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微量元素和营养素对糖尿病及其并发症的影响:一项孟德尔随机化研究

Effect of trace elements and nutrients on diabetes and its complications: a Mendelian randomization study.

作者信息

Jia Ming-Jie, Chen Long

机构信息

The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, China.

出版信息

Front Nutr. 2024 Aug 1;11:1439217. doi: 10.3389/fnut.2024.1439217. eCollection 2024.

Abstract

BACKGROUND

Multiple clinical studies have observed a close relationship between serum trace elements and nutrients and diabetes and its complications, but it remains unclear whether there is a genetic causal effect between serum trace elements and nutrients and diabetes and its complications.

OBJECTIVE

This study aims to investigate the causal effects of serum trace elements and nutrients on diabetes and its complications using Mendelian randomization methods.

METHODS

The single nucleotide polymorphisms of serum trace elements and vitamins, as exposure factors, were sourced from the published UK Biobank database and public databases of genome-wide association studies. The genome-wide association study data of diabetes and its complications, as outcome events, were sourced from the FinnGen Biobank database. Mendelian randomization methods were employed to explore the causal relationships between 9 trace elements and 6 nutrients and diabetes and its complications. The causal relationships were inferred using inverse variance weighting, MR Egger, weighted median, simple model, and weighted model methods. Sensitivity analyses, including heterogeneity tests, horizontal pleiotropy tests, MR-PRESSO tests, and leave-one-out analysis, were conducted to evaluate the robustness of the study results. Finally, trace elements and nutrients with statistical significance in the IVW method and consistent Beta and OR directions in the five methods were selected as exposure factors with causal relationships with diabetes and its complications. This study also used multivariable Mendelian randomization methods to assess the combined effects of multiple exposure factors on the risk of diabetes and its complications.

RESULTS

Mendelian randomization analysis revealed that selenium was linked to an elevated risk of T2D.Vitamin B6 was correlated with an increased risk of neurological complications in type 2 diabetes. Magnesium exhibited a negative causal relationship with the risk of T1D.Carotene was linked to a higher risk of renal complications in T1D.Vitamin B12 showed a negative causal relationship with renal complications in T1D.Carotene was connected to a higher risk of neurological complications in T1D.Potassium and vitamin B6 exhibited negative causal relationships with neurological complications in T1D.Vitamin E showed a negative causal relationship with peripheral circulation complications in T2D.Multivariable Mendelian randomization analysis suggested that vitamin B6 could independently influence neurological complications in both T1D and T2D, apart from other exposure factors. Vitamin B6 could also independently influence renal complications in T1D.Vitamin E could independently influence peripheral circulation complications in T1D, apart from other exposure factors.

CONCLUSION

The findings from univariable and multivariable Mendelian randomization studies substantiate the causal relationships between trace elements and nutrients and different subtypes of diabetes and their complications. These findings hold significant clinical implications for developing targeted prevention and treatment strategies for diabetes and its complications.

摘要

背景

多项临床研究观察到血清微量元素和营养素与糖尿病及其并发症之间存在密切关系,但血清微量元素和营养素与糖尿病及其并发症之间是否存在遗传因果效应仍不清楚。

目的

本研究旨在使用孟德尔随机化方法探讨血清微量元素和营养素对糖尿病及其并发症的因果效应。

方法

作为暴露因素的血清微量元素和维生素的单核苷酸多态性来自已发表的英国生物银行数据库和全基因组关联研究的公共数据库。作为结局事件的糖尿病及其并发症的全基因组关联研究数据来自芬兰基因生物银行数据库。采用孟德尔随机化方法探讨9种微量元素和6种营养素与糖尿病及其并发症之间的因果关系。使用逆方差加权、MR Egger、加权中位数、简单模型和加权模型方法推断因果关系。进行敏感性分析,包括异质性检验、水平多效性检验、MR-PRESSO检验和留一法分析,以评估研究结果的稳健性。最后,选择在IVW方法中具有统计学意义且在五种方法中β和OR方向一致的微量元素和营养素作为与糖尿病及其并发症存在因果关系的暴露因素。本研究还使用多变量孟德尔随机化方法评估多种暴露因素对糖尿病及其并发症风险的综合影响。

结果

孟德尔随机化分析显示,硒与2型糖尿病风险升高有关。维生素B6与2型糖尿病神经并发症风险增加相关。镁与1型糖尿病风险呈负因果关系。胡萝卜素与1型糖尿病肾脏并发症风险较高有关。维生素B12与1型糖尿病肾脏并发症呈负因果关系。胡萝卜素与1型糖尿病神经并发症风险较高有关。钾和维生素B6与1型糖尿病神经并发症呈负因果关系。维生素E与2型糖尿病外周循环并发症呈负因果关系。多变量孟德尔随机化分析表明,除其他暴露因素外,维生素B6可独立影响1型糖尿病和2型糖尿病的神经并发症。维生素B6还可独立影响1型糖尿病的肾脏并发症。除其他暴露因素外,维生素E可独立影响1型糖尿病的外周循环并发症。

结论

单变量和多变量孟德尔随机化研究结果证实了微量元素和营养素与不同亚型糖尿病及其并发症之间的因果关系。这些发现对制定糖尿病及其并发症的针对性预防和治疗策略具有重要临床意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4d32/11324608/94d3bbb09bcf/fnut-11-1439217-g001.jpg

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