Objective
To investigate serum 25-hydroxyl vitamin D (25(OH)D) and vitamin D-binding protein (VDBP) concentrations in women with endo-
metriosis according to the severity of disease.
Methods
Women with mild endometriosis (n = 9) and advanced endometriosis (n = 7), as well as healthy controls (n = 16), were enrolled in
this observational study. Serum total 25(OH)D concentrations were analyzed using the Elecsys vitamin D total kit with the Cobas e602 module.
Concentrations of bioavailable and free 25(OH)D were calculated. Concentrations of VDBP were measured using the Human Vitamin D BP
Quantikine ELISA kit. Variables were tested for normality and homoscedasticity using the Shapiro-Wilk test and Leven F test, respectively. Corre-
lation analysis was used to identify the variables related to total 25(OH)D and VDBP levels. To assess the effects of total 25(OH)D and VDBP levels
in the three groups, multivariate generalized additive modeling (GAM) was performed.
Results
Gravidity and parity were significantly different across the three groups. Erythrocyte sedimentation rate (ESR) and CA-125 levels in-
creased as a function of endometriosis severity, respectively (p = 0.051, p = 0.004). The correlation analysis showed that total 25(OH)D levels
were positively correlated with gravidity (r = 0.59, p < 0.001) and parity (r = 0.51, p < 0.003). Multivariate GAM showed no significant relation-
ship of total 25(OH)D levels with EMT severity after adjusting for gravidity and ESR. However, the coefficient of total 25(OH)D levels with gravid-
ity was significant (1.87; 95% confidence interval, 0.12–3.63; p = 0.040).
Conclusion
These results indicate that vitamin D and VDBP levels were not associated with the severity of endometriosis.
Keywords
Endometriosis; Vitamin D; Vitamin D-binding protein
Introduction
Several theories have been presented regarding the pathogenesis
of endometriosis; however, to date, the etiology and factors poten-
tially involved in its development and progression remain poorly un-
derstood. Some authors have theorized that endometriosis should
be considered a multifactorial disease involving genetic, hormonal,
immunological, and environmental factors [1]. In particular, inflam-
matory processes are thought to play an important role in the devel-
opment and progression of endometriosis, as abnormal levels of pro-
inflammatory cytokines have been observed in the peritoneal fluid
and serum of women with endometriosis [2].
Vitamin D is considered to be an important modulator of the im-
mune system, and the potential role of vitamin D in endometriosis is
Received: Oct 21, 2018 ∙ Revised: May 6, 2019 ∙ Accepted: May 10, 2019
Corresponding author: Won Jun Choi
Department of Obstetrics and Gynecology, Gyeongsang National University
Hospital, Gyeongsang National University College of Medicine, 79 Gangnam-ro,
Jinju 52727, Korea
Tel: +82-55-750-8147 Fax: +82-55-759-1118 E-mail:
[email protected]
This is an Open Access article distributed under the terms of the Creative Commons Attribution
Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits
unrestricted non-commercial use, distribution, and reproduction in any medium, provided the
original work is properly cited.
https://doi.org/10.5653/cerm.2018.00416
Clin Exp Reprod Med 2019;46(3):125-131
126
of significant interest [3]. In particular, in vitro studies have demon-
strated the anti-inflammatory, anti-proliferative, and anti-invasive ef-
fects of vitamin D in several immune-related pathologies, including
rheumatoid arthritis [4], psoriasis [5], and cancer [6]. Evidence for a
role of vitamin D in the pathogenesis of endometriosis is also begin-
ning to emerge.
In the circulation, the majority of 25-hydroxyl vitamin D (25(OH)D)
is bound to vitamin D-binding protein (VDBP). VDBP plays a major
role in maintaining total and free 25(OH)D concentrations. Albumin
is also a low-affinity carrier of 25(OH)D, which increases tissue avail-
ability. According to the free hormone hypothesis, only unbound vi-
tamin D is physiologically active [7]; however, plasma total 25(OH)D
concentrations, not free 25(OH)D levels, are used to determine vita-
min D status, as free or unbound 25(OH)D comprises less than 0.1%
of total 25(OH)D. Bioavailable 25(OH)D is defined as the combination
of free and albumin-bound 25(OH)D or 25(OH)D that is not bound to
VDBP , and represents up to 10% of total 25(OH)D [7]. In addition to
transporting 25(OH)D, VDBP is also crucial for the conversion of
25(OH)D to its active form, 1,25(OH)D, and for the reabsorption of
25(OH)D metabolites in the kidneys. VDBP also has been shown to
act as an actin scavenger, macrophage activator, and inflammatory
marker [8], and VDBP levels have been found to vary by the degree
of insulin resistance, liver and kidney disease, pregnancy, and inflam-
mation [9].
Because 25(OH)D has been suggested to play an important patho-
logical role in endometriosis, we hypothesized that serum concentra-
tions of 25(OH)D and VDBP would vary with the severity of the dis-
ease. The aim of this study was to investigate 25(OH)D status via total
25(OH)D, bioavailable and free 25(OH)D, and serum VDBP levels in
women with mild and advanced endometriosis.
Methods
1. Study participants
All participants in this study were patients admitted to Gyeongsang
National University Hospital, Jinju, Korea from February 2017 to May
2018. All patients underwent laparoscopy to stage the severity of
their endometriosis according to the Revised Classification of the
American Society for Reproductive Medicine (ASRM) [10]. All patients
were differentially diagnosed and staged based on a pathological re-
view of the surgical specimens.
Patients in this study were divided into three groups: mild endome-
triosis (ASRM stage I/II), advanced endometriosis (ASRM stage III/IV),
and healthy controls. Healthy controls were recruited from women
who were at the facility for a health screening and did not report any
symptoms of endometriosis. Whole-blood and serum samples were
collected from nine patients with mild endometriosis, seven patients
with advanced endometriosis, and 16 healthy controls.
This study was approved by the Institutional Review Board of the
Gyeongsang National University Hospital (IRB No. GNUH 2017-01-
004).
2. Serum total 25(OH)D and VDBP concentrations
Each serum sample was aliquoted into two tubes and stored at
−80°C until it could be analyzed for total 25(OH)D and VDBP levels.
Serum total 25(OH)D concentrations were analyzed using the Elecsys
vitamin D total kit with the Cobas e602 module (Roche Diagnostics,
Mannheim, Germany), which is an electrochemiluminescent assay
with ruthenium-labeled VDBP , biotin-labeled vitamin D, and strepta-
vidin-coated microparticles. VDBP concentrations were measured
using the Human Vitamin D BP Quantikine ELISA kit (R&D Systems,
Minneapolis, MN, USA) according to the manufacturer’s protocol.
3. Calculation of bioavailable and free 25(OH)D
Concentrations of bioavailable and free 25(OH)D were calculated
from the total 25(OH)D, VDBP , and serum albumin concentrations us-
ing the following equations [11,12].
Bioavailable 25(OH)D =albumin-bound 25(OH)D+free 25(OH)D
= (albumin ×Kalbumin+1) × free 25(OH)D
a= KVDBP × Kalbumin× albumin+KVDBP
b= KVDBP × VDBP–KVDBP × total 25(OH)D+Kalbumin× albumin+1
c = –total 25(OH)D
KVDBP [for genotype–constant bioavailable 25(OH)D] = 0.7 × 109 M–1
To calculate genotype-specific bioavailable 25(OH)D levels, the GC
genotype-specific VDBP binding affinity (KVDBP1f , 1.12 × 109 M–1; KVDBP1s,
0.6 × 109 M–1; KVDBP2, 0.36 × 109 M–1) was used instead of the generic
KVDBP [13]. For heterozygous genotypes, the mean affinity for the two
homozygotes was used (KVDBP1f/1s, 0.86 × 109 M–1; KVDBP1f/2, 0.74 × 109
M–1; KVDBP1s/2, 0.48 × 109 M–1) [14]. In this study, bioavailable 25(OH)D
referred to both genotype-constant and genotype-specific bioavail-
able 25(OH)D.
4. Statistical analysis
Continuous variables were presented as mean with standard devia-
tion and median with interquartile range. The variables were tested
for normality and homoscedasticity using the Shapiro-Wilk test and
Leven F test, respectively. If variables satisfied normality and ho -
moscedasticity, analysis of variance was used to compare the values
among the three groups. Otherwise, the Kruskal-Wallis test was used.
The Fisher exact test was used to compare the proportions of cate-
gorical variables by groups.
Correlation analysis was used to identify variables related to total
Free 25(OH)D = 2a
–b + √ b2–4ac
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JC Baek et al. Vitamin D status by endometriosis stage
127
25(OH)D and VDBP levels. If the normality assumption was satisfied,
Pearson correlation analysis was performed, and if not, Spearman
correlation analysis was used.
Multivariate generalized additive modeling (GAM) was performed
to identify the effects of total 25(OH)D and VDBP in the three groups.
The variables included in the multivariate analysis were those that
showed an association with total 25(OH)D or VDBP levels in the cor-
relation analysis, with a p-value of 0.20 or less. Among the variables
associated with total 25(OH)D and VDBP , if the correlation coefficient
between the variables was more than 0.7, only one variable was in-
cluded in the multivariate analysis to avoid the problem of multicol-
linearity. All analyses were conducted using R ver. 3.52 (R Foundation,
Vienna, Austria). A two-sided test p-value < 0.05 was considered to
indicate statistical significance.
Table 1. Demographic and clinical factors of participants by group
Variable Healthy control (n = 16) Mild EMT (n = 9) Advanced EMT (n = 7) p-valuea)
Age (yr) 0.304
Mean ± SD 37.31 ± 6.35 35.44 ± 7.20 32.57 ± 6.95
Median (IQR) 38.50 (32.00–42.25) 36.00 (32.00–42.00) 32.00 (29.00–36.50)
BMI (kg/m2) 0.236
Mean ± SD 21.69 ± 2.29 21.28 ± 2.09 23.77 ± 2.92
Median (IQR) 21.50 (19.93–23.75) 21.80 (20.00–22.90) 23.70 (22.75–24.35)
Gravidity 0.001
Mean ± SD 2.62 ± 1.09 1.22 ± 1.09 0.57 ± 0.79
Median (IQR) 2.50 (2.00–3.00) 1.00 (0.00–2.00) 0.00 (0.00–1.00)
Parity 0.002
Mean ± SD 1.88 ± 0.72 1.11 ± 0.93 0.43 ± 0.53
Median (IQR) 2.00 (1.00–2.00) 1.00 (0.00–2.00) 0.00 (0.00–1.00)
Place of residence, n (%) 0.882
Urban 12 (52.2) 6 (26.1) 5 (21.7)
Rural 4 (44.4) 3 (33.3) 2 (22.2)
Albumin (mg/dL) 0.935
Mean ± SD 4.66 ± 0.29 4.63 ± 0.26 4.60 ± 0.29
Median (IQR) 4.70 (4.40–4.90) 4.60 (4.40–4.80) 4.60 (4.45–4.85)
ESR (mm/hr) 0.051
Mean ± SD 10.70 ± 8.26 15.76 ± 11.97 24.70 ± 12.02
Median (IQR) 8.75 (4.17–14.43) 14.00 (7.00–27.00) 29.00 (20.95–31.00)
CRP (mg/L) 0.841
Mean ± SD 0.78 ± 1.31 3.52 ± 7.62 2.30 ± 4.46
Median (IQR) 0.20 (0.10–0.72) 0.20 (0.10–0.50) 0.40 (1.10–1.55)
CA-125 (IU/mL) 0.004
Mean ± SD 23.87 ± 16.21 192.22 ± 335.01 140.97 ± 137.62
Median (IQR) 20.30 (13.97–27.10) 39.40 (23.50–161.00) 102.00 (41.90–182.45)
Total 25(OH)D (ng/mL) 0.006
Mean ± SD 16.96 ± 4.71 14.17 ± 7.62 8.91 ± 1.67
Median (IQR) 18.09 (13.60–18.64) 12.50 (9.70–21.30) 9.30 (8.45–9.40)
Bioavailable 25(OH)D (ng/mL) 0.062
Mean ± SD 1.95 ± 0.79 2.45 ± 1.36 1.30 ± 0.35
Median (IQR) 1.75 (1.53–2.00) 2.67 (1.36–3.08) 1.22 (1.07–1.53)
Free 25(OH)D (ng/mL) 0.085
Mean ± SD 4.81 ± 1.74 6.30 ± 3.28 3.36 ± 1.00
Median (IQR) 4.32 (3.94–5.03) 7.15 (3.40–8.51) 3.29 (2.51–4.27)
VDBP (ng/mL) 0.241
Mean ± SD 169.20 ± 36.31 161.25 ± 53.09 198.34 ± 42.54
Median (IQR) 169.77 (142.02–196.08) 156.05 (124.05–179.57) 205.47 (173.09–218.44)
EMT, endometriosis (mild, American Society for Reproductive Medicine [ASRM] stage I and II; advanced, ASRM stage III and IV); SD, standard deviation; IQR, in-
terquartile range; BMI, body mass index; ESR, erythrocyte sedimentation rate; CRP , C-reactive protein; 25(OH)D, 25-hydroxyl vitamin D; VDBP , vitamin D-binding
protein.
a)p-value < 0.05 is considered to indicate statistical significance.
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Results
Table 1 shows the clinical characteristics of the study participants
according to the severity of endometriosis. Gravidity (p= 0.001) and
parity (p= 0.002) were significantly different across the three groups.
There was no significant difference in age or place of residence (as a
proxy for sunlight exposure) across the three groups.
The laboratory findings of the study participants are reported in Ta-
ble 1. There were no significant differences in body mass index or se-
rum albumin levels. The erythrocyte sedimentation rate (ESR), as an
index of inflammation, increased as a function of endometriosis se-
verity (p = 0.051). C-reactive protein, another inflammatory marker,
was not significantly different across the three groups. In addition,
serum CA-125 levels were significantly different across the three
groups (p = 0.004) with higher levels observed in both groups with
endometriosis than in healthy controls.
To confirm the relationships of total 25(OH)D and VDBP with other
variables, correlation analysis was performed. The results showed
that total 25(OH)D levels were positively correlated with gravidity
(r = 0.59, p < 0.001) and parity (r = 0.51, p = 0.003), but not with ESR
(r = −0.32, p= 0.071) and CA-125 (r = −0.06, p= 0.724) (Table 2).
Multivariate GAM showed no significant relationship of vitamin D
levels with endometriosis severity after adjusting for gravidity and
ESR. However, total 25(OH)D levels were significantly correlated with
gravidity (1.87; 95% confidence interval [CI], 0.12 −3.63; p = 0.040).
VDBP showed no significant correlations with other variables (Table 3).
In pairwise comparisons, serum levels of total 25(OH)D tended to
show a negative relationship with the severity of endometriosis, but
this relationship was not statistically significant across the three
groups. Serum levels of bioavailable and free 25(OH)D did not differ
according to the severity of endometriosis. However, the serum lev-
els of total, bioavailable, and free 25(OH)D in the advanced endome-
triosis group were significantly lower than in the healthy control
group (p = 0.001, p = 0.018, and p = 0.049, respectively). For serum
Table 3. Multivariate generalized additive modeling for total 25(OH)D and VDBP levels
Variable
Total 25(OH)D VDBP
Regression coefficient (95% CI) p-value Regression coefficient (95% CI) p-value
Group
Healthy control 0.00 - 0.00 -
Mild EMT 0.20 (–4.68 to 5.07) 0.935 –9.17 (–52.82 to 34.49) 0.672
Advanced EMT –2.46 (–8.82 to 3.90) 0.437 23.8 (–34.64 to 82.25) 0.414
Age –2.45 (–5.79 to –0.9) 0.151
Gravidity 1.87 (0.12 to 3.63) 0.040
Parity 10.69 (–19.3 to 40.68) 0.474
ESR –0.12 (–0.30 to 0.06) 0.177 0.81 (–0.87 to 2.49) 0.337
25(OH)D, 25-hydroxyl vitamin D; VDBP , vitamin D-binding protein; CI, confidence interval; EMT, endometriosis (mild, American Society for Reproductive Medi-
cine [ASRM] stage I and II; advanced, ASRM stage III and IV); ESR, erythrocyte sedimentation rate.
Table 2. Correlations between demographic and clinical factors and total 25(OH)D and VDBP levels
Variable
Total 25(OH)D VDBP
Correlation coefficient p-value Correlation coefficient p-value
Age 0.21 0.24 –0.34 0.056
BMI –0.13 0.467 0.12 0.531
Gravity 0.59 < 0.001 –0.13 0.481
Parity 0.51 0.003 –0.23 0.209
Placea) 0.63 0.869
Urban 13.27 (9.35–18.41) 162.81 (146.16–210.54)
Rural 13.71 (9.70–18.50) 176.80 (134.80–186.80)
Albumin –0.07 0.7 –0.14 0.439
ESR –0.32 0.071 0.34 0.055
CRP –0.32 0.071 0.34 0.055
CA-125 –0.06 0.724 0.14 0.448
VDBP 0.03 0.077
25(OH)D, 25-hydroxyl vitamin D; VDBP , vitamin D-binding protein; BMI, body mass index; ESR, erythrocyte sedimentation rate; CRP , C-reactive protein.
a)Median (interquartile range).
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JC Baek et al. Vitamin D status by endometriosis stage
129
concentrations of VDBP , we found no significant differences between
the healthy control group and either group defined in terms of endo-
metriosis severity (Figure 1).
Discussion
As in many chronic diseases, vitamin D has long been proposed as
an important modulator in the pathogenesis of endometriosis, but
this possibility remains controversial and is under investigation [15].
Vitamin D also plays a role in the regulation of sex hormone steroido-
genesis. In addition, increasing evidence suggests that 25(OH)D may
play a regulatory role in symptoms associated with polycystic ovary
syndrome. Vitamin D deficiency has been reported to contribute to
the pathogenesis of endometriosis via its immunomodulatory and
anti-inflammatory properties [16].
Previous studies that have investigated serum 25(OH)D levels ac-
cording to the presence or absence of endometriosis have reported
inconsistent findings. One study showed lower levels of 25(OH)D in
patients with endometriosis [17]. A study by Harris et al. of women en-
rolled in the Nurses’ Health Study II reported that predicted plasma
25(OH)D levels were inversely associated with endometriosis risk; the
authors of that study recommended consumption of foods high in
25(OH)D to prevent endometriosis [18]. In contrast, other studies have
reported nonsignificant elevations in 25(OH)D among women with
endometriosis [19,20]. Prior studies measured total 25(OH)D concen-
trations, but did not consider bioavailable or free 25(OH)D. Vitamin D
also is known to show varying activity depending on the degree of
binding with VDBP . To the best of our knowledge, few studies have in-
vestigated bioavailable and free 25(OH)D and VDBP according to the
severity of endometriosis. Our study compared total, bioavailable, and
free 25(OH)D concentrations, as well as VDBP concentrations, between
women with mild and advanced endometriosis and healthy controls.
In our study, total 25(OH)D tended to show an inverse relationship
with the severity of the disease. This finding is consistent with a previ-
ous study that reported significantly lower total 25(OH)D concentra-
tions in women with severe endometriosis than in both the healthy
controls and in women with mild endometriosis [21].
An analysis of the clinical characteristics of patients enrolled in this
study indicated that age and BMI did not differ across the three
groups. We found that the number of pregnancies and the number
A
Figure 1. Pairwise comparison of serum (A) total, (B) bioavailable, (C) free 25-hydroxyl vitamin D (25(OH)D), and (D) vitamin D-binding protein
(VDBP) according to disease severity. EMT, endometriosis (mild, American Society for Reproductive Medicine [ASRM] stage I and II; advanced,
ASRM stage III and IV).
30
25
20
15
10
5
Total 25(OH)D (ng/mL)
Healthy control
p= 0.001
Mild EMT Advanced EMT
5
4
3
2
1
0
Bioavailable 25(OH)D (ng/mL)
Healthy control
p= 0.018
Mild EMT Advanced EMT
B
12
10
8
6
4
2
0
Free 25(OH)D (pg/mL)
Healthy control
p= 0.049
Mild EMT Advanced EMT
C 300
250
200
150
100
50
0
VDBP (μg/mL)
Healthy control Mild EMT Advanced EMT
D
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Clin Exp Reprod Med 2019;46(3):125-131
130
of births were significantly lower in patients with more severe dis-
ease. This finding suggests that infertility is more common in patients
with endometriosis, particularly in those with severe endometriosis.
However, the exact relationship between endometriosis and infertili-
ty remains unclear [22].
In our study, ESR and CA-125 concentrations were higher in the en-
dometriosis groups. ESR was different across the three groups in our
study, and showed a significant tendency to increase with greater
disease severity. This finding may be related to the varying extent of
tissue destruction that occurs as endometriosis progresses. Our find-
ing is consistent with a meta-analysis of CA-125 levels in the diagno-
sis of endometriosis, which suggested that serum CA-125 may be a
useful biomarker for the noninvasive diagnosis of endometriosis [23].
However, meaningful correlations of total 25(OH)D levels with the
ESR and CA-125 were not found. The correlation analysis showed
that total 25(OH)D levels were positively correlated with gravidity
and parity, but not with ESR and CA-125 (Table 2).
To investigate the effects of serum levels of total 25(OH)D and VDBP
on the severity of endometriosis, we performed multivariate GAM.
After adjusting for gravidity and ESR, total 25(OH)D and VDBP levels
were not significantly related with endometriosis severity. However,
total 25(OH)D levels were significantly correlated with gravidity. Our
Results
suggest that serum concentration of total 25(OH)D was relat-
ed to the number of births regardless of the concentration of VDBP . A
number of articles have shown a relationship between childbirth and
bone mineral density (BMD), although another report suggested
that there is no association between the number of children and
BMD. Another study suggested that BMD may be reduced by having
a large number of children and a long breastfeeding period [24]. In
the present study, higher serum total 25(OH)D levels were associated
with higher gravidity. For this reason, the authors suggest that vita-
min D may have increased to compensate for lower BMD. The reason
for this should be studied in the future research.
A limitation of our study was the small sample of enrolled patients
in each group. Our study also did not account for sunlight exposure.
We also did not follow up with patients after treatment, which would
have helped to clarify etiologic factors in their disease. In conclusion,
these results indicate that vitamin D and VDBP levels were not associ-
ated with the severity of endometriosis.
Conflict of interest
No potential conflict of interest relevant to this article was reported.
Acknowledgments
The authors gratefully acknowledge the enrolled women, the at-
tending operative room staff, Eun Seon Sim (RN, a dedicated research
nurse), and Dr. Jae Ik Lee (a research assistant).
ORCID
Jong Chul Baek https://orcid.org/0000-0003-0919-0800
Jae Yoon Jo https://orcid.org/0000-0001-6499-9085
Seon Mi Lee https://orcid.org/0000-0003-2388-0111
In Ae Cho https://orcid.org/0000-0002-6295-4059
Jeong Kyu Shin https://orcid.org/0000-0001-9050-0874
Soon Ae Lee https://orcid.org/0000-0002-8141-5595
Jong Hak Lee https://orcid.org/0000-0003-3853-0560
Min-Chul Cho https://orcid.org/0000-0002-0609-7734
Won Jun Choi https://orcid.org/0000-0002-4887-3201
Author contributions
Conceptualization: JCB, WJC. Data curation: JYJ, SML, IAC, JKS. For-
mal analysis: MCC, WJC. Methodology: MCC, WJC. Project administra-
tion: WJC. Visualization: SAL, JHL. Writing - original draft: JCB. Writing
- review & editing: WJC.
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