Cho Hyun Jeong, Okekunle Akinkunmi Paul, Yie Ga-Eun, Youn Jiyoung, Kang Moonil, Jin Taiyue, Sung Joohon, Lee Jung Eun
Department of Food and Nutrition, College of Human Ecology, Seoul National University, Seoul 08826, Korea.
K-BIO KIURI Center, Seoul National University, Seoul 08826, Korea.
Nutr Res Pract. 2023 Aug;17(4):789-802. doi: 10.4162/nrp.2023.17.4.789. Epub 2023 Mar 10.
BACKGROUND/OBJECTIVES: Habitual coffee consumption was inversely associated with type 2 diabetes (T2D) and hyperglycemia in observational studies, but the causality of the association remains uncertain. This study tested a causal association of genetically predicted coffee consumption with T2D using the Mendelian randomization (MR) method.
SUBJECTS/METHODS: We used five single-nucleotide polymorphisms (SNPs) as instrumental variables (IVs) associated with habitual coffee consumption in a previous genome-wide association study among Koreans. We analyzed the associations between IVs and T2D, fasting blood glucose (FBG), 2h-postprandial glucose (2h-PG), and glycated haemoglobin (HbA1C) levels. The MR results were further evaluated by standard sensitivity tests for possible pleiotropism.
MR analysis revealed that increased genetically predicted coffee consumption was associated with a reduced prevalence of T2D; ORs per one-unit increment of log-transformed cup per day of coffee consumption ranged from 0.75 (0.62-0.90) for the weighted mode-based method to 0.79 (0.62-0.99) for Wald ratio estimator. We also used the inverse-variance-weighted method, weighted median-based method, MR-Egger method, and MR-PRESSO method. Similarly, genetically predicted coffee consumption was inversely associated with FBG and 2h-PG levels but not with HbA1c. Sensitivity measures gave similar results without evidence of pleiotropy.
A genetic predisposition to habitual coffee consumption was inversely associated with T2D prevalence and lower levels of FBG and 2h-PG profiles. Our study warrants further exploration.
背景/目的:在观察性研究中,习惯性咖啡消费与2型糖尿病(T2D)和高血糖呈负相关,但这种关联的因果关系仍不确定。本研究使用孟德尔随机化(MR)方法检验了基因预测的咖啡消费与T2D之间的因果关联。
受试者/方法:我们使用了五个单核苷酸多态性(SNP)作为工具变量(IV),这些IV与之前韩国人全基因组关联研究中的习惯性咖啡消费相关。我们分析了IV与T2D、空腹血糖(FBG)、餐后2小时血糖(2h-PG)和糖化血红蛋白(HbA1C)水平之间的关联。通过标准敏感性检验进一步评估MR结果是否存在可能的多效性。
MR分析显示,基因预测的咖啡消费量增加与T2D患病率降低相关;基于加权模式法,每天咖啡消费量每增加一个对数转换杯,比值比(OR)范围为0.75(0.62-0.90),Wald比估计法为0.79(0.62-0.99)。我们还使用了逆方差加权法、基于加权中位数法、MR-Egger法和MR-PRESSO法。同样,基因预测的咖啡消费与FBG和2h-PG水平呈负相关,但与HbA1c无关。敏感性分析得出了类似结果,没有多效性证据。
习惯性咖啡消费的遗传易感性与T2D患病率以及较低的FBG和2h-PG水平呈负相关。我们的研究值得进一步探索。