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预防医学  2024, Vol. 36 Issue (6): 483-486,490    DOI: 10.19485/j.cnki.issn2096-5087.2024.06.006
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食物与动脉粥样硬化的孟德尔随机化研究
刘伟, 林泉, 范宗静, 崔杰, 吴旸
北京中医药大学东方医院心血管科,北京 100078
Food intake and atherosclerosis: a Mendelian randomization study
LIU Wei, LIN Quan, FAN Zongjing, CUI Jie, WU Yang
Department of Cardiology, Dongfang Hospital, Beijing University of Chinese Medicine, Beijing 100078, China
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摘要 目的 采用双样本孟德尔随机化(MR)法探讨食物与动脉粥样硬化的因果关系,为预防动脉粥样硬化提供参考。方法 通过IEU OpenGWAS数据库收集16种食物(谷物、蔬菜、水果、肉类等)和4种类型动脉粥样硬化(冠状动脉粥样硬化、脑动脉粥样硬化、外周动脉粥样硬化和其他动脉粥样硬化)的研究数据,食物数据包括约50万名研究对象和9 851 867个单核苷酸多态性(SNP)位点,动脉粥样硬化数据包括约20万名研究对象和16 380 447个SNP。以食物为暴露变量,动脉粥样硬化为结局变量,主要采用逆方差加权法(IVW)分析因果关系。采用漏斗图和留一法进行敏感性分析。结果 摄入干果与外周动脉粥样硬化(OR=0.195,95%CI:0.082~0.466)和其他动脉粥样硬化风险降低有关(OR=0.208,95%CI:0.095~0.452),摄入奶酪与外周动脉粥样硬化风险降低有关(OR=0.575,95%CI:0.380~0.870);摄入咖啡与冠状动脉粥样硬化风险升高有关(OR=1.645,95%CI:1.099~2.462),摄入酒精与其他动脉粥样硬化风险升高有关(OR=1.269,95%CI:1.032~1.561);未发现16种食物与脑动脉粥样硬化存在统计学关联。未发现水平多效性;任何单个SNP未对总体估计值产生明显影响;漏斗图未显示明显偏倚。结论 摄入干果和奶酪是动脉粥样硬化的保护因素,摄入咖啡和酒精是危险因素。
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刘伟
林泉
范宗静
崔杰
吴旸
关键词 动脉粥样硬化食物摄入孟德尔随机化关联    
AbstractObjective To examine the causal relationship between food intake and atherosclerosis using two-sample Mendelian randomization (MR) approach, so as to provide the reference for the prevention of atherosclerosis. Methods Data of 16 types of food (grains, vegetables, fruits, meats, etc.) and 4 types of atherosclerosis (coronary atherosclerosis, cerebral atherosclerosis, peripheral atherosclerosis and other atherosclerosis) was collected through IEU OpenGWAS database, with food data comprising approximately 500 000 subjects and 9 851 867 SNPs and atherosclerosis data comprising approximately 200 000 subjects and 16 380 447 SNPs. The causal relationship was analyzed using inverse-variance weighted (IVW) method with food as the exposure variable and atherosclerosis as the outcome variable. Sensitivity analysis was performed using funnel plots and leave-one-out. Results Dried fruit intake was associated with decreased risks of peripheral atherosclerosis (OR=0.195, 95%CI: 0.082-0.466) and other atherosclerosis (OR=0.208, 95%CI: 0.095-0.452), and cheese intake was associated with decreased risk of peripheral atherosclerosis (OR=0.575, 95%CI: 0.380-0.870). Coffee intake was associated with increased risk of coronary atherosclerosis (OR=1.645, 95%CI: 1.099-2.462), and alcohol intake was associated with increased risk of other atherosclerosis (OR=1.269, 95%CI: 1.032-1.561). There was no statistically significant association between 16 types of food and cerebral atherosclerosis. No horizontal pleiotropy was found, no single SNP had significant impact on the overall estimated value, and the funnel plots did not show significant bias. Conclusion Dried fruit and cheese intake are protective factors for atherosclerosis, while coffee and alcohol intake are risk factors for atherosclerosis.
Key wordsatherosclerosis    food intake    Mendelian randomization    association
收稿日期: 2024-02-08      修回日期: 2024-04-27      出版日期: 2024-06-10
中图分类号:  R193  
  R543.5  
基金资助:国家自然科学基金项目(81573900); 中央高校基本科研业务费专项资金项目(2022-JYB-XJSJJ-073)
作者简介: 刘伟,博士研究生在读,中西医结合临床专业
通信作者: 吴旸,E-mail:drwuyang@163.com   
引用本文:   
刘伟, 林泉, 范宗静, 崔杰, 吴旸. 食物与动脉粥样硬化的孟德尔随机化研究[J]. 预防医学, 2024, 36(6): 483-486,490.
LIU Wei, LIN Quan, FAN Zongjing, CUI Jie, WU Yang. Food intake and atherosclerosis: a Mendelian randomization study. Preventive Medicine, 2024, 36(6): 483-486,490.
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http://www.zjyfyxzz.com/CN/10.19485/j.cnki.issn2096-5087.2024.06.006      或      http://www.zjyfyxzz.com/CN/Y2024/V36/I6/483
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