MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom.
Westlake Laboratory of Life Sciences and Biomedicine, Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, China.
PLoS Med. 2020 Oct 16;17(10):e1003394. doi: 10.1371/journal.pmed.1003394. eCollection 2020 Oct.
Prior research suggested a differential association of 25-hydroxyvitamin D (25(OH)D) metabolites with type 2 diabetes (T2D), with total 25(OH)D and 25(OH)D3 inversely associated with T2D, but the epimeric form (C3-epi-25(OH)D3) positively associated with T2D. Whether or not these observational associations are causal remains uncertain. We aimed to examine the potential causality of these associations using Mendelian randomisation (MR) analysis.
We performed a meta-analysis of genome-wide association studies for total 25(OH)D (N = 120,618), 25(OH)D3 (N = 40,562), and C3-epi-25(OH)D3 (N = 40,562) in participants of European descent (European Prospective Investigation into Cancer and Nutrition [EPIC]-InterAct study, EPIC-Norfolk study, EPIC-CVD study, Ely study, and the SUNLIGHT consortium). We identified genetic variants for MR analysis to investigate the causal association of the 25(OH)D metabolites with T2D (including 80,983 T2D cases and 842,909 non-cases). We also estimated the observational association of 25(OH)D metabolites with T2D by performing random effects meta-analysis of results from previous studies and results from the EPIC-InterAct study. We identified 10 genetic loci associated with total 25(OH)D, 7 loci associated with 25(OH)D3 and 3 loci associated with C3-epi-25(OH)D3. Based on the meta-analysis of observational studies, each 1-standard deviation (SD) higher level of 25(OH)D was associated with a 20% lower risk of T2D (relative risk [RR]: 0.80; 95% CI 0.77, 0.84; p < 0.001), but a genetically predicted 1-SD increase in 25(OH)D was not significantly associated with T2D (odds ratio [OR]: 0.96; 95% CI 0.89, 1.03; p = 0.23); this result was consistent across sensitivity analyses. In EPIC-InterAct, 25(OH)D3 (per 1-SD) was associated with a lower risk of T2D (RR: 0.81; 95% CI 0.77, 0.86; p < 0.001), while C3-epi-25(OH)D3 (above versus below lower limit of quantification) was positively associated with T2D (RR: 1.12; 95% CI 1.03, 1.22; p = 0.006), but neither 25(OH)D3 (OR: 0.97; 95% CI 0.93, 1.01; p = 0.14) nor C3-epi-25(OH)D3 (OR: 0.98; 95% CI 0.93, 1.04; p = 0.53) was causally associated with T2D risk in the MR analysis. Main limitations include the lack of a non-linear MR analysis and of the generalisability of the current findings from European populations to other populations of different ethnicities.
Our study found discordant associations of biochemically measured and genetically predicted differences in blood 25(OH)D with T2D risk. The findings based on MR analysis in a large sample of European ancestry do not support a causal association of total 25(OH)D or 25(OH)D metabolites with T2D and argue against the use of vitamin D supplementation for the prevention of T2D.
先前的研究表明,25-羟维生素 D(25(OH)D)代谢物与 2 型糖尿病(T2D)之间存在差异关联,总 25(OH)D 和 25(OH)D3 与 T2D 呈负相关,而差向异构体形式(C3-epi-25(OH)D3)与 T2D 呈正相关。这些观察性关联是否具有因果关系尚不确定。我们旨在使用孟德尔随机化(MR)分析来检验这些关联的潜在因果关系。
我们对欧洲血统的参与者进行了全基因组关联研究的荟萃分析,包括总 25(OH)D(N=120618)、25(OH)D3(N=40562)和 C3-epi-25(OH)D3(N=40562)(欧洲癌症前瞻性调查与营养研究[EPIC]-InterAct 研究、EPIC-Norfolk 研究、EPIC-CVD 研究、Ely 研究和 SUNLIGHT 联盟)。我们确定了用于 MR 分析的遗传变异,以研究 25(OH)D 代谢物与 T2D(包括 80983 例 T2D 病例和 842909 例非病例)的因果关联。我们还通过对先前研究的结果和 EPIC-InterAct 研究的结果进行随机效应荟萃分析,估计了 25(OH)D 代谢物与 T2D 的观察性关联。我们确定了 10 个与总 25(OH)D 相关的遗传位点、7 个与 25(OH)D3 相关的位点和 3 个与 C3-epi-25(OH)D3 相关的位点。基于对观察性研究的荟萃分析,每增加一个标准差(SD)的 25(OH)D 水平与 T2D 的风险降低 20%相关(相对风险[RR]:0.80;95%CI 0.77,0.84;p<0.001),但遗传预测的 25(OH)D 增加一个 SD 与 T2D 无显著相关性(优势比[OR]:0.96;95%CI 0.89,1.03;p=0.23);这一结果在敏感性分析中是一致的。在 EPIC-InterAct 中,25(OH)D3(每增加一个 SD)与 T2D 的风险降低相关(RR:0.81;95%CI 0.77,0.86;p<0.001),而 C3-epi-25(OH)D3(高于或低于定量下限)与 T2D 呈正相关(RR:1.12;95%CI 1.03,1.22;p=0.006),但 25(OH)D3(OR:0.97;95%CI 0.93,1.01;p=0.14)和 C3-epi-25(OH)D3(OR:0.98;95%CI 0.93,1.04;p=0.53)在 MR 分析中与 T2D 风险均无因果关系。主要局限性包括缺乏非线性 MR 分析以及当前研究结果在欧洲人群中的普遍性,无法推广到其他不同种族的人群。
本研究发现,生物化学测量和遗传预测的血液 25(OH)D 差异与 T2D 风险之间存在不一致的关联。在一个大型欧洲血统样本中进行的基于 MR 的分析结果不支持总 25(OH)D 或 25(OH)D 代谢物与 T2D 之间存在因果关联,并反对使用维生素 D 补充剂预防 T2D。