Results
One hundred and four women with endometrioma and proved infertility who had undergone
ICSI-IVF cycles were included with only the first
cycles being analyzed. The epidemiological characteristics of the whole population are summarized
in table 1. The median age of the population study
was 32 years and the median BMI was 22.4 kg/m 2 . The median duration of infertility was 3 years.
Epidemiological characteristics of the 104 patients with endometrioma with or without DIE
Endometriomas were unilateral and associated
with DIE in 55.7 and 64.4% of cases respectively. The median number of endometriomas was
two and the median size of the largest endometrioma was 33 mm. The proportion of patients
with a major endometrioma measuring less than
3 cm, between 3-5 cm and more than 5 cm was
36.5, 51 and 12.5% respectively. Before the ICSI-IVF cycle, AMH serum levels were 4 ng/ml
in women with an endometrioma diameter size
lower than 3 cm or between 3-5 cm and 3 ng/ml
in those with an endometrioma diameter size
over 5 cm. No difference in AMH serum levels
according to endometrioma sizes was observed.
AMH serum levels in patients with or without prior surgery for endometrioma were 2.7 ng/ml
and 3.9 ng/ml respectively (p=0.2) and in those
with or without prior surgery for DIE were 2.9
and 3 ng/ml respectively (p=0.9).
The epidemiological characteristics of patients
with endometrioma with or without DIE are summarized in table 2. No difference in the median age,
smoking, duration of infertility or rate of associated tubal and male infertility was found. BMI was
higher in the group of patients with endometrioma
and DIE (p=0.01). AMH serum levels in patients
with endometrioma with or without DIE were 3.2
and 3.4 ng/ml respectively. No difference in AMH
serum levels was found between the groups.
Comparison of epidemiological characteristics of patients with endometrioma with or without DIE
The pre ICSI-IVF biological characteristics
and responses to hormonal ovarian stimulation
of the patients with endometrioma with or without DIE are summarized in table 3. No differences in the AMH, inhibin B, E2, AFC, number of ICSI or IVF procedures, types of ovarian
stimulation, total dose of gonadotrophin used,
number of mature follicles >14 mm, total number of oocytes retrieved, total number of day-2
fresh embryos, number of top day-2 fresh embryos, thickness of endometrium, number of
top day-2 embryos transferred and number of
embryos cryopreserved were found between
the groups. An association between the requirement for ICSI and male infertility was observed
(p<0.0001).
Comparison of epidemiological characteristics of patients who conceived and those who
did not is given in table 4. Using univariable
analysis, the number of patients who conceived
was lower in the group of patients with endometrioma and DIE (in the group of patients with
endometrioma and DIE: patients who conceived
n=22 (51.1%) vs. patients who did not conceive
n=45 (73.8%); p=0.03).
Biological characteristics and responses to ovarian stimulation of patients with endometriomas with or without DIE
Characteristics of patients who conceived and who did not conceive
Multivariable analysis identified three independent factors of pregnancy rate. A lower
rate was associated with the presence of DIE
(OR=0.24, 95% CI: 0.085-0.7, p=0.009) and
the use of ICSI (OR=0.23, 95% CI: 0.07-0.8,
p=0.02) and higher rate with an AMH serum
level above 1 ng/ml (OR=4.3, 95% CI: 1.1-
19, p=0.049). After RP, the presence of DIE
emerged as the most likely determinant factor
of pregnancy ( Fig 1 ). The calibration of the
model was good with an ROC AUC (95% CI)
of 0.70 (0.65-0.75) ( Fig 2 ).
Recursive partitioning model to predict pregnancy
rate.
Calibration of the model with an ROC AUC.
Discussion
This study demonstrates that the presence of
DIE in patients with endometrioma requiring an
ICSI-IVF for infertility has a negative impact on
pregnancy rate.
Indications to treat endometrioma before
ICSI-IVF in infertile patients have been the
source of controversy. A recent meta-analysis including four trials ( 7 ) demonstrated that
laparoscopic aspiration or cystectomy of endometrioma prior to ICSI-IVF did not show evidence of benefit over expectant management
on clinical pregnancy rates. However, these
authors did not evaluate the impact of associated DIE on fertility outcomes. While Redwine
( 15 ) reported that isolated endometriomas were
observed in less than 1.1% of patients suggesting that endometrioma management cannot be
analyzed independently of the presence of other
locations of endometriosis, this author did not
differentiate patients with superficial peritoneal
endometriosis from those with DIE. In the present study, about two-thirds of infertile women
with endometrioma had associated DIE proved
by clinical examination, trans-vaginal sonography and MRI. Before ICSI-IVF, the failure
rate of intra-uterine insemination (IUI) was significantly higher in patients with endometrioma
and DIE underlining the need to distinguish between infertile patients with endometrioma and
DIE, and those without. Stepniewska et al. ( 10 )
found that removal of DIE in infertile women
increased the pregnancy rate of ART including
IUI and IVF but did not take into account the
association of endometrioma with DIE. Pabuccu et al. ( 16 ) investigated the outcome of ICSI
cycles in women with mild-to-moderate endometriosis and endometrioma but none of the
patients included in the trial had DIE. Finally,
only one of the four trials of the meta-analysis included patients with associated infertility
factors such as male sub-fertility, cervical and
tubal factor ( 17 ). This is particularly important
as more than half of the patients in this study
had associated tubal infertility often subsequent
to anatomical distortion of the fallopian tubes
linked to DIE and nearly half of the patients
also had associated male infertility. Therefore,
the conclusion of this meta-analysis is relevant
only for the small subgroup of patients with
isolated endometrioma and this is far from the
reality of clinical practice.
Using multivariable analysis, the present study has demonstrated that endometrioma associated
DIE, AMH serum levels and the type of ART (IVF
or ICSI) were independent prognostic factors of
pregnancy. In a study comparing conservative surgery for rectovaginal endometriosis with expectant management, Vercellini et al. (3) reported a
12-month and a 24-month cumulative probability
of conception of 20.5 and 44.9% respectively in the
former group and 34.7 and 46.8% respectively in
the latter (not significant) suggesting that excision
of rectovaginal endometriosis does not improve
the likelihood of pregnancy nor reduce time-toconception. In a review of the literature, these
authors concluded that the purported benefit of
excision of rectovaginal endometriosis in infertile patients reported by several authors may be
attributed to treatment of co-existing peritoneal
and ovarian endometriosis ( 18 ). These results
contrast with those of other authors suggesting
that the removal of DIE enhanced both spontaneous pregnancy and increased pregnancy rates
in IUI and IVF treatments ( 10 ). Moreover, in a
randomized trial comparing laparoscopy to open
surgery for colorectal resection of endometriosis, Daraï et al. ( 19 ) found that removal of lesions enhanced spontaneous pregnancy even in
patients with prior failure of IVF. Appasamy et
al. ( 20 ) reported that a cumulative score using
basal FSH, basal AMH, delta E2, delta inhibinB, AFC and age was the best predictor of ovarian reserve with a ROC AUC of 0.91. In the
present study, among biological parameters and
AFC, the sole independent factor was AMH serum level. These results are in agreement with
those of Buyuk et al. ( 21 ) who reported that patients with elevated AMH serum level ≥0.6 ng/
mL had twice the number of oocytes retrieved,
a greater number of day-3 embryos and a higher
clinical pregnancy rate compared with patients
with an AMH serum level below this value. In a
logistic regression analysis, La Marca et al. ( 22 )
found that AMH and age were the only independent predictive criteria of live birth but with
a sensitivity of 79.2% and a specificity of only
44.2%. A lower pregnancy rate was associated
the use of ICSI. Indeed, ICSI bypasses the selective biological barrier of the zona pellucida
and increases the probability of introducing an
abnormal spermatozoa into the oocyte ( 23 - 25 )
which is detrimental to embryo development.
A few studies have focused on patient and
endometriosis characteristics that may be useful to evaluate the individual probability of
pregnancy in infertile patients. Younis et al.
( 26 ) recommended the use of a scoring system
taking into account both epidemiological and
biological characteristics and the antral follicle
count to predict fertility results in IVF. However, this score does not take into account the
presence of DIE which appears the most relevant predictive factor of pregnancy rate in our
model. Similarly, Adamson et al. ( 27 ) recommended the use of a fertility index to evaluate
the probability of obtaining spontaneous pregnancy in patients with endometriosis taking
into account patient age, duration of infertility,
prior pregnancy, tubal and total ASRM scores
without distinguishing between patients with
or without DIE. As previously mentioned, the
covariates of our model are clinically significant and concordant with the published data
underlining its potential use in routine practice. Thus, further studies are required to evaluate the calibration of the model, an important
parameter reflecting the accuracy of prediction
for continuous models by giving an idea of the
model’s performance when extrapolated to a
new patient population.
Some limitations of the present study have to
be underlined. First, the retrospective nature of
this study cannot exclude all potential biases.
Secondly, the true impact of DIE in patients
with infertility associated with endometrioma
can only be truly assessed by a prospective trial
comparing fertility results of ART in patients
with DIE compared to those after removal of
DIE. Third, the higher BMI in patients with endometrioma and DIE in our study constitutes
a compounding factor. However, the number
of obese patients (BMI >30 kg/m²) was low
(2.6%) and no difference in response to hormonal ovarian stimulation was observed among
the groups. Fourth, we used only the data from
the first ICSI-IVF cycle of each patient to develop the model which means that the cumulative pregnancy rate after several cycles could
not be evaluated. Finally, further external validation studies are required before the use of the
presented model in clinical practice.
Conclusions
The data in this study support that DIE associated with endometrioma in infertile patients has a
negative impact on the pregnancy rate in first cycle
ICSI-IVF. Moreover, the resultant predictive model of pregnancy rate could provide better prediction for couples about the chances of conceiving,
thereby contributing to a comprehensive strategy
of infertility management.
Introduction
Three types of endometriosis have been described: peritoneal endometriosis, ovarian endometriosis (known as endometrioma) and deep infiltrating endometriosis (DIE) ( 1 ). These are often
associated with endometriosis-related infertility
and the extent and location affect the chances of pregnancy in women ( 2 ). While the American Society of
Reproductive Medicine (ASRM) classification is a
useful tool to compare studies, its relevance in predicting fertility outcomes according to endometriosis
stage is debatable ( 3 ). Moreover, the ASRM classification does not take into account the presence of DIE
( 2 ).
Despite the limits of the ASRM classification, two
randomized studies ( 4 , 5 ) and a meta-analysis ( 6 ) have
demonstrated the positive impact of removing endometriotic lesions in patients with I-II ASRM stages
on spontaneous fertility. A more recent meta-analysis
has demonstrated the absence of a positive impact of
removing endometriomas before in vitro fertilization
(IVF) on fertility outcomes ( 7 ). Moreover, several
studies have underlined the negative effect of cystectomy for endometriomas on ovarian reserve, evaluated by anti-mullerian hormone (AMH) serum level
or antral follicle count and response to IVF stimulation, particularly in patients with bilateral cysts ( 8 , 9 ).
Some controversy remains over the impact of DIE
on fertility. Stepniewska et al. ( 10 ) suggested that the
removal of DIE was associated with enhancement of
both spontaneous pregnancy and increased fertility
results in assisted reproductive therapy (ART). Moreover, this study revealed that incomplete resection of
DIE was associated with a lower pregnancy rate compared with patients undergoing complete removal.
Barri et al. ( 11 ) also demonstrated that the best option for infertile patients with endometriosis, depending on their age, was the combination of surgery and
IVF. However, Mathieu d’Argent et al. ( 12 ) reported
similar ICSI-IVF pregnancy rates in patients with
DIE and colorectal involvement as in those with tubal
or male infertility. This raises the question of whether
surgery, which exposes patients to the risk of severe
complications, is a legitimate option to enhance fertility outcomes in ART. However, none of these authors
were able to demonstrate whether the association of
endometrioma with DIE, a common occurrence, has
an impact on IVF results.
The aims of this study were therefore to evaluate the
impact on pregnancy rate of endometrioma associated
with DIE after a first ICSI-IVF cycle and to evaluate
determinant factors to establish a pragmatic approach.
Materials|Methods
We retrospectively identified 104 women with endometrioma who had undergone ICSI-IVF treatment
after at least 1 year of infertility in the Department of
Gynecology-Obstetrics at Tenon hospital (France)
from January 2007 to June 2010. The investigation
of fertility included a hormonal blood test in the third
day of the cycle [serum level measurements of estradiol (E2), follicle stimulating hormone (FSH), inhibin
B and anti-mullerian hormone (AMH)], a hysterosalpingography, transvaginal sonography and semen
analysis for the partner. The diagnosis of endometriosis was made with physical examination, transvaginal
sonography and magnetic resonance imaging (MRI)
using previously published imaging criteria ( 13 ). DIE
was diagnosed with physical examination when lesions on the posterior vaginal fornix were found or
when we identified some infiltration or nodule on
the torus uterinus or uterosacral ligaments. With the
transvaginal sonography, DIE was diagnosed when
one of these structures were involved: vagina, uterosacral ligament, rectovaginal septum, rectosigmoid
colon and bladder. The diagnosis of DIE was done
on abnormal hypoechoic linear thickening and nodules. With MRI, the diagnosis of DIE was done on
the combined presence of signal abnormalities on the
same structure mentioned before.
The patients were divided into two groups; the
endometrioma group (37 women) consisting of patients with proved endometrioma without DIE and
the endometrioma-DIE group (67 women) consisting of patients with endometrioma and DIE.
Three different forms of down regulation were used:
a long gonadotropin-releasing hormone (GnRH) agonist, a short agonist or an antagonist protocol. Ovarian
stimulation was done with doses of recombinant FSH
between 75 and 450 IU/d depending on patient age,
body mass index (BMI), antral follicle count (AFC),
AMH, size and number of follicles, and E2 levels.
This stimulation was begun once pituitary desensitization (E2 level <50 pg/mL) had been achieved.
Transvaginal oocyte retrieval was scheduled 35-36
hours after hCG injection and embryo transfer (ET)
was performed 2-3 days later. On day 2, individually
cultured embryos were evaluated on the basis of the
number of blastomeres, blastomere size, fragmentation rate and presence of multinucleated blastomeres
( 14 ). The top quality embryos were defined as having
four regular blastomeres with <20% fragmentation.
The luteal phase was supported by vaginal administration of micronized P (400 mg/d) from the day
of ovarian puncture to the day of the pregnancy test.
Pregnancies were diagnosed by an increasing concentration of serum β-human chorionic gonadotropin
(β-hCG) which was tested 14 days after ET. Clinical pregnancies were confirmed by the presence of
a gestational sac on vaginal ultrasound examination
during the fifth week.
For embryo transfer, a soft catheter was used which is inserted through the cervical canal into
the uterine cavity. Ultrasound guidance and anesthesia was not required.
Univariate analysis was performed using Student’s t test or Wilcoxon test for continuous variables and Chi-square test or Fisher’s exact test
for qualitative variables. We tested epidemiological, biological and radiological characteristics in a
multivariate analysis for association with pregnancy rate. A p value of less than 0.05 was considered
significant.
Recursive partitioning (RP) was used to determine cut-offs for each variable predicting an improvement in pregnancy rate. RP is a technique
which can be applied to examine large datasets
to uncover hidden patterns within the data and
to elucidate statistically significant sub-groupings within the data. RP is non-parametric in
nature, imposing no a priori restrictions on the
distributional forms of the predictor variables.
The central result is a simple and intuitive RP
algorithm. At each step, the RP program determines for each variable cut-points that optimally separate patients into homogeneous groups.
A multiple logistic regression (MLR) was performed; including all variables that were correlated to the conception rate. Only independent
factors of pregnancy rate were included in a RP
model. All analyses were performed using the R
package with the Verification, Design, Hmisc,
DiagnosisMed, ROCR and Presence Absence
libraries.
All the patients gave informed consent to participate in the study. The protocol was approved by
the Ethics Committee of the Collège National des
Gynécologues et Obstétriciens Français (CNGOF).
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