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咖啡摄入量与2型糖尿病及血糖特征的关联:一项孟德尔随机化研究。

Association of coffee consumption with type 2 diabetes and glycemic traits: a Mendelian randomization study.

作者信息

Cho Hyun Jeong, Okekunle Akinkunmi Paul, Yie Ga-Eun, Youn Jiyoung, Kang Moonil, Jin Taiyue, Sung Joohon, Lee Jung Eun

机构信息

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.

出版信息

Nutr Res Pract. 2023 Aug;17(4):789-802. doi: 10.4162/nrp.2023.17.4.789. Epub 2023 Mar 10.

Abstract

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.

RESULTS

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.

CONCLUSIONS

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.

摘要

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。

结果

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。

结论

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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7257/10375333/65fbed47a17c/nrp-17-789-g001.jpg

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