Tea intake and non-alcoholic fatty liver disease risk: A two-sample Mendelian randomization study

Cuncun Lu , Lixin Ke , Alexios-Fotios A. Mentis , Qiang Zhang , Ziyi Wang , Zhifei Wang
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Abstract

Background

Non-alcoholic fatty liver disease (NAFLD) is a major global health problem due to its great disease and economic burdens. Tea is a popular beverage consumed by billions of people.
globally owing to its health benefits. However, the evidence regarding the association between tea intake and NAFLD risk is inconsistent.

Objective

To examine the genetically predicted causal association between tea intake and NAFLD risk using the two-sample Mendelian randomization (MR) method.

Methods

Single‐nucleotide polymorphisms (SNPs) strongly associated with tea intake were obtained from a large dataset (N = 447,485) in the UK biobank, and summary‐level genetic data for NAFLD (2,275 cases and 375,002 controls) were collected from the FinnGen consortium. The two-sample MR method was used to investigate the causal association between tea intake and NAFLD risk. The random‐effects inverse‐variance weighted (IVW) was used as the primary approach for estimating the causal effect, and MR Egger, weighted median, simple mode, and weighted mode were used to verify the robustness of the primary results.

Results

Twenty-four valid SNPs were selected as the instrumental variables for tea intake. The IVW results indicated that tea intake was not causally associated with NAFLD risk (Odds ratio: 1.48; 95 % confidence interval: 0.64, 3.43; p = 0.364); moreover, the results from other methods were consistent with this finding. A leave-one-out analysis further demonstrated the robustness of our results. No evidence of heterogeneity, outliers, or horizontal pleiotropy was found.

Conclusion

Our results do not support tea intake being causally associated with a decreased risk of NAFLD.
茶叶摄入量与非酒精性脂肪肝风险:双样本孟德尔随机研究
背景非酒精性脂肪肝(NAFLD)是一个重大的全球性健康问题,它带来了巨大的疾病和经济负担。茶叶因其对健康的益处而成为全球数十亿人喜爱的饮品。方法从英国生物库(UK biobank)的一个大型数据集(N = 447,485)中获得与茶摄入量密切相关的单核苷酸多态性(SNPs),并从芬兰基因联盟(FinnGen consortium)收集非酒精性脂肪肝(NAFLD)的汇总级遗传数据(2,275例病例和375,002例对照)。研究人员采用双样本 MR 法研究茶摄入量与非酒精性脂肪肝风险之间的因果关系。随机效应逆方差加权法(IVW)被用作估计因果效应的主要方法,MR Egger、加权中位数、简单模式和加权模式被用来验证主要结果的稳健性。IVW结果表明,茶摄入量与非酒精性脂肪肝风险没有因果关系(Odds ratio:1.48;95 % 置信区间:0.64,3.43;p = 0.364);此外,其他方法的结果也与这一结论一致。剔除分析进一步证明了我们结果的稳健性。结论我们的研究结果不支持茶摄入量与非酒精性脂肪肝风险的降低存在因果关系。
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来源期刊
Metabolism open
Metabolism open Agricultural and Biological Sciences (General), Endocrinology, Endocrinology, Diabetes and Metabolism
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