Differences in 25-hydroxy vitamin D and vitamin D-binding protein concentrations according to the severity of endometriosis

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This study found no significant relationship between total 25(OH)D levels and endometriosis severity after adjusting for gravidity and ESR, but did note a positive correlation between total 25(OH)D and gravidity/parity.

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This observational study compared serum total 25-hydroxy vitamin D (25(OH)D) and vitamin D-binding protein (VDBP), along with calculated free and bioavailable 25(OH)D, in women with mild endometriosis (ASRM stage I/II; n=9), advanced endometriosis (ASRM stage III/IV; n=7), and healthy controls (n=16). Using assays for total 25(OH)D and VDBP and multivariate generalized additive modeling adjusting for variables associated with 25(OH)D/VDBP, the authors found no significant relationship between vitamin D status (including total 25(OH)D) and endometriosis severity, despite correlations of total 25(OH)D with gravidity and parity. ESR and CA-125 increased with severity, and total 25(OH)D association with severity was not significant after accounting for gravidity and ESR, which the authors highlight as a key analytic caveat. This paper is centrally about endometriosis — it tests whether serum vitamin D and VDBP levels differ by endometriosis severity.

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Abstract

Objective: To investigate serum 25-hydroxyl vitamin D (25(OH)D) and vitamin D-binding protein (VDBP) concentrations in women with endometriosis 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. Correlation 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 increased 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 relationship 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 gravidity was significant (1.87; 95% confidence interval, 0.12-3.63; p= 0.040).
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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 www.eCERM.org 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. https://doi.org/10.5653/cerm.2018.00416 Clin Exp Reprod Med 2019;46(3):125-131 128

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). www.eCERM.org 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 https://doi.org/10.5653/cerm.2018.00416 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.

References

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