Background
About 10% of women of reproductive age suffer from endometriosis, a costly chronic disease causing pelvic pain and subfertility.
Laparoscopy is the gold standard diagnostic test for endometriosis, but is expensive and carries surgical risks. Currently, there are no
non-invasive tests available in clinical practice to accurately diagnose endometriosis. This review assessed the diagnostic accuracy of
combinations of different non-invasive testing modalities for endometriosis and provided a summary of all the reviews in the non-invasive
tests for endometriosis series.
Objectives
To estimate the diagnostic accuracy of any combination of non-invasive tests for the diagnosis of pelvic endometriosis (peritoneal and/or
ovarian or deep infiltrating) compared to surgical diagnosis as a reference standard. The combined tests were evaluated as replacement
tests for diagnostic surgery and triage tests to assist decision-making to undertake diagnostic surgery for endometriosis.
Search methods
We did not restrict the searches to particular study designs, language or publication dates. We searched CENTRAL to July 2015, MEDLINE
and EMBASE to May 2015, as well as the following databases to April 2015: CINAHL, PsycINFO, Web of Science, LILACS, OAIster, TRIP,
ClinicalTrials.gov, DARE and PubMed.
Selection criteria
We considered published, peer-reviewed, randomised controlled or cross-sectional studies of any size, including prospectively collected
samples from any population of women of reproductive age suspected of having one or more of the following target conditions: ovarian,
peritoneal or deep infiltrating endometriosis (DIE). We included studies comparing the diagnostic test accuracy of a combination of several
testing modalities with the findings of surgical visualisation of endometriotic lesions.
Data collection and analysis
Three review authors independently collected and performed a quality assessment of the data from each study by using the QUADAS-2
tool. For each test, the data were classified as positive or negative for the surgical detection of endometriosis and sensitivity and specificity
estimates were calculated. The bivariate model was planned to obtain pooled estimates of sensitivity and specificity whenever sufficient
data were available. The predetermined criteria for a clinically useful test to replace diagnostic surgery were a sensitivity of 0.94 and a
specificity of 0.79 to detect endometriosis. We set the criteria for triage tests at a sensitivity of 0.95 and above and a specificity of 0.50 and
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above, which 'rules out' the diagnosis with high accuracy if there is a negative test result (SnOUT test), or a sensitivity of 0.50 and above
and a specificity of 0.95 and above, which 'rules in' the diagnosis with high accuracy if there is a positive result (SpIN test).
Main results
Eleven eligible studies included 1339 participants. All the studies were of poor methodological quality. Seven studies evaluated pelvic
endometriosis, one study considered DIE and/or ovarian endometrioma, two studies differentiated endometrioma from other ovarian cysts
and one study addressed mapping DIE at specific anatomical sites. Fi/f_teen different diagnostic combinations were assessed, including
blood, urinary or endometrial biomarkers, transvaginal ultrasound (TVUS) and clinical history or examination. We did not pool estimates
of sensitivity and specificity, as each study analysed independent combinations of the non-invasive tests.
Tests that met the criteria for a replacement test were: a combination of serum IL-6 (cut-off >15.4 pg/ml) and endometrial PGP 9.5 for
pelvic endometriosis (sensitivity 1.00 (95% confidence interval (CI) 0.91 to 1.00), specificity 0.93 (95% CI, 0.80, 0.98) and the combination
of vaginal examination and transvaginal ultrasound (TVUS) for rectal endometriosis (sensitivity 0.96 (95% CI 0.86 to 0.99), specificity 0.98
(95% CI 0.94 to 1.00)). Tests that met the criteria for SpIN triage tests for pelvic endometriosis were: 1. a multiplication of urine vitamin-D-
binding protein (VDBP) and serum CA-125 (cut-off >2755) (sensitivity 0.74 (95% CI 0.60 to 0.84), specificity 0.97 (95% CI 0.86 to 1.00)) and
2. a combination of history (length of menses), serum CA-125 (cut-off >35 U/ml) and endometrial leukocytes (sensitivity 0.61 (95% CI 0.54
to 0.69), specificity 0.95 (95% CI 0.91 to 0.98)). For endometrioma, the following combinations qualified as SpIN test: 1. TVUS and either
serum CA-125 (cut-off ≥25 U/ml) or CA 19.9 (cut-off ≥12 U/ml) (sensitivity 0.79 (95% CI 0.64 to 0.91), specificity 0.97 (95% CI 0.91 to 1.00)); 2.
TVUS and serum CA 19.9 (cut-off ≥12 U/ml) (sensitivity 0.54 (95% CI 0.37 to 0.70), specificity 0.97 (95% CI 0.91 to 1.0)); 3-4. TVUS and serum
CA-125 (cut-off ≥20 U/ml or cut-off ≥25 U/ml) (sensitivity 0.69 (95% CI 0.49 to 0.85), specificity 0.96 (95% CI 0.88 to 0.99)); 5. TVUS and serum
CA-125 (cut-off ≥35 U/ml) (sensitivity 0.52 (95% CI 0.33 to 0.71), specificity 0.97 (95% CI 0.90 to 1.00)). A combination of vaginal examination
and TVUS reached the threshold for a SpIN test for obliterated pouch of Douglas (sensitivity 0.87 (95% CI 0.69 to 0.96), specificity 0.98 (95%
CI 0.95 to 1.00)), vaginal wall endometriosis (sensitivity 0.82 (95% CI 0.60 to 0.95), specificity 0.99 (95% CI 0.97 to 1.0)) and rectovaginal
septum endometriosis (sensitivity 0.88 (95% CI 0.47 to 1.00), specificity 0.99 (95% CI 0.96 to 1.00)).
All the tests were evaluated in individual studies and displayed wide CIs. Due to the heterogeneity and high risk of bias of the included
studies, the clinical utility of the studied combination diagnostic tests for endometriosis remains unclear.
Authors' conclusions
None of the biomarkers evaluated in this review could be evaluated in a meaningful way and there was insufficient or poor-quality evidence.
Laparoscopy remains the gold standard for the diagnosis of endometriosis and using any non-invasive tests should only be undertaken
in a research setting.
P L A I N /uni00A0 L A N G U A G E /uni00A0 S U M M A R Y
Combination of different types of tests for the non-invasive diagnosis of endometriosis
Review Question
Can any combination of non-invasive tests be accurate enough to replace or reduce the need for surgery in the diagnosis of endometriosis?
Background
Women with endometriosis have endometrial tissue (the tissue that lines the womb and is shed during menstruation) growing outside
the womb within the pelvic cavity. This tissue responds to reproductive hormones, causing painful periods, chronic lower abdominal pain
and difficulty conceiving. Currently, the only reliable way of diagnosing endometriosis is to perform keyhole surgery and visualise the
endometrial deposits inside the abdomen. Because surgery is risky and expensive, combinations of various tests have been evaluated for
their ability to detect endometriosis non-invasively. An accurate test could lead to the diagnosis of endometriosis without the need for
surgery or it could reduce the need for diagnostic surgery so only women who were most likely to have endometriosis would require it.
Study characteristics
The evidence included in this review is current to April 2015. We included 11 studies on combinations of several testing methods involving
1339 participants. All studies evaluated women of reproductive age who were undertaking diagnostic surgery to investigate symptoms
of endometriosis or for other indications. Fi/f_teen combinations of different blood, endometrial and urinary biomarkers were studied,
incorporating ultrasound, clinical history and examination. Each combination of tests was assessed in small individual studies.
Key results and quality of evidence
Several studies identified the combined tests that might be of value in diagnosing endometriosis, but there are too few reports to be sure
of their diagnostic benefit.
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The reports were of low methodological quality, which is why these results cannot be considered reliable unless confirmed in large high-
quality studies. Overall, there is not enough evidence to demonstrate benefit of any combined non-invasive test for use in clinical practice
for the diagnosis of endometriosis over the current ‘gold standard’ of diagnostic laparoscopy.
Future research
More high-quality research studies are needed to accurately assess the diagnostic potential of any type of non-invasive tests or their
combinations that were identified in only a few studies as possibly having value in the detection of endometriosis.
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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S U M M A R Y /uni00A0 O F /uni00A0 F I N D I N G S
/uni00A0
Summary of findings 1. /uni00A0 Summary of findings table
Review question What is the diagnostic accuracy of the combined test of different testing modalities with or without clinical history or exami-
nation in detecting pelvic endometriosis [peritoneal endometriosis, endometrioma, DIE]?
Importance A simple and reliable non-invasive test for endometriosis with the potential to either replace laparoscopy or to triage women
in order to reduce surgery, would minimise surgical risk and reduce diagnostic delay
Patients Women of reproductive age: 1) with suspected endometriosis, or 2) with persistent ovarian mass, or 3) undergoing infertility
workup/gynaecological laparoscopy
Settings Hospitals (public or private of any level): outpatient clinics (general gynaecology, reproductive medicine, pelvic pain) or re-
search laboratories
Reference
standard Visualisation of endometriosis at surgery (laparoscopy or laparotomy), with or without histological confirmation
Study design Cross sectional studies with a 'single-gate' design (n = 10) or a 'two-gate' design (n = 1); prospective enrolment; a single study
could assess more than one test
Risk of bias and applicability concerns Overall judgement: Poor quality of most of the studies ( no study had a 'low risk' assessment in all four domains)
Patient selection bias High risk: 1 study; Unclear risk: 5 studies; Low risk 5 studies
Index test interpretation bias High risk: 9 studies; Unclear risk: 1 studies; Low risk 1 study
Reference
standard interpretation bias High risk: 0 studies; Unclear risk: 3 studies; Low risk 8 studies
Flow and timing selection bias High risk: 3 studies; Unclear risk: 0 studies; Low risk 8 studies
Applicability concerns Concerns regarding patient selection: high concern - 6 studies, unclear concern - 0 studies; low concern 5 studies;
Concerns regarding index test: high concern - 0 studies, unclear concern - 1 study, low concern - 10 studies;
Concerns regarding reference standard: high concern - 0 studies; unclear concern - 0 studies; low concern - 11 studies
Diagnostic criteria Replacement test: sensitivity ≥ 94% and specificity ≥ 79%
SnOUT triage test: sensitivity ≥ 95% and specificity ≥ 50%
SpIN triage test: sensitivity ≥ 50% and specificity ≥ 95%
Test with the diagnostic estimates within 5% of the set threshold were considered as approaching the criteria
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Outcomes /uni00A0Biomarker N of studies;
N of women
True positives
(endometrio-
sis)
False posi-
tives (incor-
rectly clas-
sified as en-
dometriosis)
False nega-
tives (incor-
rectly
classified as
disease-free)
True nega-
tives (dis-
ease-free)
Diagnostic
estimates
[95% CI]
Implications
1. Tests for diagnosis of overall pelvic endometriosis
1. IL-6 [serum] + PGP 9.5 [endometrium] for
pelvic endometriosis, rASRM I-II
-----------------------------------------------
cut-off IL-6 >15.4 pg/ml; PGP 9.5 - present;
both tests positive
1; 78 38 3 0 37 Sens 1.00
[0.91, 1.00]
Spec 0.93
[0.80, 0.98]
Meets criteria for a
replacement and
SnOUT triage test;
approaches crite-
ria for a SpIN triage
test
Insufficient ev-
idence to draw
meaningful conclu-
sions
2. CA-125 [serum] + aromatase P450 [en-
dometrium] for pelvic endometriosis,
rASRM I-IV
-----------------------------------------------
cut-off CA-125 >35 U/ml; aromatase -
present; both tests positive
1; 58 33 7 3 15 Sens 0.92
[0.78, 0.98]
Spec 0.68
[0.45, 0.86]
Approaches criteria
for a SnOUT triage
test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
3. VDBP-Cr [urine] x CA-125 [serum] for
pelvic endometriosis, rASRM I-IV
-----------------------------------------------
cut-off > 2755; multiplication of both tests
1; 95 42 1 15 37 Sens 0.74
[0.60, 0.84]
Spec 0.97
[0.86, 1.00]
Meets criteria for a
SpIN triage test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
4. NNE_Cr [urine] + CA-125 [serum] for
pelvic endometriosis, rASRM III-IV
-----------------------------------------------
cut-off > 27.23; sum of both tests
1; 59 30 3 9 17 Sens 0.77
[0.61, 0.89]
Spec 0.85
[0.62, 0.97]
Insufficient ev-
idence to draw
meaningful conclu-
sions
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5. History + PV examination + TVUS for
pelvic endometriosis, rASRM I-IV [focus on
endometriosis with para-ovarian adhesions]
-----------------------------------------------
Hx - dysmenorrhoea, dyspareunia; PV
- presence of at least one of the follow-
ing: pelvic tenderness, a fixed retroverted
uterus, tender USL, deeply infiltrating nod-
ules on USL or in POD; TVUS - fixed ovaries
(ovaries did not move freely over the ipsilat-
eral internal iliac vessels or pelvic sidewall
or uterus with the gentle pressure); all tests
positive
1; 106 34 27 3 42 Sens 0.92
[0.78, 0.98]
Spec 0.61
[0.48, 0.72]
Approaches criteria
for a SnOUT triage
test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
6. History + CA-125 [serum] + leukocytes
[endometrium] for pelvic endometriosis,
rASRM I-IV
-----------------------------------------------
cut-off Hx - length of menses; CA-125 >35 U/
ml; leukocytes - different cut-offs for each of
the 8 leukocyte subsets; all tests positive
1; 368 106 10 67 185 Sens 0.61
[0.54, 0.69]
Spec 0.95
[0.91, 0.98]
Meets criteria for a
SpIN triage test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
7. History + CA-125 [serum] for pelvic en-
dometriosis, rASRM I-IV
-----------------------------------------------
cut-off Hx - parity, past IUD, past en-
dometriosis, alcohol intake, dyspareunia;
CA-125 - not reported; both tests positive
1; 101 64 12 5 20 Sens 0.93
[0.84, 0.98]
Spec 0.63
[0.44, 0.79]
Approaches criteria
for a SnOUT triage
test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
2. Tests for diagnosis of DIE or ovarian endometriosis
1. PV examination + CA-125 [serum] for DIE,
endometrioma or severe adhesions
-----------------------------------------------
cut-off PV - menstrual nodularities present;
CA-125 ≥35 U/ml; both tests positive
1; 41 10 0 14 17 Sens 0.42
[0.22, 0.63]
Spec 1.00
[0.80, 1.00]
Insufficient ev-
idence to draw
meaningful conclu-
sions
2. PV examination OR CA-125 [serum] for
DIE, endometrioma or severe adhesions
1; 41 21 3 3 14 Sens 0.88
[0.68, 0.97]
Insufficient ev-
idence to draw
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-----------------------------------------------
cut-off PV - menstrual nodularities present;
CA-125 ≥35 U/ml; either test positive
Spec 0.82
[0.57, 0.96]
meaningful conclu-
sions
3. PV examination + CA125 [serum] for DIE
-----------------------------------------------
cut-off PV - menstrual nodularities present;
CA-125 ≥35 U/ml; both tests positive
1; 30 5 2 8 15 Sens 0.38
[0.14, 0.68]
Spec 0.88
[0.64, 0.99]
Insufficient ev-
idence to draw
meaningful conclu-
sions
4. PV examination OR CA-125 [serum] for
DIE
-----------------------------------------------
cut-off PV - menstrual nodularities present;
CA-125 ≥35 U/ml; either test positive
1; 30 11 5 2 12 Sens 0.85
[0.55, 0.98]
Spec 0.71
[0.44, 0.90]
Insufficient ev-
idence to draw
meaningful conclu-
sions
5. PV examination + CA-125 [serum] for en-
dometrioma
-----------------------------------------------
cut-off PV - menstrual nodularities present;
CA-125 ≥35 U/ml; both tests positive
1; 26 5 2 4 15 Sens 0.56
[0.21, 0.86]
Spec 0.88
[0.64, 0.99]
Insufficient ev-
idence to draw
meaningful conclu-
sions
6. PV examination OR CA-125 [serum] for
endometrioma
-----------------------------------------------
cut-off PV - menstrual nodularities present;
CA-125 ≥35 U/ml; either test positive
1; 26 8 6 1 11 Sens 0.89
[0.51, 1.00]
Spec 0.65
[0.38, 0.86]
Insufficient ev-
idence to draw
meaningful conclu-
sions
3. Tests for differentiating ovarian endometriosis versus other benign ovarian cysts in women of reproductive age
1. TVUS + CA-125 [serum] + CA-19.9 [serum]
for endometrioma vs other ovarian cysts
-----------------------------------------------
cut-off TVUS - presence of a round shaped
homogeneous hypoechoic 'tissue' within
the ovary; CA-125 ≥ 25 U/ml; CA-19.9 ≥12 U/
ml; all tests positive
1; 118 19 1 20 78 Sens 0.49
[0.32, 0.65]
Spec 0.99
[0.93, 1.00]
Approaches crite-
ria for a SpIN triage
test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
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2. TVUS + (CA-125 [serum] OR CA-19.9
[serum]) for endometrioma vs other ovarian
cysts
-----------------------------------------------
cut-off TVUS - presence of a round shaped
homogeneous hypoechoic 'tissue' within
the ovary; CA-125 ≥ 25 U/ml; CA-19.9 ≥ 12 U/
ml; either blood test positive
1; 118 31 2 8 77 Sens 0.79
[0.64, 0.91]
Spec 0.97
[0.91, 1.00]
Meets criteria for a
SpIN triage test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
3. TVUS + CA-19.9 [serum] for endometri-
oma vs other ovarian cysts
-----------------------------------------------
cut-off TVUS - presence of a round shaped
homogeneous hypoechoic 'tissue' within
the ovary; CA-19.9 ≥ 12 U/ml; both tests pos-
itive
1; 118 21 2 18 77 Sens 0.54
[0.37, 0.70]
Spec 0.97
[0.91, 1.00]
Meets criteria for a
SpIN triage test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
4. TVUS OR CA-19.9 [serum] for endometri-
oma vs other ovarian cysts
-----------------------------------------------
cut-off TVUS - presence of a round shaped
homogeneous hypoechoic 'tissue' within
the ovary; CA-19.9 ≥ 12 U/ml; either test pos-
itive
1; 118 36 24 3 55 Sens 0.92
[0.79, 0.98]
Spec 0.70
[0.58, 0.79]
Approaches criteria
for a SnOUT triage
test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
5. TVUS + CA-125 [serum] for endometrioma
vs other ovarian cysts
-----------------------------------------------
cut-off TVUS - presence of a round shaped
homogeneous hypoechoic 'tissue' within
the ovary; CA-125 ≥ 20 U/ml; both tests pos-
itive
1; 101 20 3 9 69 Sens 0.69
[0.49, 0.85]
Spec 0.96
[0.88, 0.99]
Meets criteria for a
SpIN triage test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
6. TVUS OR CA-125 [serum] for endometri-
oma vs other ovarian cysts
-----------------------------------------------
cut-off TVUS - presence of a round shaped
homogeneous hypoechoic 'tissue' within
1; 101 27 34 2 38 Sens 0.93
[0.77, 0.99]
Spec 0.53
[0.41, 0.65]
Approaches criteria
for a SnOUT triage
test;
Insufficient ev-
idence to draw
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the ovary; CA-125 ≥20 U/ml; either test posi-
tive
meaningful conclu-
sions
7. TVUS + CA-125 [serum] for endometrioma
vs other ovarian cysts
-----------------------------------------------
cut-off TVUS - presence of a round shaped
homogeneous hypoechoic 'tissue' within
the ovary; CA-125 ≥ 25 U/ml; both tests pos-
itive
1; 101 20 3 9 69 Sens 0.69
[0.49, 0.85]
Spec 0.96
[0.88, 0.99]
Meets criteria for a
SpIN triage test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
8. TVUS OR CA-125 [serum] for endometri-
oma vs other ovarian cysts
-----------------------------------------------
cut-off TVUS - presence of a round shaped
homogeneous hypoechoic 'tissue' within
the ovary; CA-125 ≥ 25 U/ml; either test pos-
itive
1; 101 26 27 3 45 Sens 0.90
[0.73, 0.98]
Spec 0.63
[0.50, 0.74]
Approaches criteria
for a SnOUT triage
test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
9. TVUS + CA-125 [serum] for endometrioma
vs other ovarian cysts
-----------------------------------------------
cut-off TVUS - presence of a round shaped
homogeneous hypoechoic 'tissue' within
the ovary; CA-125 ≥35 U/ml; both tests posi-
tive
1; 101 15 2 14 70 Sens 0.52
[0.33, 0.71]
Spec 0.97
[0.90, 1.00]
Meets criteria for a
SpIN triage test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
10. TVUS OR CA-125 [serum] for endometri-
oma vs other ovarian cysts
-----------------------------------------------
cut-off TVUS - presence of a round shaped
homogeneous hypoechoic 'tissue' within
the ovary; CA-125 ≥35 U/ml; either test posi-
tive
1; 101 26 18 3 54 Sens 0.90
[0.73, 0.98]
Spec 0.75
[0.63, 0.84]
Approaches criteria
for a replacement
and SnOUT triage
test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
4. Tests for mapping of DIE at specific anatomical locations
1. PV examination + TVUS for POD oblitera-
tion
1; 200 26 3 4 167 Sens 0.87
[0.69, 0.96]
Meets criteria for a
SpIN triage test;
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-----------------------------------------------
PV - nodularity or stiffened or thickened
area or a palpable cystic expansion in POD;
TVUS - a. uterus, adnexa and rectosigmoid
colon fixed to each other with disappear-
ance of the peritoneal structure (complete
POD obliteration); b. peritoneal limits par-
tially identified with the presence or ab-
sence of suspended or lateralised fluid col-
lection (incomplete POD obliteration); both
tests positive
Spec 0.98
[0.95, 1.00]
Insufficient ev-
idence to draw
meaningful conclu-
sions
2. PV examination + TVUS for vaginal en-
dometriosis
-----------------------------------------------
cut-off PV - nodularity or stiffened or thick-
ened area or a palpable cystic expansion in
vaginal wall; TVUS - thickening or the pres-
ence of a hypoechogenic cystic or non-cys-
tic nodularity within the posterior vaginal
wall
1; 200 18 1 4 177 Sens 0.82
[0.60, 0.95]
Spec 0.99
[0.97, 1.00]
Meets criteria for a
SpIN triage test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
3. PV examination + TVUS for RVS en-
dometriosis
-----------------------------------------------
PV - nodularity or stiffened or thickened
area or a palpable cystic expansion in RVS;
TVUS - presence of a hypoechogenic nodu-
larity or cystic mass within RVS (area be-
tween rectum and posterior vaginal wall
from the level of introitus up to a level de-
fined by the lower border of posterior lip of
cervix); both tests positive
1; 200 7 2 1 190 Sens 0.88
[0.47, 1.00]
Spec 0.99
[0.96, 1.00]
Meets criteria for a
SpIN triage test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
4. PV examination + TVUS for rectal en-
dometriosis
-----------------------------------------------
PV - nodularity or stiffened or thickened
area or a palpable cystic expansion in rec-
tosigmoid; TVUS - presence of a regular or
irregular hypoechogenic mass distorting
1; 200 46 3 2 149 Sens 0.96
[0.86, 0.99]
Spec 0.98
[0.94, 1.00]
Meets criteria for
a SnOUT and SpIN
triage test;
Insufficient ev-
idence to draw
meaningful conclu-
sions
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and replacing the normal appearance of the
muscular layer of the rectal wall; both tests
positive
(r)ASRM: (revised) American Society for Reproductive Medicine; CA-125: cancer antigen; DIE: deep infiltrating endometriosis; IL: interleukin; IUD: intrauterine device; POD: pouch
of Douglas; PV: per vaginam; TVUS: transvaginal ultrasound; USL: uterosacral ligament; VDBPCr: vitamin-D-binding protein level corrected for creatinine.
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B A C K G R O U N D
Target condition being diagnosed
Endometriosis
Endometriosis is defined as an inflammatory condition
characterised by endometrial-like tissue at sites outside of the
uterus (Johnson 2013). Endometriotic lesions can occur at different
locations, including the pelvic peritoneum and the ovary, or
penetrate pelvic structures below the surface of peritoneum,
as deeply infiltrating endometriosis. Each of these types of
endometriosis are thought to represent a separate clinical entity,
but also can coexist in the same woman. Rarely, endometriotic
implants can be found at more distant sites, including lung,
liver, pancreas and operative scars, with consequent variations in
presenting symptoms.
Endometriosis afflicts 10% of women of reproductive age
causing dysmenorrhoea (painful periods), dyspareunia (painful
intercourse), chronic pelvic pain and infertility (Vigano 2004). The
clinical presentation can vary from asymptomatic and unexplained
infertility to severe dysmenorrhoea and chronic pain. These
symptoms can occur with bowel or urinary symptoms, an abnormal
pelvic examination or the presence of a pelvic mass, however
no symptom is specific to endometriosis. The prevalence of
endometriosis in a symptomatic population is reported as 35% to
50% (Giudice 2004).
Women with endometriosis are also at increased risk of developing
several cancers (Somigliana 2006 ) and autoimmune disorders
(Sinaii 2002 ). The presence of disease is associated with
changes in the immune response, vascularisation, neural function,
the peritoneal environment and the eutopic endometrium,
suggesting that endometriosis is a systemic, rather than localised,
condition (Giudice 2004). Endometriosis has a profound effect on
psychological and social well-being and imposes a substantial
economic burden on society. Women with endometriosis incur
significant direct medical costs from diagnostic and therapeutic
surgeries, hospital admissions and fertility treatments, however
these costs are superceded by the indirect costs of endometriosis
including absenteeism from work and loss of productivity (Gao
2006; Simoens 2012 ). In the USA, the financial burden of
endometriosis is estimated at US $12,419 per woman (Simoens
2012).
Although the pathogenesis of endometriosis has not been fully
elucidated, it is commonly thought that endometriosis occurs
when endometrial tissue contained within the menstrual fluid
flows retrogradely through the fallopian tubes and implants
at an ectopic site within the pelvic cavity (Sampson 1927 ).
However, this theory does not explain the fact that although
retrograde menstruation is seen in up to 90% of women, only
10% of women develop endometriosis. There is evidence that a
variety of environmental, immunological and hormonal factors are
associated with endometriosis (Vigano 2004), and genetic loci that
confer a risk of endometriosis have been identified (Nyholt 2012).
The relative contribution of these and other causal factors remains
to be elucidated.
Although it is impossible to time the onset of disease, on average,
women have a six- to 12-year history of symptoms before obtaining
a surgical diagnosis of endometriosis, indicative of considerable
diagnostic delay (Matsuzaki 2006). Untreated endometriosis is
associated with reduced quality of life and contributes to outcomes
such as depression, inability to work, sexual dysfunction and
missed opportunity for motherhood (Gao 2006).
Treatment of endometriosis
There is no cure for endometriosis. Treatment options include
expectant management, pharmacological (hormonal) therapy and
surgery (Johnson 2013 ). Treatment is individualised, taking into
consideration the therapeutic goal (pain relief or conception), and
the location of the disease. Current pharmacological therapies
such as the combined oral contraceptive pill, progestogens,
weak androgens and gonadotropin-releasing hormone (GnRH)
agonists and antagonists act to reduce the effect of oestrogen
on endometrial tissues and suppress menstruation. These drugs
can ameliorate the symptoms of dysmenorrhoea and chronic
pelvic pain, but are associated with side effects such as breast
discomfort, irritability, androgenic symptoms and bone loss.
Surgical excision of endometriotic lesions can reduce pain
symptoms, however is associated with high recurrence rates
of 40% to 50% at five years post-surgery (Guo 2009 ). Early
treatment of endometriosis improves pain levels and physical
and psychological functioning. Furthermore, improvements in
menstrual management (the use of the Mirena coil and
the continuous use of the combined contraceptive pill) and
fertility preservation (oocyte vitrification) raise the possibility of
suppressing the progression of endometriosis and prospectively
managing subfertility in endometriosis sufferers. The potential
success of these preventative strategies is dependent on an
accurate and early diagnosis. A major impediment to earlier and
more efficacious treatment of this disease is diagnostic delay due
to the invasive nature of standard diagnostic tests (Dmowski 1997).
Clinical history and pelvic examination can raise the possibility
of a diagnosis of endometriosis, but the heterogeneity in clinical
presentation, the high prevalence of asymptomatic endometriosis
(2% to 50%), and the poor association between presenting
symptoms and severity of the disease contribute to the difficulty
in obtaining a reliable diagnosis of endometriosis based solely on
presenting symptoms (Ballard 2008; Fauconnier 2005; Spaczynski
2003). Although an abnormal pelvic examination correlates with
the presence of endometriosis on laparoscopy in 70% to 90%
of cases (Ling 1999 ), there is a wide differential diagnosis for
most positive physical findings. Furthermore, a normal clinical
examination does not exclude endometriosis, as laparoscopically-
proven disease has been diagnosed in more than 50% women
with a clinically normal pelvic examination (Eskenazi 2001). A
variety of tests utilising pelvic imaging, blood markers, eutopic
endometrium characteristics, urinary markers or peritoneal fluid
components have been suggested as diagnostic measures for
endometriosis. Although large numbers of the reported markers
distinguish women with and without endometriosis in small pilot
studies, many do not show convincing potential as a diagnostic
test when they are evaluated in larger studies by different research
groups. The diagnostic value of these tests has not previously been
fully systematically evaluated and summarised using Cochrane
methods. Currently, there is no simple non-invasive test for the
diagnosis of endometriosis that is routinely implemented in clinical
practice.
Surgical diagnostic procedures for endometriosis include
laparoscopy (minimal access, or keyhole surgery) or laparotomy
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(open surgery via an abdominal incision). In the last several
decades, laparoscopy has become an increasingly common
procedure and has largely replaced traditional open surgery
in women suspected of having endometriosis (Yeung 2009).
Laparoscopy has significant advantages over laparotomy creating
fewer complications and shorter recovery times. Furthermore, a
magnified view at laparoscopy allows better visualisation of the
peritoneal cavity. Despite continuing controversy in the literature
with regard to the superiority of one surgical modality over
another in treating pelvic pathology, laparoscopy is the preferred
technique to evaluate the pelvis and abdomen and to treat
benign conditions such as ovarian endometriomas (Medeiros
2009). Surgery is currently also the only accepted way to determine
the extent and severity of endometriosis. Several classification
systems have been suggested for endometriosis (Adamson 2008 ;
Batt 2003; Chapron 2003a; Martin 2006 ), but most researchers
and clinicians use the revised American Society for Reproductive
Medicine (rASRM) classification, which is internationally accepted
as a respected tool for the objective assessment of the disease
(American Society for Reproductive Medicine 1997). The rASRM
classification system considers appearance, size and depth of
peritoneal or ovarian implants and adhesions visualised during
laparoscopy (Table 1) and allows uniform documentation of the
extent of disease. Unfortunately this classification system has little
value in clinical practice due to the lack of correlation between
laparoscopic staging, the severity of symptoms and response to
treatment (Chapron 2003b; Guzick 1997; Vercellini 1996). A recent
endeavour to attain consensus around the optimal classification for
endometriosis has been undertaken by the World Endometriosis
Society (Johnson 2015).
The European Society of Human Reproduction and Embryology
(ESHRE) Special Interest Group for Endometriosis stated in their
guidelines for the diagnosis and treatment of endometriosis that
for women presenting with symptoms suggestive of endometriosis,
a definitive diagnosis of most forms of endometriosis requires
visual inspection of the pelvis at laparoscopy as the 'gold standard'
investigation (Kennedy 2005). Currently the visual or histological
identification of endometriotic tissue in the pelvic cavity during
surgery is not just the best available but the only diagnostic test for
endometriosis in clinical practice.
The disadvantages of laparoscopic surgery include, but are not
limited to, the high cost, the need for general anaesthesia and the
potential for adhesion formation post procedure. Laparoscopy has
been associated with a 2% risk of injury to pelvic organs, a 0.001%
risk of damaging a major blood vessel and a mortality rate of
0.0001% (Chapron 2003c). Even though the major complications of
laparoscopy are rare, it is difficult to determine the exact incidence
of complications, and delayed recognition adds to surgical
morbidity and mortality. Only one third of women who undertake
a laparoscopic procedure will receive a diagnosis of endometriosis;
therefore many disease-free women are unnecessarily exposed to
surgical risk (Frishman 2006).
The validity of laparoscopy as a reference test for endometriosis
has been assessed as being highly dependent on the skills of the
surgeon. The diagnostic accuracy of laparoscopic visualisation has
been compared with histological confirmation in a sole systematic
review and it was estimated as having a sensitivity of 0.94 and
specificity of 0.79 ( Wykes 2004). Subsequent studies suggested
that incorporation of histological verification in the diagnosis
of endometriosis may improve diagnostic accuracy (Almeida
Filho 2008 ; Marchino 2005; Stegmann 2008), but these papers
have not been systematically reviewed. The clinical significance
of histological verification remains debatable, and a diagnosis
based on visual findings can be considered reliable with an
accurate inspection of the abdominal cavity by properly trained
and experienced surgeons (Redwine 2003). Furthermore, excised
potential endometriotic tissues are rarely serially sectioned in
clinical practice and small lesions can be missed by pathologists
in mild disease. Thus sampling inconsistencies are also likely to
influence the accuracy of histological reporting.
Summary
A diagnostic test in place of surgery would reduce associated
surgical risks, increase diagnostic accessibility and improve
treatment outcomes. The need for an accurate and non-
invasive diagnostic test for endometriosis continues to encourage
extensive research in the field and was endorsed at the
international consensus workshop at the 10th World Congress of
Endometriosis in 2008 (Rogers 2009). Although multiple markers
and imaging techniques have been explored as diagnostic tests
for endometriosis, none of them have been implemented routinely
in clinical practice and many have not been subject to systematic
review.
Index test(s)
This review assesses combinations of tests, including blood,
urine and endometrial biomarkers and imaging modalities that
have been proposed as non-invasive tests for the diagnosis of
endometriosis (Table 2). This review is part of the review series
on non-invasive diagnostic tests for endometriosis. The other
reviews from this series are: 'Blood biomarkers for the non-
invasive diagnosis of endometriosis' (Nisenblat 2016a), 'Endometrial
biomarkers for the non-invasive diagnosis of endometriosis' (Gupta
2016), ' Urinary biomarkers for the non-invasive diagnosis of
endometriosis' ( Liu 2015 ) and ' Imaging modalities for the non-
invasive diagnosis of endometriosis' (Nisenblat 2016b).
The definition of ‘non-invasive’ varies between medical dictionaries
but refers to a procedure that does not involve penetration of
skin or physical entrance to the body (McGraw-Hill Dictionary
of Medicine 2006 ; The Gale Encyclopedia of Medicine 2008).
Although intracavity imaging and tests involving venipuncture
or endometrial sampling are invasive by this definition, when
compared to diagnostic surgery for endometriosis, these tests are
generally considered to be 'non-invasive' or 'minimally invasive'.
For the purpose of these reviews, we will define all tests that do not
involve anaesthesia and surgery as non-invasive.
The potential advantages of using imaging modalities, blood
biomarkers, endometrial biomarkers, urinary biomarkers, clinical
parameters that include examination findings and clinical history,
or a combination of them to diagnose endometriosis, include
their less invasive nature, lower cost and increased availability
when compared to surgery. These tests are more acceptable to
women, and usually provide a rapid result. However, the testing
is dependant on the reliability of laboratory techniques and
quality control protocols for the biomarker assays, on the skills
of the operators performing imaging tests or examination and on
women's access to appropriate radiology services.
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The cellular and molecular processes that have been identified to
characterise ectopic endometrium and peritoneal fluid in human
and animal models ( D'Hooghe 2001 ; Hull 2008 ; Kao 2003 ) have
inspired the use of markers of these pathophysiological processes
present in blood, urine and endometrium samples as a single test
or a combination of several biomarkers. Of these tests, urinary
biomarker discovery is a new and rapidly expanding field with most
studies published in the last five years. Several large systematic
reviews of all proposed biomarkers for endometriosis identified
multiple putative biomarkers, but none of these biomarkers could
be recommended for use in clinical practice (May 2010 ; May
2011), which was supported by a more recent narrative review
(Fassbender 2015). The biomarker research in endometriosis
tends to shi/f_t towards diagnostic panels which include one or
several testing modalities such as blood, endometrial or imaging
tests. Systematic reviews on imaging in endometriosis (Guerriero
2015; Hudelist 2011a;Medeiros 2015; Moore 2002) and narrative
reviews on the topic primarily addressed diagnostic performance
of imaging methods and not as a part of a diagnostic panel.
In line with general consensus, clinical parameters (history and
examination) have low reliability in the diagnosis of endometriosis,
however they may improve the diagnostic performance of other
non-invasive tests when incorporated in a diagnostic model. So
far, combinations of non-invasive tests have only been assessed
in a limited number of small studies, which vary in the type of
methodology and tests used and type of endometriosis evaluated.
There is a current need to evaluate the diagnotic test accuracy
of the combination of different testing modalities and diagnostic
algorithms for endometriosis using Cochrane methods.
Clinical pathway
Women presenting with symptoms of endometriosis
(dysmenorrhoea, dyspareunia, chronic pelvic pain or difficulty
conceiving) generally are investigated with a pelvic ultrasound scan
to exclude other pathologies, which is in line with international
guidelines (Dunselman 2014; SOGC 2010; ACOG 2010). There are no
other standard investigative tests, and although evidence suggests
that magnetic resonance imaging (MRI) is superior to ultrasound,
it is used conservatively because of its cost. If women seek pain
management rather than conception, physicians generally initiate
empirical treatment with progestogens or the combined oral
contraceptive pill. Diagnostic laparoscopy is considered if empirical
treatment fails or if women decline or do not tolerate empirical
treatment. In women who have difficulty conceiving, laparoscopy
can be undertaken before fertility treatment (particularly if severe
pelvic pain or endometrioma are present) or a/f_ter failed assisted
reproductive technology (ART) treatments. Endometriosis can be
also diagnosed during fertility investigations in women who have
minimal or no pain symptomatology.
On average there is a delay of between six to 12 years from
onset of symptoms to definitive diagnosis at surgery (Dunselman
2014). Early referral to a gynaecologist with the capability to
perform diagnostic surgery is expected to reduce time to diagnosis.
Collectively, young women, women in remote and rural locations
and women of lower socioeconomic status have reduced access
to surgery, and are less likely to obtain a prompt diagnosis of
endometriosis.
Prior test(s)
Most women presenting with symptoms suggestive of
endometriosis have a full history and examination and a routine
gynaecological ultrasound before a decision is made to have
diagnostic surgery. However, there is no consensus on whether or
not ultrasound or any other test should be routinely used as part of
a standardised approach.
Role of index test(s)
A new diagnostic test can fulfil one of three roles.
1. Replacement: replacing an existing test by having more
accuracy, or a similar accuracy with other advantages.
2. Triage: used as an initial step in a diagnostic pathway to identify
the group of women who need further testing with an existing
test. Although ideally a triage test has a high sensitivity and
specificity, it may have a lower sensitivity but higher specificity
than the current test or vice versa. The triage test does not aim
to improve the diagnostic accuracy of the existing test but rather
to reduce the number of individuals having an unnecessary
diagnostic test.
3. Add-on: used in addition to existing testing to improve
diagnostic performance (Bossuyt 2008).
Ideally, a diagnostic test is expected to correctly identify all women
with a disease and to exclude all women without that disease, in
other words it should have a sensitivity and specificity of 1.00. A
high sensitivity indicates that there are a low number of women
who have a negative test and do have the disease (i.e. a low
number of false-negative results). High specificity corresponds
to a low number of women who have a positive test but do
not have the disease (i.e. low false-positive results). In practice,
however, it is extremely rare to find a test with equally high
sensitivity and specificity. An acceptable replacement test would
need to have a similar or higher sensitivity and specificity than
the current gold standard of laparoscopy. The only systematic
review that determines the accuracy of laparoscopy in diagnosing
endometriosis reported a sensitivity of 0.94, and a specificity of 0.79
(Wykes 2004) and we have taken this as a cut-off for a replacement
test.
The purpose of triage tests can vary depending on the clinical
context and a woman’s priorities. One reasonable approach is to
exclude the diagnosis to avoid further unnecessary and expensive
diagnostic investigation. High-sensitivity tests have few false
negative results and act to rule conditions out (SnOUT). A negative
Result
from a test with high sensitivity will exclude the disease with
high certainty independent of the specificity. As women without
disease would be assured of having a negative test, unnecessary
invasive interventions can be avoided. However, a positive result
has less diagnostic value particularly when the specificity is low.
We predetermined that a clinically useful SnOUT triage test should
have a sensitivity of 0.95 or more and a specificity of 0.50 and
above. We set the sensitivity cut-off for a SnOUT triage test at 0.95
and above, assuming that a 0.05 false negative rate is statistically
and clinically acceptable. We set the specificity cut-off at 0.50 and
above, to avoid diagnostic uncertainty in more than 50% of the
population with a positive result.
An alternative approach would be to avoid a missed diagnosis.
High-specificity tests have few false positive results and act to
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rule conditions “in” (SpIN). A positive result for a highly specific
triage test indicates a high likelihood of having endometriosis.
This information could be used to prioritise these women for
surgical treatment. A positive SpIN test could also provide a clinical
rationale to start targeted disease-specific medical management in
a woman without a surgical diagnosis, under the assumption that
disease is present. Surgical management could then be reserved
for cases when conservative treatment fails. This is particularly
relevant in some populations where the therapeutic benefits of
surgery for endometriosis have to be carefully balanced with the
disadvantages (e.g. young women, women with medical conditions
or pain-free women with a history of infertility). In this scenario we
considered a sensitivity of 0.50 and above and a specificity of 0.95
and higher as suitable cut-offs for a SpIN triage test.
We evaluated combinations of tests for their potential to replace
surgery (replacement test) or to improve the selection of women for
surgery (triage test to rule out (SnOUT) or rule in (SpIN) the disease).
Both types of triage test are clinically useful, minimising the
number of unnecessary interventions. Sequential implementation
of SnOUT and SpIN tests can also optimise a diagnostic algorithm
(Figure 1). We did not assess any test as an add-on test, as we sought
tests that reduce the need for surgery and not tests that improve
the accuracy of the currently available surgical diagnosis.
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Alternative test(s)
There are no alternative tests for the diagnosis of endometriosis
that are available in routine clinical practice.
Rationale
Many women with endometriosis suffer long-standing pelvic pain
and infertility prior to a diagnosis. Surgery is the only current
Method
of diagnosing endometriosis, but it is associated with
high costs and surgical risks. Simple and reliable non-invasive
tests for endometriosis, with the potential to either replace
laparoscopy or to triage women in order to reduce surgery, would
minimise surgical risk and reduce diagnostic delay. Physicians
could then detect endometriosis at less advanced stages and
institute earlier interventions. Early diagnosis would provide the
opportunity for a preventive approach for this debilitating disease,
potentially reducing healthcare-related costs and favouring more
cost-effective and efficient treatments. Furthermore, identifying
the tests that do not pertain to endometriotic disease would help
clinicians and researchers focus on clinically relevant biomarker
detection.
O B J E C T I V E S
Primary objectives
To estimate the diagnostic accuracy of any combination of non-
invasive tests for the diagnosis of pelvic endometriosis (peritoneal
and/ or ovarian or deep infiltrating) compared to surgical diagnosis
as a reference standard. The combined tests were evaluated
as replacement tests for diagnostic surgery as well as triage
tests which would assist decision-making to undertake diagnostic
surgery for endometriosis.
Secondary objectives
To investigate the influence of heterogeneity on the diagnostic
accuracy of combined non-invasive test for endometriosis.
Potiential sources of heterogeneity include:
1. characteristics of the study population: age (adolescents versus
later reproductive years); clinical presentation (subfertility,
pelvic pain, ovarian mass, asymptomatic women); stage of
disease (rASRM classification system); geographic location of
study;
2. histological confirmation in conjunction with laparoscopic
visualisation compared to laparoscopic visualisation alone;
3. changes in technology over time: year of publication;
modifications applied to conventional laboratory techniques;
4. methodological quality: differences in the QUADAS-2 (Quality
Assessment of Diagnostic Accuracy Studies-2) evaluation (Table
3), including a) low versus unclear or high risk; b) consecutive
versus non-consecutive enrolment; c) blinding of surgeons to
the results of index tests;
5. study design ('single-gate design' versus 'two-gate design'
studies).
M E T H O D S
Criteria for considering studies for this review
Types of studies
Published peer-reviewed studies that compared the results of a
combination of several testing modalities with the results obtained
from a surgical diagnosis of endometriosis.
Studies were included if they included the following study designs.
1. Randomised controlled trials (RCTs).
2. Observational studies with the following designs.
a. Single-gate design (studies with a single set of inclusion
criteria defined by clinical presentation). All participants had
clinically suspected endometriosis.
b. Two-gate design (studies where participants are sampled
from distinct populations with respect to clinical
presentation). The same study includes participants with a
clinical suspicion of having the target condition (e.g. women
with pelvic pain) and also participants in whom the target
condition is not suspected (e.g. women admitted for tubal
ligation). Two-gate studies were eligible only where all cases
and controls belonged to the same population with respect
to the reference standard (i.e. all the participants were
scheduled for laparoscopy) (Rutjes 2005).
3. For studies on biological samples - performed on prospectively
collected samples, irrespective of the actual time of the test
assay. The timing of sample collection relative to surgery
is important because the surgical excision of endometriotic
lesions could influence biomarker expression and hence bias
the results. Therefore, we only included studies where the
biological sample was collected before the surgical procedure,
i.e. prospectively collected. We considered to be eligible
the studies performed on tissue bank samples collected
from prospectively recruited, well-defined populations, which
prevented the omission of valuable data from adequately
designed studies. The time interval between sample collection
and laboratory testing may influence test outcomes, which
could be dependent on sample storage conditions and the
stability of each individual biomarker during storage and freeze-
thawing. This information was not readily available for most
molecules, and we did not address it in this review, but we will
consider it in future updates if more evidence emerges.
4. For studies on clinical or imaging examination - performed
on prospectively recruited women with the index test being
completed prior to the reference standard.
We did not impose limits on eligibility related to the healthcare
settings where the study took place, the language of publication,
the number of participants in the included studies or the number of
studies that evaluated each index test.
The following studies were excluded.
1. Narrative or systematic reviews.
2. Studies of retrospective design where the sample collection,
clinical or imaging examination were performed a/f_ter execution
of reference test.
3. Studies of retrospective design where the participants were
selected from retrospective review of the case notes/ archived
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samples and information on recruitment methods or study
population was not available.
4. Case reports or case series.
5. Studies reported only in abstract form or in conference
proceedings where the full text was not available. We applied
this limitation a/f_ter facing substantial difficulty in obtaining
the information from the abstracts, which precluded a reliable
assessment of eligibility and methodological quality.
Participants
Study participants included women of reproductive age (puberty
to menopause) with suspected endometriosis based on clinical
symptoms or pelvic examination, who undertook both the index
test and reference standard.
The participants were selected from populations of women
undergoing abdominal surgery for the following indications:
1) clinically suspected endometriosis (pelvic pain, infertility,
abnormal pelvic examination, or a combination of the above); 2)
ovarian mass, regardless of symptoms; 3) a mixed group, which
consists of women with suspected endometriosis/ovarian mass or
women with other benign gynaecological conditions (e.g. surgical
sterilisation, fibroid uterus, etc). Asymptomatic women who had
an incidental finding of endometriosis at surgery performed for
another indication were also included.
Studies that included participants of postmenopausal age were
eligible when the data for the reproductive age group was
available in isolation. We excluded studies with participants that
clearly would not undergo the index test in the relevant clinical
situation or would not benefit from the test (e.g. women with
ectopic pregnancies or acute pelvic inflammatory disease). We
also excluded publications that only analysed participants with a
positive index test or reference standard and did not provide data
for the whole cohort.
Index tests
We assessed any combination of non-invasive tests for
endometriosis comprising of more than one test modality. This
included the combinations of blood, endometrial, urine and
imaging tests with or without clinical parameters, such as pre-
defined examination findings, specific symptoms or characteristics
(e.g. length of menstrual cycle). The assessed index tests are
presented in Table 2.
The panel of biomarkers from the same single category (e.g.
several blood biomarkers or combination of imaging methods) was
assessed in the relevant review on the topic and are presented
separately in other reviews from this series. The studies that
solely assessed specific technical aspects, qualitative description
of lesion appearance or interobserver variability of the index
tests without reporting the data on diagnostic performance were
excluded from the review. When the evaluated biomarker(s)
showed differential expression between the groups of women with
and without endometriosis, the publication was considered only if
the data were reported with sufficient detail for the construction
of 2 x 2 contingency tables. However, when the contingency tables
were not available because the expression level of index test did
not significantly differ between the groups and the inclusion criteria
were otherwise met, we made a critical appraisal and presented the
study in the descriptive part of the review. Thus, we evaluated the
adequately designed studies that identified biomarkers without
diagnostic value, as they provide information that is likely to focus
future research on other more clinically useful biomarkers.This
methodology also identified biomarkers that were associated with
endometriosis in some but not other studies. We did not include
evaluations of screening or predictive accuracy tests in this review.
We considered the diagnostic performance of an index test to be
high when the test reached the criteria for a replacement test
(sensitivity of equal or greater than 0.94 with specificity of equal or
greater than 0.79) or triage test (sensitivity of equal or greater than
0.95 with specificity of equal or greater than 0.50 or vice versa) or
approached these criteria (diagnostic estimates within 0.05 of the
set thresholds). We considered all other diagnostic estimates to be
low.
Target conditions
Pelvic endometriosis, defined as endometrial tissue located in the
pelvic cavity: involving any of the pelvic organs, peritoneum and
pouch of Douglas (POD).
Three types of pelvic endometriosis were assessed.
1. Peritoneal endometriosis, defined as endometrial deposits
detected on the peritoneum covering pelvic organs, pelvic side
walls or POD.
2. Ovarian endometriosis (endometrioma), defined as an ovarian
cyst lined by endometrial tissue, appearing as an ovarian mass
of varying size.
3. Deep infiltrating endometriosis (DIE), defined as subperitoneal
infiltration of endometrial implants, i.e. when the endometriotic
implants penetrate the retroperitoneal space at a distance
of 5 mm or more (Koninckx 1991). DIE may be present in
multiple locations, involving either the anterior or posterior
pelvic compartments, or both.
We did not include certain rare types of endometriosis such
as extrapelvic, bladder and ureteric endometriosis because the
majority were reported in case reports or case series, and
laparoscopy or laparotomy are not reliable reference standards for
these conditions.
We excluded the studies where diagnosis of endometriosis was
not the primary outcome (e.g. malignant versus benign masses
or normal versus abnormal pelvis) and the separate data for
endometriosis were not available.
We also excluded the studies where the findings of the index test
formed the basis of selection for the reference standard, because
this was likely to distort an assessment of the diagnostic value of
the index test.
We did include studies that recruited selected populations
of women with endometriosis (i.e. those with specific rASRM
stages), because there is a poor correlation between the rASRM
classification and infertility or pain symptoms. Exclusion of these
studies could result in a loss of potentially important diagnostic
information from otherwise eligible publications. Where possible,
the impact of these studies was addressed in the assessments
of heterogeneity. When a study analysed a large population with
a wide spectrum of endometriosis and additionally reported a
subgroup analysis of the different stages of disease severity, we
only considered estimates for the entire population. This is because
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a subgroup analysis would not directly address the review question
regarding the clinical utility of the biomarker in disease detection.
Reference
standards
The reference standard was visualisation of endometriosis at
surgery (laparoscopy or laparotomy) with or without histological
confirmation, as this is currently the best available test for
endometriosis. Information regarding the inter- and intra-observer
correlation of the reference standard was reviewed if reported.
We only included studies in which the reference test was performed
within 12 months of the sample collection or imaging test, on the
assumption that the disease status could change within a period
of one year or longer, either naturally or as a result of treatment.
We excluded studies in which the participants did not undergo the
Reference
standard or where the findings of the index test formed
the basis of selection for undertaking the reference standard, as this
was likely to distort an assessment of the diagnostic value of the
index test.
Summary of inclusion/exclusion criteria
Inclusion criteria
1. Types of studies
a. Published and peer-reviewed
b. RCTs
c. Observational designs, including:
i. single-gate design (single set of inclusion criteria defined
by clinical presentation): all the participants had clinically
suspected endometriosis;
ii. two-gate design (two sets of inclusion criteria with respect
to clinical presentation and one set of inclusion criteria
with respect to reference standard): the participants with
or without a clinical suspicion of endometriosis scheduled
for abdominal surgery.
d. Performed on prospectively collected samples, including the
tissue bank samples collected from a prospectively recruited
well-defined population; for clinical/imaging testing -
performed on prospectively recruited participants when
index test performed before reference standard
e. Published in any language
f. Performed in any healthcare setting
g. Any sample size
2. Participants
a. Women of reproductive age
b. Clinically suspected endometriosis, this also included:
i. women who underwent abdominal surgery for other
benign gynaecological conditions and had a surgical
assessment for presence/absence of endometriosis;
ii. asymptomatic women who have an incidental finding
of endometriosis at surgery performed for another
indication.
c. Undertook both the index test and reference standard
3. Index tests
1. a. Combined non-invasive tests for endometriosis comprising
of several testing modalities, including the combinations of
blood, endometrial, urine and imaging tests with or without
clinical parameters
b. Data reported in sufficient detail for the construction of 2
x 2 tables for the tests that showed differential expression
between the groups
c. Tests where a 2 x 2 table could not be constructed because
the results did not differ between women with and without
endometriosis, but all other inclusion criteria were met
2. Target condition
a. Pelvic endometriosis
i. peritoneal endometriosis;
ii. ovarian endometrioma;
iii. DIE;
iv. combinations of the above.
3. Reference standard
a. Surgical visualisation of lesions for the diagnosis of
endometriosis (laparoscopy or laparotomy) with or without
histological verification
b. Performed within 12 months of the endometrial sample
collection
Exclusion criteria
1. Types of studies
a. Narrative or systematic reviews
b. Retrospective design where biological samples were
collected or clinical/ imaging index test was performed a/f_ter
execution of reference test
c. Prospectively collected samples that were selected from the
archived material, but information on the study population
or the selection process was unclear
d. Case reports or case series
e. Conference proceeding
2. Participants
a. Included cohort was not representative of the target
population that would benefit from the test (e.g. women with
known genital tract malignancy, ectopic pregnancies or acute
pelvic inflammatory disease)
b. Study included participants of postmenopausal age and the
data for the reproductive age group were not available in
isolation
c. Analysis only included participants with positive index test or
positive reference standard
3. Index tests
a. Biomarkers presented as a single test or a panel of several
markers from the same category (e.g. only blood biomarkers)
b. Study presented only specific technical aspects of an
index test or focused on the biological events, rather than
diagnostic performance of the test
c. Study assessed screening or predictive test accuracy
4. Target condition
a. Endometriosis was not the primary outcome of the trial (e.g.
malignant versus benign masses or normal versus abnormal
pelvis)
b. Atypical, rare sites of endometriosis
5. Reference standard
a. Reference standard performed only in a subset of the study/
control group
b. Findings of the index test formed the basis of selection for the
Reference
standard
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c. Rather than specified in inclusion criteria
Search methods for identification of studies
We developed the search strategy in collaboration with the Trials
Search Co-ordinator of the Gynaecology and Fertility Review
Group, following recommendations of the Cochrane Handbook for
Systematic Reviews of Diagnostic Test Accuracy (de Vet 2008). We did
not limit the searches to particular types of study design or impose
language or publication date restrictions. The search strategy used
a combination of both free text words and index terms. We initially
created the search for one broad review looking at all diagnostic
markers for endometriosis, but due to complexity, the review team
split the originally planned review into five separate reviews. We
designed two separate search strategies: one for all the biomarkers-
based tests, and another for the imaging tests; both strategies were
utilised in this review. We searched CENTRAL to July 2015 and
performed all other searches from database inception to April 2015.
We present the search strategies for each database and the number
of hits per search in Appendix 1; Appendix 2; Appendix 3; Appendix
4; Appendix 5 ; Appendix 6 ; Appendix 7 ; Appendix 8 ; Appendix 9 ;
Appendix 10. The summary of the results is presented in Results of
the search.
Electronic searches
We searched the following databases to identify the published
articles that assessed the diagnostic value of non-invasive tests for
endometriosis.
a. CENTRAL (2015, July).
b. MEDLINE (inception to May 2015).
c. EMBASE (inception to May 2015).
d. CINAHL (inception to April 2015).
e. PsycINFO (inception to April 2015).
f. Web of Science (inception to April 2015).
g. LILACS (inception to April 2015).
h. OAIster (inception to April 2015).
i. TRIP (inception to April 2015).
j. Databases of the trial registers:
i. ClinicalTrials.gov (inception to April 2015);
ii. World Health Organization (WHO) International Clinical
Trials Registry Platform (ICTRP) (inception to April 2015).
k. Databases to identify reviews and guidelines as sources of
References
to potentially relevant studies.
i. MEDION (inception to January 2014, the last available
date);
ii. DARE (inception to April 2015);
iii. PubMed, a 'Systematic Review' search under the 'Clinical
Queries' link (inception to April 2015).
l. Searches for papers recently published and not yet indexed
in the major databases:
i. PubMed (simple search for the six months to April 2015).
Searching other resources
We handsearched the reference list of all relevant publications
(retrieved full texts of the key articles and identified reviews).
We abandoned an initial attempt to locate the grey literature
(unpublished studies and conference proceedings), as we faced
substantial difficulty in obtaining full-text publications or further
details of studies reported in an abstract form.
Data collection and analysis
Selection of studies
Two authors of this review (LP, VN) and four other authors or
contributors of the other reviews from this series (Devashana
Gupta, Emily Liu, Rabia Shaikh and Deepika Arora) scanned the
titles of studies identified by our search to remove any clearly
irrelevant articles. The titles and abstracts of the remaining
studies were reviewed to select potentially relevant publications.
The relevant articles were then divided into four categories
of endometriosis biomarkers: serum, endometrial, urinary and
combined tests (imaging had already been completed in a separate
search). Three of the combined biomarker review authors (LP,
NJ, VN) independently reviewed each of the full-text versions of
the articles selected by title and abstract and assessed them for
eligibility for inclusion, based on the criteria listed above under
Criteria for considering studies for this review. A single failed
eligibility criterion was sufficient for a study to be excluded from the
review.
The review authors who assessed the relevance of the studies and
eligibility for inclusion were not blind to the information about each
article, including the publishing journal, the names of authors, the
institution and the results. Any disagreements were resolved by
discussion.
When papers updated previous publications and were performed
on the same study population at different recruitment points, the
most complete data set that superseded previous publications
was used to avoid double counting participants or studies. Missing
data were retrieved by directly contacting authors to clarify
study eligibility. When potentially relevant studies were found in
languages other than English, a translation was undertaken. For
excluded studies, the reasons for exclusion and details of which
criteria were not met were documented. The characteristics of
included and excluded studies are presented under Characteristics
of included studies and Characteristics of excluded studies,
respectively.
Data extraction and management
Data were independently extracted from eligible studies by three
review authors (LP, NJ, VN) and any disagreement was resolved by
consensus. If required, we contacted study investigators to resolve
any questions regarding the data.
To collect details from included studies, a data extraction form
was specifically designed for this review and pilot-tested on
three studies of diagnostic accuracy tests for endometriosis. The
following information was recorded for each study.
1. General information and study design: first author, year of
publication, country, language, setting, objectives, inclusion/
exclusion criteria, type of enrolment.
2. Characteristics of the study participants: age, symptoms/
history/previous tests, type of target condition and its
prevalence in the study population, number of participants
enrolled and available for analysis, reasons for withdrawal.
3. Features of the index test and reference standard: type,
diagnostic criteria, number and experience of the operators,
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blinding of the operators to other tests or clinical data,
interobserver variability, time interval between index test and
Reference
standard.
4. The reported number of true positives (TP), false negatives (FN),
true negatives (TN) and false positives (FP) was used to construct
a two-by-two (2 x 2) table for each index test. If these values were
not reported, we attempted to reconstruct the 2 x 2 tables from
the summary estimates presented in the article.
Data were extracted into Review Manager® (RevMan) so/f_tware,
which was used to display graphically the quality assessment, the
diagnostic estimates data, and the descriptive analyses.
Assessment of methodological quality
To assess the quality of each included study, we used QUADAS-2,
a modified version of the QUADAS tool for systematic reviews of
diagnostic accuracy studies (Whiting 2011).
The review-specific QUADAS-2 tool and explanatory document are
presented in Table 3. Each paper was judged as having a 'low',
'high' or 'unclear' risk for each of four domains and concerns
about applicability were assessed in three domains. We considered
studies as having low methodological quality when they were
at high or unclear risk of bias or when we had a high concern
regarding applicability at least in one domain. The assessment
of each included study was performed independently by three
review authors (LP, NJ, VN) and disagreements were settled by
consensus. Two review authors (LP, NJ) independently piloted
the topic-specific tool to rate four of the included studies with a
high level of agreement. Modifications specific to the combined
biomarkers review were made to the signalling questions of the
original QUADAS-2 tool and were as following.
Domain 1
We rephrased an original signalling question, 'Was a case-control
design avoided?' as 'Was a two-gate design avoided?'. The
diagnostic studies are cross-sectional in nature, aiming to compare
the result of an index test with the result of the reference standard
in the same group of participants. Study investigators measure the
parameters at a single point in time and classify the groups by
the outcome of the reference standard, albeit they perform the
analysis retrospectively. Therefore, unlike epidemiological studies,
the terminology 'cohort' and 'case-control' is less informative for
diagnostic test trials, so we substituted them for 'single-gate' and
'two-gate' designs. We included this question because a two-gate
design has more potential to introduce selection bias.
Domain 2
For the biomarker studies
2.1. We introduced an additional signalling question, 'Was the
phase of the menstrual cycle considered in interpreting the index
test?' to assess bias in the interpretation of the test results. Some
biochemical markers are sensitive to fluctuation in steroid sex
hormone levels across a menstrual cycle, which could result in
the differential expression of endometriosis biomarkers at different
cycle phases.
For the studies on clinical/imaging tests
2.2 We introduced an additional signalling question 'Was the index
test performed by a single operator?' to assess interobserver
variation bias.
2.3 We introduced an additional signalling question 'Were the same
clinical data available when the index test results were interpreted
as that which would be available when the test is used in practice?'
to assess a bias in clinical applicability.
2.4 We rephrased an original signalling question, 'If a threshold was
used, was it pre-specified?' as 'Did the study provide a clear pre-
specified definition of what was considered to be a positive index
test result' because this question was more applicable to imaging
modalities.
We undertook the assessment of methodological quality for each
domain, but we did not calculate a summary score to estimate the
overall quality of studies (Whiting 2005).
Statistical analysis and data synthesis
The estimates of sensitivity and specificity were generated in forest
plots and plotted in the receiver operating characteristic (ROC)
space for each index test using Review Manager 5 so/f_tware (RevMan
2014). The diagnostic performance of each test was investigated
and inter-study variation in the performance of each index test
was visually explored in relation to woman characteristics, study
design, and study quality factors. Two or more tests evaluated in
the same cohort were included as separate data sets, since the unit
of analysis was the test result, not the woman.
For studies that reported subgroup analyses per phase of the
menstrual cycle, we presented the data in a clinically relevant
way. For instance, we presented pooled estimates when there
was no statistically significant difference in biomarker expression
between cycle phases. Alternatively, where putative biomarkers
demonstrated cycle-dependent expression or were noted to be
modulated by ovarian hormones, we reported the test performance
either at several time points across the menstrual cycle or in the
phase that demonstrated the most distinct difference between
groups.
We planned to perform the bivariate logit normal random-effects
model for all meta-analyses with four studies or more and a
fixed-effect meta-analysis of sensitivity and specificity for smaller
groups of studies (two or three) in the absence of substantial
heterogeneity. The meta-analyses were planned to be performed
using SAS NLMIXED so/f_tware (Cary, NC: SAS Institute Inc) in order
to provide plots of the estimated summary points of sensitivity and
specificity and confidence regions. In this review a meta-analysis
was not performed due to the paucity of data for each combination
of non-invasive tests.
The comparative accuracy of index tests was assessed in two ways.
In direct, fully-paired comparisons where all the study participants
received more than one index test as well as the reference standard,
the estimates were plotted in RevMan. If a meta-analysis was
possible, test-level covariates in the bivariate logit normal model
were used to identify statistically significant differences. Otherwise,
the available comparative data were reported in a narrative way
and illustrated using forest and ROC plots.
When test performance was judged against the predetermined
diagnostic criteria, the point estimates of sensitivity and specificity
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were considered as the most informative presentation of test
performance. We acknowledge that tests with point estimates that
did not reach the predetermined criteria but confidence intervals
(CIs) which contained values above the threshold, could have
diagnostic value. Furthermore, tests with point estimates that
reached the criteria but CIs which contained values below the
threshold, could have an overestimated diagnostic value. If the
range of the CIs rather than the point estimates of the data are used,
the predetermined cut-off becomes meaningless. Therefore, we did
not consider CIs in qualifying the test performance, but utilised this
information in interpreting the reliability of the obtained data.
Dealing with missing data
Missing data were defined as any information on the study
population, index tests or reference standard that was not available
in the publication which was required to determine the eligibility of
the study for inclusion, the methodological quality or to construct
the results table. If missing data were identified, we contacted the
authors in an attempt to obtain this information. If missing data
prevented a clear judgment regarding applicability for inclusion
or the construction of accurate 2 x 2 tables and the data were
not available from the primary investigators (for example, we were
unable to locate the contact details of the authors or there was no
reply from the authors or the authors replied that the requested
information was unavailable), we excluded the study from the
review.
Investigations of heterogeneity
We planned to assess heterogeneity by visually examining the
forest plots of sensitivities and specificities and the ROC plots for
each index test. The potential sources of heterogeneity are stated
in the Secondary objectives. For diagnostic tests with more than
10 eligible studies, we planned to formally explore heterogeneity
by using study-level covariates. We were unable to assess sources
of heterogeneity in this review because there was only one study
for each test. We also planned to assess the sensitivity of results
to the inclusion and exclusion of outlying studies in all analyses,
but refrained from doing so, again because of the small number of
studies for most analyses.
Sensitivity analyses
We planned to conduct sensitivity analyses to assess the impact
of the methodological quality of included studies on the results
of any meta-analyses if sufficient data were available. Low-quality
studies were defined by the identification of a high risk of bias
for one or more QUADAS-2 domains. We also planned to use the
'leave-one-out’ procedure to assess the impact of each study on
the meta-analysis results (leading study effect). In this review we
were unable to undertake sensitivity analyses due to the paucity of
studies evaluating each biomarker.
Assessment of reporting bias
A comprehensive search of multiple sources for eligible studies, a
search of trial registers and no language restrictions minimised the
risk of reporting bias. However, publication bias generally arises
when studies have a higher chance of being published if their
Results
are positive. Therefore unpublished and published study
databases and conference proceedings were initially searched and
evaluated. During the process of qualifying the studies for inclusion
in this review, we faced substantial difficulty in obtaining full-
text publications or further details of studies published in an
Abstract
form. This precluded a reliable assessment of eligibility
and methodological quality and it was decided not to include these
publication sources in this review.
R E S U L T S
Results
of the search
The literature search identified 33,438 references for the biomarker-
based tests in the following databases: CENTRAL (n = 226), MEDLINE
(n = 10,328), EMBASE (n = 10,313), CINAHL (n = 1131), PsycINFO (n
= 174), Web of Science (n = 7425), LILACS (n = 420), OAIster (n =
446), Trip (n = 1648), trial registers for ongoing and registered trials
(n = 523), MEDION (n = 2), DARE (n = 99), PubMed, a ‘systematic
review’ search (n = 418) and simple search PubMed (n = 267). For the
imaging tests, the search identified 32,275 references as following:
CENTRAL (n = 445), MEDLINE (n = 7391), EMBASE (n = 12,161),
CINAHL (n = 668), PsycINFO (n = 174), Web of Science (n = 7425),
LILACS (n = 420), OAIster (n = 446), TRIP (n = 1648), trial registers
for ongoing and registered trials (n = 523), MEDION (n = 190), DARE
(n = 99), PubMed, a ‘systematic review’ search (n = 418) and simple
search PubMed (n = 267). These databases were searched from
inception to 20 April - 31 July 2015.
The flow of the selection process is presented in Figure 2. Titles
were screened to exclude duplicates (n = 20,017) and clearly
irrelevant studies (n = 40,723). A further 4941 references were
eliminated a/f_ter the abstracts were reviewed because either they
did not address the research question or they clearly did not meet
the inclusion criteria. The full texts of the remaining 32 references
were retrieved and assessed for eligibility. Data from five studies
required additional clarification from the authors and two non-
English publications were translated. Ultimately, 11 studies were
eligible and provided data for the review and 21 studies were
excluded.
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Figure 2. /uni00A0 Flow of the studies identified in literature search for systematic review on combination of non-invasive
tests for diagnosis of endometriosis.
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Basic features of the included studies
The list and details of the included studies are presented in
Characteristics of included studies. The 11 eligible studies included
1339 participants, with a median of 101 women per study (range
55 to 368). Of these studies, four were conducted in Europe, four in
Asia, one in Australia, one in North America and one in the Middle
East. Ten studies were performed at University Hospitals, two of
which were tertiary endometriosis centres and one study was
performed at a biotechnology firm. Three studies were published
in 1996, three studies were published between 2003 and 2009 and
the remaining five studies were published between 2012 and 2014.
All the included studies evaluated women of reproductive age.
There were no randomised controlled trials and all the studies were
observational, mainly of cross-sectional design. Ten studies were
'single-gate', where both cases and controls were sampled from
the same population and one study was of a 'two-gate design',
including a wider group of participants who were undergoing
surgery for various indications. Laparoscopy was used for diagnosis
in all studies, laparotomy was co-utilised in four studies and seven
studies used histopathology to confirm the surgical diagnosis.
Seven studies evaluated any pelvic endometriosis, of which one
study included only participants with minimal-mild endometriosis
(rASRM stage I-II), one study included only participants with
moderate-severe endometriosis (rASRM stage III-IV) and one study
concentrated on endometriosis with peri-ovarian adhesions. Two
other studies addressed only ovarian endometriosis, one study
focused on a combination of ovarian endometriosis and deep
infiltrating endometriosis (DIE), and one study addressed mapping
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DIE at specific anatomical sites. The reported prevalence of
endometriosis varied from 29% to 69%. Four studies received
financial support, of which one study reported commercial funding
and most authors of that publication worked in the biotechnology
industry. Four other groups of authors declared no conflict of
interest and no information was available from the remaining
studies.
Basic features of the excluded studies
The list and descriptions of the excluded studies are presented
in Characteristics of excluded studies. Based on a full-text
assessment, 21 publications were excluded, of which 15 studies
evaluated several testing modalities but did not present diagnostic
estimates for the combined test. A further two studies reported
statistically significant differences in biomarker levels between the
study and control groups, but contained insufficient diagnostic
accuracy information for the construction of 2 x 2 contingency
tables. One study was of retrospective design where the
participants were recruited a/f_ter the surgical procedure and
enrolled postmenopausal women. In one excluded paper the target
condition was outside the inclusion criteria and normal versus
abnormal pelvis comparison was made without any independent
data for endometriosis. One study incorporated imaging evaluation
into the combined test but reported only 'lesion-level' analysis and
one study was excluded because it was a review article.
Methodological quality of included studies
The quality of the included studies is illustrated in the QUADAS-2
Results
summary (Figure 3 and Figure 4). Overall, the studies were of
poor methodological quality and all studies had an unclear or high
risk of bias in at least one domain.
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Figure 3. /uni00A0 Risk of bias and applicability concerns summary: review authors' judgements about each domain for each
included study
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Figure 4. /uni00A0 Risk of bias and applicability concerns graph: review authors' judgements about each domain presented
as percentages across included studies
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Five studies presented a low risk of patient selection bias (Guerriero
1996a; Guerriero 1996b; Hudelist 2009; Koninckx 1996; Marasinghe
2014), five studies demonstrated an unclear risk and one study
was assessed at high risk for this domain. Non-consecutive or
non-random selection of participants, utilisation of a two-gate
design for participant selection, the absence of a clear definition
of inclusion/exclusion criteria and using a highly selected group of
women were the main reasons for a high risk assessment of bias.
One study demonstrated a low risk of index test interpretation bias
(Marasinghe 2014), one study demonstrated an unclear risk and
nine studies carried a high risk. A lack of clear pre-specified criteria
for a positive diagnosis and index test operators not being blind
to the results of reference standard were the main reasons for a
high risk assessment. The skill level of a test operator and the
interobserver variability, both of which directly affect performance
of the tests, were rarely reported.
Eight studies were at low risk of bias in the 'reference standard'
domain (Cho 2012; el Sharkwy 2013; Gagné 2003; Guerriero 1996a;
Guerriero 1996b; Marasinghe 2014; Paiva 2014; Yun 2014), three
studies were classified as unclear risk and no studies demonstrated
a high risk. An unclear risk of bias was assigned if there was not
enough information to determine how likely the reference standard
was to have correctly classified the target condition. Specifially,
surgical procedures were not well-described, the criteria for a
positive reference standard were not stated, it was unclear if
histology was utilised to confirm surgical diagnosis, or there was
no information regarding the experience of the surgeons or the
pathologists involved.
Eight studies presented a low risk of bias in the 'flow and timing'
domain (Cho 2012; Gagné 2003; Guerriero 1996a; Guerriero 1996b;
Hudelist 2009; Paiva 2014; Yun 2014; Zeng 2005), no studies
demonstrated an unclear risk and three studies carried a high
risk. In every study all participants received the same reference
standard. The time interval between the index test and the
Reference
standard was placed as 12 months or less and the
most commonly reported time interval was immediately before
surgery. A high risk of bias was assigned if there were unexplained
withdrawals that exceeded 5% of the enrolled population or if the
reason for withdrawal could introduce selection bias regarding the
samples analysed.
Five studies presented a low concern for patient selection
applicability, no studies demonstrated an unclear concern and
six were of high concern. A high concern in patient selection
applicability was assigned if the study utilised two-gate selection
for cases and controls or if only a limited spectrum of disease
was evaluated. In our view, any sampling deviation from a
representative group of the entire clinically relevant population
could skew the estimates of diagnostic accuracy in any direction.
In 10 studies there was a low concern of index test applicability,
whereas in one study the concern was unclear and none of the
studies presented a high concern. An unclear concern was assigned
when the study did not present sufficient information regarding the
conduct of the tests, such as the laboratory methods or reagents
used or the level of expertise of the test operators.
All 11 studies were of low concern for applicability in regards to
the reference standard and none of the studies had high or unclear
concern. All the included studies implemented pelvic surgery
(laparoscopy or laparotomy) as a reference standard, which could
be relied upon to match the review question.
Findings
A total of 15 diagnostic combinations of several testing modalities
were evaluated in the 11 included studies (Summary of findings
1). Of these, seven were assessed for their value in detecting
pelvic endometriosis, two tests were appraised in a context of DIE
or endometrioma and 10 tests were evaluated for their accuracy
to differentiate endometrioma from other benign ovarian cysts.
One additional test looked at specific anatomical sites of DIE and
therefore may be considered for a preoperative mapping rather
for a primary diagnosis of the disease. The ways the tests were
combined in a diagnostic panel varied between the studies and
included the following: 1. all the tests of the panel are positive
considering a specific cut-off for each constituent; 2. either of
the tests included in a diagnostic panel is positive; 3. sum or
multiplication of values of all the tests comprising diagnostic panel
utilising distinct cut-off value; 4. multivariate logistic regression
model.
1. Tests for the diagnosis of any pelvic endometriosis
1) IL-6 (> 15.4 pg/ml) [serum] + PGP 9.5 [endometrium]
The diagnostic performance of serum IL-6 in combination with
endometrial PGP 9.5 was evaluated in one study with a total
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of 78 women (el Sharkwy 2013 ). The test was performed in the
follicular phase of the menstrual cycle and was evaluated for
only minimal-mild endometriosis, rASRM I-II. The definition of
positive test was a cut-off value > 15.4 pg/ml for IL-6 and positive
immunohistochemistry (IHC) staining for PGP 9.5 in the functional
layer of endometrium. When both components of the test were
positive, the sensitivity was 1.00 (95% CI 0.91 to 1.00), and the
specificity 0.93 (95% CI 0.80 to 0.98) (Figure 5; Figure 6). The point
estimates met the criteria for a replacement and SnOUT triage test
and approached the criteria for a SpIN triage test. The diagnostic
estimates of the combined test were higher than for each individual
tests assessed in this study: for serum IL-6 with a cut-off above
15.4 pg/ml the sensitivity and specificity were 0.89 (95% CI 0.75
to 0.97) and 0.82 (95% CI 0.67, 0.93), respectively; for PGP 9.5 the
sensitivity and specificity were 0.92 (95% CI 0.79 to 0.98) and 0.80
(95% CI 0.64 to 0.91), respectively. The CIs were broad for each of
the included tests, which was particularly prominent for individual
tests. Further testing in larger studies including participants with a
wider spectrum of endometriosis is needed to confirm the role of
the above test in detecting endometriosis.
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Figure 5. /uni00A0 Forest plot of the combined tests for detection of pelvic endometriosis. Plot shows the estimates of
sensitivity and specificity (squares) with 95% CI (black line) specific for each evaluation (each evaluation was
derived from a single study), country in which the study was conducted and severity of the disease assessed by each
study, reported as rASRM stage. FN: false negative; FP: false positive; TN: true negative; TP: true positive.
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Figure 6. /uni00A0 Study specific estimates of the diagnostic accuracy of the combined tests for detection of pelvic
endometriosis plotted in ROC space. Each point represents the pair of sensitivity and specificity from each
evaluation (each evaluation was derived from a single study). The size of each point is proportional to the sample
size the shape designates different tests. The bars correspond to 95% CIs of each individual evaluation.
/uni00A0
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2) CA-125 [serum] (> 35 U/ml) + aromatase P450 [endometrium].
One study comprising 58 women evaluated the role of serum
CA-125 combined with endometrial aromatase P450 in diagnosing
endometriosis (Zeng 2005). The test was performed in the follicular
or luteal phases of the menstrual cycle, but the effect of the
cycle phase on the test performance was not assessed. The study
addressed pelvic endometriosis, rASRM I-IV. The test was positive
when the CA-125 level was above 35 U/ml and endometrial IHC was
positive for aromatase. Considering both positive components, the
test had a sensitivity of 0.92 (95% CI 0.78 to 0.98) and a specificity
of 0.68 (95% CI 0.45 to 0.86) (Figure 5; Figure 6), approaching
the criteria for a SnOUT triage test. Direct comparison between
the combination and each individual test assessed in this study
revealed that the combined test had higher sensitivity but lower
specificity than each individual test: CA-125 sensitivity 0.44 (95%
CI 0.28 to 0.62), specificity 0.82 (95% CI 0.60 to 0.95); aromatase
P450 sensitivity 0.83 (95% CI 0.67 to 0.94), specificity 0.86 (95% CI
0.65 to 0.97) with wide CIs for each evaluation. This result requires
further validation in large well-defined populations, accounting for
a menstrual cycle phase of testing.
3) VDBP-Cr [urine] x CA-125 [serum] (> 2755)
The diagnostic performance of the combination of urinary VDBP
(vitamin-D-binding protein) and serum CA-125 was evaluated in
one study, which included 95 women (Cho 2012 ). The test was
performed in the follicular or luteal cycle phase. Even though the
study included endometriosis of varying severity (rASRM I-IV), more
than 90% of women with endometriosis had moderate - severe
disease (52/57). Urinary VDBP levels were significantly higher in
endometriosis only in luteal cycle phase, however the performance
of the combined test was not stratified by a cycle phase. The test
was considered positive when a multiplication of urinary VDBP
level corrected for creatinine (VDBP-Cr) by serum CA-125 level was
above 2755. The test demonstrated a sensitivity of 0.74 (95% CI
0.60 to 0.84) and a specificity of 0.97 (95% CI 0.86 to 1.00) (Figure
5; Figure 6) and met the criteria for a SpIN triage test. In direct
comparison this combination had higher diagnostic estimates than
VDBP only (sensitivity 0.58 (95% CI 0.44 to 0.71), specificity 0.55
(95% CI 0.38 to 0.71). Both individual urinary VDBP and combined
VDBP + CA-125 test manifested wide CIs; separate data for CA-125
only were not available from this study. Further evaluation of
VDBP - CA-125 combination across the spectrum of endometriosis
particularly in the luteal phase may help to clarify the diagnostic
role of this tests in endometriosis.
4) NNE-Cr [urine] + CA-125 [serum] (> 27.23)
The role of combining urinary NNE (enolase I) and serum CA-125
was assessed in one study with a total of 59 participants (Yun
2014). The test was performed in the follicular or luteal cycle phase
and assessed only moderate - severe endometriosis, rASRM III-IV.
Urinary NNE expression was not influenced by cycle phase and was
significantly greater (P = 0.026) in women with endometriosis only
a/f_ter correction for creatine excretion. A positive test was defined as
an arithmetical sum of the urinary NNE-Cr and serum CA-125 level
above 27.23. This test exhibited a sensitivity of 0.77 (95% CI 0.61 to
0.89) and a specificity 0.85 (95% CI 0.62 to 0.97) (Figure 5; Figure
6). Although the diagnostic estimates of the combination were
superior to those of NNE only (sensitivity 0.56 (95% CI 0.40 to 0.72),
specificity 0.70 (95% CI 0.46 to 0.88); the diagnostic estimated for
CA-125 only were not available), the criteria for either replacement
or triage test were not met. Considering a single study, there is
not enough information on diagnostic utility of NNE + CA-125
combination in detecting endometriosis.
5) History (dysmenorrhoea and dyspareunia) + PV examination
+ TVUS
One study comprising 106 participants evaluated the combination
of history, gynaecological examination and transvaginal ultrasound
(TVUS) for detecting pelvic endometriosis, rASRM I-IV (Marasinghe
2014). The authors did not specify the menstrual cycle phase
of the testing. The test was considered as positive when: 1. the
clinical history was positive for dysmenorrhoea and dyspareunia.
Pain severity was assessed using a visual analogue scale ranging
one to 10 with a score of one considered as 'no pain'; 2.
bimanual pelvic vaginal examination (PV) was used to detect
the presence of pelvic tenderness, a fixed retroverted uterus,
tender uterosacral ligaments and deeply infiltrating nodules on the
uterosacral ligaments or in the cul-de-sac; 3. TVUS demonstrated
'fixed ovaries', defined when the ovaries did not move freely over
the ipsilateral internal iliac vessels or pelvic sidewall or uterus with
the gentle pressure; any of these findings resulted in a 'positive' test
result. Sonographic criterion suggested that the authors focused
on endometriosis with per-ovarian adhesions. The combination
of positive history, examination findings and TVUS findings had
a sensitivity of 0.92 (95% CI 0.78 to 0.98) and a specificity of
0.61 (95% CI 0.48 to 0.72) (Figure 5; Figure 6). The diagnostic
estimates approached the criteria for a SnOUT triage test, although
contained wide CIs. The reported sensitivity and specificity for
each component of the test in this study were 0.46 and 0.77 for
dyspareunia, 0.76 and 0.70 for dysmenorrhoea, 0.73 and 0.88 for
positive vaginal examination, and 0.78 and 0.94 for fixed ovaries on
TVUS.
6) History (length of menses) + CA-125 [serum] (> 35 U/ml) +
leukocytes [endometrium]
One study with a total of 368 participants assessed the performance
of history, serum CA-125 and endometrial leukocyte subsets in
diagnosing endometriosis (Gagné 2003 ). The test was performed
in the luteal cycle phase and was utilised for detecting a wide
spectrum of pelvic endometriosis, rASRM I-IV. The diagnostic test
for endometriosis included the following: 1. clinical history (length
of menses) 2. serum CA-125 with a cut-off value above 12.8 U/ml; 3.
endometrial leukocytes (CD3+, CD16+, CD3-HLADR-, CD3-CD45RA-,
CD3+CD16-, CD3+CD56-, CD56-CD16+, CD16b+) with specific cut-off
for each leukocyte subset. The test parameters were selected by
univariate analysis and then included in the predictive model by
utilising a multiple logistic regression with subsequent bootstrap
Method
validation. The model adjusted for gravidity and histologic
dating (early, mid or late luteal phase) demonstrated a sensitivity
of 0.61 (95% CI 0.54 to 0.69) and a specificity of 0.95 (95% CI 0.91 to
0.98) (Figure 5; Figure 6). In this study, the combined test performed
better than CA-125 only (sensitivity 0.20 (95% CI 0.15 to 0.27),
specificity 0.92 (95% CI 0.87 to 0.95)) and met the criteria for a SpIN
triage test. The diagnostic estimates for endometrial leukocytes
only were not available.
7) History (parity, past use of IUD, past endometriosis, alcohol
intake, dyspareunia) + CA-125 [serum]
The combination of the clinical and demographical parameters
with serum CA-125 for discriminating women with and without
endometriosis was evaluated in one study comprising 101
participants (Paiva 2014). The test was performed at different
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phases of menstrual cycle (menstrual, follicular or luteal) and
assessed the full spectrum of endometriosis, rASRM I-IV. The
level of CA-125 did not vary across the menstrual cycle. Fourteen
parameters identified by univariate analysis were used with logistic
regression to produce the diagnostic model, which included 1.
clinical data: parity, ever had an intrauterine device (IUD), history
of endometriosis, alcohol intake, dyspareunia); 2. serum CA-125,
cut-off value not specified. The diagnostic model demonstrated
a sensitivity of 0.93 (95% CI 0.84 to 0.98) and a specificity
of 0.63 (95% CI 0.44 to 0.79) (Figure 5; Figure 6). The test
approached the criteria for a SnOUT triage test, although exhibited
wide CIs for both sensitivity and specificity. The information on
diagnostic performance of individual components of the test was
not available.
2. Tests for diagnosis of DIE or ovarian endometriosis
1) PV examination (menstrual nodularities) + CA-125 [serum] (>
35 IU/L)
2) PV examination (menstrual nodularities) OR CA-125 [serum]
(> 35 IU/L)
One study comprising 55 participants, evaluated the role of
gynaecological examination in adjunct with serum CA-125 for
detecting one of the following target conditions: 1. DIE or ovarian
endometrioma or severe pelvic adhesions; 2. only DIE; 3. only
ovarian endometrioma (Koninckx 1996). The test included 1.
bimanual PV examination during menstruation, which was scored
as positive when an induration or painful nodularities was felt; 2.
serum CA-125 measured in mid-follicular cycle phase with a cut-off
value above 35 IU/L. Two variations of the test were assessed for
each target condition: 1. both components of the test were positive
or 2. either of the two tests was positive.
For detecting DIE, endometrioma or severe adhesions the test
exhibited a sensitivity of 0.42 (95% CI 0.22 to 0.63) with a specificity
of 1.00 (95% CI 0.80 to 1.00) when both examination and serum
CA-125 were positive. The test achieved a sensitivity of 0.88 (95%
CI 0.68 to 0.97) with a specificity of 0.82 (95% CI 0.57 to 0.96)
when either component of the combined test was positive (Figure
7; Figure 8). For DIE only, the test demonstrated a sensitivity of
0.38 (95% CI 0.14 to 0.68) with a specificity of 0.88 (95% CI 0.64
to 0.99) when both examination and serum CA-125 were positive,
and a sensitivity of 0.85 (95% CI 0.55 to 0.98) with a specificity
of 0.71 (95% CI 0.44 to 0.90) when either component of the test
was positive (Figure 7; Figure 8). For endometrioma, the test had
a sensitivity of 0.56 (95% CI 0.21 to 0.86) with a specificity of 0.88
(95% CI 0.64 to 0.99) when both examination and serum CA-125
were positive, and a sensitivity of 0.89 (95% CI 0.51 to 1.00) with
a specificity of 0.65 (95% CI 0.38 to 0.86) when either component
of the composite test was considered (Figure 7; Figure 8). None of
these tests met the criteria for either a replacement or of the triage
tests and all evaluations were featured by wide CIs. The reported
diagnostic parameters for CA-125 on its own were sensitivity 0.5
with specificity 0.88 for DIE, endometrioma or severe adhesions;
sensitivity 0.47 with specificity 0.81 for DIE and sensitivity 0.67 with
specificity 0.81 for endometrioma.
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Figure 7. /uni00A0 Forest plot of the combined tests for detection of DIE or ovarian endometriosis. Plot shows the estimates
of sensitivity and specificity (squares) with 95% CI (black line) specific for each evaluation (each evaluation was
derived from a single study), country in which the study was conducted and type of target condition assessed by
each study. FN: false negative; FP: false positive; TN: true negative; TP: true positive.
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Figure 8. /uni00A0 Study specific estimates of the diagnostic accuracy of the combined tests for detection of DIE or ovarian
endometriosis plotted in ROC space. Each point represents the pair of sensitivity and specificity from each
evaluation (each evaluation was derived from a single study). The size of each point is proportional to the sample
size the shape designates different tests. The bars correspond to 95% CIs of each individual evaluation.
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3. Tests for differentiating ovarian endometriosis versus other
benign ovarian cysts in women of reproductive age
1) TVUS + CA-125 [serum] (≥ 25 U/ml) + CA-19.9 [serum] (≥12 U/
ml)
2) TVUS + (CA-125 [serum] (≥ 25 U/ml) OR CA-19.9 [serum] (≥12 U/
ml))
3) TVUS + CA-19.9 [serum] (≥ 12 U/ml)
4) TVUS OR CA-19.9 [serum] (≥ 12 U/ml)
One study comprising 118 participants evaluated a composite test
of TVUS and serum tumour markers CA-125 and/ or CA-19.9 for
discriminating ovarian endometrioma from other benign cysts in
women of reproductive age (Guerriero 1996a). All the participants
were tested in the follicular phase of the menstrual cycle. Positive
TVUS test (presence of endometrioma) was described as a presence
of a round shaped homogeneous hypoechoic 'tissue' within the
ovary with clear demarcation from the parenchyma and without
papillary proliferations. A cut-off for a positive serum biomarker
was above 25 U/ml for CA-125 and above 12 U/ml for CA-19.9.
The test demonstrated a sensitivity of 0.49 (95% CI 0.32 to 0.65) and
a specificity of 0.99 (95% CI 0.93 to 1.00) when all three components
of the test were positive (Figure 9; Figure 10), approaching the
criteria for a SpIN triage test. The test had a higher sensitivity (0.79
(95% CI 0.64 to 0.91)) and slightly lower specificity (0.97 (95% CI 0.91
to 1.00)) when either positive blood test was considered in adjunct
with TVUS (Figure 9; Figure 10), meeting the criteria for a SpIN triage
test.
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Figure 9. /uni00A0 Forest plot of the combined tests (TVUS and/or CA-125 and/or CA-19.9) for differentiation of ovarian
endometriosis vs. other benign ovarian cysts. Plot shows the estimates of sensitivity and specificity (squares) with
95% CI (black line) specific for each evaluation (each evaluation was derived from a single study Guerriero 1996a),
country in which the study was conducted and target condition assessed by each study. FN: false negative; FP: false
positive; TN: true negative; TP: true positive.
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Figure 10. /uni00A0 Study specific estimates of the diagnostic accuracy of the combined tests (TVUS and/or CA-125 and/or
CA-19.9) for differentiation of ovarian endometriosis vs. other benign ovarian cysts plotted in ROC space. Each point
represents the pair of sensitivity and specificity from each evaluation (each evaluation was derived from a single
study Guerriero 1996a). The size of each point is proportional to the sample size the shape designates different
tests. The bars correspond to 95% CIs of each individual evaluation.
/uni00A0
When only TVUS and CA-19.9 were considered, a sensitivity was
0.54 (95% CI 0.37 to 0.70) and a specificity was 0.97 (95% CI 0.91
to 1.00) for both positive components (Figure 9; Figure 10), which
could qualify as a SpIN triage test. When either TVUS or CA-19.9 was
positive, the test demonstrated a sensitivity of 0.92 (95% CI 0.79 to
0.98) and a specificity of 0.70 (95% CI 0.58 to 0.78) (Figure 9; Figure
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10), approaching the criteria for a SnOUT triage test. Considering
the data reported by a single study and wide overlapping CIs, we
suggest caution in interpretation of the presented findings.
In a head-to-head direct comparison, the test based on a
combination of ether positive blood biomarker with TVUS and
a combination of CA-19.9 with TVUS performed better than the
test including both positive CA-19.9 and CA-125. The study-specific
diagnostic estimates for TVUS only were sensitivity 0.85 (95%
CI 0.69 to 0.94) and specificity 0.97 (95% CI 0.91 to 1.00). This
suggested that addition of biomarkers to ultrasound examination
did not improve diagnostic performance of the test in this study,
resulting in lower sensitivity and only marginally higher or similar
specificity for most combinations. This was particularly noticeable
for the combinations with CA-125. Further, no blood biomarker
combinations from this study without TVUS met the criteria of
either replacement or triage test (Nisenblat 2016a).
5) TVUS + CA-125 [serum] (≥ 20 U/ml)
6) TVUS OR CA-125 [serum] (≥ 20 U/ml)
7) TVUS + CA-125 [serum] (≥ 25 U/ml)
8) TVUS OR CA-125 [serum] (≥ 25 U/ml)
9) TVUS + CA-125 [serum] (≥ 35 U/ml)
10) TVUS OR CA-125 [serum] (≥ 35 U/ml)
One study with a total of 101 women evaluated the combination of
TVUS and serum CA-125 in diagnosing ovarian endometrioma when
compared with other benign ovarian cysts (Guerriero 1996b). The
study was performed by the same group that evaluated the above
mentioned combined testing for endometrioma (TVUS or CA-125
or CA-19.9), utilising similar sonographic criteria and similar testing
time (follicular cycle phase). Two variations of the test included 1.
both TVUS and CA-125 positive and 2. either test is positive.Three
different cut-off thresholds for CA-125 were used for each pair of the
combined test (≥ 20 U/ml; ≥ 25 U/ml; ≥ 35 U/ml).
For TVUS and CA-125 with a cut-off value ≥ 20 U/ml, the diagnostic
estimates met the criteria for a SpIN triage test, when both tests
were positive (sensitivity 0.69 (95% CI 0.49 to 0.85), specificity of
0.96 (95% CI 0.88 to 0.99)) and approached the criteria for a SnOUT
triage test when either positive test was considered (sensitivity 0.93
(95% CI 0.77 to 0.99), specificity of 0.53 (95% CI 0.41 to 0.65)) (Figure
11; Figure 12).
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Figure 11. /uni00A0 Forest plot of the combined tests (TVUS and/or CA-125 at varying thresholds) for differentiation of
ovarian endometriosis vs. other benign ovarian cysts. Plot shows the estimates of sensitivity and specificity
(squares) with 95% CI (black line) specific for each evaluation (each evaluation was derived from a single study
Guerriero 1996b), country in which the study was conducted and target condition assessed by each study. FN: false
negative; FP: false positive; TN: true negative; TP: true positive.
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/uni00A0
Figure 12. /uni00A0 Study specific estimates of the diagnostic accuracy of the combined tests (TVUS and/or CA-125 at varying
thresholds) for differentiation of ovarian endometriosis vs. other benign ovarian cysts plotted in ROC space. Each
point represents the pair of sensitivity and specificity from each evaluation (each evaluation was derived from
a single study Guerriero 1996b). The size of each point is proportional to the sample size the shape designates
different tests. The bars correspond to 95% CIs of each individual evaluation.
/uni00A0
For TVUS and CA-125 with a cut-off value ≥ 25 U/ml, the diagnostic
estimates met the criteria for a SpIN triage test when both tests
were positive (sensitivity 0.69 (95% CI 0.49 to 0.85), specificity of
0.96 (95% CI 0.88 to 0.99)) and approached the criteria for a SnOUT
triage test when either positive test was considered (sensitivity 0.90
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(95% CI 0.73 to 0.98), specificity of 0.63 (95% CI 0.50 to 0.74)) (Figure
11; Figure 12).
For CA-125 with a cut-off value ≥ 35 U/ml, the diagnostic estimates
met the criteria for a SpIN triage test when both tests were positive
(sensitivity 0.52 (95% CI 0.33 to 0.71), specificity of 0.97 (95% CI 0.90
to1.00)) and approached the criteria for a replacement and SnOUT
triage test when either positive test was considered (sensitivity 0.90
(95% CI 0.73 to 0.98), specificity of 0.75 (95% CI 0.63 to 0.84)) (Figure
11; Figure 12).
In direct comparison, TVUS and CA-125 at a cut-off value ≥ 25 U/
ml and ≥ 35 U/ml performed better than at a cut-off value ≥20
U/ml only when either positive test was considered, but did not
improve diagnostic estimates of the combination when both tests
were positive. In this study TVUS alone (sensitivity 0.83 (95% CI 0.64
to 0.94), specificity 0.93 (95% CI 0.85 to 0.98)), was more sensitive
than the combination TVUS + CA-125 and more specific than
the combination TVUS OR CA-125. None of the blood biomarkers
without TVUS could qualify as useful diagnostic test (Nisenblat
2016a).
4. Tests for mapping of DIE at specific anatomical locations
1) PV examination + TVUS
One study comprising 200 participants evaluated the combination
of gynaecological examination and TVUS for detecting DIE
at specific anatomical locations: 1. pouch of Douglas (POD)
obliteration; 2. vaginal wall; 3. rectovaginal septum (RVS); 4.
rectum. The cycle phase of the testing was not reported (Hudelist
2009). The gynaecological bimanual examination was considered
positive when nodularity or stiffened or thickened area or
a palpable cystic expansion were detected at the evaluated
anatomical sites. TVUS criteria were defined for each anatomical
location, specifically 1. uterus, adnexa and rectosigmoid colon
fixed to each other with disappearance of the peritoneal structure
(complete POD obliteration); peritoneal limits partially identified
with the presence or absence of suspended or lateralised fluid
collection (incomplete POD obliteration); 2. thickening or the
presence of a hypoechogenic cystic or non-cystic nodularity
within the posterior vaginal wall (vaginal DIE); 3. presence of a
hypoechogenic nodularity or cystic mass within RVS - area between
rectum and posterior vaginal wall from the level of introitus up
to a level defined by the lower border of posterior lip of cervix
(RVS DIE); 4. presence of a regular or irregular hypoechogenic mass
distorting and replacing the normal appearance of the muscular
layer of the rectal wall (rectal DIE). Considering that only specific
sites of endometriosis were assessed, these tests can not be
considered diagnostic but can be utilised for preoperative mapping
of the disease and more careful planning of endometriosis surgery.
Therefore, the tests for preoperative mapping of the disease were
only evaluated as triage tests to inform decisions to undertake
surgery for endometriosis.
The combination of PV examination and TVUS demonstrated the
following diagnostic estimates:
1. for POD obliteration: a sensitivity of 0.87 (95% CI 0.69 to 0.96)
and a specificity of 0.98 (95% CI 0.95 to 1.00), meeting the criteria
for a SpIN triage test;
2. for vaginal wall DIE: a sensitivity of 0.82 (95% CI 0.60 to 0.95) and
a specificity of 0.99 (95% CI 0.97 to 1.00), meeting the criteria for
a SpIN triage test;
3. for RVS endometriosis: a sensitivity of 0.88 (95% CI 0.47 to 1.00)
and a specificity of 0.99 (95% CI 0.96 to 1.00), meeting the criteria
for a SpIN triage test; sensitivity demonstrated wide CIs;
4. for rectal endometriosis: a sensitivity of 0.96 (95% CI 0.86 to 0.99)
and a specificity of 0.98 (95% CI 0.94 to 1.00), meeting the criteria
for a replacement and both a SnOUT and SpIN triage tests.
Separate diagnostic estimates for TVUS only were not reported in
this study.
Investigations of heterogeneity and sensitivity analyses
The potential sources of heterogeneity are outlined in Secondary
objectives. There was only one study evaluating each test, therefore
investigations of heterogeneity and sensitivity analyses were not
possible in this review.
D I S C U S S I O N
Summary of main results
Summary of main results presented in this review
Fi/f_teen combinations of several non-invasive methods for the
diagnosis of endometriosis were evaluated in 11 included
studies published between 1996 and 2014 and comprising 1339
participants. The composite tests have been assessed in small
individual studies, providing insufficient data to perform a meta-
analysis. None of the included studies were of high methodological
quality. There were too few studies to perform a meaningful
evaluation for any of the combination tests. Although some tests
were sensitive and specific enough to qualify as a replacement or
triage test for detecting endometriosis, each was explored in only
one study and warrant further validation.
Combinations of several testing methods that met the criteria for a
replacement test.
1. IL-6 >15.4 pg/ml [serum] + PGP 9.5 [endometrium] - for pelvic
endometriosis
2. PV examination + TVUS - for rectal endometriosis
Combinations of several testing methods that met the criteria for a
SpIN triage test.
1. VDBP-Cr [urine] x CA-125 [serum] >2755 - for pelvic
endometriosis
2. History (length of menses) + CA-125 [serum] >35 U/ml +
leukocytes [endometrium] - for pelvic endometriosis
3. TVUS + (CA-125 [serum] ≥25 U/ml OR CA-19.9 [serum] ≥12 U/ml)
- for ovarian endometrioma
4. TVUS + CA-19.9 [serum] ≥12 U/ml - for ovarian endometrioma
5. TVUS + CA-125 [serum] ≥20 U/ml - for ovarian endometrioma
6. TVUS + CA-125 [serum] ≥25 U/ml - for ovarian endometrioma
7. TVUS + CA-125 [serum] ≥35 U/ml - for ovarian endometrioma
8. PV examination + TVUS - for the following anatomic locations:
a. POD obliteration;
b. vaginal wall;
c. RVS.
In all the included studies, combinations of the biomarkers had
higher diagnostic estimates than those reported for each individual
component of the combined test. However, addition of CA-125
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had only a small contribution to the diagnostic performance of
the test. We also observed that combinations of biomarkers with
TVUS for detecting ovarian endometrioma had lower sensitivity
and largely comparable specificity than that presented for TVUS
alone in the review on imaging tests (Nisenblat 2016b). Considering
the results of meta-analysis from the imaging tests review, addition
of vaginal examination to TVUS improved diagnostic performance
of ultrasound in detecting vaginal and rectal endometriosis, but
did not seem to be superior to TVUS alone for detecting of POD
obliteration and RVS endometriosis.
The findings of this 'combination of the tests' review need
to be interpreted with caution. Considering both the level of
heterogeneity and the high/unclear risk of bias of included studies,
the results do not appear sufficiently reliable to inform clinical
practice.
Strengths and weaknesses of the review
This review is part of a comprehensive review series of minimally
invasive biomarkers for the diagnosis of endometriosis, including
1) imaging tests (Nisenblat 2016b ), 2) urinary biomarkers (Liu
2015), 3) blood biomarkers (Nisenblat 2016a ), 4) endometrial
biomarkers (Gupta 2016), and 5) combination of several testing
modalities, presented in this review. The main strength of the
review series is its attempt to systematically review the vast
number of widely heterogeneous studies in the literature while
applying similar methods of study selection, data extraction and
quality appraisal. It therefore should allow the most accurate
picture of diagnostic test accuracy of non-invasive tests for
endometriosis. The review series provide systematisation of the
current evidence on all the non-invasive tests for endometriosis,
identifying pitfalls in all the imaging and biomarker research areas
and provides practical suggestions on further directions for high-
quality diagnostic research in the field of endometriosis.
The following are the main strong points of this review.
1. A very thorough search of the current literature was undertaken
and included studies written in languages other than English.
2. Data extraction by three independent reviewers and use of a
modified QUADAS-2 tool to perform quality assessments.
3. Stringent selection criteria ensured that eligible studies utilised
prospectively collected samples for the biomarker-based tests
and prospectively enrolled and tested women for the imaging-
based tests.
4. Inclusion of only clinically relevant population limited to women
of reproductive age, which minimised the risk of bias in
interpreting the reference standard and index test.
5. The authors of the studies were approached in attempt to
obtain any missing information required to assess eligibility and
critically appraise the studies.
6. The combinations including examination and imaging tests also
provided information on detecting of specific anatomical sites
of DIE, which aids in preoperative mapping of the disease.
7. In this review only one study (9%) was of a 'two-gate design' (a
poorer quality design feature than ‘single-gate design’).
Therefore, the majority of the included studies comprised a
clinically relevant population that would have undergone tests
in practice and were at low risk of misinterpretation of the test
Results
secondary to bias in selecting an adequate control group.
These strengths permit the conclusion that this is the most robust
review on the topic currently available to inform improvements in
the care of women being considered for diagnosis of endometriosis.
The main limitation of the review is that there was a single study for
each evaluated index test and no meta-analysis was possible. The
studies varied with respect to the included populations, severity
of endometriosis, menstrual cycle phase at testing, or radiological
protocols for index tests. Sources of heterogeneity were unable to
be explored for any test due to a single study in all evaluations.
All the included studies were of high or unclear risk of bias, which
contributed to the low quality of evidence presented in this review.
Additional weaknesses of this review include the following.
1. Most of the biomarker studies determined the diagnostic cut-
off thresholds using a ROC analysis without any subsequent
validation in an independent cohort.
2. The variation in the selection of the case and control
groups with inclusion of participants that may not reflect a
clinically representative population. The reported prevalence of
endometriosis in this review (up to 69%) was generally higher
than the previously reported prevalence for endometriosis (6%
to 10% in the general female population and 35% to 50% in
symptomatic women) (Giudice 2004). This may reflect a high
risk of patient selection bias in tertiary referral centres, where
most of the studies were conducted. Selection bias appeared
to be reduced, but not eliminated by consecutively enrolling
participants, however the information on method of enrolment
was missing in most of the included studies. In this review,
44% of the studies included women with a limited spectrum or
specific type of endometriosis. These studies were included to
avoid omission of potentially valuable diagnostic information,
but could skew the diagnostic estimates in either direction and
subsequently interfere with the interpretation of the index test
results. It was not possible to evaluate population and disease
spectrum effects because of the paucity of suitable data.
3. Inappropriate assignation to the endometriosis and control
groups could not be excluded in many studies and is
another weakness of the review. Surgical misdiagnosis is
a potential cause of bias as the number and experience
of the surgical team, the surgical diagnostic criteria and
the surgical methods were poorly described in most of the
included studies. We now have a standardised technique
for performing laparoscopy and we recommend that any
future studies use this standardised method of undertaking
laparoscopy (Becker 2014). Additionally, we did not confine
the studies included in this review to those that reported
histological confirmation of endometriotic lesions. In this
review, 36% of the included studies relied on surgical diagnosis
without histological confirmation. Although a recent ESHRE
guideline stated that evidence is lacking to support laparoscopy
without histology to confirm endometriosis (Dunselman 2014),
the clinical significance of histological verification remains
debatable. Diagnosis by surgical visualisation only, remains a
common clinical practice and can be considered reliable when
an accurate inspection of the abdominal cavity is performed
by experienced surgeons. We chose to include the studies that
used surgery alone to diagnose endometriosis as we did not
wish to lose this potentially valuable information, however this
could impact the accuracy of assignment to the case and control
groups.
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4. Furthermore, excluding unpublished data could potentially
eliminate valuable information on the tests that were not
altered by endometriosis. The decision to exclude unpublished
studies was made due to difficulties in reliable assessment of
eligibility and methodological quality of the studies reported
only in abstract form. However, this contributed to high risk of
publication bias.
5. The optimal methodology of systematic reviews of diagnostic
test accuracy is still emerging. This includes assessment
and assignment of methodological quality, approach to data
analysis and interpretation of the results. There are no well-
established criteria for replacement or triage diagnostic tests,
therefore we chose criteria that were both realistic and clinically
applicable to assist in the interpretation of the complex results.
For a replacement test, we considered the threshold reported
by the only systematic review on accuracy of the reference
standard (laparoscopy) in detecting endometriosis (Wykes 2004)
to be the most objective. The meta-analysis was published in
2004 and included four eligible studies comprising 433 women.
We acknowledge the limitations associated with emphasising a
single review, particularly if it does not present the latest and
possibly more accurate data that reflect advances in surgical
expertise and technology. A further systematic analysis of
more recently published studies to determine the accuracy of
laparoscopy was beyond the scope of this review. The criteria
for triage tests utilised the common concepts of SnOUT and
SpIN in medical statistics and the cut-offs were set at levels we
considered to be clinically relevant (see Role of index test(s)). We
encourage the readers to apply independent interpretations of
the presented diagnostic estimates with using thresholds that
may be more applicable to specific populations and clinical
circumstances.
Applicability of findings to the review question
QUADAS-2 assigned a low rank to clinical applicability with respect
to patient selection in 55% of the studies (6/11), summarised as
a high concern. This occurred when the set of women in the
study was broader than that seen in clinical practice or when the
spectrum of the target condition was limited and the findings may
not be applicable to the review question and to clinical practice.
Applicability of the index test and reference standard was judged
to be satisfactory using the QUADAS-2 tool for all studies. However,
the majority of included studies were conducted in academic
institutions with a high level of expertise in laboratory techniques
or in gynaecological imaging and the index test outcome measures
may not be able to be reproduced in all institutions or extrapolated
to general gynaecological practice.
Some potentially relevant well-designed studies were excluded as
they did not directly address the review question. For example,
we did exclude studies that compared endometrioma with other
ovarian masses as they either did not meet our inclusion criteria
for reproductive age or assessed the numbers of cysts rather
than the number of women. Therefore the review question on
non-invasive diagnosis of ovarian endometriosis could not be
fully addressed. Some forms of endometriosis, such as bladder,
ureteric or those involving the extra-pelvic sites (e.g. umbilicus,
hernia sacs, abdominal wall, lung, kidney, etc.) were also excluded
from the review as they are informed predominantly by case
reports or small case series and diagnostic laparoscopy is not
an applicable reference test for these conditions. Although these
target conditions are rare, from a clinical perspective the diagnostic
options for these forms of endometriosis remains unclear.
A U T H O R S ' /uni00A0 C O N C L U S I O N S
Implications for practice
Although several combinations of tests reached the threshold of
diagnostic accuracy to be considered as a replacement test for
diagnostic laparoscopy or a triage to improve selection for surgery,
these results hinged on only one study in each case, so would need
to be confirmed prior to widespread implementation.
One of the combination tests that qualified for a replacement
test for detecting endometriosis included endometrial PGP 9.5.
It must be noted that PGP 9.5 has not yet reached the criteria
for routine use as a low-invasive diagnostic test in clinical
practice, as demonstrated in the endometrial biomarkers review
(Gupta 2016). Its utility is dependent on its consistency of
detection in the endometrium and its consistency of accuracy
in diagnosing endometriosis. More work on establishing the best
way of endometrial sampling and universal laboratory methods
is needed. Besides, in-office sampling of the endometrium may
not be applicable to the group of adolescent girls, for whom
early diagnosis and abstaining from the diagnostic surgery are
particularly important.
Serum CA-125 showed disappointing results and appeared to have
no value in diagnosing endometriosis as a single test (Nisenblat
2016a). This is consistent with international guidelines which
do not recommend CA-125 testing in women with suspected
endometriosis (ACOG 2010; Dunselman 2014; SOGC 2010). CA-125
was incorporated in the diagnostic panels that showed high
diagnostic performance, however its value as a part of a combined
panel has to be established.
Combination of transvaginal ultrasound (TVUS) with blood
biomarkers (CA-125 or CA 19.9) could establish the diagnosis of
ovarian endometrioma with high certainty, whereas negative test
could not confirm that participants are disease-free. Scrutiny of
the diagnostic test accuracy statistics reveals that, in fact, addition
of any of these biomarkers does not substantially add to the
accuracy of diagnosing endometrioma provided by TVUS alone,
as demonstrated in the imaging review from this series (Nisenblat
2016b). Combination of TVUS with vaginal examination was
accurate enough to detect endometriosis in the pouch of Douglas
(POD), vaginal wall and rectovaginal septum (RVS), but a normal
examination could not exclude endometriosis. This is consistent
with international guidelines which recommend TVUS as a first line
investigation in conjunction with a history and pelvic examination
in women with suspected endometriosis, but does not recommend
its use as a replacement test for diagnostic surgery (ACOG 2010;
Dunselman 2014 ; SOGC 2010 ). Considering the findings of the
imaging tests review from this series, several imaging methods
displayed high accuracy in detecting pelvic, ovarian or deep
infiltrating endometriosis (DIE), demonstrating estimates superior
to those for imaging and biomarkers combinations (Nisenblat
2016b). These tests included TVUS with bowel preparation (TVUS-
BP) and rectal water contrast (RWC-TVS) and MRI, but none of these
tests was included in any of the combined test panels.
Rectal endometriosis was the only site that could be accurately
detected by using TVUS and pelvic examination. This is particularly
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important for detecting rectosigmoid endometriosis as presurgical
bowel preparation and surgeries that combine the expertise of
gynaecologists and colorectal surgeons (or involve gynaecological
surgeons with the expertise to undertake bowel surgery) can be
planned preoperatively when rectosigmoid lesions are relatively
reliably detected.
Therefore, the evidence on combinations of the tests to be
used in clinical practice as a replacement test to supplant
laparoscopic diagnosis or a triage test to reduce the requirement
for laparoscopic surgical diagnosis remains insufficient. Although
diagnostic potential was demonstrated for a number of tests,
the level of heterogeneity, wide confidence intervals and high/
unclear risk of bias in most studies included in this review series
undermines the reliability of the presented results and hence, these
data cannot be used confidently to inform clinical practice.
If the findings of large high-quality studies confirm that any of
these tests are suitable replacement tests, this would be strong
grounds to consider these as an alternative low invasive diagnostic
approach instead of the current gold standard laparoscopic surgical
diagnosis. An accurate 'negative' non-invasive test is expected to
reduce the need for diagnostic surgery in 50% to 70% of women
with chronic pelvic pain or infertility (Giudice 2004), although it
is likely that some women with a negative test would still require
surgery to explore other pathologies. An accurate 'positive' non-
invasive test for endometriosis is likely to increase the need for
surgery in women with mild symptoms or subfertility (D'Hooghe
2006). The ability to diagnose endometriosis in an outpatient
setting would see the diagnosis being made sooner, with fewer
follow-up visits, earlier institution of effective treatment and likely
a cost-saving benefit for the woman and the health service (both
in direct medical costs and in time off work). Other potential
advantages of a non-invasive test over a surgical diagnosis include
reduced discomfort, shorter recovery times and a reduction in the
rare but serious complications of anaesthesia and surgery.
If the findings of the included studies suggesting any of these tests
as a triage test can be replicated in other settings, this would
be strong grounds to consider these tests to improve selection
for more invasive surgical diagnosis. The triage process can be
further improved by utilising a sequential approach with both
SpIN and SnOUT types of tests (Figure 1). This would reduce the
complications and costs of surgery and is expected to cut down long
surgical wait lists making surgery more accessible for the women
who are likely to benefit from it.
Although guidelines from multiple authorities suggest medical
management as a first-line treatment for pelvic pain, most women
would prefer having a definite diagnosis before commencing
potentially long-term therapy. Also, the indications for fertility
management are less clear in 'undiagnosed' women with
suspected endometriosis. If therapeutic surgery is considered,
reliable detection of ovarian endometriomas potentially enables
surgeons to assess ovarian reserve and counsel women about
fertility preservation before operating on ovarian tissue and risking
a reduction in their future fertility. Reliably detecting DIE/posterior
DIE could add weight to a decision to prioritise surgery and could
improve preoperative informed consent. Until an accurate non-
invasive diagnostic test is developed and tested in large clinical
populations, it is impossible to predict accurately its impact on
surgical uptake and the number of women that would benefit from
performing the test.
It is important to emphasise that in the absence of well-established
criteria for an adequate diagnostic test, the diagnostic criteria for
replacement and triage tests were determined by the authors of this
review series in a way that we believe will aid the interpretation
for clinically active readers. However, we encourage readers to
apply different criteria according to each clinical population and
situation.
Implications for research
Currently randomised controlled trials of treatment require women
with and without endometriosis to have had diagnostic surgery
for accurate group allocation. For ethical reasons, therapeutic
surgery is usually performed at the same time potentially biasing
treatment trial outcomes. Thus our current inability to diagnose
and assess the progression of endometriosis in a non-invasive way
is a significant limitation in the advancement of clinical research in
endometriosis.
It does appear that combinations of diagnostic tests hold
promise for the future, based purely on the number of studies
whose diagnostic test accuracy results reached or approached
the threshold for a replacement or a triage test, compared to
the paucity of studies in which single tests approached these
thresholds.
The QUADAS quality assessment of the included studies identified
several weaknesses in study design that can impede an objective
evaluation of the findings. We recommend that future researchers
undertaking studies for endometriosis diagnostic test accuracy
consider: 1) including large cohorts a/f_ter predefining the sample
size via a power calculation (Liu 2005 ); 2) focusing on a 'single-
gate' design that only includes a clinically relevant population
(Rutjes 2005 ); 3) utilising a diagnostic accuracy study design
that adheres to the recommendations of the Standards for
Reporting of Diagnostic Accuracy (STARD) initiative (Bossuyt
2003); 4) incorporating the QUADAS checklist into the study
design ( Whiting 2011 ); 5) formally assessing inter-and intra-
observer variability of the laboratory methods and imaging tests;
6) establishing universally acceptable laboratory methodologies
(Rahimoglu 2014), radiological protocols and diagnostic criteria
for a positive test; 7) utilising universally acceptable methods of
performing laparoscopy (Becker 2014) as the reference standard
test; 8) implementing validation techniques to assess how the
Results
of a statistical analysis will generalise to an independent
data set; 9) undertaking direct comparisons of promising tests in
conjunction with a cost effectiveness analysis, 10) applying testing
to different clinical phenotypes (Vitonis 2014) rather than to women
classified according to rASRM staging; and 11) assessing the long-
term outcomes and lifetime healthcare costs of women who have
participated in diagnostic test accuracy trials of specific diagnostic
tests.
Evaluation of the strongest candidates for possible replacement
and triage non-invasive diagnostic tests should continue. Specific
opportunities for further research identified by this review include
the following.
1. Assessing the diagnostic potential of the tests identified in this
and other reviews from the series as promising replacement or
triage test for endometriosis in larger, high-quality studies.
a. Developing a simplified and improved detection
technique for endometrial neuronal immuno-histochemical
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biomarkers, such as PGP9.5 utilising digitally enhanced
assessment of differences in immunohistochemistry
appearances; an innovative clinical research to improve
techniques of endometrial biopsy, including utilisation of
endocervical analgesia, further improvements of the biopsy
cannulas and possibly development of endometrial brushes
for superficial sampling of the endometrium (although this
might not be suited for markers that are only expressed
within the stroma).
b. Further development of the composite tests with
incorporation of different testing modalities.
c. Attempt to develop a diagnostic algorithm for diagnosis
and accurate topographical mapping of endometriosis by
utilising several imaging or combined testing methods.
d. Establishing of universal radiological diagnostic criteria and
study protocols.
2. Incorporation of clinical history or pelvic examination in a
diagnostic model.
3. Exploring the value of sequential testing, implementing SnOUT
and SpIN triage tests in diagnosing endometriosis, including
clinical parameters in the decision tree algorithm in conjunction
with the cost-effectiveness of such testing.
4. Direct comparison of several promising tests in well-designed
diagnostic accuracy studies.
5. Evaluation of the whole spectrum of disease across all phases
of the menstrual cycle, aiming to identify the most appropriate
target population and the best time of testing.
6. Attempting testing in the populations that differ by clinical
phenotype rather than by rASRM staging in view of poor
correlation of this classification with clinical presentations and
treatment outcomes.
7. To add separate evaluations of the biomarker and imaging tests
for differentiating ovarian endometrioma from other ovarian
masses, including malignant and borderline tumours in women
of reproductive age.
8. Assessing the long-term outcomes and lifetime healthcare costs
in diagnostic test accuracy trials that have evaluated specific
diagnostic blood tests.
A C K N O W L E D G E M E N T S
We would like to thank Associate Professor Petra Macaskill
for her valuable comments and substantial contribution to the
development of the statistical methods for the review. Sincere
thanks to the late Professor Ali Akoum and Professor Ian Fraser
for an intellectual input and help with dra/f_ting of the protocol. We
are grateful to Marian Showell, the Information Specialist of the
Cochrane Gynaecology and Fertility Group, for her help in designing
and conducting the literature search and in locating the full texts
of the relevant studies. We also thank the authors and contributors
of the review series Devashana Gupta, Emily Liu, Rabia Shaikh and
Deepika Arora, for their dedicated assistance in studies' selection
process. Finally, we thank all contacted authors who contributed
information to this review.
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da Silva 2014 {published data only}
da/uni00A0Silva/uni00A0C, Belo/uni00A0A, Andrade/uni00A0S, Campos/uni00A0P, Ferreira/uni00A0M,
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inflammatory markers in the menstrual blood of women
with endometriosis. Biomedicine and Pharmacotherapy
2014;68(7):899-904.
Dias 2012 {published data only}
Dias/uni00A0J, Podgaec/uni00A0S, de/uni00A0Oliveira/uni00A0R, Marin/uni00A0M, Baracat/uni00A0E, Abrao/uni00A0M.
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percentage of natural killer cells in peripheralblood. Journal of
Minimally Invasive Gynecology 2012;19(3):317-24.
Eskenazi 2001 {published data only}
Eskenazi/uni00A0B, Warner/uni00A0M, Bonsignore/uni00A0L, Olive/uni00A0D, Samuels/uni00A0S,
Vercellini/uni00A0P. Validation study of nonsurgical diagnosis of
endometriosis. Fertility & Sterility 2001;76(5):929-35.
Fedele 1988 {published data only}
Fedele/uni00A0L, Vercellini/uni00A0P, Arcaini/uni00A0L, Grazia da Dalt/uni00A0M, Candiani/uni00A0G. CA
125 in serum, peritoneal fluid, active lesions, and endometrium
of patients with endometriosis. American Journal of Obstetrics &
Gynecology 1988;158(1):166-70.
Guerriero 1997 {published data only}
Guerriero/uni00A0S, Mallarini/uni00A0G, Ajossa/uni00A0S, Risalvato/uni00A0A, Satta/uni00A0R, Mais/uni00A0V,
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Hudelist 2011b {published data only}
Hudelist/uni00A0G, Ballard/uni00A0K, English/uni00A0J, Wright/uni00A0J, Banerjee/uni00A0S,
Mastoroudes/uni00A0H, et al. Transvaginal sonography vs. clinical
examination in the preoperative diagnosis of deep infiltrating
endometriosis. Ultrasound in Obstetrics & Gynecology
2011;37(4):480-7.
Kocbek 2014 {published data only}
Kocbek/uni00A0V, Bersinger/uni00A0N, Brglez/uni00A0V, Mueller/uni00A0M, Petan/uni00A0T, Rizner/uni00A0T.
Phospholipase A2 group IIA is elevated in endometriomas but
not in peritoneal fluid and serum of ovarian endometriosis
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Kuessel 2014 {published data only}
Kuessel/uni00A0L, Jaeger-Lansky/uni00A0A, Pateisky/uni00A0P, Rossberg/uni00A0N, Schulz/uni00A0A,
Schmitz/uni00A0A, et al. Cytokeratin-19 as a biomarker in urine and in
serum for the diagnosis ofendometriosis – a prospective study.
Gynecological Endocrinology 2014;30(1):38-41.
Lee 2014 {published data only}
Lee/uni00A0Y, Tan/uni00A0CW, Venkatratnam/uni00A0A, Tan/uni00A0CS, Liang/uni00A0C,
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Nezhat 1994 {published data only}
Nezhat/uni00A0C, Santolaya/uni00A0J, Nezhat/uni00A0F, Nezhat/uni00A0C. Comparison of
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patients with laparoscopicallyconfirmed endometriosis. Journal
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Szubert/uni00A0M, Suzin/uni00A0J, Duechler/uni00A0M, Szuławska/uni00A0A, Czyż/uni00A0M,
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Weerakiet 2000 {published data only}
Weerakiet/uni00A0S, Wongkularb/uni00A0A, Rochanawutanon/uni00A0M, Rojanasakul/uni00A0A.
Transvaginal ultrasonography combined with pelvic
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of the Medical Association of Thailand 2000;83(5):523-8.
Wolfler 2005 {published data only}
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Yong 2013 {published data only}
Yong/uni00A0P, Sutton/uni00A0C, Suen/uni00A0M, Williams/uni00A0C. Endovaginal ultrasound-
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of endometriosis: comprehensive review of best evidence.
Journal of Minimally Invasive Gynecology 2009;16:269-81.
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C H A R A C T E R I S T I C S /uni00A0 O F /uni00A0 S T U D I E S
Characteristics of included studies [ordered by study ID]
/uni00A0
Study characteristics
Patient sampling Primary objectives To investigate proteins secreted in urine of women with endometriosis us-
ing proteomic techniques in order to identify potential markers for the clinical diagnosis of en-
dometriosis; to evaluate urinary VDBP in women with endometriosis
Study population Women who underwent laparoscopy for various indications including pelvic
masses, pelvic pain, suspicious endometriosis, infertility and diagnostic evaluation
Selection criteria Inclusion criteria: pre-menopausal age; exclusion criteria: previous hormone
or GnRH agonist use, adenomyosis, endometrial cancer, hyperplasia or endometrial polyps, in-
fectious diseases, chronic or acute inflammatory diseases, malignancy, autoimmune disease
and cardiovascular disease
Study design Cross-sectional, single-gate design, prospective collection of samples
Patient characteristics and setting Clinical presentation Pelvic masses, pelvic pain, suspicious endometriosis, infertility
Ag: Mean age 34.22 ± 6.88 years (endometriosis group), 32.76 ± 10.26 years (control group)
Number of participants enrolled 95 women
Number of participants available for analysis 95 women (in follicular or luteal cycle phase,
numbers not specified)
Setting Gangnam Severance Hospital, Yonsei University College of Medicine
Place of study Seoul, Korea
Period of study January 2008 - October 2010
Language English
Index tests Index test Urinary VDBP-Cr x serum CA-125
Details of the index test procedure as stated Urinary VDBP was measured using specific com-
mercial sandwich ELISA assays according to manufacturer's protocols (ALPCO Diagnostics,
Salem, NH, USA); urine VDBP values were normalized to urine Cr concentrations; serum CA-125
were measured using CA-125 II electro chemiluminescence immunoassay with the Roche/Hi-
tachi Modular Analytics E170 system (Roche Diagnostics, Tokyo, Japan); sample handling de-
scribed
Threshold for positive result Cut-off value > 2755, not pre-specified
Examiners: No information provided; unclear if blinded to the result of reference standard
Interobserver variability Not reported
Target condition and reference
standard(s)
Target condition: Endometriosis
Prevalence of target condition in the sample: n = 57/95 (60%): stage I-II 5, stage III-IV 52; con-
trols n = 38
Reference
standard: Laparoscopy and histology
Description of positive case definition by reference standard as reported: Visual inspec-
tion, confirmed by histopathology; staging according to the rASRM classification
Cho 2012/uni00A0
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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Examiners: No information provided
Flow and timing Time interval between index test and reference standard: Blood was collected preopera-
tively, urine was collected after induction of anaesthesia
Withdrawals: None reported
Comparative /uni00A0
Key conclusions by the authors Urinary VDBP levels are elevated in women with endometriosis, but they have limited value as
a potential diagnostic biomarker for endometriosis (sensitivity 58%, specificity 76%)
Conflict of interest The authors reported no conflict of interests; supported by the Basic Science Research Pro-
gram of NRF of Korea by the Ministry of Education, Science and Technology (2010-0023323)
Notes The reported diagnostic estimates for urinary or blood test alone are presented in other re-
views from this series
Methodological quality
Item Authors' judgement Risk of bias Applicability concerns
DOMAIN 1: Patient Selection
Was a consecutive or random sam-
ple of patients enrolled?
Unclear /uni00A0 /uni00A0
Did the study avoid inappropriate
exclusions?
Yes /uni00A0 /uni00A0
Was a 'two-gate' design avoided? Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Unclear Low
DOMAIN 2: Index Test All tests
Were the index test results inter-
preted without knowledge of the
Results
of the reference standard?
Yes /uni00A0 /uni00A0
If a threshold was used, was it pre-
specified?
No /uni00A0 /uni00A0
Was a cycle phase considered in in-
terpretation of the result of index
test?
Yes /uni00A0 /uni00A0
Did the study provide a clear pre-
specified definition of what was
considered to be a positive result
of index test?
/uni00A0 /uni00A0 /uni00A0
Was the index test performed by a
single operator or interpreted by
consensus in a joint session?
/uni00A0 /uni00A0 /uni00A0
Were the same clinical data avail-
able when the index test results
/uni00A0 /uni00A0 /uni00A0
Cho 2012/uni00A0/uni00A0(Continued)
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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were interpreted as would be
available when the test is used in
practice?
/uni00A0 /uni00A0 High Low
DOMAIN 3: Reference Standard
Is the reference standards likely to
correctly classify the target condi-
tion?
Yes /uni00A0 /uni00A0
Were the reference standard re-
sults interpreted without knowl-
edge of the results of the index
tests?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low Low
DOMAIN 4: Flow and Timing
Was there an appropriate interval
between index test and reference
standard?
Yes /uni00A0 /uni00A0
Did all patients receive the same
Reference
standard?
Yes /uni00A0 /uni00A0
Were all patients included in the
analysis?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low /uni00A0
Cho 2012/uni00A0/uni00A0(Continued)
/uni00A0
/uni00A0
Study characteristics
Patient sampling Primary objectives To evaluate the diagnostic value of serum measurement of IL-6 combined
with the presence of nerve fibres in the functional layer of endometrium for diagnosis of mini-
mal-mild endometriosis
Study population Women undergoing laparoscopy for evaluation of infertility or pelvic pain at
the authors' institution
Selection criteria Inclusion criteria: reproductive age (18 - 36 years), follicular cycle phase, reg-
ular menstrual cycle; exclusion criteria: any current infection (genital or systemic), any medica-
tion within 1/12 prior to laparoscopy, previous surgery for endometriosis, smoking or drinking
alcohol
Study Design Cross-sectional, single-gate design, prospective recruitment and collection of
samples
Patient characteristics and setting Clinical presentation Dysmenorrhoea - 64/114, dyspareunia - 17/114, dyschezia - 6/114, pelvic
pin - 35/114, infertility - 91/114
Age Mean age 31 ± 1.1 years (endometriosis group), 29 ± 0.6 years (controls)
Number of participants enrolled 114 women
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Number of participants available for analysis 78 women (only minimal-mild endometriosis
included; all in follicular cycle phase)
Setting Department of O&G, Zagazig University Hospital
Place of study Zagazig, Egypt
Period of study December 2010 - April 2012
Language English
Index tests Index test IL-6 in serum + PGP 9.5 in endometrium
Details of the index test procedure as stated Serum IL-6 level assessed using a commercially
available ELISA (DRG, Germany); endometrial PGP 9.5 assessed using immunohistochemistry
(assessment using Olympus microscope, normal skin as positive control, rabbit immunoglobu-
lin fraction as a negative control); sample processing described
Threshold for positive result IL-6 > 15.4 pg/ml, PGP 9.5 - presence of nerve fibres in functional
layer of endometrium; not pre-specified
Examiners IL-6 - no information provided; endometrial nerve fibres - experienced gynaecolo-
gist and two experienced pathologists; unclear if blinded to the result of reference standard
Interobserver variability Nerve fibre counting - 96% correlations between the two patholo-
gists
Target condition and reference
standard(s)
Target condition Endometriosis
Prevalence of target condition in the sample n = 74/114 (65%): stage I-II 38, stage III-IV 36;
controls n = 40
Reference
standard Laparoscopy n = 114 (100%)
Description of positive case definition by reference standard test as reported Visual in-
spection; staging according to the rASRM classification
Examiners Three experienced gynaecologists in endometriosis
Flow and timing Time interval between index test and reference standard Blood and endometrial samples
were obtained on the day of surgery
Withdrawals 36 participants with moderate-severe disease were not included in final analysis
Comparative /uni00A0
Key conclusions by the authors Combination of both serum IL-6 and presence of nerve fibres in the endometrium is more reli-
able method for diagnosis of minimal-mild endometriosis than in single test
Conflict of interest The authors declared no conflict of interest
Notes The reported separate data for endometrial or blood biomarkers alone are presented in other
reviews from this series
The evaluations were performed only for minimal-mild disease
Methodological quality
Item Authors' judgement Risk of bias Applicability concerns
DOMAIN 1: Patient Selection
el Sharkwy 2013/uni00A0/uni00A0(Continued)
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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Was a consecutive or random sam-
ple of patients enrolled?
Unclear /uni00A0 /uni00A0
Did the study avoid inappropriate
exclusions?
Yes /uni00A0 /uni00A0
Was a 'two-gate' design avoided? Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Unclear High
DOMAIN 2: Index Test All tests
Were the index test results inter-
preted without knowledge of the
Results
of the reference standard?
Unclear /uni00A0 /uni00A0
If a threshold was used, was it pre-
specified?
No /uni00A0 /uni00A0
Was a cycle phase considered in in-
terpretation of the result of index
test?
Yes /uni00A0 /uni00A0
Did the study provide a clear pre-
specified definition of what was
considered to be a positive result
of index test?
/uni00A0 /uni00A0 /uni00A0
Was the index test performed by a
single operator or interpreted by
consensus in a joint session?
/uni00A0 /uni00A0 /uni00A0
Were the same clinical data avail-
able when the index test results
were interpreted as would be
available when the test is used in
practice?
/uni00A0 /uni00A0 /uni00A0
/uni00A0 /uni00A0 High Low
DOMAIN 3: Reference Standard
Is the reference standards likely to
correctly classify the target condi-
tion?
Yes /uni00A0 /uni00A0
Were the reference standard re-
sults interpreted without knowl-
edge of the results of the index
tests?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low Low
DOMAIN 4: Flow and Timing
el Sharkwy 2013/uni00A0/uni00A0(Continued)
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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Was there an appropriate interval
between index test and reference
standard?
Yes /uni00A0 /uni00A0
Did all patients receive the same
Reference
standard?
Yes /uni00A0 /uni00A0
Were all patients included in the
analysis?
No /uni00A0 /uni00A0
/uni00A0 /uni00A0 High /uni00A0
el Sharkwy 2013/uni00A0/uni00A0(Continued)
/uni00A0
/uni00A0
Study characteristics
Patient sampling Primary objectives To determine whether the proportion of several leukocyte subsets is modulated in
the endometrium of women with endometriosis and, if yes, whether it can be used for diagnostic pur-
poses
Study population Women scheduled to undergo laparoscopy or laparotomy at one of the eight clinical
institutions in Montreal
Selection criteria Inclusion criteria: women of premenopausal age who had never been pregnant, luteal
phase of the menstrual cycle (based on the last period and further confirmed by histology), regular cy-
cles (21 - 35 days), not acute salpingitis, no hormonal treatment or intrauterine device in previous three
months.
Study Design Multi-centre study of two-gate design, prospective recruitment, random sample of women
[participation rate 94%]
Patient characteristics
and setting
Clinical presentation Infertility (7% controls, 16% cases); pain (19% controls, 33% cases); pelvic mass
(8% controls, 13% cases); fibroids (9% controls, 15% cases); menorrhagia (2% controls, 4% cases); tubal
ligation (60% controls, 25% cases); hysterectomy (19% controls, 32% cases); diagnostic laparoscopy
(20% controls, 43% cases); history of endometriosis (3% controls, 16% cases)
Age Random sampling from a population with mean age of 37.3 ± 6.4 years
Number of participants enrolled 368 women
Number of participants available for analysis 368 women (in luteal phase of menstrual cycle)
Setting Biotech firm - MetrioGene BioSciences (a subsidiary of PROCREA BioSciences)
Place of study Montreal, Canada
Period of study July 1997 - May 2001
Language English
Index tests Index test: Predictive model including: clinical history (length of menses) + serum CA-125 level + en-
dometrial leukocytes (CD3+, CD16+, CD3-HLADR-, CD3-CD45RA-, CD3+CD16-, CD3+CD56-, CD56-CD16+,
CD16b+)
Details of the index test procedure as stated Clinical history was collected using a questionnaire in
which a clinical profile as well as information concerning personal habits, menstrual characteristics,
crude evaluation of the intensity of pain, and contraception and parity were obtained by the investiga-
tors; serum CA-125 level determined by using a one step-sandwich radioimmunoassay (Fujirebio Amer-
ica Inc.) with assay sensitivity 0.4 U/ml; endometrial leukocyte subsets determined by Coulter EPICS XL
Gagné 2003/uni00A0
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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flow cytometer (Beckman/Coulter) with an argon laser operating at 488 nm and detectors at 525, 575,
610, and 675 nm to measure FITC, PE, ECD, and PerCP emission, respectively; the percentage of cells
with the markers of interest was evaluated within the CD45+ cells; sample handling and laboratory pro-
cedure described in details; predictive model by a multiple logistic regression with subsequent boot-
strap method validation by drawing 200 replicate samples with replacement from the original data set
Threshold for positive result Predictive model - predictive probability 0.61, not pre-specified; CA-125 >
12.8 U/ml and >35 U/ml; endometrial leukocytes: cut-offs different for each subset selected by ROC, not
pre-specified
Examiners No information provided; unclear if were blinded to the result of reference standard
Interobserver variability CA-125: Inter- and intra-assay variations < 5%
Target condition and ref-
erence standard(s)
Target condition Endometriosis
Prevalence of target condition in the sample n = 173/368 (47%): stage I-II 78%, stage III-IV 22%; con-
trols n = 195
Reference
standard Laparoscopy/Laparotomy n = 368 (100%)
Description of positive case definition by reference standard test as reported Cases were defined by
the presence of endometriotic lesions confirmed at the time of surgical examination; staging according
to the ASRM system
Examiners Gynaecologists collaborating in the study were trained surgeons experienced with the man-
agement of endometriosis who were skilled in detecting and identifying all forms of endometriotic le-
sions
Flow and timing Time interval between index test and reference standard Blood and endometrial samples were ob-
tained on the day of surgery, clinical data were obtained preoperatively
Withdrawals None
Comparative /uni00A0
Key conclusions by the
authors
The predictive model represents a novel diagnostic tool to identify women with a high likelihood of suf-
fering from endometriosis
Conflict of interest All the authors except RM are (or were) employees of PROCREA BioSciences; supported by the Industri-
al Research Assistance Program (IRAP) from NSERC grant #15453Q and internal resources at PROCREA
BioSciences
Notes The reported data for blood biomarkers or endometrial test alone are presented in other reviews from
this series
The reported diagnostic estimates per severity of endometriosis are not presented in this review
Methodological quality
Item Authors' judgement Risk of bias Applicability concerns
DOMAIN 1: Patient Selection
Was a consecutive or ran-
dom sample of patients
enrolled?
Yes /uni00A0 /uni00A0
Did the study avoid inap-
propriate exclusions?
Yes /uni00A0 /uni00A0
Gagné 2003/uni00A0/uni00A0(Continued)
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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Was a 'two-gate' design
avoided?
No /uni00A0 /uni00A0
/uni00A0 /uni00A0 High High
DOMAIN 2: Index Test All tests
Were the index test re-
sults interpreted without
knowledge of the results
of the reference stan-
dard?
Unclear /uni00A0 /uni00A0
If a threshold was used,
was it pre-specified?
No /uni00A0 /uni00A0
Was a cycle phase con-
sidered in interpreta-
tion of the result of index
test?
Yes /uni00A0 /uni00A0
Did the study provide a
clear pre-specified defin-
ition of what was consid-
ered to be a positive re-
sult of index test?
/uni00A0 /uni00A0 /uni00A0
Was the index test per-
formed by a single opera-
tor or interpreted by con-
sensus in a joint session?
/uni00A0 /uni00A0 /uni00A0
Were the same clinical
data available when the
index test results were
interpreted as would be
available when the test is
used in practice?
/uni00A0 /uni00A0 /uni00A0
/uni00A0 /uni00A0 High Low
DOMAIN 3: Reference Standard
Is the reference stan-
dards likely to correctly
classify the target condi-
tion?
Yes /uni00A0 /uni00A0
Were the reference stan-
dard results interpreted
without knowledge of
the results of the index
tests?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low Low
DOMAIN 4: Flow and Timing
Gagné 2003/uni00A0/uni00A0(Continued)
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
Copyright © 2016 The Cochrane Collaboration. Published by John Wiley & Sons, Ltd.
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/uni00A0
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Was there an appropriate
interval between index
test and reference stan-
dard?
Yes /uni00A0 /uni00A0
Did all patients receive
the same reference stan-
dard?
Yes /uni00A0 /uni00A0
Were all patients includ-
ed in the analysis?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low /uni00A0
Gagné 2003/uni00A0/uni00A0(Continued)
/uni00A0
/uni00A0
Study characteristics
Patient sampling Primary objectives To evaluate the accuracy of CA-19.9 plasma levels (with or without
CA-125 levels) combined with transvaginal ultrasonography in the differential diagnosis of en-
dometriosis
Study population Women undergoing laparoscopy or laparotomy for persistent adnexal
mass at the authors' institution
Selection criteria Inclusion criteria: premenopausal, non-pregnant (only moderate-severe
endometriosis included)
Study Design Cross-sectional, single-gate design, prospective recruitment and collection of
samples, consecutive series
Patient characteristics and setting Clinical presentation Pelvic mass - 100%, infertility - 53%
Age Mean age 33.3 ± 9.6 years
Number of participants enrolled 118 women
Number of participants available for analysis 118 women (only moderate-severe en-
dometriosis included; all in follicular cycle phase)
Setting Department of O&G, University of Cagliari
Place of study Cagliari, Italy
Period of study November 1994 - November 1995
Language English
Index tests Index test: CA-19.9 ± CA-125 in serum + Transvaginal Ultrasonography (TVUS)
Details of the index test procedure as stated Serum CA-125 levels assessed by immuno-
radiometric assay (CIS Bio International, Gif sur Yvette, France), limit of detection 0.5 U/ml;
serum CA-19.9 levels assessed by immunoradiometric assay (CIS Bio International, Gif sur
Yvette, France), limit of detection 1.5 U/ml; TVUS performed with a 5 MHz endovaginal probe
(Acuson XP/10 OB ultrasound system), procedure described in details
Threshold for positive result CA-125 ≥ 25 IU/ml, pre-specified; CA-19.9 ≥ 12 U/ml, not pre-
specified; TVUS - presence of round, intra-ovarian homogenous, hypoechoic "tissue," with a
Guerriero 1996a/uni00A0
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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clear demarcation from the parenchyma and without papillary proliferations - referenced to
the primary source, pre-specified
Examiners For blood assays - no information provided, unclear if were blinded to the results
of reference standard; for TVUS - same physician blinded to reference standard
Interobserver variability Intra- and inter-assay CV for CA-125 3.9% and 4.2%; for CA-19.9
4.6% and 5.3%
Target condition and reference
standard(s)
Target condition Ovarian endometriosis
Prevalence of target condition in the sample n = 39/118 (33%): all stage III-IV; controls - 79
Reference
standard Laparoscopy n = 99/ Laparotomy n = 19 (n = 118, 100%) + histology
Description of positive case definition by reference standard test as reported Visual in-
spection with careful assessment of the ovaries, followed by histopathological diagnosis; sur-
gical staging according to the rAFS classification
Examiners No information provided
Flow and timing Time interval between index test and reference standard Blood was collected on the day
of surgery, TVUS was performed several days prior
Withdrawals None
Comparative /uni00A0
Key conclusions by the authors Transvaginal ultrasonography used alone is the most cost-effective method in the preopera-
tive differential diagnosis of endometrioma
Conflict of interest Not reported
Notes The reported diagnostic estimates for blood biomarkers or TVUS alone are presented in other
reviews from this series
Methodological quality
Item Authors' judgement Risk of bias Applicability concerns
DOMAIN 1: Patient Selection
Was a consecutive or random sam-
ple of patients enrolled?
Yes /uni00A0 /uni00A0
Did the study avoid inappropriate
exclusions?
Yes /uni00A0 /uni00A0
Was a 'two-gate' design avoided? Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low High
DOMAIN 2: Index Test All tests
Were the index test results interpret-
ed without knowledge of the results
of the reference standard?
Unclear /uni00A0 /uni00A0
If a threshold was used, was it pre-
specified?
No /uni00A0 /uni00A0
Guerriero 1996a/uni00A0/uni00A0(Continued)
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/uni00A0
/uni00A0
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Was a cycle phase considered in in-
terpretation of the result of index
test?
Yes /uni00A0 /uni00A0
Did the study provide a clear pre-
specified definition of what was
considered to be a positive result of
index test?
Yes /uni00A0 /uni00A0
Was the index test performed by a
single operator or interpreted by
consensus in a joint session?
Yes /uni00A0 /uni00A0
Were the same clinical data avail-
able when the index test results
were interpreted as would be avail-
able when the test is used in prac-
tice?
Unclear /uni00A0 /uni00A0
/uni00A0 /uni00A0 High Low
DOMAIN 3: Reference Standard
Is the reference standards likely to
correctly classify the target condi-
tion?
Yes /uni00A0 /uni00A0
Were the reference standard results
interpreted without knowledge of
the results of the index tests?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low Low
DOMAIN 4: Flow and Timing
Was there an appropriate interval
between index test and reference
standard?
Yes /uni00A0 /uni00A0
Did all patients receive the same ref-
erence standard?
Yes /uni00A0 /uni00A0
Were all patients included in the
analysis?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low /uni00A0
Guerriero 1996a/uni00A0/uni00A0(Continued)
/uni00A0
/uni00A0
Study characteristics
Patient sampling Primary objectives To assess the role of transvaginal ultrasonography in combination with
CA-125 plasma levels in diagnosis of endometrioma
Study population Women who were submitted to laparoscopy or laparotomy because of
the presence of a persistent adnexal mass
Guerriero 1996b/uni00A0
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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/uni00A0
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Selection criteria Inclusion criteria: premenopausal, non-pregnant women
Study Design Cross-sectional, single-gate design, prospective recruitment and collection of
samples, consecutive series
Patient characteristics and setting Clinical presentation Adnexal mass
Age: Age range 20-49 years, mean age not provided
Number of enrolled 101 women
Number of available for analysis 101 women (only moderate-severe endometriosis includ-
ed; all in follicular cycle phase)
Setting University Hospital, University of Cagliari
Place of study Cagliari, Italy
Period of study November 1993 - October 1994
Language English
Index tests Index test CA-125 in serum + Transvaginal Ultrasonography (TVUS)
Details of the index test procedure as stated Serum CA-125 levels assessed by immuno-
radiometric assay (CIS Bio International, Gif sur Yvette, France), limit of detection 0.5 U/ml;
TVUS performed with a 5 MHz endovaginal probe (Acuson XP/10 OB ultrasound system), pro-
cedure described in details
Threshold for positive result CA-125: ≥20 IU/ml ≥25 IU/ml, ≥35 IU/ml pre-specified; TVUS -
presence of round, homogenous, hypoechoic "tissue," within the ovary - referenced to the
primary source, pre-specified
Examiners For blood assays - no information provided; unclear if were blinded to the results
of reference standard; for TVUS - same physician blinded to reference standard
Interobserver variability Intra- and inter-assay CV for CA-125 3.9% and 4.2%
Target condition and reference stan-
dard(s)
Target condition Ovarian endometriosis
Prevalence of target condition in the sample n = 29/101 (29%): all stage III-IV; controls n =
72
Reference
standard Laparoscopy/ Laparotomy (number for each group not reported) +
histopathology
Description of positive case definition by reference test as reported: Visual inspection
confirmed on histopathology; histological criteria reported; surgical procedure described;
surgical staging according to the rAFS classification
Examiners No information provided
Flow and timing Time interval between index test and reference standard Blood was collected on the day
of surgery, TVUS was performed several days prior
Withdrawals None
Comparative /uni00A0
Key conclusions by the authors Transvaginal ultrasonography used alone has a better predictive capacity in differentiating
endometrioma from other adnexal masses than combined methods.
Conflict of interest Not reported
Guerriero 1996b/uni00A0/uni00A0(Continued)
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
Copyright © 2016 The Cochrane Collaboration. Published by John Wiley & Sons, Ltd.
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Cochrane
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Trusted evidence.
Informed decisions.
Better health.
/uni00A0
/uni00A0
Cochrane Database of Systematic Reviews
Notes The reported diagnostic estimates for blood biomarker or TVUS alone are presented in other
reviews from this series
Methodological quality
Item Authors' judgement Risk of bias Applicability concerns
DOMAIN 1: Patient Selection
Was a consecutive or random sample
of patients enrolled?
Yes /uni00A0 /uni00A0
Did the study avoid inappropriate ex-
clusions?
Yes /uni00A0 /uni00A0
Was a 'two-gate' design avoided? Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low High
DOMAIN 2: Index Test All tests
Were the index test results interpret-
ed without knowledge of the results
of the reference standard?
Unclear /uni00A0 /uni00A0
If a threshold was used, was it pre-
specified?
Yes /uni00A0 /uni00A0
Was a cycle phase considered in in-
terpretation of the result of index
test?
Yes /uni00A0 /uni00A0
Did the study provide a clear pre-
specified definition of what was con-
sidered to be a positive result of in-
dex test?
Yes /uni00A0 /uni00A0
Was the index test performed by a
single operator or interpreted by con-
sensus in a joint session?
Yes /uni00A0 /uni00A0
Were the same clinical data available
when the index test results were in-
terpreted as would be available when
the test is used in practice?
Unclear /uni00A0 /uni00A0
/uni00A0 /uni00A0 Unclear Low
DOMAIN 3: Reference Standard
Is the reference standards likely to
correctly classify the target condi-
tion?
Yes /uni00A0 /uni00A0
Were the reference standard results
interpreted without knowledge of the
Results
of the index tests?
Yes /uni00A0 /uni00A0
Guerriero 1996b/uni00A0/uni00A0(Continued)
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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Informed decisions.
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/uni00A0
/uni00A0
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/uni00A0 /uni00A0 Low Low
DOMAIN 4: Flow and Timing
Was there an appropriate interval be-
tween index test and reference stan-
dard?
Yes /uni00A0 /uni00A0
Did all patients receive the same ref-
erence standard?
Yes /uni00A0 /uni00A0
Were all patients included in the
analysis?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low /uni00A0
Guerriero 1996b/uni00A0/uni00A0(Continued)
/uni00A0
/uni00A0
Study characteristics
Patient sampling Primary objectives To evaluate the accuracy of routine clinical examination (per vaginam, PV) com-
bined with transvaginal sonography (TVS) for presurgical, non-invasive diagnosis of endometriosis
Study population Women with suspected endometriosis, who were either referred to the pelvic pain
clinic or self-referred
Selection criteria Inclusion criteria: availability of the complete past medical, social, obstetrical and
gynaecological history and the woman’s consent; exclusion criteria: history of gynaecological cancer,
previous surgery for DIE involving rectal surgery or dissection of the POD or RVS or other disease enti-
ties including resection of the bladder or anterior rectal wall and virginity of the woman
Study design Cross-sectional, single-gate design, prospective recruitment and collection of samples,
consecutive series
Patient characteristics and
setting
Clinical presentation Suspected endometriosis: dysmenorrhoea - 77.5%, dyspareunia - 34.5%, chronic
pelvic pain - 22%, dyschezia - 14.5% or subfertility - 17%
Age Median age 33 years, range 16–45 years
Number of enrolled 223 women
Number of available for analysis 200 women (cycle phase not reported)
Setting Tertiary referral service Villach General Hospital (endometriosis centre)
Place of study Villach, Austria; Worthing and Chertsey, UK
Period of study September 2007 - June 2008
Language English
Index tests Index test Clinical examination + TVUS
Details of the index test procedure as stated Clinical examination included speculum and bimanual
PV examination; TVUS performed with either a Logic 9 (GE) or a Accuvix XQ (Accuvix) scanner using a 5–
9 MHz endovaginal transducers, procedure described in details
Description of positive case definition by index test as reported Clinical examination - a palpable
nodularity or stiffened or thickened area or a palpable cystic expansion with topographic-anatomical
Hudelist 2009/uni00A0
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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Informed decisions.
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/uni00A0
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correlation to the following sites: le/f_t and right USLs, vagina, RVS, POD, the rectosigmoid and the uri-
nary bladder (posterior wall); TVUS - endometrioma: presence of a cyst or multiple cysts containing dif-
fuse low-level echoes, DIE: regular or irregular hypoechogenic nodular structure, cystic mass or hypoe-
chogenic linear thickening with regular or irregular margins, described for each site (USL, vaginal wall,
RVS, bladder, rectosigmoid colon); POD complete obliteration: uterus, adnexa and rectosigmoid colon
adherent, with disappearance of the peritoneal structure, POD incomplete obliteration: peritoneal lim-
its partially identified with the presence or absence of fluid collection
Examiners: All combined PV examination and TVS (PV followed by TVS) were performed by one of the
three examiners with extensive experience in TVS for DIE (> five years)
Interobserver variability: Not provided
Target condition and ref-
erence standard(s)
Target condition: DIE - separate anatomical sites; ovarian endometriosis
Prevalence of target condition in the sample Pelvic endometriosis n = 135/200 (67.5%); DIE n =
64/200 (32%); ovarian endometriosis n = 49/200 (24.5%)
Reference
standard Laparoscopy n = 200 (100%) + histopathology
Description of positive case definition by reference test as reported Visual inspection confirmed on
histopathology, histological criteria specified and referenced to primary source; surgical procedure de-
scribed in details
Examiners: No information provided; surgery performed in endometriosis referral centre
Flow and timing Time interval between index test and reference standard: Both tests were performed within two
months before surgery
Withdrawals: 23 women were excluded because they did not meet the inclusion criteria
Comparative /uni00A0
Key conclusions by the au-
thors
The combination of PV and TVS accurately predicts the presence of endometriosis affecting the ovaries,
vagina, rectum, USL, RVS and POD in women with suspected endometriosis. We suggest the routine
combination of PV and TVS as an essential part of the standard primary assessment of pelvic pain
women with suspected endometriosis
Conflict of interest Not reported
Notes The accuracy estimates for endometrioma and USL are reported by the authors but not presented in
the review, because this was a lesion-specific analysis
The reported diagnostic performance of vaginal examination alone is not included in this review
The diagnostic estimates for bladder endometriosis are reported but not included in the review
Methodological quality
Item Authors' judgement Risk of bias Applicability concerns
DOMAIN 1: Patient Selection
Was a consecutive or ran-
dom sample of patients
enrolled?
Yes /uni00A0 /uni00A0
Did the study avoid inap-
propriate exclusions?
Yes /uni00A0 /uni00A0
Hudelist 2009/uni00A0/uni00A0(Continued)
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
Copyright © 2016 The Cochrane Collaboration. Published by John Wiley & Sons, Ltd.
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Informed decisions.
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Was a 'two-gate' design
avoided?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low Low
DOMAIN 2: Index Test All tests
Were the index test re-
sults interpreted without
knowledge of the results
of the reference standard?
Yes /uni00A0 /uni00A0
If a threshold was used,
was it pre-specified?
Yes /uni00A0 /uni00A0
Was a cycle phase consid-
ered in interpretation of
the result of index test?
Unclear /uni00A0 /uni00A0
Did the study provide a
clear pre-specified defin-
ition of what was consid-
ered to be a positive result
of index test?
Yes /uni00A0 /uni00A0
Was the index test per-
formed by a single opera-
tor or interpreted by con-
sensus in a joint session?
No /uni00A0 /uni00A0
Were the same clinical da-
ta available when the in-
dex test results were inter-
preted as would be avail-
able when the test is used
in practice?
No /uni00A0 /uni00A0
/uni00A0 /uni00A0 High Low
DOMAIN 3: Reference Standard
Is the reference standards
likely to correctly classify
the target condition?
Yes /uni00A0 /uni00A0
Were the reference stan-
dard results interpreted
without knowledge of the
Results
of the index tests?
Unclear /uni00A0 /uni00A0
/uni00A0 /uni00A0 Unclear Low
DOMAIN 4: Flow and Timing
Was there an appropriate
interval between index
test and reference stan-
dard?
Yes /uni00A0 /uni00A0
Hudelist 2009/uni00A0/uni00A0(Continued)
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
Copyright © 2016 The Cochrane Collaboration. Published by John Wiley & Sons, Ltd.
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Informed decisions.
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/uni00A0
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Did all patients receive the
same reference standard?
Yes /uni00A0 /uni00A0
Were all patients included
in the analysis?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low /uni00A0
Hudelist 2009/uni00A0/uni00A0(Continued)
/uni00A0
/uni00A0
Study characteristics
Patient sampling Primary objectives To evaluate clinical examination during menstruation and plasma CA-125 con-
centration to diagnose endometriosis
Study population Women scheduled for laparoscopy for suspected endometriosis
Selection criteria Exclusion criteria: hormonal treatment or medical treatment for endometriosis
in the three months preceding laparoscopy, refusal for a clinical examination during menstruation
(only DIE considered)
Study design Cross-sectional single-gate, prospective recruitment and collection of samples, con-
secutive series
Patient characteristics and
setting
Clinical presentation Infertility (n = 33), pain (n = 13), infertility + pain (n = 6), hydrosalpinx (n = 1),
ovarian cyst (n= 2)
Age Range 20 - 45 years (personal communication with the author)
Number of participants enrolled 61 women
Number of participants available for analysis 55 women (only DIE or endometrioma or severe
pelvic adhesions included; all in menstrual, follicular and early luteal phase of menstrual cycle)
Setting Division of endoscopic surgery, University Hospital Gasthiusberg, University of Leuven
Place of study Leuven, Belgium
Period of study Not stated
Language English
Index tests Index test Clinical examination in menstrual phase (menstrual nodularities) + CA-125 in mid follic-
ular phase
Details of the index test procedure as stated Clinical examination included pelvic bimanual ex-
amination with careful assessment of pelvic nodularities and their tenderness; CA-125 assay using
a second generation IRMA kit (CA-125 II, Centocor, Malvern, Pa; all kits from the same production
batch)
Threshold for positive result Clinical examination - presence of induration (with one or more
small nodules) or painful nodularities (larger spherical nodule), pre-specified and described in de-
tails; CA-125 >35 U/ml, not pre-specified
Examiners Clinical examination: one of the two authors, always preoperatively and hence blinded
to the results of reference standard; CA-125 - no information provided; unclear if were blinded to
Reference
standard
Interobserver variability CA-125: intra-and inter-assay variation < 5% and < 8%
Koninckx 1996/uni00A0
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
Copyright © 2016 The Cochrane Collaboration. Published by John Wiley & Sons, Ltd.
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Target condition and refer-
ence standard(s)
Target condition DIE, ovarian endometrioma or severe pelvic adhesions
Prevalence of target condition in the sample n = 38/55 (69%): stage I-II 29, stage III-IV 9; DIE 13,
endometrioma 9, deep endometriosis + severe cul de sac adhesions + endometrioma 24; controls n
= 17)
Reference
standard Laparoscopy n = 55 (100%)
Description of positive case definition by reference standard test as reported Visual inspection,
deep endometriosis classified as type I - III, reference to the source with diagnostic criteria and de-
scribed; staging according to the rAFS classification .
Examiners Not stated; unclear if were blinded to the result of pelvic examination
Flow and timing Time interval between index test and reference standard The tests were performed within four
months before surgery (personal communication with the author)
Withdrawals In six women (11%) the surgery was cancelled for various reasons
Comparative /uni00A0
Key conclusions by the au-
thors
Clinical examination during menstruation can diagnose reliably deep endometriosis, cystic ovari-
an endometriosis or cul de sac adhesions. This test, preferentially combined with a follicular phase
CA-125 assay, should be used to decide whether a preparation for bowel surgery should be given
Conflict of interest Not reported
Notes The reported diagnostic estimates for blood biomarker alone are presented in other reviews from
this series
The presented diagnostic estimates are for DIE or ovarian endometrioma or severe cul de sac adhe-
sions
Methodological quality
Item Authors' judgement Risk of bias Applicability concerns
DOMAIN 1: Patient Selection
Was a consecutive or random
sample of patients enrolled?
Yes /uni00A0 /uni00A0
Did the study avoid inappro-
priate exclusions?
Yes /uni00A0 /uni00A0
Was a 'two-gate' design avoid-
ed?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low High
DOMAIN 2: Index Test All tests
Were the index test results in-
terpreted without knowledge
of the results of the reference
standard?
Unclear /uni00A0 /uni00A0
If a threshold was used, was it
pre-specified?
No /uni00A0 /uni00A0
Koninckx 1996/uni00A0/uni00A0(Continued)
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
Copyright © 2016 The Cochrane Collaboration. Published by John Wiley & Sons, Ltd.
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Informed decisions.
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/uni00A0
/uni00A0
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Was a cycle phase considered
in interpretation of the result
of index test?
Yes /uni00A0 /uni00A0
Did the study provide a clear
pre-specified definition of
what was considered to be a
positive result of index test?
/uni00A0 /uni00A0 /uni00A0
Was the index test performed
by a single operator or inter-
preted by consensus in a joint
session?
/uni00A0 /uni00A0 /uni00A0
Were the same clinical data
available when the index test
Results
were interpreted as
would be available when the
test is used in practice?
/uni00A0 /uni00A0 /uni00A0
/uni00A0 /uni00A0 High Low
DOMAIN 3: Reference Standard
Is the reference standards like-
ly to correctly classify the tar-
get condition?
Yes /uni00A0 /uni00A0
Were the reference standard
Results
interpreted without
knowledge of the results of the
index tests?
Unclear /uni00A0 /uni00A0
/uni00A0 /uni00A0 Unclear Low
DOMAIN 4: Flow and Timing
Was there an appropriate in-
terval between index test and
Reference
standard?
Yes /uni00A0 /uni00A0
Did all patients receive the
same reference standard?
Yes /uni00A0 /uni00A0
Were all patients included in
the analysis?
No /uni00A0 /uni00A0
/uni00A0 /uni00A0 High /uni00A0
Koninckx 1996/uni00A0/uni00A0(Continued)
/uni00A0
/uni00A0
Study characteristics
Patient sampling Primary objectives To compare the performance of history and examination findings combined
with transvaginal ultrasound 'so/f_t marker' evaluation of ovarian mobility, for the prediction of fixed
ovaries secondary to endometriosis at laparoscopy
Marasinghe 2014/uni00A0
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
Copyright © 2016 The Cochrane Collaboration. Published by John Wiley & Sons, Ltd.
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Informed decisions.
Better health.
/uni00A0
/uni00A0
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Study population Women scheduled for laparoscopy for chronic pelvic pain and or subfertility
Selection criteria Exclusion criteria: previous surgical diagnosis of endometriosis or pelvic adhe-
sions, confirmed diagnosis of genital abnormalities, those who did not consent to vaginal examina-
tions
Study design Cross-sectional single-gate, prospective recruitment and collection of samples, con-
secutive series
Patient characteristics and
setting
Clinical presentation Infertility 83%, chronic pelvic pain 17%, dysmenorrhoea 46%, dyspareunia
31%
Age Mean age 33.3 ± 5.1 years, range 22 - 48 years
Number of participants enrolled 110 women
Number of participants available for analysis 106 women
Setting University Gynecology unit, National Hospital of Sri Lanka, tertiary referral centre
Place of study Colombo, Sri Lanka
Period of study December 2009 - March 2010
Language English
Index tests Index test Clinical history + examination + TVUS
Details of the index test procedure as stated Clinical history - interview with history of dysmen-
orrhoea and dyspareunia, severity was assessed using a visual analogue scale ranging 1-10 with
a score of one considered as 'no pain'; examination included pelvic bimanual examination to de-
tect the presence of pelvic tenderness, a fixed retroverted uterus, tender uterosacral ligaments and
deeply infiltrating nodules on the uterosacral ligaments or in the cul-de-sac; TVUS - Assessment
was with gentle pressure on the ovary with the transvaginal probe, fixed or mobile ovaries were di-
agnosed by assessing the ovaries in relation to the uterus and ipsilateral internal iliac vessels
Threshold for positive result Clinical history - dysmenorrhoea or dyspareunia; examination - at
least one of the abovementioned examination features; TVUS: at least one 'fixed' ovary
Examiners Clinical history and examination: one clinician with > four years experience in gynaecol-
ogy; TVUS - single examiner with > four years experience in ultrasound blinded to the clinical data
Interobserver variability Each tests was performed by a single operator
Target condition and refer-
ence standard(s)
Target condition Endometriosis and other peri-ovarian adhesions
Prevalence of target condition in the sample n = 32/106 (30%): stage I-II 19, stage III-IV 13; other
peri-ovarian adhesions n = 5; controls n = 17)
Reference
standard Laparoscopy n = 106 (100%) ± histology
Description of positive case definition by reference standard test as reported Visual inspection,
endometriotic adhesions causing a fixed ovary - defined as ovaries fixed to the uterus or ovarian
fossa and when it could not be elevated from the ovarian fossa by using a blunt probe; histology
was considered in selected cases, histological criteria provided; staging according to the rAFS clas-
sification .
Examiners Single examiner with 15 years of laparoscopic experience, blinded to the results of in-
dex test
Flow and timing Time interval between index test and reference standard The tests were performed within two
weeks before surgery
Marasinghe 2014/uni00A0/uni00A0(Continued)
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
Copyright © 2016 The Cochrane Collaboration. Published by John Wiley & Sons, Ltd.
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Informed decisions.
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/uni00A0
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Withdrawals In four women at least one ovary could not be visualised on transvaginal scanning
and they were excluded
Comparative /uni00A0
Key conclusions by the au-
thors
A combination of clinical and transvaginal ultrasound based 'so/f_t marker' of ovarian mobility pro-
vides a valid method for identifying fixed ovaries secondary to endometriosis
Conflict of interest Not reported
Notes The primary outcome of the study was endometriosis with fixed ovaries or other peri-ovarian adhe-
sions
Methodological quality
Item Authors' judgement Risk of bias Applicability concerns
DOMAIN 1: Patient Selection
Was a consecutive or random
sample of patients enrolled?
Yes /uni00A0 /uni00A0
Did the study avoid inappro-
priate exclusions?
Yes /uni00A0 /uni00A0
Was a 'two-gate' design avoid-
ed?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low Low
DOMAIN 2: Index Test All tests
Were the index test results in-
terpreted without knowledge
of the results of the reference
standard?
Yes /uni00A0 /uni00A0
If a threshold was used, was it
pre-specified?
Yes /uni00A0 /uni00A0
Was a cycle phase considered
in interpretation of the result
of index test?
/uni00A0 /uni00A0 /uni00A0
Did the study provide a clear
pre-specified definition of
what was considered to be a
positive result of index test?
Yes /uni00A0 /uni00A0
Was the index test performed
by a single operator or inter-
preted by consensus in a joint
session?
Yes /uni00A0 /uni00A0
Were the same clinical data
available when the index test
Results
were interpreted as
Yes /uni00A0 /uni00A0
Marasinghe 2014/uni00A0/uni00A0(Continued)
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
Copyright © 2016 The Cochrane Collaboration. Published by John Wiley & Sons, Ltd.
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Informed decisions.
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/uni00A0
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would be available when the
test is used in practice?
/uni00A0 /uni00A0 Low Low
DOMAIN 3: Reference Standard
Is the reference standards like-
ly to correctly classify the tar-
get condition?
Yes /uni00A0 /uni00A0
Were the reference standard
Results
interpreted without
knowledge of the results of the
index tests?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low Low
DOMAIN 4: Flow and Timing
Was there an appropriate in-
terval between index test and
Reference
standard?
Yes /uni00A0 /uni00A0
Did all patients receive the
same reference standard?
Yes /uni00A0 /uni00A0
Were all patients included in
the analysis?
No /uni00A0 /uni00A0
/uni00A0 /uni00A0 High /uni00A0
Marasinghe 2014/uni00A0/uni00A0(Continued)
/uni00A0
/uni00A0
Study characteristics
Patient sampling Primary objectives To develop a test to discriminate between women suffering from pelvic pain
associated with presence or absence of endometriosis, using symptom visual analogue scale
(VAS) scores, demographic and lifestyle factors and known and novel plasma biomarkers
Study population Women undergoing laparoscopy for evaluation of chronic pelvic pain, dys-
menorrhoea, or dyspareunia
Selection criteria Exclusion criteria: women on current hormonal therapy, failure to complete
questionnaire,
Study design Cross-sectional single-gate, prospective collection of samples
Patient characteristics and set-
ting
Clinical presentation Pelvic pain, dysmenorrhoea, dyspareunia
Age Mean age 27 years, range 18 - 44 years (endometriosis group) and 30 years, range 19 - 43
years (controls)
Number of participants enrolled 172 women
Number of participants available for analysis 101 women (in menstrual, proliferative or secre-
tory cycle phase)
Paiva 2014/uni00A0
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
Copyright © 2016 The Cochrane Collaboration. Published by John Wiley & Sons, Ltd.
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Informed decisions.
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/uni00A0
/uni00A0
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Setting Department of O&G, Royal Women's Hospital, University of Melbourne
Place of study Melbourne, Australia
Period of study May 2006 - February 2009
Language English
Index tests Index test Predictive model including: clinical history (parity, ever had IUD, hx of endometriosis,
alcohol intake, dyspareunia) + serum CA-125
Details of the index test procedure as stated Clinical history obtained with a questionnaire in-
cluding demographic details, LMP, risk factors for endometriosis and symptom severity on form
of visual analogue scale (VAS); serum CA-125 was measured using 2-plex magnetic human circu-
lating cancer biomarker panel kit (Millipore, USA), detection limit 0.26 pg/ml; laboratory meth-
ods and sample processing described; predictive model was constructed using multivariate lo-
gistic regression model (initial selection of 14 parameters)
Threshold for positive result Not reported
Examiners No information provided; unclear if blinded to the results of reference standard
Interobserver variability CA-125: the intra- and inter-assay CV < 10%
Target condition and reference
standard(s)
Target condition Endometriosis
Prevalence of target condition in the sample n = 69/101 (68%): stage I-II 45, stage III-IV 24; con-
trols n = 32
Reference
standard Laparoscopy n = 101 (100%) + histopathology
Description of positive case definition by reference standard test as reported Visual inspec-
tion confirmed by histological demonstration of endometrial glands and stroma; staging ac-
cording to the rASRM classification
Examiners No information provided
Flow and timing Time interval between index test and reference standard Blood samples and questionnaire
were obtained preoperatively on the same day
Withdrawals 71 participants were excluded: 16 due to current hormone treatment, 31 - not
completed questionnaire, 24 - no samples available due to laboratory freezer failure
Comparative /uni00A0
Key conclusions by the authors Combining symptom scores, historical measures and CA-125 provides a reasonable means
to discriminate between women with pelvic pain associated with presence or absence of en-
dometriosis, but greater specificity is needed before such a model could replace laparoscopy
Conflict of interest The authors declared no conflict of interests; the study was supported by several research grants
Notes The predictive model included history of endometriosis, hence can be used for primary diagno-
sis as well as for assessment of recurrence
Methodological quality
Item Authors' judgement Risk of bias Applicability concerns
DOMAIN 1: Patient Selection
Paiva 2014/uni00A0/uni00A0(Continued)
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
Copyright © 2016 The Cochrane Collaboration. Published by John Wiley & Sons, Ltd.
67
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Informed decisions.
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/uni00A0
/uni00A0
Cochrane Database of Systematic Reviews
Was a consecutive or random
sample of patients enrolled?
Unclear /uni00A0 /uni00A0
Did the study avoid inappropriate
exclusions?
Yes /uni00A0 /uni00A0
Was a 'two-gate' design avoided? Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Unclear Low
DOMAIN 2: Index Test All tests
Were the index test results inter-
preted without knowledge of the
Results
of the reference standard?
Unclear /uni00A0 /uni00A0
If a threshold was used, was it
pre-specified?
No /uni00A0 /uni00A0
Was a cycle phase considered in
interpretation of the result of in-
dex test?
Yes /uni00A0 /uni00A0
Did the study provide a clear pre-
specified definition of what was
considered to be a positive result
of index test?
Yes /uni00A0 /uni00A0
Was the index test performed by
a single operator or interpreted
by consensus in a joint session?
/uni00A0 /uni00A0 /uni00A0
Were the same clinical data avail-
able when the index test results
were interpreted as would be
available when the test is used in
practice?
/uni00A0 /uni00A0 /uni00A0
/uni00A0 /uni00A0 High Low
DOMAIN 3: Reference Standard
Is the reference standards like-
ly to correctly classify the target
condition?
Yes /uni00A0 /uni00A0
Were the reference standard re-
sults interpreted without knowl-
edge of the results of the index
tests?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low Low
DOMAIN 4: Flow and Timing
Paiva 2014/uni00A0/uni00A0(Continued)
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
Copyright © 2016 The Cochrane Collaboration. Published by John Wiley & Sons, Ltd.
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Informed decisions.
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/uni00A0
/uni00A0
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Was there an appropriate interval
between index test and reference
standard?
Yes /uni00A0 /uni00A0
Did all patients receive the same
Reference
standard?
Yes /uni00A0 /uni00A0
Were all patients included in the
analysis?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low /uni00A0
Paiva 2014/uni00A0/uni00A0(Continued)
/uni00A0
/uni00A0
Study characteristics
Patient sampling Primary objectives To validate and investigate the clinical value of urinary enolase I (NNE) in
women with endometriosis.
Study population Women who underwent laparoscopy for diagnostic evaluation of pelvic
masses, pelvic pain, suspicious endometriosis and infertility
Selection criteria Exclusion criteria: postmenopausal status, previous use of hormone or go-
nadotropin-releasing hormone agonist, adenomyosis, endometrial cancer or hyperplasia, en-
dometrial polyps, infectious diseases, chronic or acute inflammatory diseases, malignancy, au-
toimmune disease and cardiovascular disease
Study design Cross-sectional, single-gate design, prospective collection of samples
Patient characteristics and setting Clinical presentation: Pelvic masses, pelvic pain, suspicious endometriosis and infertility
Age: Mean age 31.48 ± 6.30 for endometriosis group, 29.35 ± 6.87 for control group
Number of enrolled: 59 women
Number of available for analysis: 59 women (in follicular or luteal cycle phase, numbers not
specified; only moderate/severe endometriosis)
Setting: Gongnam Severance Hospital, Yonsei University College of Medicine
Place of study: Seoul, Republic of Korea
Period of study: January 2009 - December 2011
Language: English
Index tests Index test Urinary enolase I (NNE-Cr) + serum CA-125
Description of positive case definition by index test as reported Urinary enolase I was mea-
sured with commercial ELISA according to the manufacturer’s protocols (USCN Life Science
& Technology Company, TX) with minimal detectable concentration of 0.312 ng/ml; urinary
NNE values were normalised to urinary Cr concentrations; serum CA-125 was measured using
CA-125 II electro chemiluminescence immunoassay with Roche/Hitachi Modular Analytics E170
system (Roche Diagnostics, Japan); sample handling described
Threshold for positive result Cut-off value > 27.23, not pre-specified
Examiners: No information provided, unclear if were blinded to the results of reference stan-
dard
Yun 2014/uni00A0
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Interobserver variability Not provided
Target condition and reference
standard(s)
Target condition Endometriosis
Prevalence of target condition in the sample n = 39/59 (55%): all stage III-IV; controls n = 20
Reference
standard: Laparoscopy and histology
Description of positive case definition by reference test as reported Visual inspection con-
firmed on histopathology; staging according to the rASRM classification
Examiners Not information provided
Flow and timing Time interval between index test and reference standard Blood was collected preoperative-
ly, urine was collected after induction of anaesthesia
Withdrawals No withdrawals reported
Comparative /uni00A0
Key conclusions by the authors Urinary enolase I was significantly increased in women with endometriosis, though the find-
ings undermine its capacity as a diagnostic marker. May have potential as one of the combined
markers.
Conflict of interest The authors declared no conflict of interest; supported by the Basic Science Research Program
through the National Research Foundation of Korea (NRF) funded by the Ministry of Education,
Science and Technology (2010-0023323)
Notes The reported diagnostic estimates for urine or blood test only are presented in other reviews
from this series
Only information for severe disease available
Methodological quality
Item Authors' judgement Risk of bias Applicability concerns
DOMAIN 1: Patient Selection
Was a consecutive or random sam-
ple of patients enrolled?
Unclear /uni00A0 /uni00A0
Did the study avoid inappropriate
exclusions?
Yes /uni00A0 /uni00A0
Was a 'two-gate' design avoided? Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Unclear High
DOMAIN 2: Index Test All tests
Were the index test results inter-
preted without knowledge of the
Results
of the reference standard?
Yes /uni00A0 /uni00A0
If a threshold was used, was it pre-
specified?
No /uni00A0 /uni00A0
Yun 2014/uni00A0/uni00A0(Continued)
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Was a cycle phase considered in in-
terpretation of the result of index
test?
Yes /uni00A0 /uni00A0
Did the study provide a clear pre-
specified definition of what was
considered to be a positive result
of index test?
/uni00A0 /uni00A0 /uni00A0
Was the index test performed by a
single operator or interpreted by
consensus in a joint session?
/uni00A0 /uni00A0 /uni00A0
Were the same clinical data avail-
able when the index test results
were interpreted as would be
available when the test is used in
practice?
/uni00A0 /uni00A0 /uni00A0
/uni00A0 /uni00A0 High Low
DOMAIN 3: Reference Standard
Is the reference standards likely to
correctly classify the target condi-
tion?
Yes /uni00A0 /uni00A0
Were the reference standard re-
sults interpreted without knowl-
edge of the results of the index
tests?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low Low
DOMAIN 4: Flow and Timing
Was there an appropriate interval
between index test and reference
standard?
Yes /uni00A0 /uni00A0
Did all patients receive the same
Reference
standard?
Yes /uni00A0 /uni00A0
Were all patients included in the
analysis?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low /uni00A0
Yun 2014/uni00A0/uni00A0(Continued)
/uni00A0
/uni00A0
Study characteristics
Patient sampling Primary objectives To evaluate the diagnostic value of examining endometrial biopsy
specimens for aromatase cytochrome P450 and CA-125 for endometriosis
Zeng 2005/uni00A0
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Study population Women undergoing laparoscopy or laparotomy for pelvic pain or infer-
tility
Selection criteria Inclusion criteria: reproductive age regular menstrual cycle; exclusion
criteria: hormonal treatment for 3/12 prior reproductive age, preoperative diagnosis of
uterine fibroids, adenomyosis.
Study design Cross-sectional single-gate, prospective collection of samples
Patient characteristics and setting Clinical presentation Infertility or pelvic pain
Age Mean age 33 ± 4 years, range 26 - 40 years (endometriosis), 32 ± 4 years, range 25-39
years (controls)
Number of participants enrolled 58 women
Number of participants available for analysis 58 women (31 women in follicular and 27
women in luteal cycle phase)
Setting Department of O&G, Third Xiangya Hospital, Central South University
Place of study Changsha, China
Period of study March 2003 - February 2004
Language Chinese
Index tests Index test CA-125 in serum + P450 aromatase in endometrium
Details of the index test procedure as stated Serum CA-125 was determined by chemilu-
minescence assay; endometrial aromatase protein was evaluated by immunohistochem-
istry, 2nd generation assay (ElivisionTM plus kit), positive IHC staining indicated by pres-
ence of brown particles within the cytoplasm; sample handling or laboratory technique not
described
Threshold for positive result CA-125 >35 U/ml, not pre-specified; P450 aromatase: posi-
tive or negative test
Examiners No information provided, unclear if blinded to the result of reference standard
Interobserver variability Not stated
Target condition and reference stan-
dard(s)
Target condition Endometriosis
Prevalence of target condition in the sample n = 36/58 (62%): stage I-II 20, stage III-IV 16;
controls n = 22
Reference
standard Laparoscopy/Laparotomy n = 58 (100%)
Description of positive case definition by reference standard test as reported Visual in-
spection; staging according to rAFS classification
Examiners Not stated
Flow and timing Time interval between index test and reference standard Blood and endometrial sam-
ples were collected on the day of surgery
Withdrawals None
Comparative /uni00A0
Key conclusions by the authors The combination assay of aromatase cytochrome P450 in eutopic endometrium and
CA-125 can be used as a diagnostic test for endometriosis, especially for the early stage of
endometriosis, which is superior to the assay of CA-125
Zeng 2005/uni00A0/uni00A0(Continued)
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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Conflict of interest Not reported
Notes Translated from Chinese, some information may have been misinterpreted
The reported diagnostic estimates for endometrial or blood markers alone are presented
in other reviews from this series
Methodological quality
Item Authors' judgement Risk of bias Applicability concerns
DOMAIN 1: Patient Selection
Was a consecutive or random sample
of patients enrolled?
Unclear /uni00A0 /uni00A0
Did the study avoid inappropriate ex-
clusions?
Yes /uni00A0 /uni00A0
Was a 'two-gate' design avoided? Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Unclear Low
DOMAIN 2: Index Test All tests
Were the index test results interpret-
ed without knowledge of the results of
the reference standard?
Unclear /uni00A0 /uni00A0
If a threshold was used, was it pre-
specified?
No /uni00A0 /uni00A0
Was a cycle phase considered in inter-
pretation of the result of index test?
Unclear /uni00A0 /uni00A0
Did the study provide a clear pre-speci-
fied definition of what was considered
to be a positive result of index test?
/uni00A0 /uni00A0 /uni00A0
Was the index test performed by a sin-
gle operator or interpreted by consen-
sus in a joint session?
/uni00A0 /uni00A0 /uni00A0
Were the same clinical data available
when the index test results were inter-
preted as would be available when the
test is used in practice?
/uni00A0 /uni00A0 /uni00A0
/uni00A0 /uni00A0 High Unclear
DOMAIN 3: Reference Standard
Is the reference standards likely to cor-
rectly classify the target condition?
Unclear /uni00A0 /uni00A0
Zeng 2005/uni00A0/uni00A0(Continued)
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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Were the reference standard results in-
terpreted without knowledge of the re-
sults of the index tests?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Unclear Low
DOMAIN 4: Flow and Timing
Was there an appropriate interval be-
tween index test and reference stan-
dard?
Yes /uni00A0 /uni00A0
Did all patients receive the same refer-
ence standard?
Yes /uni00A0 /uni00A0
Were all patients included in the analy-
sis?
Yes /uni00A0 /uni00A0
/uni00A0 /uni00A0 Low /uni00A0
Zeng 2005/uni00A0/uni00A0(Continued)
(r)AFS: (revised) American Fertility Society; (r)ASRM: (revised) American Society for Reproductive Medicine; CA-125: cancer antigen; CV:
coefficient of variation; DIE: deep infiltrating endometriosis; ECD: Electron Coupled Dye; ELISA: enzyme-linked immunosorbent assay;
FITC: fluorescein isothiocyanate; GnRH: gonadotropin-releasing hormone; IL: interleukin; IUD: intrauterine device; LMP: last menstrual
period; NNE: non neuronal enolase;PE: phycoerythrin; PerCP: peridinin; chlorophyll protein; PGP: permeability glycoprotein; POD: pouch
of Douglas; PV: per vaginam; RVS: rectovaginal septum; TVS: transvaginal sonography; TVUS: transvaginal ultrasound; USL: uterosacral
ligament; VAS: visual analogue scale; VDBP: vitamin-D-binding protein; VDBPCr: VDBP level corrected for creatinine.
/uni00A0
Characteristics of excluded studies [ordered by study ID]
/uni00A0
Study Reason for exclusion
Abrao 2007 Index test outside inclusion criteria (no combined diagnostic estimates available)
Adamyan 1993 Index test outside inclusion criteria (no combined diagnostic estimates available)
Alcazar 2011 Index test outside inclusion criteria (no combined diagnostic estimates available)
Badawy 1984 Index test outside inclusion criteria (no combined diagnostic estimates available)
Bazot 2009 Index test outside inclusion criteria (no combined diagnostic estimates available)
Borboletto 1995 Review article
Cho 2007 Index test outside inclusion criteria (no combined diagnostic estimates available)
da Silva 2014 Index test outside inclusion criteria (no combined diagnostic estimates available)
Dias 2012 Index test outside inclusion criteria (no combined diagnostic estimates available)
Eskenazi 2001 Index test outside inclusion criteria (no combined diagnostic estimates available)
Fedele 1988 Index test outside inclusion criteria (no combined diagnostic estimates available)
Guerriero 1997 Index test outside inclusion criteria (only 'lesion-level' analysis for imaging component of the test)
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/uni00A0
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Study Reason for exclusion
Hudelist 2011b Index test outside inclusion criteria (no combined diagnostic estimates available)
Kocbek 2014 Index test outside inclusion criteria (no combined diagnostic estimates available)
Kuessel 2014 Index test outside inclusion criteria (no combined diagnostic estimates available)
Lee 2014 Index test outside inclusion criteria (no combined diagnostic estimates available)
Nezhat 1994 Index test outside inclusion criteria (no combined diagnostic estimates available)
Szubert 2014 Insufficient diagnostic test accuracy information (unable to construct 2 x 2 tables)
Weerakiet 2000 Study design, population and index test outside inclusion criteria (retrospective selection of cases;
postmenopausal women were included; only 'lesion-level' analysis)
Wolfler 2005 Insufficient diagnostic test accuracy information (unable to construct 2 x 2 tables)
Yong 2013 Target condition outside inclusion criteria (not endometriosis but "abnormal laparoscopy in
women with pelvic pain")
/uni00A0
/uni00A0
D A T A
Presented below are all the data for all of the tests entered into the review.
/uni00A0
Table Tests. /uni00A0 Data tables by test
Test No. of studies No. of participants
1 IL-6 (>15.4 pg/ml) [serum] + PGP 9.5 [endometrium] 1 78
2 CA-125 [serum] (>35 U/ml) + P450 aromatase [endometrium] 1 58
3 VDBP-Cr [urine] x CA-125 [serum] (>2755) 1 95
4 NNE_Cr [urine] + CA-125 [serum] (>27.23) 1 59
5 Hx (dysmenorrhoea, dyspareunia) + PV examination + TVUS (fixed ovary) 1 106
6 Hx (length of menses) + CA-125 [serum] (>35 U/ml) + leukocytes [endometri-
um]
1 368
7 Hx (parity, past IUD, past endometriosis, alcohol intake, dyspareunia) +
CA-125 [serum]
1 101
8 PV examination (menstrual nodularities) + CA-125 [serum] (>35 IU/ml) for
DIE, endometrioma or severe adhesions
1 41
9 PV examination (menstrual nodularities) OR CA-125 [serum] (>35 IU/ml) for
DIE, endometrioma or severe adhesions
1 41
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Test No. of studies No. of participants
10 PV examination (menstrual nodularities) + CA-125 [serum] (>35 IU/ml) for
DIE
1 30
11 PV examination (menstrual nodularities) OR CA-125 [serum] (>35 IU/ml) for
DIE
1 30
12 PV examination (menstrual nodularities) + CA-125 [serum] (>35 IU/ml) for
endometrioma
1 26
13 PV examination (menstrual nodularities) OR CA-125 [serum] (>35 IU/ml) for
endometrioma
1 26
14 TVUS + CA-125 [serum] (≥25 U/ml) + CA-19.9 [serum] (≥12 U/ml) 1 118
15 TVUS + (CA-125 [serum] (≥25 U/ml) OR CA-19.9 [serum] (≥12 U/ml)) 1 118
16 TVUS + CA-19.9 [serum] (≥12 U/ml) 1 118
17 TVUS OR CA-19.9 [serum] (≥12 U/ml) 1 118
18 TVUS + CA-125 [serum] (≥20 U/ml) 1 101
19 TVUS OR CA-125 [serum] (≥20 U/ml) 1 101
20 TVUS + CA-125 [serum] (≥25 U/ml) 1 101
21 TVUS OR CA-125 [serum] (≥25 U/ml) 1 101
22 TVUS + CA-125 [serum] (≥35 U/ml) 1 101
23 TVUS OR CA-125 [serum] (≥35 U/ml) 1 101
24 PV examination + TVUS for POD obliteration 1 200
25 PV examination + TVUS for vaginal endometriosis 1 200
26 PV examination + TVUS for RVS endometriosis 1 200
27 PV examination + TVUS for rectal endometriosis 1 200
/uni00A0
/uni00A0
Test 1. /uni00A0 IL-6 (>15.4 pg/ml) [serum] + PGP 9.5 [endometrium].
/uni00A0
/uni00A0
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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/uni00A0
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Test 2. /uni00A0 CA-125 [serum] (>35 U/ml) + P450 aromatase [endometrium].
/uni00A0
/uni00A0
Test 3. /uni00A0 VDBP-Cr [urine] x CA-125 [serum] (>2755).
/uni00A0
/uni00A0
Test 4. /uni00A0 NNE_Cr [urine] + CA-125 [serum] (>27.23).
/uni00A0
/uni00A0
Test 5. /uni00A0 Hx (dysmenorrhoea, dyspareunia) + PV examination + TVUS (fixed ovary).
/uni00A0
/uni00A0
Test 6. /uni00A0 Hx (length of menses) + CA-125 [serum] (>35 U/ml) + leukocytes [endometrium].
/uni00A0
/uni00A0
Test 7. /uni00A0 Hx (parity, past IUD, past endometriosis, alcohol intake, dyspareunia) + CA-125 [serum].
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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/uni00A0
/uni00A0
Test 8. /uni00A0 PV examination (menstrual nodularities) + CA-125
[serum] (>35 IU/ml) for DIE, endometrioma or severe adhesions.
/uni00A0
/uni00A0
Test 9. /uni00A0 PV examination (menstrual nodularities) OR CA-125
[serum] (>35 IU/ml) for DIE, endometrioma or severe adhesions.
/uni00A0
/uni00A0
Test 10. /uni00A0 PV examination (menstrual nodularities) + CA-125 [serum] (>35 IU/ml) for DIE.
/uni00A0
/uni00A0
Test 11. /uni00A0 PV examination (menstrual nodularities) OR CA-125 [serum] (>35 IU/ml) for DIE.
/uni00A0
/uni00A0
Test 12. /uni00A0 PV examination (menstrual nodularities) + CA-125 [serum] (>35 IU/ml) for endometrioma.
/uni00A0
/uni00A0
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Test 13. /uni00A0 PV examination (menstrual nodularities) OR CA-125 [serum] (>35 IU/ml) for endometrioma.
/uni00A0
/uni00A0
Test 14. /uni00A0 TVUS + CA-125 [serum] (≥25 U/ml) + CA-19.9 [serum] (≥12 U/ml).
/uni00A0
/uni00A0
Test 15. /uni00A0 TVUS + (CA-125 [serum] (≥25 U/ml) OR CA-19.9 [serum] (≥12 U/ml)).
/uni00A0
/uni00A0
Test 16. /uni00A0 TVUS + CA-19.9 [serum] (≥12 U/ml).
/uni00A0
/uni00A0
Test 17. /uni00A0 TVUS OR CA-19.9 [serum] (≥12 U/ml).
/uni00A0
/uni00A0
Test 18. /uni00A0 TVUS + CA-125 [serum] (≥20 U/ml).
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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/uni00A0
/uni00A0
Test 19. /uni00A0 TVUS OR CA-125 [serum] (≥20 U/ml).
/uni00A0
/uni00A0
Test 20. /uni00A0 TVUS + CA-125 [serum] (≥25 U/ml).
/uni00A0
/uni00A0
Test 21. /uni00A0 TVUS OR CA-125 [serum] (≥25 U/ml).
/uni00A0
/uni00A0
Test 22. /uni00A0 TVUS + CA-125 [serum] (≥35 U/ml).
/uni00A0
/uni00A0
Test 23. /uni00A0 TVUS OR CA-125 [serum] (≥35 U/ml).
/uni00A0
/uni00A0
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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/uni00A0
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Test 24. /uni00A0 PV examination + TVUS for POD obliteration.
/uni00A0
/uni00A0
Test 25. /uni00A0 PV examination + TVUS for vaginal endometriosis.
/uni00A0
/uni00A0
Test 26. /uni00A0 PV examination + TVUS for RVS endometriosis.
/uni00A0
/uni00A0
Test 27. /uni00A0 PV examination + TVUS for rectal endometriosis.
/uni00A0
/uni00A0
A D D I T I O N A L /uni00A0 T A B L E S
/uni00A0
DepthLocation of
endometriosis
Extent
3 cm
Superficial 1 2 4Peritoneum
Deep 2 4 6
R Superficial 1 2 4
Deep 4 16 20
Ovary
L Superficial 1 2 4
Table 1. /uni00A0 Staging of endometriosis, rASRM classification/uni00A0
Combination of the non-invasive tests for the diagnosis of endometriosis (Review)
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Deep 4 16 20
Partial CompletePosterior Cul de sac Obliteration
4 40
Adhesions 2/3 Enclosure
R Filmy 1 2 4
Dense 4 8 16
L Filmy 1 2 4
Ovary
Dense 4 8 16
R Filmy 1 2 4
Dense 4* 8* 16
L Filmy 1 2 4
Tube
Dense 4* 8* 16
* If the fimbriated end of the fallopian tube is completely enclosed, change the point assignment to 16
American Society for Reproductive Medicine 1997
Table 1. /uni00A0 Staging of endometriosis, rASRM classification/uni00A0/uni00A0(Continued)
/uni00A0
/uni00A0
N Test
1 IL-6 (>15.4 pg/ml) [serum] + PGP 9.5 [endometrium]
2 CA-125 [serum] (>35 U/ml) + P450 aromatase [endometrium]
3 VDBP-Cr [urine] x CA-125 [serum] (>2755)
4 NNE_Cr [urine] + CA-125 [serum] (>27.23)
5 History (dysmenorrhoea, dyspareunia) + PV examination + TVUS (fixed ovary)
6 History (length of menses) + CA-125 [serum] (>35 U/ml) + leukocytes [endometrium]
7 History (parity, past IUD, past endometriosis, alcohol intake, dyspareunia) + CA-125 [serum]
8 PV examination (menstrual nodularities) + CA125 (>35 U/ml) [serum]
9 PV examination (menstrual nodularities) OR CA125 (>35 U/ml) [serum]
10 TVUS + CA-125 [serum] (≥25 U/ml) + CA-19.9 [serum] (≥12 U/ml)
11 TVUS + (CA-125 [serum] (≥25 U/ml) OR CA-19.9 [serum] (≥12 U/ml))
Table 2. /uni00A0 Combination of the non-invasive tests for endometriosis evaluated in this review/uni00A0
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12 TVUS + CA-19.9 [serum] (≥12 U/ml))
13 TVUS OR CA-19.9 [serum] (≥12 U/ml))
14 TVUS + CA-125 [serum] (≥20 U/ml; ≥25 U/ml; ≥35 U/ml)
15 PV examination + TVUS
Table 2. /uni00A0 Combination of the non-invasive tests for endometriosis evaluated in this review/uni00A0/uni00A0(Continued)
CA-125: cancer antigen; IL: interleukin; IUD: intrauterine device;NNE: non neuronal enolase;PV: per vaginam; TVUS: transvaginal
ultrasound; VDBP: vitamin-D-binding protein
/uni00A0
/uni00A0
Domain 1 - Patient selection
Description Describe methods of patient selection and included women
Type of bias assessed Selection bias, spectrum bias
Review Question Women of reproductive age with clinically suspected endometriosis (symptoms, clinical examina-
tion ± presence of pelvic mass), scheduled for surgical exploration of pelvic/abdominal cavity for
confirmation of the diagnosis ± treatment
Informaton collected Study objectives, study population, selection (inclusion/ exclusion criteria), study design, clinical
presentation, age, number of enrolled and number of available for analysis, setting, place and peri-
od of the study
Signalling question 1 Was a consecutive or random sample of patients enrolled?
Yes If a consecutive sample or a random sample of the eligible participants was included in the study
No If non-consecutive sample or non-random sample of the eligible participants was included in the
study
Unclear If this information was unclear
Signalling question 2 Did the study avoid inappropriate exclusions?
Yes If inclusion/exclusion criteria were presented and all women with suspected endometriosis were
included, with an exception for those who a) had a history of medical conditions or were on med-
ical therapy that would have potentially interfered with interpretation of index test (e.g. malig-
nancy, pregnancy, autoimmune disorders, infectious diseases, treatment with hormonal or im-
munomodulator substances); b) refused to participate in the study; or c) were unfit for surgery
No If the study excluded the participants based on education level, psychosocial factors, genetic test-
ing or phenotype or excluded participants with any co-morbidities commonly present in general
population, including a population that could have undergone a testing for endometriosis in clini-
cal setting (hypertension, asthma, obesity, benign gastro-intestinal or renal disease, etc)
Unclear If the study did not provide clear definition of the selection (inclusion/exclusion) criteria and 'no'
judgement was not applicable
Signalling question 3 Was a 'two-gate' design avoided?
Table 3. /uni00A0 Risk of bias and applicability judgments for the quality assessment of diagnostic accuracy studies
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Yes If the study had a single set of inclusion criteria, defined by the clinical presentation (i.e. only par-
ticipants in whom the target condition is suspected) - a ‘single-gate design’.
No If the study had more than one set of inclusion criteria in respect to clinical presentation (i.e. partic-
ipants suspected of target condition and participants with alternative diagnosis in whom the target
condition would not be suspected in clinical practice) - a 'two-gate' study design
Unclear If it was unclear whether a 'two-gate design' was avoided or not
Risk of bias Could the selection of patients have introduced bias?
High If 'no' classification for any of the above three questions
Low If 'yes' classification for all the above three questions
Unclear If 'unclear' classification for three of the above questions
Concerns about applicability Are there concerns that the included patients do not match the review question?
High If the study population differed from the population defined in the review question in terms of de-
mographic features and co-morbidity (e.g. studies with multiple sets of inclusion criteria with re-
spect to clinical presentation including either healthy controls or alternative diagnosis controls
that would not have undergone index test in real practice). Further, if target condition diagnosed
in the study population was not representative of the entire spectrum of disease, such as limited
spectrum of severity (e.g. only mild forms) or limited type of endometriosis (e.g. only DIE)
Low If the study includes only clinically relevant population that would have undergone index test in re-
al practice and includes representative form of target condition
Unclear If this information was unclear (e.g. severity of endometriosis was not reported)
Domain 2 - Index test
Description Describe the index test, how it was conducted and interpreted
Type of bias assessed Test review bias, clinical review bias, interobserver variation bias
Review Question Any type of test that combines several different testing modalities with and without clinical history
or examination
Informaton collected Index test name, description of positive case definition by index test as reported, threshold for pos-
itive result, examiners (number, level of expertise, blinding), interobserver variability, conflict of in-
terests
Signalling question 1 Were the index test results interpreted without knowledge of the results of the reference stan-
dard?
Yes If the operators performing/interpreting index test were unaware of the results of reference stan-
dard
No If the operators performing/interpreting index test were not blinded to the results of reference
standard
Unclear If this information was unclear
Table 3. /uni00A0 Risk of bias and applicability judgments for the quality assessment of diagnostic accuracy studies
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Signalling question 2 If a threshold was used, was it pre-specified? [only for the studies that included biomarker test-
ing]
Yes If study clearly provided a threshold for positive result and was defined before execution/interpre-
tation of index test
No If a threshold for positive result was not provided or not defined prior to test execution
Unclear If it was unclear whether a threshold was pre-specified or not
Signalling question 3 Was a menstrual cycle phase considered in interpreting the index test? [only for the studies that
included biomarker testing]
Yes If all the included participants were in the same phase of menstrual cycle or if the study reported
subgroup analyses per cycle phase or if study reported the pooled estimates after impact of the cy-
cle phase on biomarker expression was not detected
No If study included participants in different phases of menstrual cycle, but effect of cycle phase on in-
dex test was not assessed
Unclear If the cycle phase was not reported
Signalling question 4 Did the study provide a clear pre-specified definition of what was considered to be a “positive”
Result
of index test? [only for the studies that included imaging modalities]
Yes If study provided clear definition of positive findings and this was defined before execution/inter-
pretation of index test
No If definition of the positive result was not provided or if study described the findings derived from
the index test and not defined prior to its execution
Unclear If it was unclear whether the criteria were pre-specified or not
Signalling question 5 Was the index test performed by a single operator or interpreted by consensus in a joint session?
[only for the studies that included imaging modalities]
Yes If test was performed/interpreted either by single operator or interpreted after collegial discussion
of the case
No If test was performed/interpreted by various operators in different participants
Unclear If this information was unclear
Signalling question 6 Were the same clinical data available when the index test results were interpreted as would be
available when the test is used in practice? [only for the studies that included imaging modali-
ties]
Yes If operators performing/interpreting the test were aware of suspected endometriosis or of the clin-
ical history, but were not aware of the results of other imaging tests or of previous diagnosis of en-
dometriosis, including the results of previous surgeries
No If operators performing/interpreting the test were informed on previously or recently surgically di-
agnosed endometriosis or were not blinded to the results of other imaging tests or tests raising sus-
picion for endometriosis
Unclear If this information was unclear
Table 3. /uni00A0 Risk of bias and applicability judgments for the quality assessment of diagnostic accuracy studies
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Risk of bias Could the conduct or interpretation of the index test have introduced bias?
High If 'no' classification for any of the first three questions [for the studies that included biomarker test-
ing] or if 'no' classification for any of the following: signalling questions 1, 4, 5, 6 [for studies that in-
cluded imaging modalities]
Low If 'yes' classification for all the relevant questions: signalling questions 1 - 3 [for the studies that
included biomarker testing] or signalling questions 1, 4, 5, 6 [for studies that included imaging
modalities]
Unclear If 'unclear' classification for any of the relevant questions
Concerns about applicability Are there concerns that the index test, its conduct, or interpretation differ from the review
question?
High We did not consider the studies where index tests other than combinations of different testing
modalities were included or where index test looked at other target conditions not specified in the
review (e.g. studies aimed at classifying pelvic masses as benign and malignant), therefore none of
the included studies was classified as 'high concern'
Low We considered all types of combinations of different testing modalities as eligible, therefore all the
included studies were classified as 'low concern', unless 'unclear' judgement was applicable
Unclear If study reported, but did not present sufficient information on any of the following: laboratory
method, sample handling, reagents used, radiological protocol or equipment (where applicable),
experience of the test operators
Domain 3 - Reference standard
Description Describe the reference standard, how it was conducted and interpreted
Type of bias assessed Verification bias, bias in estimation of diagnostic accuracy due to inadequate reference standard
Review Question Target condition - pelvic endometriosis, ovarian endometriosis, DIE. Reference standard - visuali-
sation of endometriosis at surgery (laparoscopy or laparotomy) with or without histological confir-
mation
Informaton collected Target condition, prevalence of target condition in the sample, reference standard, description of
positive case definition by reference test as reported, examiners (number, level of expertise, blind-
ing)
Signalling question 1 Is the reference standards likely to correctly classify the target condition?
Yes If the study reported at least one of the following: surgical procedure was described in sufficient
details or criteria for positive reference standard were stated or diagnosis was confirmed by
histopathology or the procedure was performed by the team with high level of expertise in diagno-
sis/surgical treatment of target condition, including tertiary referral centres for endometriosis
No If reference standard did not classify target condition correctly; considering the inclusion criteria
and a nature of the reference standard, none of the studies were classified as 'no' for this item
Unclear If information on execution of the reference standard, its interpretation or operators was unclear
Signalling question 2 Were the reference standard results interpreted without knowledge of the results of the index
tests?
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Yes If operators performing the reference test were unaware of the results of index test
No If operators performing the reference test were aware of the results of index test
Unclear If this information was unclear
Risk of bias Could the reference standard, its conduct, or its interpretation have introduced bias?
High If 'no' classification for any of the above two questions
Low If 'yes' classification for all the above two questions The Robinson Institute, University of Adelaide
Unclear If 'unclear' classification for any of the above two questions and 'high risk' judgement was not ap-
plicable
Concerns about applicability Are there concerns that the target condition as defined by the reference standard does not
match the question?
High We excluded the studies where participants did not undergo surgery for diagnosis of endometrio-
sis, therefore none of the included studies were classified as 'high concern'
Low Considering the inclusion criteria, all the studies were classified as 'low concern', therefore all the
included studies were classified as 'low concern', unless 'unclear' judgement was applicable
Unclear Only studies were laparoscopy/ laparotomy served as a reference test were included; therefore
none of the included studies was classified as 'unclear concern'
Domain 4 - Flow and timing
Description Describe any participants who did not receive the index tests or reference standard or who were ex-
cluded from the 2 x 2 table, describe the interval and any interventions between index tests and the
Reference
standard
Type of bias assessed Disease progression bias, bias of diagnostic performance due to missing data
Review Question Less than 12 months interval between index test and reference standard - endometriosis may
progress over the time, so we had chosen an arbitrary time interval of '12' months as an acceptable
time interval between the index test and surgical confirmation of diagnosis
Informaton collected Time interval between index test and reference standard, withdrawals (overall number of reported
and if were explained)
Signalling question 1 Was there an appropriate interval between index test (sample collection) and reference stan-
dard?
Yes If time interval was reported and was less than 12 months
No We excluded all the studies where time interval was longer than 12 months, therefore none of the
included studies were classified as 'no' for this item
Unclear if time interval was not stated clearly, but authors description allowed to assume that the interval
was reasonably short
Signalling question 2 Did all patients receive the same reference standard?
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Yes If all participants underwent laparoscopy/laparotomy as a reference standard. Considering the in-
clusion criteria, all the studies were classified as 'yes' for this item, as anticipated
No If all participants did not undergo surgery or had alternative reference standard or if only a subset
of participants had surgery as reference standard, but the information on this population was not
available in isolation
Unclear If this information was unclear. Considering the inclusion criteria, none of the included studies
were classified as 'unclear' for this item
Signalling question 3 Were all patients included in the analysis?
Yes If all the participants were included in the analysis or if the participants were excluded because
they did not meet inclusion criteria prior to execution of index test or if the withdrawals were less
than 5% of the enrolled population (arbitrary selected cut-off)
No If any participants were excluded from the analysis because of un interpretable results, inability to
undergo either index test or reference standard or unclear reasons
Unclear If this information was unclear
Risk of bias Could the patient flow have introduced bias?
High If 'no' classification for any of the above three questions
Low If 'yes' classification for all the above three questions
Unclear If 'unclear' classification for any of the above three questions and 'high risk' judgement was not ap-
plicable
Table 3. /uni00A0 Risk of bias and applicability judgments for the quality assessment of diagnostic accuracy studies
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A P P E N D I C E S
Appendix 1. Biomarkers search strategy for CENTRAL (OVID platform)
Database: EBM Reviews - Cochrane Central Register of Controlled Trials
1 (biomarker$ or marker$).tw. (23692)
2 Laboratory Test$.tw. (2793)
3 growth factor$.tw. (5448)
4 scatter factor$.tw. (8)
5 cytokine$.tw. (6264)
6 hepatocyte growth factor.tw. (111)
7 (FGF or fibroblast growth factor$).tw. (433)
8 (PDGF or platelet derived growth factor$).tw. (250)
9 (EGF or epidermal growth factor$).tw. (1077)
10 (IGF-I or insulin-like growth factor$ or IGF1).tw. (2132)
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11 (TGF-a or transforming growth factor alfa or TGFa).tw. (519)
12 (TGF-b or transforming growth factor beta or TGFb).tw. (236)
13 (EGFR or epidermal growth factor receptor$).tw. (1905)
14 (VEGF or vascular endothelial growth factor$).tw. (1532)
15 exp Luteinizing Hormone/bl [Blood] (151)
16 leptin$.tw. (1399)
17 exp Progesterone/bl [Blood] (58)
18 Proteolytic enzyme$.tw. (136)
19 exp matrix metalloproteinase 1/ or exp matrix metalloproteinase 2/ or exp matrix metalloproteinase 3/ or exp matrix metalloproteinase
9/ (292)
20 matrix metalloproteinase$.tw. (676)
21 MMP$.tw. (905)
22 TIMP$.tw. (229)
23 exp "tissue inhibitor of metalloproteinase-1"/ or exp "tissue inhibitor of metalloproteinase-2"/ (101)
24 exp Glycoproteins/ (10108)
25 (Ca-125 or Ca125 or cancer antigen 125).tw. (305)
26 (Ca-19-9 or Ca19-9 or cancer antigen 19-9).tw. (71)
27 (PP 14 or PP14).tw. (23)
28 serum placental protein$.tw. (6)
29 exp Follistatin/ (13)
30 Osteopontin$.tw. (80)
31 exp intercellular adhesion molecule-1/ or exp selectins/ (929)
32 soluble intercellular adhesion.tw. (256)
33 Soluble adhesion molecule$.tw. (89)
34 sICAM.tw. (319)
35 sVCAM$.tw. (223)
36 (sEcadherin or soluble E-cadherin).tw. (4)
37 (sEselectin or soluble E-selectin).tw. (99)
38 exp t-lymphocytes/ or exp natural killer t-cells/ (2645)
39 Immune cells alteration$.tw. (1)
40 (T helper$ or T supressor$ or T helper$ T supressor$ ratio).tw. (445)
41 Total complement level$.tw. (0)
42 Autoantibodies.tw. (428)
43 exp Antibodies, Antiphospholipid/ (85)
44 Anti-endometrial.tw. (0)
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45 Antiphospholipid$.tw. (152)
46 exp hla antigens/ or exp hla-a1 antigen/ or exp hla-a2 antigen/ (563)
47 (HLA or human leucocyte antigen$).tw. (1724)
48 Anti-laminin-1.tw. (0)
49 Anti-thyroid.tw. (49)
50 Anti-Thomsen Friedenreich antigen$.tw. (0)
51 Anti-transferrin.tw. (0)
52 Anti-LDL.tw. (3)
53 (Anti-2HSG or Heremans-Schmidt glycoprotein).tw. (0)
54 interleukin$.tw. (7276)
55 (MCP-I or monocyte chemoattractant protein-I).tw. (0)
56 (MIF or migration inhibitory factor$).tw. (75)
57 (TNF-a or tumour necrosis factor$ alfa).tw. (3923)
58 Fas ligand$.tw. (47)
59 Endometrial marker$.tw. (2)
60 CAMs.tw. (53)
61 cell adhesion molecule$.tw. (568)
62 exp Integrins/ (781)
63 Integrin$.tw. (248)
64 Selectin$.tw. (2183)
65 Cadherin$.tw. (71)
66 Aromatase P450.tw. (3)
67 estrogen receptor$.tw. (1252)
68 progesterone receptor$.tw. (531)
69 MTMMP$.tw. (0)
70 cyr61.tw. (1)
71 exp Cysteine-Rich Protein 61/ (1)
72 cysteine-rich heparin-binding protein$.tw. (0)
73 (ANXA 1 or ANXA1).tw. (3)
74 (Annexin 1 or Annexin1).tw. (2)
75 (PGP 9?5 or PGP9?5 or protein gene product$).tw. (18)
76 serum marker$.tw. (411)
77 neural marker$.tw. (9)
78 cell surface marker$.tw. (46)
79 inflammatory marker$.tw. (1739)
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80 microarray$.tw. (501)
81 microRNA$.tw. (103)
82 proteomic$.tw. (176)
83 genomic$.tw. (526)
84 (endometri$ adj2 biops$).tw. (464)
85 Follistatin$.tw. (26)
86 Vascular Endothelial Growth Factor A/ (560)
87 Vitamin D-Binding Protein/ (18)
88 exp Cytokines/ (13960)
89 exp interleukins/ or exp interleukin-1/ or exp interleukin-6/ or exp interleukin-8/ or exp interleukin-12/ or exp interleukin-13/ (4413)
90 exp Epidermal Growth Factor/ (91)
91 exp Fibroblast Growth Factors/ (197)
92 Platelet-Derived Growth Factor/ (99)
93 Keratin-19/ (19)
94 exp Clinical Laboratory Techniques/ (35164)
95 (Luteinizing Hormone$ or LH).tw. (2935)
96 cytokeratin-19.tw. (25)
97 (VDBP or vitamin D-binding protein$).tw. (44)
98 urinary peptide$.tw. (8)
99 VDBP-Cr.tw. (0)
100 urinary VDBP corrected for creatinine expression.tw. (0)
101 urinary marker$.tw. (67)
102 or/1-101 (90390)
103 Endometriosis/di [Diagnosis] (6)
104 102 or 103 (90394)
105 exp Endometriosis/ (469)
106 Endometrio$.tw. (1026)
107 105 or 106 (1067)
108 104 and 107 (226)
109 (animals not (humans and animals)).sh. (1)
110 108 not 109 (226)
Appendix 2. Biomarkers search strategy for MEDLINE (OVID platform)
Database: MEDLINE (Ovid)
1 (biomarker$ or marker$).tw. (605002)
2 Laboratory Test$.tw. (29839)
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3 growth factor$.tw. (272049)
4 scatter factor$.tw. (1287)
5 cytokine$.tw. (250618)
6 hepatocyte growth factor.tw. (8053)
7 (FGF or fibroblast growth factor$).tw. (31798)
8 (PDGF or platelet derived growth factor$).tw. (19864)
9 (EGF or epidermal growth factor$).tw. (58069)
10 (IGF-I or insulin-like growth factor$ or IGF1).tw. (43539)
11 (TGF-a or transforming growth factor alfa or TGFa).tw. (281)
12 (TGF-b or transforming growth factor beta or TGFb).tw. (28842)
13 (EGFR or epidermal growth factor receptor$).tw. (41719)
14 (VEGF or vascular endothelial growth factor$).tw. (53588)
15 exp Luteinizing Hormone/bl [Blood] (24587)
16 leptin$.tw. (24994)
17 exp Progesterone/bl [Blood] (18412)
18 Proteolytic enzyme$.tw. (9768)
19 exp matrix metalloproteinase 1/ or exp matrix metalloproteinase 2/ or exp matrix metalloproteinase 3/ or exp matrix metalloproteinase
9/ (22968)
20 matrix metalloproteinase$.tw. (34522)
21 MMP$.tw. (44439)
22 TIMP$.tw. (10777)
23 exp "tissue inhibitor of metalloproteinase-1"/ or exp "tissue inhibitor of metalloproteinase-2"/ (6146)
24 exp Glycoproteins/ (637149)
25 (Ca-125 or Ca125 or cancer antigen 125).tw. (6761)
26 (Ca-19-9 or Ca19-9 or cancer antigen 19-9).tw. (4194)
27 (PP 14 or PP14).tw. (229)
28 serum placental protein$.tw. (33)
29 exp Follistatin/ (1134)
30 Osteopontin$.tw. (6769)
31 exp intercellular adhesion molecule-1/ or exp selectins/ (25302)
32 soluble intercellular adhesion.tw. (1588)
33 Soluble adhesion molecule$.tw. (779)
34 sICAM.tw. (2258)
35 sVCAM$.tw. (1277)
36 (sEcadherin or soluble E-cadherin).tw. (95)
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37 (sEselectin or soluble E-selectin).tw. (689)
38 exp t-lymphocytes/ or exp natural killer t-cells/ (272580)
39 Immune cells alteration$.tw. (1)
40 (T helper$ or T supressor$ or T helper$ T supressor$ ratio).tw. (21275)
41 Total complement level$.tw. (23)
42 Autoantibodies.tw. (33457)
43 exp Antibodies, Antiphospholipid/ (7522)
44 Anti-endometrial.tw. (23)
45 Antiphospholipid$.tw. (9974)
46 exp hla antigens/ or exp hla-a1 antigen/ or exp hla-a2 antigen/ (64462)
47 (HLA or human leucocyte antigen$).tw. (80501)
48 Anti-laminin-1.tw. (33)
49 Anti-thyroid.tw. (1414)
50 Anti-Thomsen Friedenreich antigen$.tw. (6)
51 Anti-transferrin.tw. (275)
52 Anti-LDL.tw. (181)
53 (Anti-2HSG or Heremans-Schmidt glycoprotein).tw. (3)
54 interleukin$.tw. (175195)
55 (MCP-I or monocyte chemoattractant protein-I).tw. (44)
56 (MIF or migration inhibitory factor$).tw. (4479)
57 (TNF-a or tumour necrosis factor$ alfa).tw. (1344)
58 Fas ligand$.tw. (6032)
59 Endometrial marker$.tw. (11)
60 CAMs.tw. (1756)
61 cell adhesion molecule$.tw. (20903)
62 exp Integrins/ (44414)
63 Integrin$.tw. (39960)
64 Selectin$.tw. (55426)
65 Cadherin$.tw. (20780)
66 Aromatase P450.tw. (180)
67 estrogen receptor$.tw. (38819)
68 progesterone receptor$.tw. (16623)
69 MTMMP$.tw. (7)
70 cyr61.tw. (559)
71 exp Cysteine-Rich Protein 61/ (386)
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72 cysteine-rich heparin-binding protein$.tw. (9)
73 (ANXA 1 or ANXA1).tw. (313)
74 (Annexin 1 or Annexin1).tw. (339)
75 (PGP 9?5 or PGP9?5 or protein gene product$).tw. (2096)
76 serum marker$.tw. (5429)
77 neural marker$.tw. (925)
78 cell surface marker$.tw. (4456)
79 inflammatory marker$.tw. (10916)
80 microarray$.tw. (75404)
81 microRNA$.tw. (29731)
82 proteomic$.tw. (45292)
83 genomic$.tw. (190985)
84 (endometri$ adj2 biops$).tw. (3411)
85 Follistatin$.tw. (1663)
86 Vascular Endothelial Growth Factor A/ (35738)
87 Vitamin D-Binding Protein/ (1282)
88 exp Cytokines/ (547522)
89 exp interleukins/ or exp interleukin-1/ or exp interleukin-6/ or exp interleukin-8/ or exp interleukin-12/ or exp interleukin-13/ (188479)
90 exp Epidermal Growth Factor/ (21298)
91 exp Fibroblast Growth Factors/ (25075)
92 Platelet-Derived Growth Factor/ (11030)
93 Keratin-19/ (1090)
94 exp Clinical Laboratory Techniques/ (2132820)
95 (Luteinizing Hormone$ or LH).tw. (56679)
96 cytokeratin-19.tw. (1469)
97 (VDBP or vitamin D-binding protein$).tw. (1158)
98 urinary peptide$.tw. (137)
99 VDBP-Cr.tw. (1)
100 urinary VDBP corrected for creatinine expression.tw. (1)
101 urinary marker$.tw. (638)
102 or/1-101 (4086291)
103 Endometriosis/di [Diagnosis] (3354)
104 102 or 103 (4088946)
105 exp Endometriosis/ (17244)
106 Endometrio$.tw. (21492)
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107 105 or 106 (24940)
108 104 and 107 (10490)
109 (animals not (humans and animals)).sh. (3892900)
110 108 not 109 (10113)
Additional search February 2015 - May 2015
Ovid MEDLINE(R) In-Process & Other Non-Indexed Citations, Ovid MEDLINE(R) Daily and Ovid MEDLINE(R)
1 (biomarker$ or marker$).tw. (652345)
2 Laboratory Test$.tw. (31389)
3 growth factor$.tw. (287701)
4 scatter factor$.tw. (1326)
5 cytokine$.tw. (267766)
6 hepatocyte growth factor.tw. (8585)
7 (FGF or fibroblast growth factor$).tw. (33674)
8 (PDGF or platelet derived growth factor$).tw. (20842)
9 (EGF or epidermal growth factor$).tw. (61625)
10 (IGF-I or insulin-like growth factor$ or IGF1).tw. (45386)
11 (TGF-a or transforming growth factor alfa or TGFa).tw. (306)
12 (TGF-b or transforming growth factor beta or TGFb).tw. (30559)
13 (EGFR or epidermal growth factor receptor$).tw. (46446)
14 (VEGF or vascular endothelial growth factor$).tw. (58203)
15 exp Luteinizing Hormone/bl [Blood] (24870)
16 leptin$.tw. (26783)
17 exp Progesterone/bl [Blood] (18699)
18 Proteolytic enzyme$.tw. (9992)
19 exp matrix metalloproteinase 1/ or exp matrix metalloproteinase 2/ or exp matrix metalloproteinase 3/ or exp matrix metalloproteinase
9/ (24504)
20 matrix metalloproteinase$.tw. (37055)
21 MMP$.tw. (47849)
22 TIMP$.tw. (11419)
23 exp "tissue inhibitor of metalloproteinase-1"/ or exp "tissue inhibitor of metalloproteinase-2"/ (6447)
24 exp Glycoproteins/ (662211)
25 (Ca-125 or Ca125 or cancer antigen 125).tw. (7058)
26 (Ca-19-9 or Ca19-9 or cancer antigen 19-9).tw. (4399)
27 (PP 14 or PP14).tw. (232)
28 serum placental protein$.tw. (34)
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29 exp Follistatin/ (1180)
30 Osteopontin$.tw. (7267)
31 exp intercellular adhesion molecule-1/ or exp selectins/ (26225)
32 soluble intercellular adhesion.tw. (1663)
33 Soluble adhesion molecule$.tw. (795)
34 sICAM.tw. (2374)
35 sVCAM$.tw. (1360)
36 (sEcadherin or soluble E-cadherin).tw. (97)
37 (sEselectin or soluble E-selectin).tw. (713)
38 exp t-lymphocytes/ or exp natural killer t-cells/ (284378)
39 Immune cells alteration$.tw. (1)
40 (T helper$ or T supressor$ or T helper$ T supressor$ ratio).tw. (22494)
41 Total complement level$.tw. (24)
42 Autoantibodies.tw. (35161)
43 exp Antibodies, Antiphospholipid/ (7759)
44 Anti-endometrial.tw. (22)
45 Antiphospholipid$.tw. (10351)
46 exp hla antigens/ or exp hla-a1 antigen/ or exp hla-a2 antigen/ (66724)
47 (HLA or human leucocyte antigen$).tw. (83856)
48 Anti-laminin-1.tw. (33)
49 Anti-thyroid.tw. (1478)
50 Anti-Thomsen Friedenreich antigen$.tw. (8)
51 Anti-transferrin.tw. (284)
52 Anti-LDL.tw. (183)
53 (Anti-2HSG or Heremans-Schmidt glycoprotein).tw. (3)
54 interleukin$.tw. (184697)
55 (MCP-I or monocyte chemoattractant protein-I).tw. (46)
56 (MIF or migration inhibitory factor$).tw. (4718)
57 (TNF-a or tumour necrosis factor$ alfa).tw. (1428)
58 Fas ligand$.tw. (6204)
59 Endometrial marker$.tw. (11)
60 CAMs.tw. (1823)
61 cell adhesion molecule$.tw. (22033)
62 exp Integrins/ (46487)
63 Integrin$.tw. (42447)
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64 Selectin$.tw. (58540)
65 Cadherin$.tw. (22688)
66 Aromatase P450.tw. (182)
67 estrogen receptor$.tw. (41210)
68 progesterone receptor$.tw. (17437)
69 MTMMP$.tw. (7)
70 cyr61.tw. (620)
71 exp Cysteine-Rich Protein 61/ (425)
72 cysteine-rich heparin-binding protein$.tw. (9)
73 (ANXA 1 or ANXA1).tw. (355)
74 (Annexin 1 or Annexin1).tw. (358)
75 (PGP 9?5 or PGP9?5 or protein gene product$).tw. (2190)
76 serum marker$.tw. (5721)
77 neural marker$.tw. (1026)
78 cell surface marker$.tw. (4751)
79 inflammatory marker$.tw. (12244)
80 microarray$.tw. (81764)
81 microRNA$.tw. (35967)
82 proteomic$.tw. (49911)
83 genomic$.tw. (205064)
84 (endometri$ adj2 biops$).tw. (3518)
85 Follistatin$.tw. (1762)
86 Vascular Endothelial Growth Factor A/ (38477)
87 Vitamin D-Binding Protein/ (1356)
88 exp Cytokines/ (575020)
89 exp interleukins/ or exp interleukin-1/ or exp interleukin-6/ or exp interleukin-8/ or exp interleukin-12/ or exp interleukin-13/ (197567)
90 exp Epidermal Growth Factor/ (21875)
91 exp Fibroblast Growth Factors/ (26259)
92 Platelet-Derived Growth Factor/ (11355)
93 Keratin-19/ (1179)
94 exp Clinical Laboratory Techniques/ (2203416)
95 (Luteinizing Hormone$ or LH).tw. (57796)
96 cytokeratin-19.tw. (1538)
97 (VDBP or vitamin D-binding protein$).tw. (1262)
98 urinary peptide$.tw. (148)
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99 VDBP-Cr.tw. (1)
100 urinary VDBP corrected for creatinine expression.tw. (1)
101 urinary marker$.tw. (679)
102 or/1-101 (4283825)
103 Endometriosis/di [Diagnosis] (3449)
104 102 or 103 (4286552)
105 exp Endometriosis/ (17833)
106 Endometrio$.tw. (22478)
107 105 or 106 (26003)
108 104 and 107 (10936)
109 (animals not (humans and animals)).sh. (4004321)
110 108 not 109 (10539)
111 (201501$ or 201502$ or 201503$ or 201504$).ed. (322721)
112 110 and 111 (215)
Appendix 3. Biomarkers search strategy for EMBASE (OVID platform)
Database: EMBASE (Ovid)
1 Laboratory Test$.tw. (41662)
2 growth factor$.tw. (318593)
3 scatter factor$.tw. (1388)
4 cytokine$.tw. (322134)
5 hepatocyte growth factor.tw. (9594)
6 (FGF or fibroblast growth factor$).tw. (37191)
7 (PDGF or platelet derived growth factor$).tw. (23530)
8 (EGF or epidermal growth factor$).tw. (69553)
9 (IGF-I or insulin-like growth factor$ or IGF1).tw. (49806)
10 (TGF-a or transforming growth factor alfa or TGFa).tw. (542)
11 (TGF-b or transforming growth factor beta or TGFb).tw. (30820)
12 (EGFR or epidermal growth factor receptor$).tw. (64664)
13 (VEGF or vascular endothelial growth factor$).tw. (73191)
14 exp luteinizing hormone/ec [Endogenous Compound] (21924)
15 leptin$.tw. (32576)
16 exp progesterone blood level/ or exp progesterone urine level/ (6285)
17 Proteolytic enzyme$.tw. (9643)
18 exp matrix metalloproteinase/ (19364)
19 matrix metalloproteinase$.tw. (41445)
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20 MMP$.tw. (58466)
21 TIMP$.tw. (14174)
22 exp "tissue inhibitor of metalloproteinase 2"/ (4824)
23 exp "tissue inhibitor of metalloproteinase 1"/ (8779)
24 exp glycoprotein/ec [Endogenous Compound] (246077)
25 (Ca-125 or Ca125 or cancer antigen 125).tw. (9536)
26 (Ca-19-9 or Ca19-9 or cancer antigen 19-9).tw. (6054)
27 (PP 14 or PP14).tw. (244)
28 serum placental protein$.tw. (43)
29 exp follistatin/ (2148)
30 Osteopontin$.tw. (8475)
31 exp intercellular adhesion molecule 1/ (32066)
32 exp selectin/ (3082)
33 soluble intercellular adhesion.tw. (1788)
34 Soluble adhesion molecule$.tw. (919)
35 sICAM.tw. (2888)
36 sVCAM$.tw. (1793)
37 (sEcadherin or soluble E-cadherin).tw. (120)
38 (sEselectin or soluble E-selectin).tw. (822)
39 exp T lymphocyte/ (374675)
40 exp natural killer T cell/ (5800)
41 Immune cells alteration$.tw. (6)
42 (T helper$ or T supressor$ or T helper$ T supressor$ ratio).tw. (24786)
43 Total complement level$.tw. (20)
44 Autoantibodies.tw. (42037)
45 exp phospholipid antibody/ (9920)
46 Anti-endometrial.tw. (23)
47 Antiphospholipid$.tw. (13777)
48 exp HLA antigen/ (81011)
49 exp HLA A1 antigen/ (597)
50 exp HLA A2 antigen/ (3288)
51 (HLA or human leucocyte antigen$).tw. (104497)
52 Anti-laminin-1.tw. (43)
53 Anti-thyroid.tw. (1873)
54 Anti-Thomsen Friedenreich antigen$.tw. (5)
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55 Anti-transferrin.tw. (290)
56 Anti-LDL.tw. (186)
57 (Anti-2HSG or Heremans-Schmidt glycoprotein).tw. (4)
58 interleukin$.tw. (199692)
59 (MCP-I or monocyte chemoattractant protein-I).tw. (112)
60 (MIF or migration inhibitory factor$).tw. (5063)
61 (TNF-a or tumour necrosis factor$ alfa).tw. (5998)
62 Fas ligand$.tw. (6708)
63 Endometrial marker$.tw. (18)
64 CAMs.tw. (2100)
65 cell adhesion molecule$.tw. (24039)
66 exp integrin/ (29036)
67 Integrin$.tw. (48293)
68 Selectin$.tw. (67300)
69 Cadherin$.tw. (27150)
70 Aromatase P450.tw. (202)
71 estrogen receptor$.tw. (46656)
72 progesterone receptor$.tw. (19861)
73 MTMMP$.tw. (15)
74 cyr61.tw. (755)
75 exp cysteine rich protein 61/ (753)
76 cysteine-rich heparin-binding protein$.tw. (12)
77 (ANXA 1 or ANXA1).tw. (452)
78 (Annexin 1 or Annexin1).tw. (425)
79 (PGP 9?5 or PGP9?5 or protein gene product$).tw. (2620)
80 serum marker$.tw. (7720)
81 neural marker$.tw. (1119)
82 cell surface marker$.tw. (5851)
83 inflammatory marker$.tw. (17339)
84 microarray$.tw. (101846)
85 microRNA$.tw. (40082)
86 proteomic$.tw. (55191)
87 genomic$.tw. (217184)
88 (endometri$ adj2 biops$).tw. (4369)
89 Follistatin$.tw. (1945)
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90 exp vasculotropin/ (69810)
91 Vascular Endothelial Growth Factor A.tw. (2275)
92 exp vitamin D binding protein/ (2064)
93 exp cytokine/ (1034772)
94 exp interleukin derivative/ (2790)
95 exp interleukin 1/ (48499)
96 exp interleukin 6/ (136328)
97 exp interleukin 8/ (48884)
98 exp interleukin 12/ (31842)
99 exp interleukin 13/ (13584)
100 exp epidermal growth factor/ (32130)
101 exp fibroblast growth factor/ (13858)
102 cytokeratin 19/ (3601)
103 platelet derived growth factor/ (18930)
104 cytokeratin-19.tw. (1918)
105 (VDBP or vitamin D-binding protein$).tw. (1413)
106 urinary peptide$.tw. (174)
107 VDBP-Cr.tw. (1)
108 urinary VDBP corrected for creatinine expression.tw. (1)
109 urinary marker$.tw. (830)
110 exp blood analysis/ (118854)
111 exp endometrium biopsy/ (4988)
112 exp urinalysis/ or exp biological marker/ (210153)
113 (biomarker or biomarkers).tw. (159748)
114 or/1-113 (2734501)
115 endometriosis/di [Diagnosis] (4979)
116 114 or 115 (2738583)
117 exp endometriosis/ (25923)
118 Endometriosis.tw. (22110)
119 117 or 118 (27911)
120 116 and 119 (10326)
121 Animal/ not Human/ (1204497)
122 120 not 121 (10279)
Additional search February 2015 - May 2015
Embase
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1 Laboratory Test$.tw. (44290)
2 growth factor$.tw. (335543)
3 scatter factor$.tw. (1407)
4 cytokine$.tw. (343623)
5 hepatocyte growth factor.tw. (10104)
6 (FGF or fibroblast growth factor$).tw. (39159)
7 (PDGF or platelet derived growth factor$).tw. (24591)
8 (EGF or epidermal growth factor$).tw. (73599)
9 (IGF-I or insulin-like growth factor$ or IGF1).tw. (51838)
10 (TGF-a or transforming growth factor alfa or TGFa).tw. (583)
11 (TGF-b or transforming growth factor beta or TGFb).tw. (32580)
12 (EGFR or epidermal growth factor receptor$).tw. (71526)
13 (VEGF or vascular endothelial growth factor$).tw. (79087)
14 exp luteinizing hormone/ec [Endogenous Compound] (22767)
15 leptin$.tw. (34921)
16 exp progesterone blood level/ or exp progesterone urine level/ (6534)
17 Proteolytic enzyme$.tw. (9903)
18 exp matrix metalloproteinase/ (20462)
19 matrix metalloproteinase$.tw. (44380)
20 MMP$.tw. (63208)
21 TIMP$.tw. (15146)
22 exp "tissue inhibitor of metalloproteinase 2"/ (5136)
23 exp "tissue inhibitor of metalloproteinase 1"/ (9381)
24 exp glycoprotein/ec [Endogenous Compound] (260024)
25 (Ca-125 or Ca125 or cancer antigen 125).tw. (10051)
26 (Ca-19-9 or Ca19-9 or cancer antigen 19-9).tw. (6446)
27 (PP 14 or PP14).tw. (243)
28 serum placental protein$.tw. (44)
29 exp follistatin/ (2283)
30 Osteopontin$.tw. (9173)
31 exp intercellular adhesion molecule 1/ (33492)
32 exp selectin/ (3217)
33 soluble intercellular adhesion.tw. (1865)
34 Soluble adhesion molecule$.tw. (944)
35 sICAM.tw. (3049)
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36 sVCAM$.tw. (1924)
37 (sEcadherin or soluble E-cadherin).tw. (125)
38 (sEselectin or soluble E-selectin).tw. (861)
39 exp T lymphocyte/ (394405)
40 exp natural killer T cell/ (6310)
41 Immune cells alteration$.tw. (6)
42 (T helper$ or T supressor$ or T helper$ T supressor$ ratio).tw. (26082)
43 Total complement level$.tw. (20)
44 Autoantibodies.tw. (44153)
45 exp phospholipid antibody/ (10362)
46 Anti-endometrial.tw. (25)
47 Antiphospholipid$.tw. (14399)
48 exp HLA antigen/ (83748)
49 exp HLA A1 antigen/ (622)
50 exp HLA A2 antigen/ (3409)
51 (HLA or human leucocyte antigen$).tw. (109332)
52 Anti-laminin-1.tw. (43)
53 Anti-thyroid.tw. (2059)
54 Anti-Thomsen Friedenreich antigen$.tw. (7)
55 Anti-transferrin.tw. (297)
56 Anti-LDL.tw. (191)
57 (Anti-2HSG or Heremans-Schmidt glycoprotein).tw. (4)
58 interleukin$.tw. (210083)
59 (MCP-I or monocyte chemoattractant protein-I).tw. (114)
60 (MIF or migration inhibitory factor$).tw. (5342)
61 (TNF-a or tumour necrosis factor$ alfa).tw. (6488)
62 Fas ligand$.tw. (6895)
63 Endometrial marker$.tw. (18)
64 CAMs.tw. (2198)
65 cell adhesion molecule$.tw. (25207)
66 exp integrin/ (30330)
67 Integrin$.tw. (50938)
68 Selectin$.tw. (71624)
69 Cadherin$.tw. (29496)
70 Aromatase P450.tw. (207)
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71 estrogen receptor$.tw. (49530)
72 progesterone receptor$.tw. (21068)
73 MTMMP$.tw. (16)
74 cyr61.tw. (822)
75 exp cysteine rich protein 61/ (829)
76 cysteine-rich heparin-binding protein$.tw. (12)
77 (ANXA 1 or ANXA1).tw. (500)
78 (Annexin 1 or Annexin1).tw. (440)
79 (PGP 9?5 or PGP9?5 or protein gene product$).tw. (2760)
80 serum marker$.tw. (8158)
81 neural marker$.tw. (1234)
82 cell surface marker$.tw. (6222)
83 inflammatory marker$.tw. (19492)
84 microarray$.tw. (110181)
85 microRNA$.tw. (47554)
86 proteomic$.tw. (60599)
87 genomic$.tw. (233444)
88 (endometri$ adj2 biops$).tw. (4589)
89 Follistatin$.tw. (2081)
90 exp vasculotropin/ (74115)
91 Vascular Endothelial Growth Factor A.tw. (2526)
92 exp vitamin D binding protein/ (2196)
93 exp cytokine/ (1094317)
94 exp interleukin derivative/ (3281)
95 exp interleukin 1/ (50850)
96 exp interleukin 6/ (147379)
97 exp interleukin 8/ (52281)
98 exp interleukin 12/ (33479)
99 exp interleukin 13/ (14685)
100 exp epidermal growth factor/ (33057)
101 exp fibroblast growth factor/ (14499)
102 cytokeratin 19/ (3886)
103 platelet derived growth factor/ (19655)
104 cytokeratin-19.tw. (2030)
105 (VDBP or vitamin D-binding protein$).tw. (1520)
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106 urinary peptide$.tw. (189)
107 VDBP-Cr.tw. (1)
108 urinary VDBP corrected for creatinine expression.tw. (1)
109 urinary marker$.tw. (883)
110 exp blood analysis/ (124468)
111 exp endometrium biopsy/ (5197)
112 exp urinalysis/ or exp biological marker/ (232619)
113 (biomarker or biomarkers).tw. (182609)
114 or/1-113 (2911073)
115 endometriosis/di [Diagnosis] (5173)
116 114 or 115 (2915302)
117 exp endometriosis/ (27433)
118 Endometriosis.tw. (23449)
119 117 or 118 (29532)
120 116 and 119 (10922)
121 Animal/ not Human/ (1261620)
122 120 not 121 (10862)
123 (201501$ or 201502$ or 201503$ or 201504$).em. (49200)
124 122 and 123 (34)
Appendix 4. Biomarkers search strategy for CINAHL (EBSCO platform)
Database: CINAHL Plus with Full Text (EBSCOhost)
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# Query Results
S97 S3 AND S96 1131
S96 S4 OR S5 OR S6 OR S7 OR S8 OR S9 OR S10 OR S11 OR S12 OR S13 OR S14 OR
S15 OR S16 OR S17 OR S18 OR S19 OR S20 OR S21 OR S22 OR S23 OR S24 OR
S25 OR S26 OR S27 OR S28 OR S29 OR S30 OR S31 OR S32 OR S33 OR S34 OR
S35 OR S36 OR S37 OR S38 OR S39 OR S40 OR S41 OR S42 OR S43 OR S44 OR
S45 OR S46 OR S47 OR S48 OR S49 OR S50 OR S51 OR S52 OR S53 OR S54 OR
S55 OR S56 OR S57 OR S58 OR S59 OR S60 OR S61 OR S62 OR S63 OR S64 OR
S65 OR S66 OR S67 OR S68 OR S69 OR S70 OR S71 OR S72 OR S73 OR S74 OR
S75 OR S76 OR S77 OR S78 OR S79 OR S80 OR S81 OR S82 OR S83 OR S84 OR
S85 OR S86 OR S87 OR S88 OR S89 OR S90 OR S91 OR S92 OR S93 OR S94 OR
S95
341775
S95 TX urinary peptide* 1598
S94 TX (VDBP or vitamin D-binding protein*) 134
S93 TX cytokeratin-19 109
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S92 TX (Luteinizing Hormone* or LH) 18041
S91 (MH "Diagnosis, Laboratory+") 101773
S90 "Keratin-19" 2
S89 (MH "Platelet-Derived Growth Factor") 394
S88 (MH "Epidermal Growth Factors") 1264
S87 (MH "Interleukins") 6584
S86 (MH "Cytokines") 6860
S85 TX Vitamin D-Binding Protein 131
S84 (MH "Vascular Endothelial Growth Factor A") 194
S83 TX (endometri* N2 biops*) 432
S82 TX (endometri* adj2 biops*) 0
S81 TX genomic$ 7487
S80 TX proteomic* 2434
S79 TX microRNA 824
S78 TX microarray 3123
S77 TX (PGP 95 or PGP95 or protein gene product*) 9925
S76 TX (Annexin 1 or Annexin1) 472
S75 TX (ANXA 1 or ANXA1) 41
S74 TX cysteine-rich heparin-binding protein* 12
S73 (MH "Protein Array Analysis") 73
S72 TX cyr61 34
S71 TX MTMMP* 0
S70 TX progesterone receptor* 1927
S69 TX estrogen receptor* 5193
S68 TX Aromatase P450 38
S67 TX Cadherin* 900
S66 TX Selectin* 28411
S65 TX Integrin* 1587
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S64 TX cell adhesion molecule* 1578
S63 TX CAMs 550
S62 TX Endometrial marker* 54
S61 TX Fas ligand 338
S60 TX (TNF-a or tumour necrosis factor* alfa) 1489
S59 TX (MIF or migration inhibitory factor*) 399
S58 TX (MCP-I or monocyte chemoattractant protein-I) 13
S57 TX interleukin 13809
S56 TX (Anti-2HSG or Heremans-Schmidt glycoprotein) 7
S55 TX Anti-LDL 9
S54 TX Anti-transferrin 3
S53 TX Anti-Thomsen Friedenreich antigen* 1
S52 TX Anti-thyroid 109
S51 TX Anti-laminin-1 15
S50 TX (HLA or human leucocyte antigen*) 4202
S49 (MM "HLA Antigens") 638
S48 TX Antiphospholipid* 1249
S47 TX Anti-endometrial 34
S46 (MH "Antibodies/BL/DU") 1294
S45 TX Autoantibodies 4385
S43 TX Total complement level 3
S42 TX (T helper* or T supressor*) 2341
S41 TX Immune cells alteration* 24
S40 TX natural killer t-cells 669
S39 (MM "T Lymphocytes") 2404
S38 TX (sEselectin or soluble E-selectin) 91
S37 TX (sEcadherin or soluble E-cadherin) 8
S36 TX sVCAM 100
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S35 TX sICAM 173
S34 TX Soluble adhesion molecule 368
S33 TX soluble intercellular adhesion 237
S32 (MM "Cell Adhesion Molecules") 52
S31 TX Osteopontin* 416
S30 TX Follistatin 74
S29 TX serum placental protein* 11
S28 TX (Ca-19-9 or Ca19-9 or cancer antigen 19-9) 262
S27 TX (Ca-125 or Ca125 or cancer antigen 125) 831
S26 (MM "Glycoproteins/BL/DU") 224
S25 TX tissue inhibitor of metalloproteinase 423
S24 TX TIMP* 1845
S23 TX MMP* 4244
S22 TX matrix metalloproteinase* 3325
S21 TX Proteolytic enzyme* 1461
S20 (MM "Progesterone/BL/DU") 51
S19 TX leptin* 3258
S18 (MM "Luteinizing Hormone/BL/DU") 38
S17 TX (VEGF or vascular endothelial growth factor*) 7166
S16 TX (EGFR or epidermal growth factor receptor*) 6188
S15 TX (TGF-b or transforming growth factor beta or TGFb) 2972
S14 TX (TGF-a or transforming growth factor alfa or TGFa) 464
S13 TX (IGF-I or insulin-like growth factor* or IGF1) 3588
S12 TX (EGF or epidermal growth factor*) 6250
S11 TX (PDGF or platelet derived growth factor*) 3195
S10 TX (FGF or fibroblast growth factor*) 3395
S9 TX hepatocyte growth factor* 880
S8 TX cytokine* 20821
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S7 TX scatter factor* 1864
S6 TX growth factor* 76163
S5 TX Laboratory Test* 82732
S4 TX (biomarker* or marker*) 84857
S3 S1 OR S2 2841
S2 TX Endometrio* 2841
S1 (MM "Endometriosis") 889
S4 TX (biomarker* or marker*) 61,794
S3 S1 OR S2 2,174
S2 TX Endometrio* 2,174
S1 (MM "Endometriosis") 1,306
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Appendix 5. Biomarkers search strategy for other databases
Searches for clinical studies
Database: PsycINFO (Ovid)
Search strategy:
1. endometriosis.tw. (174)
Database: Web of Science Core Collection (Thomson Reuters)
Search strategy:
1. Topic=(endometrio*) AND Topic=(diagnos* OR test* OR imag*); Timespan=All Years (7425)
Database: LILACS
Search strategy:
1. (tw:(endometriosis)) AND (tw:(diagnos*)) (420)
Database: OAIster (WorldCat.org)
Search strategy:
1. endometriosis and (marker* or biomarker*) (11)
2. endometriosis and diagnos* (446)
Database: TRIP
Search strategy:
1. (endometriosis and diagnos*) (1648)
Searches of trial registers for ongoing and registered trials
Database: ClinicalTrials.gov (US NIH)
Search strategy:
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1. endometriosis (220)
2. endometriosis AND diagnosis (22)
Database: WHO International Clinical Trials Registry Platform (ICTRP)
Search strategy:
1. endometriosis (523)
Searches for the reviews as source of references to potentially relevant studies
Database: MEDION
Search strategy:
ICP Code female genital system (including breast), Signssymp medical imaging, laboratory tests, histology and cytology, endoscopy and
laparoscopy. Filter: systematic reviews of diagnostic studies. (2)
Database: DARE (CRD)
Search strategy:
1. endometriosis (99)
PubMed, a ‘Systematic Review’ search under the ‘Clinical Queries’ link
Search strategy:
1. (endometriosis) AND systematic[sb] (418)
Category: Diagnosis; Scope: Broad
Searches for papers recently published and not yet indexed in the major databases
Search engine: PubMed
Search strategy:
/uni00A0
1. marker (14979)
2. test (61151)
3. diagnos* (69743)
4. biomarker (10806)
5. or/1-4 (7943)
Filters: Publication date from 2014/10/20 to 2015/04/20
Index test(s) set
6. Endometriosis (584)
Filters: Publication date from 2014/10/20 to 2015/04/20
Target condition set
7. 5 and 6 (267)
Filters: Publication date from 2014/10/20 to 2015/04/20
Combined sets
/uni00A0
/uni00A0
Appendix 6. Imaging search strategy for CENTRAL
Database: EBM Reviews - Cochrane Central Register of Controlled Trials
/uni00A0
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1. exp magnetic resonance imaging or exp ultrasonography or exp Imaging, Three-Dimensional or
exp radiography (772)
2. (ultraso* or magnetic resonance imaging or MRI or imag*).tw. (36)
3. diagnos* (106503)
4. [mh diagnosis] (257329)
5. or/1-4 (310878)
Index test(s) set
6. exp endometriosis (142)
7. endometrio*.tw. (22)
8. [mh endometriosis] (553)
9. or/6-8 (681)
Target condition set
10. 5 and 9 (465)
11. (animals not (humans and animals)).sh. (36)
12. 10 not 11 (445)
Combined sets
/uni00A0
/uni00A0
Appendix 7. Imaging search strategy for MEDLINE
/uni00A0
1. exp magnetic resonance imaging/ or exp ultrasonography/ or exp Imaging, Three-Dimensional/
or exp radiography/ (1114639)
2. ultraso$.tw. or magnetic resonance imaging.tw. or MRI.tw. or imag$.tw. (1020000)
3. diagnos$.tw. (1750239)
4. or/1-3 (3048652)
Index test(s) set
5. exp Endometriosis/ (17415)
6. Endometrio$.tw. (21775)
7. or/5-6 (25236)
Target condition set
8. 4 and 7 (8107)
9. (animals not (humans and animals)).sh. (3931867)
10. 8 not 9 (7391)
Combined sets
/uni00A0
/uni00A0
Appendix 8. Imaging search strategy for EMBASE
/uni00A0
1. Ecography/exp or radiodiagnosis/exp (1988601)
2. ‘magnetic resonance imaging’:ab,ti or MRI:ab,ti or imag*:ab,ti or ultraso*:de,ab,ti (1370683)
3. diagnos*:ab,ti (2373625)
Index test(s) set
/uni00A0
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4. ‘diagnostic accuracy':de or‘diagnostic test accuracy study’:de or 'diagnostic value':de (298281)
5. or/1-4 (4437871)
/uni00A0
/uni00A0
/uni00A0
6. Endometrio*:de,ab,ti (37439)
7. 'endometriosis'/exp/dm_di (4976)
8. or/6-7 (37439)
Target condition set
/uni00A0
/uni00A0
/uni00A0
9. #5 and #8 (13500)
10. animal:de not (animal:de and human:de) (3861389)
11. #9 not #10 (12161)
Combined sets
/uni00A0
/uni00A0
Appendix 9. Imaging search strategy for CINAHL
/uni00A0
# Query Results /uni00A0
/uni00A0
/uni00A0
/uni00A0
S9 S3 AND S8
Search modes - Boolean/Phrase
Search Screen - Advanced Search
668 Combined sets
/uni00A0
/uni00A0
/uni00A0
S8 S4 OR S5 OR S6 OR S7 258011
/uni00A0
/uni00A0
/uni00A0
S7 TX imag* 258011
/uni00A0
/uni00A0
/uni00A0
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S6 TX ultraso* 58570
/uni00A0
/uni00A0
/uni00A0
S5 TX (magnetic resonance imaging or MRI) 58387
/uni00A0
/uni00A0
/uni00A0
S4 TX (biomarker* or marker*) 84857
/uni00A0
/uni00A0
/uni00A0
S3 S1 or S2 2841
/uni00A0
/uni00A0
/uni00A0
S2 TX Endometrio* 2841
/uni00A0
/uni00A0
/uni00A0
S1 (MM "Endometriosis") 889
/uni00A0
/uni00A0
Appendix 10. Imaging search strategy for other databases
Database: Web of Science Core Collection (Thomson Reuters)
Search strategy:
1. Topic=(endometrio*) AND Topic=(diagnos* OR test* OR imag*); Timespan=All Years (7425)
Database: LILACS
Search strategy:
1. (tw:(endometriosis)) AND (tw:(diagnos*)) (420)
Database: OAIster (WorldCat.org)
Search strategy:
1. endometriosis and (marker* or biomarker*) (11)
2. endometriosis and diagnos* (446)
Database: TRIP
Search strategy:
1. (endometriosis and diagnos*) (1648)
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Searches of trial registers for ongoing and registered trials
Database: ClinicalTrials.gov (US NIH)
Search strategy:
1. endometriosis (220)
2. endometriosis AND diagnosis (22)
Database: WHO International Clinical Trials Registry Platform (ICTRP)
Search strategy:
1. endometriosis (523)
Searches for the reviews as source of references to potentially relevant studies
Database: MEDION
Search strategy:
ICP Code – female genital system (including breast), Signssymp – medical imaging, endoscopy and laparoscopy. Filter: systematic reviews
of diagnostic studies (190)
Database: DARE (CRD)
Search strategy:
1. endometriosis (99)
PubMed, a ‘Systematic Review’ search under the ‘Clinical Queries’ link
Search strategy:
1. (endometriosis) AND systematic[sb] (418)
Category: Diagnosis; Scope: Broad
Searches for papers recently published and not yet indexed in the major databases
Search engine: PubMed
Search strategy:
/uni00A0
1. marker (14979)
2. test (61151)
3. diagnos* (69743)
4. biomarker (10806)
5. or/1-4 (7943)
Filters: Publication date from 2014/10/20 to 2015/04/20
Index test(s) set
6. Endometriosis (584)
Filters: Publication date from 2014/10/20 to 2015/04/20
Target condition set
7. 5 and 6 (267)
Filters: Publication date from 2014/10/20 to 2015/04/20
Combined sets
/uni00A0
/uni00A0
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C O N T R I B U T I O N S /uni00A0 O F /uni00A0 A U T H O R S
Vicki Nisenblat co-ordinated the production of the protocol and the review series and was involved in literature search, quality appraisal
and data extraction for the included studies and took a primary role in writing the review. Louise Hull participated in co-ordination of the
protocol and the review series. Lucy Prentice participated in literature search, quality appraisal and data extraction for the included studies
and contributed to the first dra/f_t of the review. Neil Johnson contributed to the conception and the design of the review and was involved
in quality appraisal, data extraction for the included studies and critical revision of the manuscript. Patrick Bossuyt provided advice on
statistical methods for the review. Cindy Farquhar critically reviewed the methodological aspects and participated in the study design. All
the authors contributed to the revision and dra/f_ting of the review.
D E C L A R A T I O N S /uni00A0 O F /uni00A0 I N T E R E S T
Cindy Farquhar is a director/shareholder of a fertility/gynaecology clinic and undertakes private practice within those premises.
Neil Johnson is involved in research funded by Abb-Vie. He has received support to attend conferences from MSD, Merck-Serono and Bayer.
He has been on an advisory board for Vifor Pharma.
No other authors have any conflict of interest to declare.
S O U R C E S /uni00A0 O F /uni00A0 S U P P O R T
Internal sources
• Cochrane Gynaecology and Fertility Group, University of Auckland, New Zealand.
Technical support
• The Robinson Institute, University of Adelaide, Australia.
Access to academic resources
External sources
• None, Other.
D I F F E R E N C E S /uni00A0 B E T W E E N /uni00A0 P R O T O C O L /uni00A0 A N D /uni00A0 R E V I E W
General scope: this review is a part of the review series arising from the same generic protocol. The following sections were adjusted to
the main topic of the review as following.
Background
the section on the index test was modified and all the irrelevant information to combination of different testing modalities
was removed. The "Rationale" section was updated and now includes a clearer definition of triage diagnostic tests.
Objectives
1. During revision of the literature on the subject, we identified a substantial body of studies looking at the biomarkers, expression of which
did not change by presence of endometriosis (no statistically significant difference was found in women with and without the disease).
We believe that presenting this type of data, obtained from the adequately designed studies is important for both the clinicians and the
researchers in the field, which has been explained in the Background section under "Rationale", in the Methods section under "Criteria
for considering studies for this review - Index test" and added to "Objectives" as a secondary objective: '2.To assess the biomarkers
which were not affected by endometriosis and hence were unlikely to discriminate between women with and without the disease'.
2. The list of the sources of heterogeneity has been updated.
Methods
1. Criteria for considering studies for this review were updated as following.
a. Types of studies: we removed the 'cohort' and 'case control' classifications and introduced the concepts of 'single-gate design'
and 'two-gate' design'. This was defined as the presence of a single or multiple sets of inclusion criteria by clinical condition or by
Reference
standard. We found this classification more informative in the description of diagnostic studies, all of which are cross-
sectional in nature. We limited the inclusion criteria to the studies with a single set of inclusion criteria by reference standard (i.e.
all women who underwent abdominal surgery), but included single or multiple sets of inclusion criteria by clinical presentation (i.e.
women with suspected endometriosis or other indications for abdominal surgery), referring to these as 'single-gate design' and 'two-
gate' design', respectively.
b. Likewise, we removed the terminology 'prospective studies' and introduced 'studies performed on prospectively collected samples'.
This decision was guided by the fact that most diagnostic studies are retrospective in nature, as they aim to compare the result
of an index test with the result of a reference standard in the same group of participants, where the groups are classified by the
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outcome of the reference standard. Also, the analysis of the index test could have been performed retrospectively in a single batch
on stored samples a/f_ter the prospective collection of samples. The timing of sample collection (before or a/f_ter surgical treatment
of the disease) from a preoperatively recruited population has more impact on the test result than the timing of the laboratory
assay. Therefore, we included only studies where the biological sample was collected before the reference surgical procedure, i.e.
'prospectively collected', irrespective of the actual timing of test performance and abandoned labelling studies as 'prospective'
or 'retrospective' to avoid confusion. This allowed us to include the studies from well-established high-quality tissue banks using
well characterised archived samples as omission of these studies would have resulted in the loss of potentially valuable data. This
is presented in the Methods under "Criteria for considering studies for this review". For the combined tests that include imaging
modality, only prospectively recruited women and prospectively performed tests were considered eligible.
c. Index tests were modified to pertain only to the combined test of different testing modalities and the table listing the tests of interest
(Table 2) was updated accordingly. As a summary review of the series, this review also presents the full list of the tests evaluated
in each sister review.
d. Target condition now also includes deep pelvic endometriosis in view of the growing body of literature on this condition as a separate
entity and its diagnostic importance to optimise the surgical approach.
e. Spectrum of disease: following an ad hoc observation, we included the studies that involved only selected populations of women
with endometriosis (i.e. specific rASRM stages) in view of the emerging evidence on poor correlation of this classification with
infertility and pain symptoms. Exclusion of such studies could result in the loss of potentially important diagnostic information from
the otherwise eligible publications. Where possible, we aimed to address the impact of the inclusion of these studies in investigations
of heterogeneity.
2. Search methods for identification of studies
a. In the protocol we stated that the grey literature (unpublished studies including conference proceedings and reports) would be
identified and defined specific search strategies. In practice, the paucity of relevant data that was available from abstracts made
it impossible to apply the selection criteria and methodological quality judgement to these studies. Identification of these types
of studies and attempts to obtain the necessary information directly from the study investigators was anticipated to increase the
already labour intense work involved in preparation of this review. Therefore, by consensus between the key authors, we removed
already identified unpublished studies and did not complete an intended search for unpublished material.
b. The search strings were updated for all biomarkers excluding imaging (searched separately), applying the same principles as
presented in the protocol.
3. Assessment of methodological quality: the QUADAS-2 tool was tailored for the topic of the review. The differences between the original
QUADAS-2 tool and the designed for this review are outlined in the relevant section in the Methods.
Analysis
1. The section on statistical methods was amended and tailored to the types of tests included in the review.
2. We performed no sensitivity analyses and no assessment of heterogeneity due to insufficient data.
3. When a test performance was judged against the predetermined diagnostic criteria, only the point estimates of sensitivity and specificity
were considered as we believe that presenting these metrics of test performance is the most helpful and informative way to summarise
the diagnostic data. We acknowledge that the choice of the most helpful summary is subjective. There are tests where the point
estimates did not reach the predetermined criteria, but the confidence intervals (CIs) contain the values above the thresholds for
replacement or triage tests. These tests could have diagnostic value if the point values underestimated their diagnostic potential. For the
tests where the point estimates reached the criteria for a replacement or triage test but the CIs contained values below the thresholds,
point values could have overestimated the diagnostic performance of the test. If the range of the CIs rather than the point estimates of
the data are used, the predetermined cut-off becomes meaningless. We did not consider CIs in qualifying the test performance, however,
we utilised the CIs in interpreting the reliability of the obtained data.
The authors list and order changed to accurately reflect their contribution to the review.
N O T E S
The initially planned single review on the non-invasive tests for diagnosis of endometriosis was split into five smaller reviews in order to
facilitate data handling and interpretation, due to the abundance and diversity of the suggested tests. The review was generated from
a generic protocol, which was designed for all the reviews in these series. The other reviews from the series include 1) Endometrial
biomarkers for the non-invasive diagnosis of endometriosis; 2) Urinary biomarkers for the non-invasive diagnosis of endometriosis; 3)
Imaging modalities for the non-invasive diagnosis of endometriosis; 4) Blood biomarkers for the non-invasive diagnosis of endometriosis.
I N D E X /uni00A0 T E R M S
Medical Subject Headings (MeSH)
Aromatase /uni00A0[analysis];/uni00A0 Biomarkers /uni00A0[*analysis];/uni00A0 CA-125 Antigen /uni00A0[blood];/uni00A0 CA-19-9 Antigen /uni00A0[blood];/uni00A0 Endometriosis /uni00A0[*diagnosis]
/uni00A0[diagnostic imaging];/uni00A0 Interleukin-6 /uni00A0[blood];/uni00A0 Leukocytes /uni00A0[cytology];/uni00A0 Ovarian Diseases /uni00A0[*diagnosis] /uni00A0[diagnostic imaging];/uni00A0 Pelvis
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/uni00A0[diagnostic imaging];/uni00A0 Peritoneal Diseases /uni00A0[*diagnosis] /uni00A0[diagnostic imaging];/uni00A0 Phosphopyruvate Hydratase /uni00A0[urine];/uni00A0 Sensitivity and
Specificity;/uni00A0 Ubiquitin Thiolesterase /uni00A0[analysis];/uni00A0 Ultrasonography;/uni00A0 Vitamin D-Binding Protein /uni00A0[urine]
MeSH check words
Female; Humans
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