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基于孟德尔随机化的遗传预测血糖与冠心病及其危险因素的相关性研究。

Association of genetically predicted blood sucrose with coronary heart disease and its risk factors in Mendelian randomization.

机构信息

School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.

CUNY School of Public Health and Health Policy, New York, USA.

出版信息

Sci Rep. 2020 Dec 9;10(1):21588. doi: 10.1038/s41598-020-78685-5.

Abstract

We assessed the associations of genetically instrumented blood sucrose with risk of coronary heart disease (CHD) and its risk factors (i.e., type 2 diabetes, adiposity, blood pressure, lipids, and glycaemic traits), using two-sample Mendelian randomization. We used blood fructose as a validation exposure. Dental caries was a positive control outcome. We selected genetic variants strongly (P < 5 × 10) associated with blood sucrose or fructose as instrumental variables and applied them to summary statistics from the largest available genome-wide association studies of the outcomes. Inverse-variance weighting was used as main analysis. Sensitivity analyses included weighted median, MR-Egger and MR-PRESSO. Genetically higher blood sucrose was positively associated with the control outcome, dental caries (odds ratio [OR] 1.04 per log transformed effect size [median-normalized standard deviation] increase, 95% confidence interval [CI] 1.002-1.08, P = 0.04), but this association did not withstand allowing for multiple testing. The estimate for blood fructose was in the same direction. Genetically instrumented blood sucrose was not clearly associated with CHD (OR 1.01, 95% CI 0.997-1.02, P = 0.14), nor with its risk factors. Findings were similar for blood fructose. Our study found some evidence of the expected detrimental effect of sucrose on dental caries but no effect on CHD. Given a small effect on CHD cannot be excluded, further investigation with stronger genetic predictors is required.

摘要

我们使用两样本 Mendelian 随机化方法评估了遗传血液蔗糖与冠心病(CHD)及其危险因素(即 2 型糖尿病、肥胖、血压、血脂和血糖特征)的相关性。我们使用血液果糖作为验证暴露。龋齿是阳性对照结果。我们选择与血液蔗糖或果糖强烈相关(P < 5 × 10)的遗传变异作为工具变量,并将其应用于可用的最大全基因组关联研究的结果汇总统计数据。反方差加权法作为主要分析方法。敏感性分析包括加权中位数、MR-Egger 和 MR-PRESSO。遗传上较高的血液蔗糖与对照结果龋齿呈正相关(每对数转换效应大小(中位数-标准化正态分布偏差)增加 1.04 的比值比[OR],95%置信区间[CI]为 1.002-1.08,P = 0.04),但这种关联在允许多次测试后并不成立。血液果糖的估计值也是如此。遗传上的血液蔗糖与 CHD 没有明显的关联(OR 1.01,95%CI 0.997-1.02,P = 0.14),也与 CHD 的危险因素没有关联。血液果糖的结果也类似。我们的研究发现了蔗糖对龋齿的预期有害影响的一些证据,但对 CHD 没有影响。由于不能排除对 CHD 的影响较小,因此需要进一步使用更强的遗传预测因子进行研究。

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