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Human Reproduction Open logoLink to Human Reproduction Open
. 2022 Apr 20;2022(2):hoac017. doi: 10.1093/hropen/hoac017

Uterine fluid cytokine/chemokine levels of women undergoing ART with and without oral Vitamin D supplementation

Greta Chiara Cermisoni 1,1, Marco Reschini 2,1, Marie-Pierre Piccinni 3, Letizia Lombardelli 4, Federica Logiodice 5, Veronica Sarais 6, Elisa Giacomini 7, Simona Signorelli 8, Anna Cecchele 9, Paola Viganò 10,
PMCID: PMC9024319  PMID: 35475146

Abstract

STUDY QUESTION

Is oral Vitamin D supplementation able to modify the intrauterine milieu in terms of cytokine/chemokine pattern?

SUMMARY ANSWER

No significant differences were detected in cytokine and chemokine levels in endometrial secretions between patients undergoing ART with or without Vitamin D supplementation.

WHAT IS KNOWN ALREADY

Cytokines and chemokines secreted into the intrauterine environment are fundamental for the molecular crosstalk between the endometrium and the preimplantation embryo. Whether Vitamin D can regulate these mediators in the endometrial environment is still unclear.

STUDY DESIGN, SIZE, DURATION

This study was an analysis of a secondary outcome from the Supplementation of Vitamin D and Reproductive Outcomes—SUNDRO—clinical trial, a multicenter randomized double-blinded trial designed to explore the effects of Vitamin D replacement in women with Vitamin D levels below 30 ng/ml undergoing autologous ART cycles. Uterine fluid samples were collected from both patients supplemented with Vitamin D (n=17) and from the placebo group (n = 32).

PARTICIPANTS/MATERIALS, SETTING, METHODS

Based on cutoff points for Vitamin D insufficiency (20–29.9 ng/ml) or deficiency (<20 ng/ml), 67% of patients in the study were insufficient, and 33% deficient, in Vitamin D, although they were considered together for the analysis. Women received a single dose of 600 000 IU 25-hydroxyvitamin D or placebo from 2 to 12 weeks before oocyte retrieval. Inclusion criteria were female age 18–39 years, with a BMI between 18 and 25 kg/m2. Serum 25-hydroxyvitamin D was assessed at the time of hCG administration. Uterine fluid samples were collected during the secretory phase of the menstrual cycle preceding oocyte retrieval. The quantitative determination of 27 cytokines in endometrial secretion samples was performed by using a multiplex immunoassay.

MAIN RESULTS AND THE ROLE OF CHANCE

Uterine fluid samples were collected after a median (range) of 21 (12–41) days after the oral Vitamin D supplementation. Both the supplemented and placebo groups had Vitamin D serum levels below 30 ng/ml at baseline/time of randomization ((median 23.4 ng/ml (interquartile range 19.5–28.4) and 23.4 ng/ml (17.8–25.9), respectively). At the time of hCG administration, serum Vitamin D in supplemented subjects was significantly raised compared to the placebo group ((median 52.9 ng/ml (interquartile range 40.7–64.1) and 24.6 ng/ml (19.3–29.2), respectively, P < 0.001). Our data revealed no significant differences in uterine fluid cytokine/chemokine composition of Vitamin D-supplemented women compared with the placebo group. This finding remained when the concentrations of all mediators studied were normalized to total protein. In a further analysis, no significant differences were found in the content of cytokines/chemokines in uterine fluid from women who conceived (n=19) compared with the nonpregnant group (n=30).

LIMITATIONS, REASONS FOR CAUTION

Using a randomized study design (a single dose of 600 000 IU 25-hydroxyvitamin D versus placebo), we found no significant differences between groups. However, we cannot exclude that any benefit of Vitamin D supplementation may be specific for some subgroups of patients, such as those with an imbalance of T-helper 1 and T-helper 2 cell populations. The uterine secretions were collected during the menstrual cycle that preceded oocyte retrieval; therefore, it is possible the uterine fluid collection and analysis in the same cycle of the embryo transfer might have resulted in different conclusions. Moreover, the small sample size could limit the power of the study.

WIDER IMPLICATIONS OF THE FINDINGS

Our analysis of the uterine secretome profiling failed to show any significant difference in endometrial cytokine/chemokine patterns between women with oral Vitamin D supplementation and the placebo group. Vitamin D may act on the uterine environment through a different mechanism.

STUDY FUNDING/COMPETING INTEREST(S)

The study was funded by the Italian Ministry of Health following peer review in the competitive ‘Bando di Ricerca Finalizzata e Giovani Ricercatori 2013’ with reference code RF-2013-02358757. The authors declare that they have no conflict of interest.

TRIAL REGISTRATION NUMBER

EudraCT registration number: 2015-004233-27.

Keywords: chemokines, cytokines, endometrium, immunomodulation, interleukin, IVF, randomized controlled trial, Vitamin D


WHAT DOES THIS MEAN FOR PATIENTS?

Vitamin D, taken through the diet or produced in the skin, represents a very important factor for human health. It has also been suggested that Vitamin D is important for the success of fertility treatments, and this may be especially important for women who have low blood levels of Vitamin D. Recently, our group set up a study to find out whether taking Vitamin D by mouth could increase the pregnancy rate in infertile patients undergoing fertility treatment. In particular, we have looked at whether taking oral Vitamin D could change the levels of substances found in the fluid in the uterus that are important during early pregnancy (these are proteins, called cytokines and chemokines). The results showed no significant difference between women who received Vitamin D and those who did not. However, further studies are needed to clarify whether Vitamin D may be of benefit in specific subgroups of patients such as those with recurrent abortion.

Introduction

In humans, Vitamin D, taken through the diet or produced in the skin, undergoes two reactions, one at the level of the liver and one at the level of the kidney, resulting in the active molecule 1,25-dihydroxyvitamin D3. This compound represents the key molecule of a major endocrine system, with pleiotropic functions acting through two different molecular signaling pathways: the genomic action which takes a few hours before effects can be observed and mediated by RNA and proteins synthesis, and the nongenomic action with short-term effects (Pawlowska et al., 2016).

Recent data suggest a possible association between Vitamin D serum level and many pathophysiological processes of the female reproductive system including fertility (Irani and Merhi, 2014; Pilz et al., 2018; Fichera et al., 2020). Two recent meta-analyses showed that Vitamin D deficiency or insufficiency could be detrimental for the success of ART (Chu et al., 2018; Zhao et al., 2018). In addition, the first double-blind randomized controlled trial in infertile women showed a positive impact of maternal Vitamin D supplementation on clinical outcomes in ART cycles in terms of clinical pregnancy rate and quality of endometrium. No differences were, however, found in terms of number of retrieved oocytes and mature oocytes, fertilization rate and top quality embryo rate (Abedi et al., 2019). Additional literature reported a beneficial clinical action of Vitamin D on endometrial tissue and during the implantation window (Asadi et al., 2014; Polyzos et al., 2014; Rudick et al., 2014).

Molecular Vitamin D action on human endometrial cells remains under researched (Cermisoni et al., 2018). During a successful implantation, synchronous modifications and a bidirectional crosstalk occur between a receptive endometrium and a competent embryo (Brosens et al., 2014; Giacomini et al., 2019). The molecular crosstalk is mediated by proteins, cytokines and chemokines, secreted into the intrauterine environment, which are presumed to be critical for the establishment of an optimal setting for embryo implantation. Cytokine profile analysis with multiplex immunoassay/enzymatic assay showed a different production of proinflammatory and anti-inflammatory mediators by endometrial cells from women with recurrent implantation failure compared with fertile women (Rajaei et al., 2011). This evidence supports a promising noninvasive approach to characterize the endometrial milieu and to profile the immunologic mediators that could be crucial for a successful implantation (Boomsma et al., 2009; Lombardelli et al., 2013).

In this context, studying the possible modulating action of Vitamin D on the maternal–fetal interface could be of the utmost importance (Dekel et al., 2014; Mekinian et al., 2016; D’Ippolito et al. 2018).

In 2017, our group started a multicenter randomized double-blinded clinical trial to test the effects of supplementation with 25-hydroxyvitamin D, a precursor for the synthesis of the active form 1,25-dihydroxyvitamin D3, in women with Vitamin D levels below 30 ng/ml undergoing ART cycles (the Supplementation of Vitamin D and Reproductive Outcomes—SUNDRO—trial; Paffoni et al., 2019). The clinical results of the trial have been recently published (Somigliana et al., 2021). Here, we present a report of a secondary outcome from the SUNDRO clinical trial, namely the effect of Vitamin D replacement on the molecular pattern of the uterine secretome. Analysis of the uterine secretome provides a noninvasive approach for studying the endometrial milieu as well as a snapshot of the environment that the preimplantation embryo will meet.

Materials and methods

Ethics approval and consent to participate

The study was conducted in accordance with the ethical principles of the Helsinki Declaration guidelines. It was approved by the Ethical Committees of the two participating centers (Comitato Etico Area B, Milan, protocol n° 602 05/04/2016 and Comitato Etico Istituto di Ricovero e Cura a Carattere Scientifico—Ospedale San Raffaele, protocol n° 189/2016). The study was approved by the Italian Medicines Agency (AIFA; Protocol AIFA/RSCP/P/65768) and registered (EUDRACT 2015-004233-27). Written informed consent was obtained from eligible patients.

Study design and subjects

The study has been designed according to the CONSORT methodology (Paffoni et al., 2019). The randomized double-blinded placebo-controlled trial involved two Italian ART clinics (IRCCS Fondazione Ca’ Granda, Ospedale Maggiore Policlinico, Milan and IRCCS San Raffaele Scientific Institute, Milan).

The selected population included infertile patients undergoing ART cycles with insufficient or deficient serum levels of Vitamin D (25-hydroxyvitamin D serum level < 30 ng/ml), according to the most recent International Guidelines (Ross et al., 2011). Inclusion criteria were female age 18–39 years, with a BMI between 18 and 25 kg/m2 and undergoing autologous ART cycles with less than three previous cycles. Exclusion criteria included contraindications/side effects for consumption of Vitamin D, an anti-Müllerian hormone serum level <0.5 ng/ml and ART cycles with surgical retrieval of the spermatozoa or frozen gametes.

The first 50 eligible women that agreed to participate in both the randomized double-blinded clinical trial and the uterine fluid collection were enrolled. In one patient, the uterine fluid collection did not result in a sufficient sampling. Researchers were blinded to which treatment was being provided to enrolled women. At the time of randomization, from 2 to 12 weeks before oocyte retrieval, women received a single dose of 600 000 IU of 25-hydroxyvitamin D or placebo. Randomization was performed centrally by Fondazione IRCCS Ospedale Maggiore Policlinico. The computer-generated allocation sequence was hidden from the participants as well as from the physicians and biologists involved in the clinical management of the patients.

The two centers followed their own standard regarding ovarian stimulation, ART laboratory procedures and endometrial preparation, as described elsewhere (Faulisi et al., 2017; Papaleo et al., 2017; Viganò et al., 2020). Serum 25-hydroxyvitamin D was assessed at the time of hCG administration. All Vitamin D levels measurements were performed with a commercially available kit (DiaSorin; Saluggia, Italy). Clinical pregnancy was defined after the ultrasound presence of at least one intrauterine gestational sac with viable fetus at about 6 weeks of pregnancy.

Endometrial secretion aspiration

Uterine fluid samples were collected during the secretory phase of the menstrual cycle that preceded the oocyte retrieval. Dating was estimated according to the previous cycles and to the presence of a corpus luteum cyst at ultrasound. After insertion of a sterilized speculum, vaginal secretions were cleaned by cotton buds. The uterine flushing was performed by using a disposable catheter for sonohysterography with a balloon opening the cavity when it is inserted in the uterus to minimize vaginal contamination (Wallace® Trial Transfer Catheter, CooperSurgical Fertility & Genomic Solutions, Denmark). To obtain representative sampling of uterine secretions, 1.5 ml of physiologic solution was injected and gently suctioned. Samples were immediately centrifuged at 600xg for 15 min in order to separate cell debris, mucus and minimal blood contamination from the liquid fraction. The liquid fractions were stored at −80°C. After thawing, total protein concentration was measured by Bradford assay (Quick Start™ Bradford, Bio-Rad Laboratories, Hercules, CA, USA) for normalization purposes.

Determination of cytokine concentrations in endometrial secretions using bead-based multiplex immunoassays

After thawing, the quantitative determination of IL-1beta, IL-1 receptor antagonist (IL-1RA), IL-2, IL-4, IL-5, IL-6, IL-7, IL-8, IL-9, IL-10, IL-12, IL-13, IL-15, and IL-17, fibroblast growth factor (FGF), granulocyte colony-stimulating factor (G-CSF), granulocyte macrophage colony-stimulating factor (GM-CSF), eotaxin, interferon gamma (IFNγ), interferon-inducible protein 10 (IP-10), monocyte chemoattractant protein 1 (MCP-1), macrophage inflammatory protein 1 alpha (MIP-1-α), macrophage inflammatory protein 1 beta (MIP-1-β), platelet-derived growth factor-BB (PDGF-BB), regulated on activation, normal T cell expressed and secreted (RANTES), tumor necrosis factor alpha (TNF)-α and vascular endothelial growth factor (VEGF) secretion samples was performed by using a bead-based multiplex immunoassay (Bio-Rad Laboratories, Hercules, CA, USA) and the Bioplex 200 system (Bio-Rad Laboratories, Hercules, CA, USA), as previously described (Lombardelli et al., 2013). In brief, in a 96-well filter plate (Bio-Rad Laboratories), 50 µl of each serum sample was added to 50 µl of antibody-conjugated beads directed against the cytokines listed above (Bio-Rad Laboratories). After a 30-min incubation, the plate was washed and 25 µl of biotinylated anti-cytokine antibody solution was added to each well before another 30-min incubation. The plate was then washed and 50 µl of streptavidin-conjugated phycoerythrin was added to each well. After a final wash, each well was resuspended with 125 µl of assay buffer (Bio-Rad Laboratories) and analyzed by Bioplex 200. Standard curves were constructed using various concentrations of the cytokine standards and followed the same protocol as for the endometrial secretion samples. The concentration of the 27 cytokines (pg/ml) in each endometrial secretion sample was calculated using Bioplex 200 software.

The lower detection limits of the multiplex immunoassay kit were as follows: IL-1β (0.39 pg/ml), IL-1RA (42.01 pg/ml), IL-2 (0.33 pg/ml), IL-4 (0.1 pg/ml), IL-5 (0.86 pg/ml), IL-6 (0.22 pg/ml), IL-7 (29.25 pg/ml), IL-8 (1.09 pg/ml), IL-9 (2.28 pg/ml), IL-10 (0.98 pg/ml), IL-12 (0.23 pg/ml), IL-13 (0.09 pg/ml), IL-15 (8.96 pg/ml), IL-17 (1.7 pg/ml), Eotaxin (0.13 pg/ml), FGF (2.62 pg/ml), G-CSF (2.33 pg/ml), GM-CSF (0.43 pg/ml), IFNγ (0.2 pg/ml), IP-10 (5.64 pg/ml), MCP-1 (0.45 pg/ml), MIP-1α (0.05 pg/ml), MIP-1β (0.46 pg/ml), PDGF-BB (4.56 pg/ml), (4.56 pg/ml), RANTES (3.76 pg/ml), TNF-α (3.28 pg/ml) and VEGF (10.38 pg/ml). Concentrations of uterine mediators were normalized to total protein concentration of each sample, as measured by Bradford assay.

Statistical analysis

All data were initially examined for normality using the Kolmogorov–Smirnov test: the normally distributed data were analyzed with the Student’s t-test, while the non-normally distributed data were analyzed with the Mann–Whitney test. The frequency of patients’ characteristics was analyzed with the Chi-square test. Data are presented as number (%), mean ± SD and median interquartile range (IQR). Soluble mediators in endometrial secretion aspirations in which more than 50% of the samples were detectable were analyzed as continuous variables (median (IQR)) and the difference between the two groups was analyzed by Mann–Whitney test. For the remaining molecules, a dichotomous analysis (presence or absence in the sample) was carried out and they were tested by Chi-square test. The significance level was defined at α = 0.002 after correcting for multiple testing of 24 mediators with the Bonferroni method. For the calculation of the sample size, we could not find any previous publication on the effect of vitamin D on the cytokine/chemokine profile in the uterine fluid to be used as assumptions. However, from two previous studies of the effect of Vitamin D on the secretion of specific cytokines (IL-8 and IL-6) by the endometrial cells in vitro (Tavakoli et al., 2011; Rajaei et al., 2012), we expected that our sample size could detect a 1-fold increase in levels of IL-8 and 1-fold decrease in levels of IL-6 with a type I error of 0.002 and II error of 0.20, respectively.

Results

Uterine cytokine profile and Vitamin D supplementation

Forty-nine patients underwent endometrial secretion aspiration and were included in this analysis: n=17 samples were collected from Vitamin D-supplemented patients and n=32 samples from the placebo group. There were no significant differences between the groups regarding basal and clinical characteristics (Table I). As expected, both groups had serum levels of Vitamin D below 30 ng/ml at the time of randomization (median 23.4 ng/ml (IQR 19.5–28.4) and 23.4 ng/ml (17.8–25.9), respectively). Based on the cutoff points advocated for Vitamin D insufficiency (20–29.9 ng/ml) or deficiency (<20 ng/ml) (Somigliana et al., 2021), 67% of the patients were insufficient and 33% deficient although they were considered together for the analysis. At the time of hCG administration, the serum level of Vitamin D-supplemented subjects was significantly raised compared with the placebo group (median 52.9 ng/ml (interquartile range 40.7–64.1) and 24.6 ng/ml (19.3–29.2), respectively, P < 0.001).

Table I.

Basal and clinical characteristics of infertile women in the Vitamin D supplementation and placebo groups.

Characteristics Vitamin D Placebo P
n = 17 n = 32
Age (years) 33.5 ± 3.6 35.2 ± 3.0 0.09
BMI (kg/m2) 21.5 ± 1.9 21.0 ± 1.9 0.44
Smokers, n (%) 1 (6%) 2 (6%) 1.00
Duration of infertility (years)* 2 [2–3.5] 2 [1–4] 0.72
Previous pregnancy, n (%) 3 (18%) 6 (19%) 1.00
Previous delivery, n (%) 2 (12%) 2 (6%) 0.60
Serum AMH (ng/ml)* 2.7 [1.2–7.6] 2.4 [1.3–5.0] 0.51
Serum FSH (mIU/ml)* 6.4 [4.8–8.0] 7.4 [5.8–9.2] 0.15
Antral follicle count* 9 [6–16] 14 [10–20] 0.09
Previous IVF cycle, n (%) 3 (18%) 5 (16%) 1.00
Serum Vitamin D at baseline*,** (ng/ml) 23.4 [19.5–28.4] 23.4 [17.8–25.9] 0.57
Indication for IVF [all, n (%)] 0.11
 Idiopathic 4 (23%) 12 (38%)
 Male factor 6 (35%) 10 (31%)
 Endometriosis 3 (18%) 3 (9%)
 Tube factor 3 (18%) 0 (0%)
 Genetic 1 (6%) 5 (16%)
 Male and female factor 0 (0%) 2 (6%)
Serum Vitamin D at oocyte retrieval (ng/ml)* 52.9 [40.7–64.1] 24.6 [19.3–29.2] <0.001
Oocyte retrieved* 9 [5–12] 8 [5–11] 0.98
Metaphase II oocytes* 8 [4–10] 7 [4–9] 0.91
Zygotes* 5 [3–7] 5 [3–8] 0.88
Cleavage embryos* 5 [2–7] 5 [3–7] 0.80
Top quality embryos* 0 [0–1] 1 [0–2] 0.21
Blastocysts* 2 [2–4] 3 [1–4] 0.91
Top quality blastocysts* 0 [0–1] 0 [0–0] 0.20
Fresh embryo transfer,* n (%) 9 (53%) 15 (47%) 0.77
Reason for no fresh embryo transfer 0.16
 High risk of OHSS, n (%) 4 (50%) 13 (77%)
 No oocyte retrieved, n (%) 1 (12%) 1 (6%)
 No viable cleavage embryos, n (%) 3 (38%) 1 (6%)
 Other, n (%) 0 (0%) 2 (12%)
Frozen embryo transfer, n (%) 7 (41%) 13 (41%) 1.00
Cumulative pregnancy rate, n (%) 7 (41%) 12 (38%) 1.00
Cumulative live birth rate, n (%) 5 (29%) 11 (34%) 1.00
*

Data are presented as mean ± SD, median [interquartile range] or n (%). Data were compared using Student’s t-test, Mann–Whitney test or Chi-square test.

**

Baseline was time of randomization.

OHSS, ovarian hyperstimulation syndrome; AMH, anti-Müllerian hormone.

Uterine fluid samples were collected after a median (range) of 21 (12–41) days after the oral supplementation. Levels of 27 cytokines were investigated in uterine fluids of both Vitamin D supplemented and placebo groups. None of the samples were excluded because of inadequate sample conditions. Our data showed some differences in the detection frequency of cytokines and chemokines. The comparison of the uterine fluid mediators between supplemented patients and placebo group is represented in Table II. Three mediators (IL-5, IL-12 and IL-13) were not detectable in any of the samples. The concentrations of 14 soluble mediators were below the reliable detection limit in 50% of the samples: data were presented as the number of samples in which these soluble mediators were detected (Table II, upper panel). When a mediator was detected in more than 50% of the samples (n = 10), the specific concentration of the soluble mediator was reported (Table II, lower panel). No significant differences were found in uterine fluid composition.

Table II.

Detection and concentrations of soluble mediators in human endometrial secretion aspirations collected 12–41 days after the oral Vitamin D supplementation.

Mediators  Vitamin D Placebo P
n=17 n=32
IL-2 3 (18%) 9 (28%) 0.50
IL-4 8 (47%) 16 (50%) 1.00
IL-6 7 (41%) 17 (53%) 0.55
IL-7 1 (6%) 0 (0%) 0.35
IL-9 1 (6%) 6 (19%) 0.40
IL-10 0 (0%) 1 (3%) 1.00
IL-15 4 (24%) 5 (16%) 0.70
IL-17 0 (0%) 1 (3%) 1.00
EOTAXIN 8 (47%) 13 (41%) 0.77
FGF 5 (29%) 14 (44%) 0.37
GM-CSF 3 (18%) 8 (25%) 0.73
PDGF-BB 3 (18%) 8 (25%) 0.73
RANTES 8 (47%) 13 (41%) 0.77
TNF-α 6 (35%) 15 (47%) 0.55

IL-1β (pg/ml) 2.91 [0.39–29.00] 4.77 [0.39–33.94] 0.68
IL-1RA (pg/ml) 2187.88 [654.81–6486.14] 3259.74 [1029.50–5347.27] 0.83
IL-8 (pg/ml) 630.24 [113.53–1539.21] 784.91 [139.33–4342.58] 0.31
G-CSF (pg/ml) 49.14 [2.33–784.46] 77.93 [16.14–843.48] 0.58
IFNγ (pg/ml) 0.58 [0.20–5.81] 3.91 [0.20–22.06] 0.31
IP-10 (pg/ml) 226.01 [5.64–1066.92] 117.50 [5.64–653.62] 0.98
MCP-1 (pg/ml) 29.52 [7.45–245.59] 63.49 [19.56–237.18] 0.53
MIP-1-α (pg/ml) 0.17 [0.05–4.91] 1.38 [0.05–7.80] 0.39
MIP-1-β (pg/ml) 0.46 [0.46–26.90] 0.68 [0.46–49.62] 0.86
VEGF (pg/ml) 133.67 [18.07–466.56] 127.92 [10.38–500.02] 0.65

Upper panel: Data are presented as number of samples (%) in which the mediator was detected. The concentrations of 14 soluble mediators were below the reliable detection limit in <50% of the samples.

Lower panel: When a mediator was detected in more than 50% of the samples (n = 10), the specific concentration in endometrial secretions is reported as median [interquartile range] level of mediators.

Three mediators (IL-5, IL-12 and IL-13) were not detectable in any of the samples. Data were compared using Chi-square test or Mann–Whitney test.

IL-1RA, IL-1 receptor antagonist; FGF, fibroblast growth factor; G-CSF, granulocyte colony-stimulating factor; GM-CSF, granulocyte macrophage colony-stimulating factor; IFNγ, interferon gamma; IP-10, interferon-inducible protein 10; MCP-1, monocyte chemoattractant protein 1; MIP-1-α, macrophage inflammatory protein 1-alpha; MIP-1-β, macrophage inflammatory protein 1-beta; PDGF-BB, platelet-derived growth factor-BB; RANTES, Regulated on Activation, Normal T Cell Expressed and Secreted; TNF-α, tumor necrosis factor-alpha; VEGF, vascular endothelial growth factor.

The total protein content in the samples varied from 0.002 to 1.760 mg/ml. Given the heterogeneity of total protein concentration among samples, concentrations of all studied mediators were also normalized to total protein concentration. Comparison of the relative quantification of uterine fluid mediators between supplemented patients and placebo group after protein normalization is presented in Table III. The results did not change after normalization to total protein, in that no significant differences between groups were detected.

Table III.

Detection and relative concentrations of soluble mediators in human endometrial secretion aspirations after normalization to total protein.

Mediators Vitamin D Placebo P
n=15 n=28
IL-2 3 (20%) 8 (29%) 0.72
IL-7 1 (7%) 0 (0%) 0.35
IL-9 1 (7%) 6 (21%) 0.39
IL-10 0 (0%) 1 (4%) 1.00
IL-15 4 (27%) 3 (11%) 0.22
IL-17 0 (0%) 1 (4%) 1.00
EOTAXIN 7 (47%) 13 (46%) 1.00
FGF 5 (33%) 14 (50%) 0.35
GM-CSF 3 (20%) 8 (29%) 0.72
PDGF-BB 2 (13%) 8 (29%) 0.45
RANTES 7 (47%) 13 (46%) 1.00
TNF-α 5 (33%) 15 (54%) 0.34

IL-1β (pg/mg) 4.77 [1.24–49.74] 8.39 [2.02–51.56] 0.59
IL-1RA (pg/mg) 3960.3 [2080.49–27 372.55] 3925.71 [997.24–8159.30] 0.59
IL-4 (pg/mg) 0.42 [0.16–1.98] 0.72 [0.19–4.15] 0.48
IL-6 (pg/mg) 1.52 [0.50–37.93] 4.10 [0.58–99.36] 0.52
IL-8 (pg/mg) 1061.22 [319.62–2629.86] 2119.28 [593.29–8867.66] 0.20
GCSF (pg/mg) 152.3 [16.13–401.72] 258.85 [27.96–927.42] 0.58
IFNγ (pg/mg) 1.38 [0.33–7.48] 6.34 [0.54–33.20] 0.30
IP-10 (pg/mg) 262.14 [9.25–2478.03] 265.77 [43.19–1154.81] 0.92
MCP-1 (pg/mg) 77.59 [18.16–343.37] 143.13 [52.53–509.11] 0.30
MIP-1-α (pg/mg) 0.35 [0.08–6.48] 3.39 [0.38–13.16] 0.34
MIP-1-β (pg/mg) 2.20 [0.75–55.60] 2.84 [1.21–80.74] 0.58
VEGF (pg/mg) 493.68 [71.28–3702.16] 41.23 [16.67–448.42] 0.06

Data are presented as number of samples (%) with detectable mediator (upper panel) or median [interquartile range] (lower panel). In the lower panel, units are reported as pg/ml normalized on mg/ml total protein (pg/mg).

Three mediators (IL-5, IL-12 and IL-13) were not detectable in any of the samples. In six samples, normalization was not possible due to the limited protein concentration for the analysis. Data were compared using Chi-square test or Mann–Whitney test.

FGF, fibroblast growth factor; G-CSF, granulocyte colony-stimulating factor; GM-CSF, granulocyte macrophage colony-stimulating factor; IFNγ, interferon gamma; IP-10, interferon-inducible protein 10; MCP-1, monocyte chemoattractant protein 1; MIP-1-α, macrophage inflammatory protein 1-alpha; MIP-1-β, macrophage inflammatory protein 1-beta; PDGF-BB, platelet-derived growth factor-BB; RANTES, Regulated on Activation, Normal T Cell Expressed and Secreted; TNF-α, tumor necrosis factor-alpha; VEGF, vascular endothelial growth factor.

The correlation between uterine cytokine levels and serum levels of Vitamin D for mediators detected in more than 50% of the samples is shown in Supplementary Fig. S1.

Uterine cytokine profile and clinical outcome

As a further analysis conducted to investigate the association between uterine environment and establishment of a clinical pregnancy, cytokine/chemokine profiles in women who conceived were evaluated. The analysis revealed a significantly higher number of retrieved oocytes and metaphase II oocytes in women who conceived compared to nonpregnant women (P = 0.004 and P = 0.007, respectively; Table IV).

Table IV.

Characteristics of pregnant and nonpregnant women in the study population.

Characteristics Cumulative clinical pregnancy Not pregnant P
n=19 n=30
Age (years) 35.1 ± 2.5 34.2 ± 3.7 0.87
BMI (kg/m2) 21.0 ± 1.8 21.3 ± 1.9 0.63
Smokers 1 (5%) 2 (7%) 1.00
Duration of infertility (years) 2 [2–3] 2 [2–4] 0.71
Previous pregnancy 1 (5%) 8 (27%) 0.13
Previous delivery 0 (0%) 4 (13%) 0.15
AMH (ng/ml) 3.0 [1.9–5.9] 2.0 [1.2–3.8] 0.11
FSH (mIU/ml) 6.4 [5.0–8.3] 7.9 [6.2–8.9] 0.13
Antral Follicle Count 13 [9–19] 13 [7–18] 0.50
Previous IVF cycle 2 (11%) 6 (20%) 0.46
Vitamin D at baseline (ng/ml) 23.6 [19.9–25.2] 23.3 [17.9–26.5] 0.92
Indication for IVF 0.49
 Idiopathic 8 (42%) 8 (27%)
 Male factor 6 (32%) 10 (33%)
 Endometriosis 1 (5%) 5 (17%)
 Tubal factor 2 (11%) 1 (3%)
 Genetic 1 (5%) 5 (17%)
 Male and female factor 1 (5%) 1 (3%)
Vitamin D at oocyte retrieval (ng/ml) 29.1 [23.6–48.2] 28.2 [20.3–52.3] 0.63
Oocyte retrieved 11 [8–17] 7 [4–10] 0.004
Metaphase II Oocytes 8 [6–12] 5 [3–8] 0.007

Data are presented as number (%) or median [interquartile range]. Concentrations expressed as picogram of mediator per milliliter. Data were compared using Student’s t-test, Mann–Whitney test or Chi-square test.

AMH, anti-Müllerian hormone.

The comparison of mediators in uterine fluid between pregnant and nonpregnant women is represented in Table V. No significant differences in number of samples from pregnant and nonpregnant women with detectable mediator were found, except for PDGF-BB, which was detected in a greater number of nonpregnant samples (P = 0.03). Mediator concentrations in uterine fluid from pregnant and nonpregnant women were also calculated after normalizing to total protein content (Table VI). The detection of PDGF-BB was not different in women who conceived compared with the nonpregnant group (P = 0.06) and also considering the Bonferroni correction.

Table V.

Detection and concentrations of soluble mediators in human endometrial secretion aspirations in pregnant and nonpregnant women.

Mediators  Cumulative clinical pregnancy Not pregnant P
n=19 n=30
IL-2 5 (26%) 7 (23%) 1.00
IL-4 8 (42%) 16 (53%) 0.56
IL-6 9 (47%) 15 (50%) 1.00
IL-7 1 (5%) 0 (0%) 0.39
IL-9 2 (11%) 5 (17%) 0.69
IL-10 0 (0%) 1 (3%) 1.00
IL-15 3 (16%) 6 (20%) 1.00
IL-17 0 (0%) 1 (3%) 1.00
EOTAXIN 7 (37%) 14 (47%) 0.56
FGF 7 (37%) 12 (40%) 1.00
GM-CSF 3 (16%) 8 (27%) 0.49
PDGF-BB 1 (5%) 10 (33%) 0.03
RANTES 8 (42%) 13 (43%) 1.00
TNF-α 7 (37%) 14 (47%) 0.56

IL-1β (pg/ml) 2.91 [0.39–19.89] 4.76 [0.39–38.38] 0.59
IL-1RA (pg/ml) 2187.88 [593.15–4256.54] 3667.17 [1061.80–7931.62] 0.15
IL-8 (pg/ml) 717.08 [141.98–3177.16] 780.43 [114.23–4559.32] 0.97
G-CSF (pg/ml) 109.98 [2.33–446.98] 65.39 [12.31–976.83] 0.76
IFNγ (pg/ml) 1.18 [0.20–12.43] 0.64 [0.20–10.24] 0.57
IP-10 (pg/ml) 75.29 [5.64–372.08] 258.77 [5.64–787.14] 0.31
MCP-1 (pg/ml) 35.02 [7.45–155.19] 71.87 [22.67–240.13] 0.29
MIP-1-α (pg/ml) 0.05 [0.05–7.12] 1.42 [0.05–6.66] 0.26
MIP-1-β (pg/ml) 0.46 [0.46–20.78] 1.82 [0.46–49.34] 0.33
VEGF (pg/ml) 43.44 [10.38–668.64] 131.21 [10.38–426.96] 0.86

Concentrations expressed as picogram of mediator per milliliter. Data are presented as number of samples with detectable mediator (%) (upper panel) or median [interquartile range] (lower panel).

Three mediators (IL-5, IL-12 and IL-13) were not detectable in any of the samples. Data were compared using Chi-square test or Mann–Whitney test.

IL-1RA, IL-1 receptor antagonist; FGF, fibroblast growth factor; G-CSF, granulocyte colony-stimulating factor; GM-CSF, granulocyte macrophage colony-stimulating factor; IFNγ, interferon gamma; IP-10, interferon-inducible protein 10; MCP-1, monocyte chemoattractant protein 1; MIP-1-α, macrophage inflammatory protein 1-alpha; MIP-1-β, macrophage inflammatory protein 1-beta; PDGF-BB, platelet-derived growth factor-BB; RANTES, Regulated on Activation, Normal T Cell Expressed and Secreted; TNF-α, tumor necrosis factor-alpha; VEGF, vascular endothelial growth factor.

Table VI.

Detection and relative concentrations of soluble mediators in human endometrial secretion aspirations in pregnant and nonpregnant women after normalization to total protein.

Mediators  Cumulative clinical pregnancy Not pregnant P
n=16 n=27
IL-2 4 (25%) 7 (26%) 1.00
IL-7 1 (6%) 0 (0%) 0.37
IL-9 2 (13%) 5 (19%) 0.70
IL-10 0 (0%) 1 (4%) 1.00
IL-15 2 (13%) 5 (19%) 0.70
IL-17 0 (0%) 1 (4%) 1.00
EOTAXIN 7 (44%) 13 (48%) 1.00
FGF 7 (44%) 12 (44%) 1.00
GM-CSF 3 (19%) 8 (30%) 0.49
PDGF-BB 1 (6%) 9 (33%) 0.06
RANTES 7 (44%) 13 (48%) 1.00
TNF-α 7 (44%) 13 (48%) 1.00

IL-1β (pg/mg) 8.39 [1.04–56.74] 8.04 [2.06–51.21] 0.56
IL-1RA (pg/mg) 4035.98 [944.16–8159.30] 3960.30 [2024.68–29 099.56] 0.48
IL-4 (pg/mg) 0.31 [0.18–2.09] 0.69 [0.18–4.14] 0.40
IL-6 (pg/mg) 4.10 [0.57–48.60] 1.57 [0.40–92.29] 0.94
IL-8 (pg/mg) 2163.09 [387.82–3377.93] 1223.69 [570.12–4687.83] 0.90
G-CSF (pg/mg) 192.16 [9.81–1009.95] 152.30 [28.62–795.94] 0.71
IFNγ (pg/mg) 2.64 [0.59–19.50] 4.66 [0.33–23.03] 0.85
IP-10 (pg/mg) 148.90 [10.38–2648.02] 480.84 [30.22–1763.56] 0.37
MCP-1 (pg/mg) 54.45 [18.53–425.69] 153.90 [53.68–503.48] 0.16
MIP-1-α (pg/mg) 0.81 [0.07–12.11] 3.58 [0.35–12.37] 0.26
MIP-1-β (pg/mg) 1.42 [0.82–64.07] 12.48 [1.19–70.27] 0.29
VEGF (pg/mg) 84.53 [12.56–1159.15] 209.85 [18.89–560.33] 0.60

Data are presented as number of samples with detectable mediator (%) (upper panel) or median [interquartile range] (lower panel). P-values were calculated with the Mann–Whitney test. In the lower panel, units are reported as pg/ml, normalized on mg/ml total protein (pg/mg).

Data were compared using Chi-square test or Mann–Whitney test. Three mediators (IL-5, IL-12 and IL-13) were not detectable in any samples. In six samples, normalization was not possible owing to the limited protein concentration for the analysis.

IL-1RA, IL-1 Receptor Antagonist; FGF, fibroblast growth factor; G-CSF, granulocyte colony-stimulating factor; GM-CSF, granulocyte macrophage colony-stimulating factor; IFNγ, interferon gamma; IP-10, interferon-inducible protein 10; MCP1, monocyte chemoattractant protein 1; MIP-1-α, macrophage inflammatory protein 1-alpha; MIP-1-β, macrophage inflammatory protein 1-beta; PDGF-BB, platelet-derived growth factor-BB; RANTES, Regulated on Activation, Normal T Cell Expressed and Secreted; TNF-α, tumor necrosis factor-alpha; VEGF, vascular endothelial growth factor.

Discussion

A recent systematic review reported a negative correlation between Vitamin D deficiency/insufficiency and reproductive outcomes in women undergoing ART cycles (Cozzolino et al., 2020). In the absence of evidence supporting a causative relation between Vitamin D and ART outcomes, our group launched a randomized double-blinded clinical trial to investigate whether supplementation with 600 000 IU 25-hydroxyvitamin D could improve pregnancy rates in infertile patients with a deficiency or insufficiency of Vitamin D. Clinical results of the trial have been recently published, demonstrating no beneficial effect of Vitamin D supplementation on ART outcomes (Somigliana et al., 2021). On the other hand, we cannot exclude some local effects in the various tissues that are not clinically detectable under our supplementation conditions. In the present study, we performed a subgroup analysis to determine whether Vitamin D supplementation could modulate locally the endometrial microenvironment, focusing on the characterization of a cytokine panel of 27 molecules. In line with the findings shown in the randomized trial (Somigliana et al., 2021), we did not detect significant differences in the endometrial cytokine/chemokine profile between patients who did or did not receive a single high oral dose of 25-hydroxyvitamin D.

Vitamin D receptor expression in endometrial cells and in some immune cells could suggest a role for Vitamin D as a regulator of endometrial physiology (Viganò et al., 2006) but the exact molecular mechanisms involved are still to be defined (Cermisoni et al., 2018). Some in vitro assays have evaluated the effect of 1,25-dihydroxyvitamin D3 on endometrial cells derived from both fertile women and patients with repeated implantation failure or unexplained recurrent spontaneous abortion (Tavakoli et al., 2011; Rajaei et al., 2012; Ghanavatinejad et al., 2021). Interestingly, results derived from the various studies are very controversial. In fertile women, endometrial IL-8 secretion in vitro was increased upon Vitamin D treatment in the study by Rajaei et al.(2012) but it was similar or even decreased, considering only stromal cells, in the study by Tavakoli et al. (2011). This in vitro effect was not maintained when cells from women with repeated implantation failure or unexplained spontaneous abortion were treated. Similarly, Vitamin D treatment in vitro decreased endometrial IL-6 production in endometrial cells from fertile women in the studies by Rajaei et al. (2012) and Tavakoli et al. (2011) but not in the study by Ghanavatinejad et al. (2021). In patients with unexplained spontaneous abortion or with repeated implantation failure, the production of IL-6 by endometrial cells in vitro was reduced by Vitamin D treatment but the extent of the reduction was different in the two subgroups of patients. A Japanese group detected decreased levels of IFNγ, but not of IL-4, in conditioned media of decidualized human endometrial stromal cells from infertile patients following treatment with 1,25-dihydroxyvitamin D3 for 4 days when compared with untreated cells (Ikemoto et al., 2018). Moreover, they showed that Vitamin D supplementation would regulate T-helper (Th) cell populations of these patients through an inhibition of Th1 cell proliferation and promotion of Th2 cells. In particular, when focusing on patients who reached sufficient Vitamin D levels (≥30 ng/ml) after oral supplementation, a decrease in serum Th1 cell level and Th1/Th2 cell ratio was recognized (Ikemoto et al., 2018). Since balancing of Th cells is known to be critical to maternal immune tolerance, an optimal Vitamin D level may have a significant role in the regulation of immunologic embryo receptivity. A recent publication evaluated some functions of peripheral and endometrial immune cells in women with repeated implantation failure before and after a Vitamin D supplementation (at a dose of 0.5 μg per day for 2 months). Vitamin D insufficiency or deficiency caused a marked increase in peripheral natural killer cell cytotoxicity and in the percentage of endometrial CD68+ macrophages. The supplementation of vitamin D could suppress the natural killer cell cytotoxicity as well as reduce endometrial CD68+ macrophages (Chen et al., 2020). Overall, although our results showed no significant differences in endometrial cytokine/chemokine patterns between Vitamin D-supplemented women undergoing ART compared with the placebo group, we cannot exclude that Vitamin D might be of particular benefit in specific groups of patients such as those with an unbalanced Th1/Th2 ratio.

Another major aspect of the present study was the further comparison of levels of immune mediators in uterine fluid from the secretory phase of the menstrual cycle prior to oocyte retrieval between women that achieved a clinical pregnancy or not. Recently, endometrial immune transcriptional profiling has been proposed as an innovative tool to test the local endometrial functioning (Lédée et al., 2020), based on the idea that alterations in cytokine pattern at the feto–maternal interface could impact on the establishment and maintenance of pregnancy (Franasiak and Scott, 2017; Taima et al., 2020). Boomsma et al. (2009) demonstrated that multiplex immunoassay of aspirated uterine secretions offers a noninvasive method to characterize the endometrial in vivo milieu, providing the simultaneous detection of different mediators in a small volume. Our data have revealed no significant differences in mediator content in uterine fluid samples from women who conceived versus the nonpregnant group, thus not allowing us to identify an immunological profile of a receptive endometrium. It is worth mentioning that uterine secretions were collected during the menstrual cycle which preceded the oocyte retrieval. Therefore, we cannot exclude that the uterine fluid collection and analysis in the same cycle of the embryo transfer might have resulted in different conclusions. However, robust evidence from the literature suggests that most data can generally be applied between subsequent cycles, owing to a low variability among cycles (Evans et al., 2018). We have to recognize that this further analysis was unrelated to the main study question and the results should be, however, interpreted with caution, given the small sample size.

It is possible that a number of limitations may have influenced the results obtained. Firstly, we cannot be sure that oral Vitamin D supplementation might be adequately provided at endometrial level and the broad range of timing of the single dose of Vitamin D supplementation might have influenced this. Although we failed to observe any effects in the endometrial tissue, previously we observed that significantly higher levels of Vitamin D in follicular fluid were associated with different expression of 44 genes in the granulosa cells of supplemented patients compared with the placebo group (Makieva et al., 2021). Secondly, we cannot exclude that Vitamin D acts on the uterine environment without an impact as cytokine and chemokine pattern modulator. Thirdly, the sample size could be a limitation. The reason for the unequal sample size between the groups has to be attributed to the researchers’ blindness of the treatment received by the patients (as subgroups of a randomized double-blinded clinical trial). In this context, a blinded approach should be considered a strength rather than a limitation of the study. Conversely, a type II error might result from the small sample size. However, we calculated the sample size based on previous assumptions for two cytokines from two previous studies (Tavakoli et al., 2011; Rajaei et al., 2012). This allowed us to calculate the greatest difference that we can foresee from our data, but smaller differences cannot be excluded.

Conclusion

In conclusion, this in vivo study has explored the impact of preconception oral Vitamin D supplementation on the uterine milieu in infertile women, in particular on chemokine/cytokine levels in uterine fluid. We found no significant differences in the endometrial secretome profile between women undergoing ART cycles who did or did not receive a single high dose of oral Vitamin D. Nonetheless, more studies are needed to investigate whether other doses and durations (modalities) of supplementation may result in different outcomes.

Supplementary data

Supplementary data are available at Human Reproduction Open online.

Data availability

The datasets analyzed during the current study are available from the corresponding author.

Authors’ roles

Study design: G.C.C. and M.R.; Data and sample collection: G.C.C., V.S., and S.S.; Experimental Assay: M.-P.P., L.L. and F.L.; Data analysis and interpretations: G.C.C., E.G., M.R., A.C. and P.V.; Drafting the manuscript: G.C.C. and P.V. All the above authors revised and approved the manuscript and take responsibility for the integrity of the data.

Funding

The proposed research has been awarded a grant from the Italian Ministry of Health following peer review in the competitive ‘Bando di Ricerca Finalizzata e Giovani Ricercatori 2013’ with reference code RF-2013-02358757. The funding body has no role in the design of the study and collection, analysis and interpretation of data and in writing the manuscript. A contractual agreement with the financial body is available on request.

Conflict of interest

The authors declare that they have no conflict of interest.

Supplementary Material

hoac017_Supplementary_Data

Contributor Information

Greta Chiara Cermisoni, Reproductive Sciences Laboratory, Obstetrics and Gynaecology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.

Marco Reschini, Infertility Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy.

Marie-Pierre Piccinni, Department of Experimental and Clinical Medicine and Center of Excellence for Research, Transfer and High Education DENOTHE, University of Florence, Florence, Italy.

Letizia Lombardelli, Department of Experimental and Clinical Medicine and Center of Excellence for Research, Transfer and High Education DENOTHE, University of Florence, Florence, Italy.

Federica Logiodice, Department of Experimental and Clinical Medicine and Center of Excellence for Research, Transfer and High Education DENOTHE, University of Florence, Florence, Italy.

Veronica Sarais, Obstetrics and Gynaecology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.

Elisa Giacomini, Reproductive Sciences Laboratory, Obstetrics and Gynaecology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.

Simona Signorelli, Obstetrics and Gynaecology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.

Anna Cecchele, Infertility Unit, Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy.

Paola Viganò, Infertility Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy.

References

  1. Abedi S, Taebi M, Nasr Esfahani MH.  Effect of vitamin D supplementation on intracytoplasmic sperm injection outcomes: a randomized double-blind placebo-controlled trial. Int J Fertil Steril  2019;13:18–23. [DOI] [PMC free article] [PubMed] [Google Scholar]
  2. Asadi M, Matin N, Frootan M, Mohamadpour J, Qorbani M, Tanha FD.  Vitamin D improves endometrial thickness in PCOS women who need intrauterine insemination: a randomized double-blind placebo-controlled trial. Arch Gynecol Obstet  2014;289:865–870. [DOI] [PubMed] [Google Scholar]
  3. Boomsma CM, Kavelaars A, Eijkemans MJ, Amarouchi K, Teklenburg G, Gutknecht D, Fauser BJ, Heijnen CJ, Macklon NS.  Cytokine profiling in endometrial secretions: a non-invasive window on endometrial receptivity. Reprod Biomed Online  2009;18:85–94. [DOI] [PubMed] [Google Scholar]
  4. Brosens JJ, Salker MS, Teklenburg G, Nautiyal J, Salter S, Lucas ES, Steel JH, Christian M, Chan YW, Boomsma CM  et al.  Uterine selection of human embryos at implantation. Sci Rep  2014;4:3894. [DOI] [PMC free article] [PubMed] [Google Scholar]
  5. Cermisoni GC, Alteri A, Corti L, Rabellotti E, Papaleo E, Viganò P, Sanchez AM.  Vitamin D and endometrium: a systematic review of a neglected area of research. Int J Mol Sci  2018;19:2320. [DOI] [PMC free article] [PubMed] [Google Scholar]
  6. Chen X, Diao L, Lian R, Qi L, Yu S, Liu S, Lin S, Xue Z, Zeng Y.  Potential impact of maternal vitamin D status on peripheral blood and endometrium cellular immunity in women with recurrent implantation failure. Am J Reprod Immunol  2020;84:e13243. [DOI] [PubMed] [Google Scholar]
  7. Chu J, Gallos I, Tobias A, Tan B, Eapen A, Coomarasamy A.  Vitamin D and assisted reproductive treatment outcome: a systematic review and meta-analysis. Hum Reprod  2018;33:65–80. [DOI] [PubMed] [Google Scholar]
  8. Cozzolino M, Busnelli A, Pellegrini L, Riviello E, Vitagliano A.  How vitamin D level influences in vitro fertilization outcomes: results of a systematic review and meta-analysis. Fertil Steril  2020;114:1014–1025. [DOI] [PubMed] [Google Scholar]
  9. D’Ippolito S, Di Nicuolo F, Pontecorvi A, Gratta M, Scambia G, Di Simone N.  Endometrial microbes and microbiome: Recent insights on the inflammatory and immune “players” of the human endometrium. Am J Reprod Immunol  2018;80:e13065. [DOI] [PubMed] [Google Scholar]
  10. Dekel N, Gnainsky Y, Granot I, Racicot K, Mor G.  The role of inflammation for a successful implantation. Am J Reprod Immunol  2014;72:141–147. [DOI] [PMC free article] [PubMed] [Google Scholar]
  11. Evans GE, Phillipson GTM, Sykes PH, McNoe LA, Print CG, Evans JJ.  Does the endometrial gene expression of fertile women vary within and between cycles?  Hum Reprod  2018;33:452–463. [DOI] [PubMed] [Google Scholar]
  12. Faulisi S, Reschini M, Borroni R, Paffoni A, Busnelli A, Somigliana E.  Clinical value of basal serum progesterone prior to initiate ovarian hyper-stimulation with GnRH antagonists: a retrospective cohort study. Gynecol Obstet Invest  2017;82:175–180. [DOI] [PubMed] [Google Scholar]
  13. Fichera M, Török P, Tesarik J, Della Corte L, Rizzo G, Garzon S, Carlea A, Di Angelo AS, Zito G, Panella MM.  Vitamin D, reproductive disorders and assisted reproduction: evidences and perspectives. Int J Food Sci Nutr  2020;71:276–285. [DOI] [PubMed] [Google Scholar]
  14. Franasiak JM, Scott RT.  Contribution of immunology to implantation failure of euploid embryos. Fertil Steril  2017;107:1279–1283. [DOI] [PubMed] [Google Scholar]
  15. Ghanavatinejad A, Rashidi N, Mirahmadian M, Rezania S, Mosalaei M, Ghasemi J, Zarnani AH.  Vitamin D3 controls TLR4- and TLR2-mediated inflammatory responses of endometrial cells. Gynecol Obstet Invest  2021;86:139–148. [DOI] [PubMed] [Google Scholar]
  16. Giacomini E, Alleva E, Fornelli G, Quartucci A, Privitera L, Vanni VS, Viganò P.  Embryonic extracellular vesicles as informers to the immune cells at the maternal-fetal interface. Clin Exp Immunol  2019;198:15–23. [DOI] [PMC free article] [PubMed] [Google Scholar]
  17. Ikemoto Y, Kuroda K, Nakagawa K, Ochiai A, Ozaki R, Murakami K, Jinushi M, Matsumoto A, Sugiyama R, Takeda S.  Vitamin D regulates maternal T-helper cytokine production in infertile women. Nutrients  2018;10:902. [DOI] [PMC free article] [PubMed] [Google Scholar]
  18. Irani M, Merhi Z.  Role of vitamin D in ovarian physiology and its implication in reproduction: a systematic review. Fertil Steril  2014;102:460–468. [DOI] [PubMed] [Google Scholar]
  19. Lédée N, Petitbarat M, Prat-Ellenberg L, Dray G, Cassuto GN, Chevrier L, Kazhalawi A, Vezmar K, Chaouat G.  The uterine immune profile: a method for individualizing the management of women who have failed to implant an embryo after IVF/ICSI. J Reprod Immunol  2020;142:103207. [DOI] [PubMed] [Google Scholar]
  20. Lombardelli L, Aguerre-Girr M, Logiodice F, Kullolli O, Casart Y, Polgar B, Berrebi A, Romagnani S, Maggi E, Le Bouteiller P  et al.  HLA-G5 induces IL-4 secretion critical for successful pregnancy through differential expression of ILT2 receptor on decidual CD4+ T cells and macrophages. J Immunol  2013;191:3651–3662. [DOI] [PubMed] [Google Scholar]
  21. Makieva S, Reschini M, Ferrari S, Bonesi F, Polledri E, Fustinoni S, Restelli L, Sarais V, Somigliana E, Vigano P.  Oral vitamin D supplementation impacts gene expression in granulosa cells in women undergoing IVF. Hum Reprod  2021;36:130–144. [DOI] [PubMed] [Google Scholar]
  22. Mekinian A, Cohen J, Alijotas-Reig J, Carbillon L, Nicaise-Roland P, Kayem G, Daraï E, Fain O, Bornes M.  Unexplained recurrent miscarriage and recurrent implantation failure: is there a place for immunomodulation?  Am J Reprod Immunol  2016;76:8–28. [DOI] [PubMed] [Google Scholar]
  23. Paffoni A, Somigliana E, Sarais V, Ferrari S, Reschini M, Makieva S, Papaleo E, Viganò P.  Effect of vitamin D supplementation on assisted reproduction technology (ART) outcomes and underlying biological mechanisms: protocol of a randomized clinical controlled trial. The “supplementation of vitamin D and reproductive outcome” (SUNDRO) study. BMC Pregnancy Childbirth  2019;19:395. [DOI] [PMC free article] [PubMed] [Google Scholar]
  24. Papaleo E, Pagliardini L, Vanni VS, Delprato D, Rubino P, Candiani M, Viganò P.  A direct healthcare cost analysis of the cryopreserved versus fresh transfer policy at the blastocyst stage. Reprod Biomed Online  2017;34:19–26. [DOI] [PubMed] [Google Scholar]
  25. Pawlowska E, Wysokinski D, Blasiak J.  Nucleotide excision repair and vitamin D–relevance for skin cancer therapy. Int J Mol Sci  2016;17:372. [DOI] [PMC free article] [PubMed] [Google Scholar]
  26. Pilz S, Zittermann A, Obeid R, Hahn A, Pludowski P, Trummer C, Lerchbaum E, Pérez-López FR, Karras SN, März W.  The role of vitamin D in fertility and during pregnancy and lactation: a review of clinical data. Int J Environ Res Public Health  2018;15:2241. [DOI] [PMC free article] [PubMed] [Google Scholar]
  27. Polyzos NP, Anckaert E, Guzman L, Schiettecatte J, Van Landuyt L, Camus M, Smitz J, Tournaye H.  Vitamin D deficiency and pregnancy rates in women undergoing single embryo, blastocyst stage, transfer (SET) for IVF/ICSI. Hum Reprod  2014;29:2032–2040. [DOI] [PubMed] [Google Scholar]
  28. Rajaei S, Mirahmadian M, Jeddi-Tehrani M, Tavakoli M, Zonoobi M, Dabbagh A, Zarnani AH.  Effect of 1,25(OH)2 vitamin D3 on cytokine production by endometrial cells of women with repeated implantation failure. Gynecol Endocrinol  2012;28:906–911. [DOI] [PubMed] [Google Scholar]
  29. Rajaei S, Zarnani AH, Jeddi-Tehrani M, Tavakoli M, Mohammadzadeh A, Dabbagh A, Mirahmadian M.  Cytokine profile in the endometrium of normal fertile and women with repeated implantation failure. Iran J Immunol  2011;8:201–208. [PubMed] [Google Scholar]
  30. Ross AC, Manson JE, Abrams SA, Aloia JF, Brannon PM, Clinton SK, Durazo-Arvizu RA, Gallagher JC, Gallo RL, Jones G  et al.  The 2011 dietary reference intakes for calcium and vitamin D: what dietetics practitioners need to know. J Am Diet Assoc  2011;111:524–527. [DOI] [PubMed] [Google Scholar]
  31. Rudick BJ, Ingles SA, Chung K, Stanczyk FZ, Paulson RJ, Bendikson KA.  Influence of vitamin D levels on in vitro fertilization outcomes in donor-recipient cycles. Fertil Steril  2014;101:447–452. [DOI] [PubMed] [Google Scholar]
  32. Somigliana E, Sarais V, Reschini M, Ferrari S, Makieva S, Cermisoni GC, Paffoni A, Papaleo E, Vigano P.  Single oral dose of vitamin D(3) supplementation prior to in vitro fertilization and embryo transfer in normal weight women: the SUNDRO randomized controlled trial. Am J Obstet Gynecol  2021;225:283.e1–283.e10. [DOI] [PubMed] [Google Scholar]
  33. Taima A, Fukui A, Yamaya A, Yokota M, Fukuhara R, Yokoyama Y.  A semen-based stimulation method to analyze cytokine production by uterine CD56bright natural killer cells in women with recurrent pregnancy loss. J Reprod Immunol  2020;142:103206. [DOI] [PubMed] [Google Scholar]
  34. Tavakoli M, Jeddi-Tehrani M, Salek-Moghaddam A, Rajaei S, Mohammadzadeh A, Sheikhhasani S, Kazemi-Sefat GE, Zarnani AH.  Effects of 1,25(OH)2 vitamin D3 on cytokine production by endometrial cells of women with recurrent spontaneous abortion. Fertil Steril  2011;96:751–757. [DOI] [PubMed] [Google Scholar]
  35. Viganò P, Alteri A, Busnelli A, Vanni VS, Somigliana E.  Frozen IVF cycles to circumvent the hormonal storm on endometrium. Trends Endocrinol Metab  2020;31:296–307. [DOI] [PubMed] [Google Scholar]
  36. Viganò P, Lattuada D, Mangioni S, Ermellino L, Vignali M, Caporizzo E, Panina-Bordignon P, Besozzi M, Di Blasio AM.  Cycling and early pregnant endometrium as a site of regulated expression of the vitamin D system. J Mol Endocrinol  2006;36:415–424. [DOI] [PubMed] [Google Scholar]
  37. Zhao JD, Jia JJ, Dong PS, Zhao D, Yang XM, Li DL, Zhang HF.  Effect of vitamin D on ventricular remodelling in heart failure: a meta-analysis of randomised controlled trials. BMJ Open  2018;8:e020545. [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

hoac017_Supplementary_Data

Data Availability Statement

The datasets analyzed during the current study are available from the corresponding author.


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