Abstract
Aims
To measure total 25-hydroxyvitamin D levels in women in mid-pregnancy who participated in the Belfast centre of the Hyperglycaemia and Adverse Pregnancy Outcome (HAPO) observational study, and to investigate the associations between levels of 25-hydroxyvitamin D and markers of gestational diabetes mellitus and lipid biomarkers.
Methods
A total of 1585 pregnant women had serum samples available for measurement. Participants were recruited from the Royal Jubilee Maternity Hospital, Belfast, Northern Ireland, at 24–32 weeks' gestation, as part of the HAPO study. 25-hydroxyvitamin D concentrations were measured using liquid chromatography tandem mass spectrometry. Glucose, C-peptide and lipid levels were previously analysed in a central laboratory. Statistical analysis was performed.
Results
The median (interquartile range) 25-hydroxyvitamin D concentration during pregnancy was 38.6 (24.1–60.7) nmol/l, with 65.8% of women being vitamin D-deficient (≤50 nmol/l). In regression analysis, the association between maternal 25-hydroxyvitamin D and fasting plasma glucose levels approached significance [regression coefficient −0.017 (95% CI −0.034 to 0.001); P=0.06], and a significant positive association was observed between maternal 25-hydroxyvitamin D and β-cell function [1.013 (95% CI 1.001 to 1.024); P=0.031]. Maternal 25-hydroxyvitamin D level was positively associated with HDL [0.047 (95% CI 0.021 to 0.073) P≤ 0.001] and total cholesterol [0.085 (95% CI 0.002 to 0.167); P=0.044] in regression analysis.
Conclusions
These results indicate a high prevalence of vitamin D deficiency during pregnancy, which requires identification and treatment; however, only weak associations were observed between 25-hydroxyvitamin D level and markers of glucose and insulin metabolism. This would suggest that these are of doubtful clinical significance.
Introduction
Vitamin D sufficiency during pregnancy is of the utmost importance because vitamin D diffuses across the placenta and is transferred to the neonate; as a result, maternal deficiency will translate into neonatal deficiency [1]. A systematic review of the global prevalence of deficiency (defined as < 50 nmol/l) in pregnant women found that vitamin D deficiency varied greatly across Europe, with incidence rates ranging from 18% to 90% [2]. At present, there is a lack of data on vitamin D status in large cohorts of healthy pregnant women in Northern Ireland; this makes it difficult to develop recommendations for achieving optimal 25-hydroxyvitamin D (25OHD) status in pregnancy.
Pregnancy is associated with altered glucose metabolism, an increase in insulin resistance and a decrease in insulin sensitivity, and changes in lipid metabolism [3]. The regular function of vitamin D is to maintain calcium-phosphate homeostasis [4]; however, there is increasing evidence of a possible beneficial impact of vitamin D sufficiency on glycaemia in pregnancy [5,6]. Gestational diabetes mellitus (GDM) is defined as glucose intolerance with onset or first recognition during pregnancy, as a result of pregnancy-associated insulin resistance and impaired insulin secretion. It occurs in ~2–13% of all pregnancies, depending on the diagnostic criteria and the population being studied [7,8]. Women with GDM have an increased risk of adverse pregnancy outcomes and subsequent Type 2 diabetes after pregnancy [7]. A recent meta-analyses of observational studies reported that vitamin D deficiency was associated with a significant increased risk of the development of GDM [6,9]; however, a meta-analysis of randomized controlled trials found no difference in the incidence of GDM among women in the control group vs a vitamin D supplement group [10]. The impact of vitamin D deficiency on GDM needs clarification because treatment with 25OHD potentially offers an inexpensive way to reduce the frequency of GDM.
The aim of the present study was to measure 25OHD2/D3 and dietary vitamin D in the cohort of pregnant women in the Belfast Centre of the Hyperglycaemia and Adverse Pregnancy Outcome (HAPO), at 24–32 weeks' gestation, and to investigate the association of 25OHD with markers of glucose, insulin resistance, β-cell function and lipid levels in these women.
Participants and methods
Details of the methodology of the HAPO study have been published elsewhere [11,12]. Briefly, the HAPO study was a 15-centre multicultural and multinational study designed to examine the association between maternal hyperglycaemia and adverse pregnancy outcomes in women with singleton pregnancies whose results on an oral glucose tolerance test (OGTT) were below the thresholds for diabetes. All pregnant women at a given centre were eligible to participate. Each participant underwent a standard 75-g OGTT at between 24 and 32 weeks' gestation (optimal: 28 weeks), with sampling of fasting plasma glucose and at 1 h and 2 h (glucose assays: Vitros 750; Ortho-Clinical Diagnostics, Raritan, NJ, USA; interassay coefficient of variation 4.4%). The OGTT results were blinded to the clinician responsible for the care of the pregnant woman unless the fasting plasma glucose level exceeded 5.8 mmol/l or the 2-h post-load level exceeded 11.1 mmol/l. Additional blood samples were collected concurrently for storage and future biomarker analysis.
Maternal height, weight and blood pressure were measured at the time of the OGTT and data concerning maternal smoking habits and alcohol use were collected using a standardized questionnaire at this visit. In addition, participants completed a semi-quantitative validated food frequency questionnaire (FFQ) at the time of the OGTT, which was used to assess usual dietary intake [13]. Mean dietary vitamin D intake was calculated from the FFQ using the nutritional software package Q-Builder (Questionnaire Design System), version 2.0 (Tinuviel Software, Anglesey, UK), which uses UK food composition tables to quantify nutrient intakes. Quantification of dietary intake of vitamin D was based on food sources alone, as the FFQ was not designed to ascertain the quantification of vitamin D entering the diet via food fortification or vitamin supplementation.
Levels of 25OHD2/D3 were measured in serum using a liquid chromatography tandem-mass spectrometry (LC-MS/MS) method (Waters® Xevo TQ-S® and ACQUITY UPLC; Waters, Elstree, UK). The inter-assay coefficients of variation of the method for 25OHD2 and 25OHD3 were 4.4% and 3.4% at concentration 16.1 nmol/l, respectively, while the intra-assay coefficients of variation were 2.7% and 2.3%, respectively. The quality and accuracy of serum 25OHD analysis using the LC-MS/MS method in our laboratory was monitored on an ongoing basis through participation in the Vitamin D External Quality Assessment Scheme (Charing Cross Hospital). C-peptide level was measured only in non-haemolysed samples using a two-way immunometric assay on an Autodelfia instrument (Waltham, MA, USA). Lipids were also measured on the Cobas C8000 analyser using the enzymatic colorimetric method. The intra-assay coefficients of variation for all lipids were <2.5%, and the inter-assay coefficients of variation for all lipids were <2.8%. LDL cholesterol level was derived using the Friedewald equation if triglyceride levels did not exceed 4.52 mmol/l. Homeostatic model assessment (HOMA) of insulin resistance and β-cell function (HOMA-IR and HOMA-β, respectively) were calculated using the HOMA2 calculator [14]. C-peptide was used in the calculation of HOMA-IR and HOMA-β as opposed to insulin as it is more stable because of haemolysis. In addition, in a previous publication based on the HAPO study, C-peptide level was used in the HOMA calculations [15].
Overall, 23 316 blinded participants successfully completed the HAPO study. Of the 1677 participants at the Belfast centre, 37 were excluded from the study because of OGTT glucose levels exceeding predefined thresholds, leading to unblinding of the caregivers and treatment of the participants (n=1640, 98%). A further 28 women who were of non-white European ethnicity were also excluded because of the relationship between GDM and ethnicity [16]; this resulted in 1612 women (96%) in the cohort being available for study. Serological samples for the measurement of vitamin D were available for 1585 women.
Written informed consent was obtained from all study participants. Ethical approval was obtained from the relevant ethics committee and the research adhered to the tenets of the Declaration of Helsinki.
Statistical analysis
Statistical analysis was carried out using -spss version 21 (IBM Corp, Armonk, NY, USA). Variables were examined using normality plots and serum 25OHD level, serum triglyceride level, HOMA-IR and HOMA-β were logarithmically transformed to the base 2 as their distributions were positively skewed. The season during which the maternal OGTT was performed was defined as winter/spring (December, January, February, March, April, May) or summer/autumn (June, July, August, September, October, November). Total 25OHD comprised 25OHD2 and 25OHD3, of which 25OHD3 was the main constituent. Vitamin D deficiency in this cohort was defined as ≤ 50 nmol/l as per Institute of Medicine guidelines [17].
Descriptive statistics are presented for the cohort’s continuous demographic and biochemical variables; mean ± sd values are given for normally distributed variables and median and interquartile range for non-normally distributed variables, and n (%) values are used to describe the cohort’s categorical variables.
Independent sample t-tests and chi-squared tests were used to compare participants who were vitamin D-deficient and -sufficient for continuous and categorical variables, respectively. The results are presented as mean ± sd for normally distributed variables and geometric mean ± sd for log-transformed variables. Pearson correlation coefficients were used to assess the association between total 25OHD concentrations and continuous variables.
Multiple linear regression analysis was used to determine if circulating total 25OHD levels had an independent association with maternal fasting, 1-h and 2-h plasma glucose, HOMA-IR, HOMA-β, total cholesterol, LDL cholesterol, HDL cholesterol and triglycerides, after controlling for confounding variables. Binary logistic regression was performed to determine if maternal total 25OHD level had an independent association with GDM (as defined by the 2013, International Association of the Diabetes and Pregnancy Study Groups/WHO criteria [18].
Variables included in the multiple regression analysis were chosen based on previous literature and prior bivariate results from this cohort. Maternal age at OGTT, maternal height, BMI at OGTT, gestational age at OGTT, smoking during pregnancy and family history of diabetes were identified based on similar literature and analysis [5,19]. In addition, season of sampling and maternal education (years of education) were also included as a result of bivariate analysis. Regression coefficients were back-transformed if the dependent variable was log-transformed. A P value ≤0.05 was considered statistically significant.
Results
Table 1 shows the clinical and biochemical characteristics of the pregnant women in the Belfast HAPO study. The mean ± sd age (n=1585) and BMI (n=1584) at the OGTT were 29.7 ± 5.5 years and 28.3 ± 4.6 kg/m2, respectively. The women underwent blood testing at a mean ± sd of 29.0 ± 1.2 weeks' gestation (n=1585). The prevalence of cigarette smoking and alcohol consumption was relatively high (24.1% and 26.9%, respectively). Fasting, 1-h and 2-h mean ± sd plasma glucose levels were 4.6 ± 0.3 mmol/l (n=1585), 7.4 ± 1.6 mmol/l (n=1584) and 6.0 ± 1.1 mmol/l (n=1585), respectively.
Table 1.
Clinical and biochemical characteristics of pregnant women in the Belfast centre of the HAPO study at an average of 28 weeks' gestation
| Characteristic | N | Range | Mean ± sd |
|---|---|---|---|
|
| |||
| Age, years | 1585 | 18.1 to 43.3 | 29.7±5.5 |
| Weight, kg | 1584 | 46.9 to 137.3 | 74.9 ±12.7 |
| Height, cm | 1585 | 139.8 to 183.1 | 162.9±6.2 |
| BMI at OGTT, kg/m2 | 1584 | 18.1 to 50.3 | 28.3±4.6 |
| Gestation, weeks | 1585 | 23.9 to 33.1 | 29.0±1.2 |
| Education, years | 1574 | 10 to 27 | 15 ± 3 |
| Fasting plasma glucose, mmol/l | 1585 | 3.6 to 5.8 | 4.6±0.3 |
| 1-h OGTT plasma glucose, mmol/l | 1584 | 2.8 to 13.2 | 7.4±1.6 |
| 2-h OGTT plasma glucose, mmol/l | 1585 | 2.4 to 10.2 | 6.0±1.1 |
| HOMA-IR* | 1569 | 0.4 to 5.0 | 1.3 (1.1 to 1.8) |
| HOMA-β* | 1569 | 61.3 to 379.6 | 141.9 (123.7 to 163.9) |
| Cholesterol, mmol/l | 1480 | 0.05 to 11.9 | 6.5±1.4 |
| HDL cholesterol, mmol/l | 1480 | 0.4 to 3.3 | 1.7±0.4 |
| LDL cholesterol, mmol/l | 1454 | 0.6 to 9.4 | 3.8±1.2 |
| Triglycerides*, mmol/l | 1480 | 0.4 to 6.1 | 2.1 (1.7 to 2.6) |
| Total 25OHD*, mmol/l | 1585 | 3.1 to 266.1 | 38.6 (24.1 to 60.7) |
| 3-epi-25OHD3, nmol/l | 1512 | 2.7 to 20.0 | 2.9±1.9 |
| Dietary vitamin D, µg/day | 1541 | 0.0 to 29.8 | 3.3 ± 2.5 |
| n/N (%) | |||
| Ethnicity | - | - | |
| White European | 1585/1585 (100) | ||
| Smoker in pregnancy | - | - | |
| Yes | 382/1585 (24.1) | ||
| Alcohol use in pregnancy | - | - | |
| Yes | 426/1585 (26.9) | ||
| Season of sampling | |||
| Summer and Autumn | 813/1585 (51.3) | - | - |
| Winter and Spring | 772/1585 (48.7) | ||
| Family history of diabetes | - | - | |
| Yes | 253/1574 (1.6) | ||
| Diagnosis of GDM | |||
| Yes | 243/1585 (15.3) | - | - |
| Vitamin D deficiency (≤50 nmol/l) | 1043/1585 (65.8) | - | - |
25OHD, 25-hydroxyvitamin D; GDM, gestational diabetes mellitus; HOMA-IR, homeostatic model assessment of insulin resistance; HOMA-β, homeostatic model assessment of β-cell function.
Reported as median and interquartile range.
GDM defined retrospectively according to International Association of the Diabetes and Pregnancy Study Groups/WHO criteria.
The median (interquartile range) maternal 25OHD concentration was 38.6 (24.1–60.7) nmol/l (n=1585). No 3-epi-25OHD2 was detectable in any of the samples. Mean 3-epi-25OHD3 levels were low [2.9 ± 1.9 nmol/l (n=1512)] and present in 95% of all participants sampled. Dietary vitamin D from diet alone was low [3.3 ± 2.5 µg/day (n=1541)]; however, it should be noted that the FFQ used in the Belfast HAPO study was not designed to quantify vitamin supplementation or fortified food use. The prevalence of vitamin D deficiency was high, with 65.8% of women having 25OHD levels ≤50 nmol/l.
Table 2 shows the clinical and biochemical characteristics according to vitamin D deficiency (≤50 nmol/l vs >50 nmol/l). A significantly higher proportion of smokers during pregnancy were vitamin D-deficient (P≤0.001). There was also statistically significant evidence of seasonal variation. A higher proportion of women who were sufficient in vitamin D were sampled in summer and autumn, whereas, a higher percentage of women deficient in vitamin D were sampled in winter and spring (P≤ 0.001). Women who were vitamin D-deficient were more likely to be younger and have a higher BMI than women who were vitamin D-sufficient. Women with vitamin D deficiency had significantly fewer years in education compared with those who were vitamin D-sufficient. No statistically significant differences were observed between women who were vitamin D-deficient or -sufficient in terms of markers of glucose and insulin metabolism. No statistically significant differences in women diagnosed with GDM were observed for those who were vitamin D-deficient and -sufficient (Table 2). In addition, when 25OHD was expressed as a continuous variable, no statistically significant difference was observed between those diagnosed with and without GDM [36.9 ± 1.9 and 37.8±2.0 nmol/l, respectively; P=0.61 (data not shown)].
Table 2.
Comparison of clinical and biochemical characteristics of pregnant women in the Belfast centre of the HAPO study at an average of 28 weeks' gestation according to maternal vitamin D-deficient and -sufficient serum concentrations
| Variable | Serum vitamin D ≤50 nmol/l | Serum vitamin D >50 nmol/l |
P |
|---|---|---|---|
|
| |||
| Age, years | 29.4 ± 5.6 | 30.1 ± 5.2 | 0.03 |
| Weight, kg | 75.4 ± 13.3 | 74.1 ± 11.5 | 0.05 |
| Height, cm | 162.8 ± 6.4 | 163.1 ± 6.0 | 0.42 |
| BMI at OGTT, kg/m2 | 28.5 ± 4.8 | 27.9 ± 4.0 | 0.01 |
| Gestation, weeks | 29.1 ± 1.3 | 29.0 ± 1.2 | 0.23 |
| Smoker in pregnancy, n (%) | |||
| Yes | 296 (28.4%) | 86 (15.9%) | ≤0.001 |
| No | 747 (71.6%) | 456 (84.1%) | |
| Alcohol use in pregnancy, n (%) | |||
| Yes | 268 (25.7%) | 426 (29.2%) | 0.14 |
| No | 775 (74.3%) | 1159 (70.8%) | |
| Education, years | 14.7 ± 2.8 | 15.3 ± 2.9 | ≤0.001 |
| Season of sampling, n (%) | |||
| Summer and Autumn | 416 (39.9%) | 397 (73.2%) | ≤0.001 |
| Winter and Spring | 627 (60.1%) | 145 (26.8%) | |
| Family history of diabetes, n (%) | |||
| Yes | 167 (16.2%) | 86 (15.9%) | 0.87 |
| No | 865 (83.8%) | 456 (84.1%) | |
| Fasting plasma glucose, mmol/l | 4.6 ± 0.3 | 4.6 ± 0.3 | 0.07 |
| 1-h OGTT plasma glucose, mmol/l | 7.4 ± 1.6 | 7.4 ± 1.6 | 0.45 |
| 2-h OGTT plasma glucose, mmol/l | 6.0 ± 1.1 | 6.0 ± 1.2 | 0.56 |
| HOMA-IR | 1.4 ± 1.4 | 1.4± 1.4 | 0.22 |
| HOMA-β | 142.3 ± 1.3 | 141.9 ± 1.3 | 0.84 |
| Diagnosis of GDM, n (%) | |||
| Yes | 169 (16.2%) | 74 (13.7%) | 0.18 |
| No | 874 (83.8%) | 468 (86.3%) | |
| Cholesterol, mmol/l | 6.4 ± 1.4 | 6.6 ± 1.4 | 0.08 |
| HDL cholesterol, mmol/l | 1.6 ± 0.4 | 1.7 ± 0.4 | ≤0.001 |
| LDL cholesterol, mmol/l | 3.8 ± 1.2 | 3.9 ± 1.2 | 0.32 |
| Triglycerides, mmol/l | 2.1 ± 1.4 | 2.0 ± 1.4 | 0.71 |
| Total 25OHD, nmol/l | 28.7 ± 11.5 | 80.1 ± 26.2 | ≤0.001 |
| 3-epi-25OHD3, nmol/l | 2.0 ± 1.1 | 4.5 ± 2.2 | ≤0.001 |
| Dietary vitamin D, µg/day | 3.2 ± 2.3 | 3.5 ± 2.8 | 0.01 |
25OHD, 25-hydroxyvitamin D; GDM, gestational diabetes mellitus; HOMA-IR, homeostatic model assessment of insulin resistance; HOMA-β, homeostatic model assessment of β-cell function; OGTT, oral glucose tolerance test.
Values are expressed as mean ± sd unless otherwise indicated.
GDM defined retrospectively according to International Association of the Diabetes and Pregnancy Study Groups/WHO criteria.
Circulating levels of 25OHD were not significantly correlated with age, weight or height; however, 25OHD was significantly and positively correlated with length of education (P≤0.001). The association between 25OHD and BMI at OGTT approached significance [P=0.060 (data not shown)].
The adjusted analysis involving 25OHD levels and fasting plasma glucose approached significance [regression coefficient −0.017 (95% CI −0.034 to 0.001); P=0.06 (Table 3)]. No association was found between 1-h post OGTT glucose and 2-h post OGTT glucose and 25OHD levels. A weak significant positive association was observed between 25OHD and HOMA-β [1.013 (95% CI 1.001 to 1.024); P=0.031] in adjusted analysis. A doubling of maternal 25OHD levels was associated with ~1% higher HOMA-β. No corresponding association was observed between 25OHD and HOMA-IR. In keeping with these results, no association was observed between vitamin D and GDM.
Table 3.
Unadjusted and adjusted associations of maternal 25-hydroxyvitamin D at an average of 28 weeks' gestation with maternal glucose, β-cell function, insulin resistance and lipid markers
| Unadjusted | Adjusted† | ||||||
|---|---|---|---|---|---|---|---|
|
| |||||||
| Dependent variable | n | Coefficienta (95% CI) |
P | R2 | Coefficient* (95% CI) |
P | R2‡ |
| Fasting plasma glucose, mmol/l | 1562 | −0.019 (−0.036 to −0.002) | 0.028 | 0.00 | −0.017 (−0.034 to 0.001) | 0.06 | 0.13 |
| 1-h plasma glucose, mmol/l | 1561 | −0.008 (−0.091 to 0.075) | 0.85 | 0.00 | 0.036 (−0.051 to 0.124) | 0.42 | 0.09 |
| 2-h plasma glucose, mmol/l | 1562 | 0.022 (−0.037 to 0.082) | 0.46 | 0.00 | 0.020 (−0.042 to 0.083) | 0.52 | 0.09 |
| HOMA-β§ | 1546 | 1.006 (0.994 to 1.017) | 0.33 | 0.00 | 1.013 (1.001 to 1.024) | 0.031 | 0.21 |
| HOMA-IR§ | 1546 | 0.996 (0.977 to 1.015) | 0.69 | 0.00 | 1.007 (0.990 to 1.025) | 0.43 | 0.32 |
| GDM | 1562 | 0.963 (0.835 to 1.111) | 0.61 | 0.00 | 1.029 (0.872 to 1.216) | 0.85 | 0.11 |
| Triglycerides§, mmol/l | 1457 | 0.992 (0.973 to 1.011) | 0.40 | 0.00 | 1.015 (0.994 to 1.035) | 0.17 | 0.09 |
| Cholesterol, mmol/l | 1457 | 0.062 (−0.014 to 0.139) | 0.11 | 0.00 | 0.085 (0.002 to 0.167) | 0.044 | 0.04 |
| LDL cholesterol, mmol/l | 1431 | 0.012 (−0.053 to 0.077) | 0.72 | 0.00 | 0.023 (−0.047 to 0.093) | 0.52 | 0.04 |
| HDL cholesterol, mmol/l | 1457 | 0.053 (0.029 to 0.077) | <0.001 | 0.01 | 0.047 (0.021 to 0.073) | <0.001 | 0.06 |
25OHD, 25-hydroxyvitamin D; GDM, gestational diabetes mellitus; HOMA-IR, homeostatic model assessment of insulin resistance; HOMA-β, homeostatic model assessment of β-cell function; OGTT, oral glucose tolerance test.
Regression coefficients represent the additive effect on the dependent variable associated with a doubling in maternal serum 25OHD level.
Adjusted for season of sampling, maternal BMI at OGTT, maternal age, smoker during pregnancy, maternal education, maternal height, gestational age at OGTT and family history of diabetes as analysed by multiple linear regression.
R2 value represents the entire adjusted model.
Regression coefficient back transformed (2^ (regression coefficient) as a result of the dependent variable being log-transformed.
GDM defined retrospectively according to International Association of the Diabetes and Pregnancy Study Groups/WHO criteria
Weak significant positive associations were observed between vitamin D and both total cholesterol [0.085 (95% CI 0.002 to 0.167); P=0.044] and HDL cholesterol [0.047 (95% CI 0.021 to 0.073) P≤ 0.001] in adjusted analyses.
Discussion
The results of the present study showed a relatively high prevalence of vitamin D deficiency (65.8%) in a white European pregnant population in the northern hemisphere. This may be attributable to a seasonal effect as well as the low intake of dietary vitamin D. We found little association between total 25OHD and traditional markers of GDM during pregnancy. Total 25OHD was associated with HOMA-β but no corresponding relationship with HOMA-IR was observed. There was a weakly positive association between total 25OHD and both total cholesterol and HDL.
Vitamin D deficiency is a common disorder globally. A recent systematic review by Saraf et al. [2] found that vitamin D deficiency (<50 nmol/l) varied around the world. Deficiency was present in 42–72% of pregnant women in the Americas, 18–90% in Europe, 46% in the Eastern Mediterranean, 66–96% in South-East Asia and 41–97% in the Western Pacific region [1]. The level of total 25OHD in the present study was lower than that observed in a similar cohort of pregnant women in the southwest of England [the Avon Longitudinal Study of Parents and Children (ALSPAC) study (n=3960)], in whom a median (interquartile range) circulating 25OHD level in the third trimester of 67.4 (46.8 to 93.0) nmol/l was reported [20]. In addition, 34% of participants in that study had 25OHD levels <50 nmol/l in the third trimester [20]. It is conceivable that the higher levels of vitamin D in the ALSPAC study relates to the higher sunshine levels in the southwest of England, which receives 1750 hours of sunshine annually compared with 1450 hours of annual sunshine in Belfast [21]. This suggests there could be significant differences within the UK during pregnancy in terms of endogenous production of vitamin D3. In addition to the reduced production of vitamin D3 in the Belfast HAPO cohort, the dietary intake of vitamin D was low. This might be attributable to the low consumption of fish (oily fish in particular). Participants in the Belfast HAPO cohort on average failed to meet the recommended nutrient intake for vitamin D (10 µg/day) [22]; however, this could be explained by the lack of information on vitamin D derived from vitamin supplementation and fortified foods. Dietary vitamin D consumption was similar to that reported in the latest UK National Diet and Nutrition Survey [23], where the average dietary vitamin D intake was 3.4 µg/day. This, coupled with the seasonal effect observed in the present study, suggests that pregnant, white European women in Northern Ireland may benefit from enhanced dietary and supplementary strategies to increase 25OHD levels to an optimal level and that existing approaches are insufficient.
In the present study, the weak associations observed between 25OHD and glucose and insulin markers are consistent with the lack of a significant association between 25OHD and GDM. Similar results were reported by Whitelaw et al. [24], who used a similar method of 25OHD analysis to that used in the present study, in their study in 596 white Europeans in England. They observed that 66% of women were vitamin D-deficient (≤ 50 nmol/l), and found weak inverse associations between 25OHD and fasting plasma glucose.
A sub-group of the HAPO cohort at the Brisbane centre (n=399) performed a similar analysis to that of the present study, and on multivariate analysis found that 25OHD was significantly negatively associated with fasting plasma glucose [−0.047 (95% CI −0.084 to −0.010); P=0.012], but not with 1-h or 2-h plasma glucose. In addition, a significant correlation was observed between total 25OHD and HOMA-β (P=0.009) in bivariate analysis, but not with HOMA-IR. Participants in the Brisbane HAPO cohort, however, were vitamin D-sufficient (mean ± sd 25OHD level 132.5 ± 44.0 nmol/l), whereas, in the present study, the prevalence of vitamin D deficiency was 65.8% and mean 25OHD levels were <50 nmol/l. It was suggested by the authors of the Brisbane study that the association observed in their study would also exist in populations who were vitamin D-deficient [5]. Our results partially confirm their hypothesis as we found a significant association with HOMA-β, with no corresponding relationship with HOMA-IR in adjusted analysis. In addition, 25OHD had a borderline significant negative association with fasting plasma glucose; however, the associations found in the present study, were mostly weak compared with the Brisbane data. The present results are more consistent with those of Josefson et al. [25], who reported findings from a North American subset of the HAPO study (n=360), in which no significant associations were found between 25OHD and fasting plasma glucose or GDM among participants with a mean 25OHD concentration of 93 nmol/l. The two studies described above, together with the present study, all used a similar study protocol and laboratory methodology for 25OHD analysis, and they all employed the same diagnostic criteria for GDM, albeit with a spectrum of vitamin D concentrations. The inconsistent results from the three studies support the need for further research, however, and strengthen the case for a large-scale randomized contolled trial in pregnancy to clarify the role of 25OHD in the development of GDM.
The significant positive associations between 25OHD and total and HDL cholesterol could be a chance finding, although an increase in cholesterol levels during vitamin D deficiency is biologically plausible. For example, Al-Ajlan et al. [26] performed a cross-sectional observational study to examine the effect of vitamin D deficiency on the lipid metabolic profile of women in Saudi Arabia. They observed that serum vitamin D was positively associated with total serum cholesterol and triglyceride levels. The Saudi Arabian study population had a mean total 25OHD of 19 nmol/l. The authors suggested that the positive association between cholesterol and vitamin D was attributable to a combination of deficient vitamin D status with the high metabolic demands of pregnancy [26]. Replication of these findings in a general population would be helpful to establish if the association is true, and if there is a level of vitamin D sufficiency (i.e. > 50 or > 75 nmol/l) above which vitamin D is negatively associated with serum cholesterol. A possible association between vitamin D and cardiovascular disease is well documented in the literature [27–29]. The combination of elevated levels of serum LDL cholesterol and decreased levels of HDL cholesterol increase the risk of atherosclerosis, which leads to cardiovascular disease [30]; therefore, any dietary intervention that increases HDL and lowers LDL cholesterol could potentially improve cardiovascular health. It has been suggested that the association between HDL and 25OHD might be attributable to the stimulation of apolipoprotein A1 and/or apolipoprotein A5 by vitamin D3 [31];.however, this has yet to be confirmed. In a recent study it was observed that 25OHD was associated with lower HDL levels, and that HDL was associated with lower 25OHD levels, suggesting that the association between 25OHD and HDL is bidirectional [32]. It is possible that the positive association observed between 25OHD and HDL may simply be a marker of overall good health status. In addition, lipid metabolism is different during pregnancy, and the results from the present study may not be reflected in a general population. A number of reviews have been published on vitamin D and lipids in non-pregnant populations [33,34], and most of these found that 25OHD was positively associated with HDL and negatively associated with LDL cholesterol.
The present study has several limitations. The study population was 100% white European, and, given the variable rates of vitamin D requirements among different ethnic groups, the results cannot be applied to all population groups. Insulin resistance and β-cell function were estimated using the HOMA equations. These equations reflect only the fasting state and are less sensitive than direct measurements such as the hyperinsulinaemic-euglycaemic clamp. The BMI used in the HAPO study was measured at 24–32 weeks' gestation and it is possible that BMI at this stage in pregnancy may not be representative of the true BMI status of the mother. In addition, dietary intake was assessed using an FFQ, and not the 'gold standard' method of a food diary.
Strengths of the present study include the large number of participants studied, the rigorous nature of the research methodology of the HAPO study including the ability to control for an extensive number of confounding variables, the state-of-the-art measurement of maternal vitamin D and its metabolites and the homogeneity of the population.
In conclusion, this study shows that vitamin D deficiency and a low dietary vitamin D intake are common in a large group of pregnant women in Belfast, UK. Weak associations were observed between vitamin D and HOMA-β, while the association with fasting plasma glucose approached significance. Overall, these results suggest that vitamin D does not have a role in the development of GDM during pregnancy and are consistent with evolving data in the non-pregnant context [35,36]. The positive association of 25OHD and HDL merits further investigation to confirm the association and to explore possible biological mechanisms.
What's new?
This was a large-scale observational study reporting serum vitamin D concentrations in a pregnant population in Northern Ireland.
The study shows a high level of vitamin D deficiency in a white European cohort at 55°N.
The study suggests that vitamin D and glucose metabolism in pregnancy are not linked.
Acknowledgments
Funding sources
The HAPO study was funded by grants from the National Institute of Child Health and Human Development and the National Institute of Diabetes and Digestive and Kidney Diseases (RO1-HD34242 and RO1- HD34243) and Diabetes UK (RD04/ 0002756), which supported the enrolment and collection of data on participants.
Footnotes
Competing interests
None declared.
References
- 1.El Koumi MA, Ali YF, Abd El Rahman RN. Impact of maternal vitamin D status during pregnancy on neonatal vitamin D status. Turk J Pediatr. 2013;55:371–377. [PubMed] [Google Scholar]
- 2.Saraf R, Morton S, Camargo C, Grant C. Global sumary of maternal and newborn vitamin D status- a systematic review. Matern Child Nutr. 2016;12:647–668. doi: 10.1111/mcn.12210. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Walsh J, McGowan CA, Kilbane M, McKenna MJ, McAuliffe FM. The relationship between maternal and fetal vitamin D insulin resistance, and fetal growth. Reprod Sci. 2013;20:536–541. doi: 10.1177/1933719112459222. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Masuyama R. Role of local vitamin D signaling and cellular calcium transport system in bone homeostasis. J Bone Miner Metab. 2014;32:1–9. doi: 10.1007/s00774-013-0508-z. [DOI] [PubMed] [Google Scholar]
- 5.McLeod D, Warner J, Henman M, Cowley D, Gibbons K, McIntyre H. Associations of serum vitamin D concentrations with obstetric glucose metabolism in a subset of the Hyperglycemia and Adverse Pregnancy Outcome (HAPO) study cohort. Diabet Med. 2012;29:e199–204. doi: 10.1111/j.1464-5491.2011.03551.x. [DOI] [PubMed] [Google Scholar]
- 6.Zhang M-X, Pan G-T, Guo J-F, Li B-Y, Qin L-Q, Zhang Z-L. Vitamin D Deficiency Increases the Risk of Gestational Diabetes Mellitus: A Meta-Analysis of Observational Studies. Nutrients. 2015;7:8366–8375. doi: 10.3390/nu7105398. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.American Diabetes Association. Gestational diabetes mellitus. Diabetes Care. 2004;27:88–90. [Google Scholar]
- 8.International Association of Diabetes and Pregnancy Study Groups Consensus Panel. International Association of Diabetes and Pregnancy Study Groups recommendations on the Diagnosis and Classification of Hyperglycemia in Pregnancy. Diabetes Care. 2010;33:676–682. doi: 10.2337/dc09-1848. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Lu M, Xu Y, Lv L, Zhang M. Association between vitamin D status and the risk of gestational diabetes mellitus: a meta-analysis. Arch Gynecol Obstet. 2016;293:959–966. doi: 10.1007/s00404-016-4010-4. [DOI] [PubMed] [Google Scholar]
- 10.Pérez-López FR, Pasupuleti V, Mezones-Holguin E, Benites-Zapata VA, Thota P, Deshpande A, et al. Effect of vitamin D supplementation during pregnancy on maternal and neonatal outcomes: a systematic review and meta-analysis of randomized controlled trials. Fertil Steril. 2015;103:1278–1288. doi: 10.1016/j.fertnstert.2015.02.019. [DOI] [PubMed] [Google Scholar]
- 11.The Hapo Study Cooperative Research Group. The Hyperglycemia and Adverse Pregnancy Outcome (HAPO) Study. Int J Gynecol Obstet. 2002;78:69–77. doi: 10.1016/s0020-7292(02)00092-9. [DOI] [PubMed] [Google Scholar]
- 12.The Hapo Study Cooperative Research Group. Hyperglycemia and Adverse Pregnancy Outcomes. N Engl J Med. 2008;358:1991–2002. doi: 10.1056/NEJMoa0707943. [DOI] [PubMed] [Google Scholar]
- 13.Rogers I, Emmett P, Baker D, Golding J The ALSPAC Study Team. Financial difficulties, smoking habits, composition of the diet and birthweight in a population of pregnant women in the South West of England. Eur J Clin Nutr. 1998;52:251–260. doi: 10.1038/sj.ejcn.1600544. [DOI] [PubMed] [Google Scholar]
- 14.Levy J, Matthews D, Hermans M. Correct Homeostasis Model Assessment (HOMA) Evaluation Uses the Computer Program. Diabetes Care. 1998;21:2191–2192. doi: 10.2337/diacare.21.12.2191. [DOI] [PubMed] [Google Scholar]
- 15.Radaelli T, Farrell KA, Huston-Presley L, Amini SB, Kirwan JP, McIntyre HD, et al. Estimates of insulin sensitivity using glucose and C-peptide from the hyperglycemia and adverse pregnancy outcome glucose tolerance test. Diabetes Care. 2010;33:490–494. doi: 10.2337/dc09-1463. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Schwartz N, Nachum Z, Green MS. The prevalence of gestational diabetes mellitus recurrence - Effect of ethnicity and parity: A metaanalysis. Am J Obstet Gynecol. 2015;213:310–317. doi: 10.1016/j.ajog.2015.03.011. [DOI] [PubMed] [Google Scholar]
- 17.Institute of Medicine. Dietary Reference Intakes for Calcium and Vitamin D. Washington, D.C.: 2011. [Google Scholar]
- 18.World Health Organization. Diagnostic Criteria and Classification of Hyperglycaemia First Detected in Pregnancy. World Health Organization; Geneva: 2013. [PubMed] [Google Scholar]
- 19.Triunfo S, Lanzone A, Lindqvist PG. Low maternal circulating levels of vitamin D as potential determinant in the development of gestational diabetes mellitus. J Endocrinol Invest. 2017;40:1049–1059. doi: 10.1007/s40618-017-0696-9. [DOI] [PubMed] [Google Scholar]
- 20.Lawlor DA, Wills AK, Fraser A, Sayers A, Fraser WD, Tobias JH. Association of maternal vitamin D status during pregnancy with bone-mineral content in offspring: a prospective cohort study. Lancet. 2013;381:2176–2183. doi: 10.1016/S0140-6736(12)62203-X. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Met Office. Northern Ireland: climate; 2015. [Google Scholar]
- 22.Scientific Advisory Commitee on Nutrition. Vitamin D and Health. London: 2016. [Google Scholar]
- 23.Public Health England. National Diet and Nutrition Survey Results from Years 1, 2, 3 and 4 (combined) of the Rolling Programme (2008/2009 –2011/2012) Vol. 4. London: 2014. [Google Scholar]
- 24.Whitelaw DC, Scally AJ, Tuffnell DJ, Davies TJ, Fraser WD, Bhopal RS, et al. Associations of circulating calcium and 25-hydroxyvitamin D with glucose metabolism in pregnancy: a cross-sectional study in European and South Asian women. J Clin Endocrinol Metab. 2014;99:938–946. doi: 10.1210/jc.2013-2896. [DOI] [PubMed] [Google Scholar]
- 25.Josefson JL, Reisetter A, Scholtens DM, Price HE, Metzger BE, Langman CB, et al. Maternal BMI Associations with Maternal and Cord Blood Vitamin D Levels in a North American Subset of Hyperglycemia and Adverse Pregnancy Outcome (HAPO) Study Participants. PLoS One. 2016;11:e0150221. doi: 10.1371/journal.pone.0150221. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Al-Ajlan A, Krishnaswamy S, Alokail M, Aljohani N, Al-Serehi A, Sheshah E, et al. Vitamin D deficiency and dyslipidemia in early pregnancy. BMC Pregnancy Childbirth. 2015;15:314–321. doi: 10.1186/s12884-015-0751-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Cashman KD. A review of vitamin D status and CVD. Proc Nutr Soc. 2014;73:65–72. doi: 10.1017/S0029665113003595. [DOI] [PubMed] [Google Scholar]
- 28.Wang L, Song Y, Manson JE, Pilz S, März W, Michaëlsson K, et al. Circulating 25-hydroxy-vitamin D and risk of cardiovascular disease: a meta-analysis of prospective studies. Circulation. 2012;5:819–829. doi: 10.1161/CIRCOUTCOMES.112.967604. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Pilz S, Tomaschitz A, März W, Drechsler C, Ritz E, Zittermann A, et al. Vitamin D, cardiovascular disease and mortality. Clin Endocrinol (Oxf) 2011;75:575–584. doi: 10.1111/j.1365-2265.2011.04147.x. [DOI] [PubMed] [Google Scholar]
- 30.Bartels A, O’Donoghue K. Cholesterol in pregnancy: a review of knowns and unknowns. Obstet Med. 2011;4:147–151. doi: 10.1258/om.2011.110003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Shirts B, Howard M, Hasstedt S, Nanjee M, Knight S, Carlquist JF, et al. Vitamin D dependent effects of APOA5 polymorphisms on HDL cholesterol. Atherosclerosis. 2012;222:167–174. doi: 10.1016/j.atherosclerosis.2012.02.030. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Vitezova A, Voortman T, Zillikens MC, Jansen PW, Hofman A, Uitterlinden AG, et al. Bidirectional associations between circulating Vitamin D and cholesterol levels: The Rotterdam Study. Maturitas. 2015;82:411–417. doi: 10.1016/j.maturitas.2015.08.005. [DOI] [PubMed] [Google Scholar]
- 33.Jorde R, Grimnes G. Vitamin D and metabolic health with special reference to the effect of vitamin D on serum lipids. Prog Lipid Res. 2011;50:303–312. doi: 10.1016/j.plipres.2011.05.001. [DOI] [PubMed] [Google Scholar]
- 34.Zittermann A, Gummert JF, Börgermann J. The role of vitamin D in dyslipidemia and cardiovascular disease. Curr Pharm Des. 2011;17:933–942. doi: 10.2174/138161211795428786. [DOI] [PubMed] [Google Scholar]
- 35.Wallace IR, McKinley MC, McEvoy CT, Hamill LL, Ennis CN, McGinty A, et al. Serum 25-hydroxyvitamin D and insulin resistance in people at high risk of cardiovascular disease: a euglycaemic hyperinsulinaemic clamp study. Clin Endocrinol (Oxf) 2016;85:386–392. doi: 10.1111/cen.13100. [DOI] [PubMed] [Google Scholar]
- 36.Wallace H, Holmes L, Ennis C, Cardwell C, Woodside J, Young I, et al. The effect of vitamin D supplementation on insulin resistance in a pre-diabetic population:a double-blind randomised placebo controlled trial. Ir J Med Sci. 2016;185:S374. [Google Scholar]
