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

被引:0
|
作者
Jia, Ming-Jie [1 ]
Chen, Long [1 ]
机构
[1] Guangzhou Univ Chinese Med, Clin Med Coll 4, Shenzhen, Peoples R China
来源
FRONTIERS IN NUTRITION | 2024年 / 11卷
基金
中国国家自然科学基金;
关键词
Mendelian randomization; type 1 diabetes mellitus; type 2 diabetes mellitus; diabetes and its complications; trace elements; GLYCEMIC CONTROL; SELENOPROTEIN P; RISK-FACTORS; EPIDEMIOLOGY; MAGNESIUM; DISEASE; SUPPLEMENTATION; METAANALYSIS; NEPHROPATHY; ASSOCIATION;
D O I
10.3389/fnut.2024.1439217
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
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.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] A Mendelian randomization study of the effect of tea intake on breast cancer
    Deng, Yuqing
    Ge, Wenxin
    Xu, Huili
    Zhang, Jiaming
    FRONTIERS IN NUTRITION, 2022, 9
  • [22] Causality between serum uric acid and diabetic microvascular complications - a mendelian randomization study
    Wu, Hongli
    Li, Xuefeng
    Zhang, Wenning
    Peng, Huifang
    Jiang, Hongwei
    DIABETOLOGY & METABOLIC SYNDROME, 2024, 16 (01)
  • [23] Association of dietary nutrient intake with type 2 diabetes: A Mendelian randomization study
    Kang, Ruixiang
    Guo, Dong
    Wang, Jiawei
    Xie, Zhencong
    MEDICINE, 2024, 103 (19) : E38090
  • [24] Genetic insights into the effect of trace elements on cardiovascular diseases: multi-omics Mendelian randomization combined with linkage disequilibrium score regression analysis
    Chen, Bohang
    Wang, Chuqiao
    Li, Wenjie
    FRONTIERS IN IMMUNOLOGY, 2024, 15
  • [25] Mendelian randomization study investigating the relationship between nutrients and polycystic ovary syndrome
    Zhang, Yujie
    Guo, Jiawen
    Zhang, Ning
    INTERNATIONAL JOURNAL OF GYNECOLOGY & OBSTETRICS, 2025, 169 (01) : 198 - 205
  • [26] A Mendelian Randomization Study on Infant Length and Type 2 Diabetes Mellitus Risk
    Zhuang, He
    Zhang, Ying
    Yang, Shuo
    Cheng, Liang
    Liu, Shu-Lin
    CURRENT GENE THERAPY, 2019, 19 (04) : 224 - 231
  • [27] The role of leptin in ischemic stroke and its subtypes: A Mendelian randomization study
    Dai, Qinqin
    Guo, Yuanli
    Dong, Xiaofang
    Gao, Yuan
    Li, Shen
    Zhao, Jiawei
    Xu, Yuming
    Liu, Kai
    NUTRITION METABOLISM AND CARDIOVASCULAR DISEASES, 2024, 34 (02) : 360 - 368
  • [28] Genetic Support of A Causal Relationship Between Iron Status and Type 2 Diabetes: A Mendelian Randomization Study
    Wang, Xinhui
    Fang, Xuexian
    Zheng, Wanru
    Zhou, Jiahui
    Song, Zijun
    Xu, Mingqing
    Min, Junxia
    Wang, Fudi
    JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2021, 106 (11) : E4641 - E4651
  • [29] Trace elements selenium and potassium are protective factors for cutaneous malignant melanoma: A Mendelian randomization study
    Li, Chen-Yu
    Zhong, Ai
    Chen, Jun-Jie
    ASIAN JOURNAL OF SURGERY, 2025, 48 (02) : 1249 - 1250
  • [30] The causal relationship of type 1 diabetes and its complications on ingrown nails: Insights from a multivariable Mendelian randomization study
    He, Simin
    Xue, Siliang
    Chen, Wei
    Deng, Zhipeng
    Li, Erlong
    Zhao, Jianbo
    MEDICINE, 2025, 104 (11) : e41719