Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands.
Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
Diabetes Care. 2019 Apr;42(4):568-575. doi: 10.2337/dc18-2034. Epub 2019 Feb 6.
To estimate the causal association between intake of dairy products and incident type 2 diabetes.
The analysis included 21,820 European individuals (9,686 diabetes cases) of the European Prospective Investigation into Cancer and Nutrition (EPIC)-InterAct case-cohort study. Participants were genotyped, and rs4988235 (LCT-12910C>T), a single nucleotide polymorphism (SNP) for lactase persistence (LP) that enables digestion of dairy sugar, i.e., lactose, was imputed. Baseline dietary intakes were assessed with diet questionnaires. We investigated the associations between imputed SNP dosage for rs4988235 and intake of dairy products and other foods through linear regression. Mendelian randomization (MR) estimates for the milk-diabetes relationship were obtained through a two-stage least squares regression.
Each additional LP allele was associated with a higher intake of milk (β 17.1 g/day, 95% CI 10.6-23.6) and milk beverages (β 2.8 g/day, 95% CI 1.0-4.5) but not with intake of other dairy products. Other dietary intakes associated with rs4988235 included fruits (β -7.0 g/day, 95% CI -12.4 to -1.7 per additional LP allele), nonalcoholic beverages (β -18.0 g/day, 95% CI -34.4 to -1.6), and wine (β -4.8 g/day, 95% CI -9.1 to -0.6). In instrumental variable analysis, LP-associated milk intake was not associated with diabetes (hazard ratio 0.99, 95% CI 0.93-1.05).
rs4988235 was associated with milk intake but not with intake of other dairy products. This MR study does not suggest that milk intake is associated with diabetes, which is consistent with previous observational and genetic associations. LP may be associated with intake of other foods as well, but owing to the modest associations, we consider it unlikely that this caused the observed null result.
评估乳制品摄入与 2 型糖尿病发病之间的因果关联。
该分析包括欧洲癌症与营养前瞻性调查(EPIC)-InterAct 病例-队列研究中的 21820 名欧洲个体(9686 例糖尿病病例)。参与者进行了基因分型,并且对乳糖酶持久性(LP)的单核苷酸多态性(SNP)rs4988235(LCT-12910C>T)进行了推断,该 SNP 能够消化乳制品中的糖分,即乳糖。通过饮食问卷评估基线饮食摄入量。我们通过线性回归调查了推断的 SNP 剂量与 rs4988235 以及乳制品和其他食物摄入之间的关联。通过两阶段最小二乘回归获得了牛奶与糖尿病关系的孟德尔随机化(MR)估计值。
每个 LP 等位基因的增加与牛奶(β 17.1 g/天,95%CI 10.6-23.6)和牛奶饮料(β 2.8 g/天,95%CI 1.0-4.5)的摄入量较高有关,但与其他乳制品的摄入量无关。与 rs4988235 相关的其他饮食摄入包括水果(β -7.0 g/天,95%CI 每增加一个 LP 等位基因,-12.4 至-1.7)、不含酒精的饮料(β -18.0 g/天,95%CI -34.4 至-1.6)和葡萄酒(β -4.8 g/天,95%CI -9.1 至-0.6)。在工具变量分析中,与 LP 相关的牛奶摄入量与糖尿病无关(风险比 0.99,95%CI 0.93-1.05)。
rs4988235 与牛奶摄入量有关,但与其他乳制品的摄入量无关。这项 MR 研究表明,牛奶摄入量与糖尿病无关,这与之前的观察性和遗传关联一致。LP 也可能与其他食物的摄入量有关,但由于关联较弱,我们认为这不太可能导致观察到的无效结果。