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饮食模式与糖尿病微血管并发症风险:一项针对欧洲血统人群的孟德尔随机化研究

Dietary patterns and diabetic microvascular complications risk: a Mendelian randomization study of European ancestry.

作者信息

Zhou Xin, Zheng Wenbin, Kong Wen, Zeng Tianshu

机构信息

Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.

Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Huazhong University of Science and Technology, Wuhan, Hubei, China.

出版信息

Front Nutr. 2024 Nov 1;11:1429603. doi: 10.3389/fnut.2024.1429603. eCollection 2024.

Abstract

PURPOSE

Previous observational studies about the link between dietary factors and diabetic microvascular complications (DMCs) is controversial. Thus, we systemically assessed the potential causal relationship between diet and DMCs risk using Mendelian randomization (MR) methods.

METHODS

We used genome-wide association studies (GWAS) statistics to estimate the causal effects of 17 dietary patterns on three common DMCs in European. Summary statistics on dietary intakes were obtained from the UK biobank, and data on DMCs [diabetic retinopathy (DR), diabetic nephropathy (DN), and diabetic neuropathy (DNP)] were obtained from the FinnGen Consortium. A two-sample MR (TSMR) was conducted to explore the causal relationships of dietary habits with DMCs. In addition, multivariable MR analysis (MVMR) was performed to adjust for traditional risk factors for eating habits, and evaluated the direct or indirect effects of diet on DMCs.

RESULTS

TSMR analysis revealed that salad/raw vegetable intake (odd ratio [OR]: 2.830; 95% confidence interval [CI]: 1.102-7.267;  = 0.0306) and fresh fruit intake (OR: 2.735; 95% CI: 1.622-4.611;  = 0.0002; false discovery rate [FDR] = 0.0082) increased the risk of DR, whereas cheese intake (OR: 0.742; 95% CI: 0.563-0.978;  = 0.0339) and cereal intake (OR: 0.658; 95% CI: 0.444-0.976;  = 0.0374) decreased the risk of DR. Salad/raw vegetable (OR: 6.540; 95% CI: 1.061-40.300;  = 0.0430) and fresh fruit consumption (OR: 3.573; 95% CI: 1.263-10.107;  = 0.0164) are risk factors for DN, while cereal consumption (OR: 0.380; 95% CI: 0.174-0.833;  = 0.0156) is the opposite. And genetically predicted higher pork intake increased the risk of DNP (OR: 160.971; 95% CI: 8.832-2933.974;  = 0.0006; FDR = 0.0153). The MVMR analysis revealed that cheese intake may act as an independent protective factor for DR development. Moreover, fresh fruit intake, salad/raw vegetable intake and pork intake may be independent risk factors for DR, DN and DNP, respectively. Other causal associations between dietary habits and DMCs risk may be mediated by intermediate factors.

CONCLUSION

This causal relationship study supports that specific dietary interventions may reduce the risk of DMCs.

摘要

目的

先前关于饮食因素与糖尿病微血管并发症(DMCs)之间联系的观察性研究存在争议。因此,我们使用孟德尔随机化(MR)方法系统地评估了饮食与DMCs风险之间的潜在因果关系。

方法

我们使用全基因组关联研究(GWAS)统计数据来估计17种饮食模式对欧洲人群中三种常见DMCs的因果效应。饮食摄入量的汇总统计数据来自英国生物银行,而DMCs(糖尿病视网膜病变(DR)、糖尿病肾病(DN)和糖尿病神经病变(DNP))的数据来自芬兰基因联盟。进行两样本MR(TSMR)以探索饮食习惯与DMCs之间的因果关系。此外,进行多变量MR分析(MVMR)以调整饮食习惯的传统风险因素,并评估饮食对DMCs的直接或间接影响。

结果

TSMR分析显示,摄入沙拉/生蔬菜(比值比[OR]:2.830;95%置信区间[CI]:1.102 - 7.267;P = 0.0306)和新鲜水果(OR:2.735;95% CI:1.622 - 4.611;P = 0.0002;错误发现率[FDR] = 0.0082)会增加DR的风险,而摄入奶酪(OR:0.742;95% CI:0.563 - 0.978;P = 0.0339)和谷物(OR:0.658;95% CI:0.444 - 0.976;P = 0.0374)会降低DR的风险。摄入沙拉/生蔬菜(OR:6.540;95% CI:1.061 - 40.300;P = 0.0430)和新鲜水果(OR:3.573;95% CI:1.263 - 10.107;P = 0.0164)是DN的风险因素,而摄入谷物(OR:0.380;95% CI:0.174 - 0.833;P = 0.0156)则相反。并且遗传预测的较高猪肉摄入量会增加DNP的风险(OR:160.971;95% CI:8.832 - 2933.974;P = 0.0006;FDR = 0.0153)。MVMR分析显示,摄入奶酪可能是DR发生的独立保护因素。此外,摄入新鲜水果、沙拉/生蔬菜和猪肉可能分别是DR、DN和DNP的独立风险因素。饮食习惯与DMCs风险之间的其他因果关联可能由中间因素介导。

结论

这项因果关系研究支持特定的饮食干预可能降低DMCs风险。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90b9/11566142/3c701d5ea8eb/fnut-11-1429603-g001.jpg

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