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
  • [41] Causal Associations Between Age at Diagnosis of Diabetes and Cardiovascular Outcomes: A Mendelian Randomization Study
    Ye, Chaojie
    Kong, Lijie
    Wang, Yiying
    Lin, Hong
    Wang, Shuangyuan
    Zhao, Zhiyun
    Li, Mian
    Xu, Yu
    Lu, Jieli
    Chen, Yuhong
    Xu, Min
    Wang, Weiqing
    Ning, Guang
    Bi, Yufang
    Wang, Tiange
    JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2023, 108 (05) : 1202 - 1214
  • [42] Mendelian randomization study reveals a population-specific putative causal effect of type 2 diabetes in risk of cataract
    Zhang, Haoyang
    Xiu, Xuehao
    Xue, Angli
    Yang, Yuedong
    Yang, Yuanhao
    Zhao, Huiying
    INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2021, 50 (06) : 2024 - 2037
  • [43] The Causal Effect of Systolic Blood Pressure Lowering on Vascular Outcomes in Diabetes: A Mendelian Randomization Study
    Hou, Tianzhichao
    Li, Mian
    Lin, Hong
    Zhao, Zhiyun
    Lu, Jieli
    Wang, Tiange
    Xu, Yu
    Wang, Weiqing
    Bi, Yufang
    Ning, Guang
    Xu, Min
    JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2022, 107 (09) : 2616 - 2625
  • [44] Investigation of Causal Effect of Type 2 Diabetes Mellitus on Lung Cancer: A Mendelian Randomization Study
    Hong, Tongtong
    Qin, Na
    Zhao, Xiaoyu
    Wang, Cheng
    Jiang, Yue
    Ma, Hongxia
    Dai, Juncheng
    FRONTIERS IN GENETICS, 2021, 12
  • [45] The impact of homocysteine on the risk of coronary artery diseases in individuals with diabetes: a Mendelian randomization study
    Xu, Tian
    Chen, Songzan
    Yang, Fangkun
    Wang, Yao
    Zhang, Kaijie
    Fu, Guosheng
    Zhang, Wenbin
    ACTA DIABETOLOGICA, 2021, 58 (03) : 301 - 307
  • [46] Does gestational diabetes mellitus increase the risk of cardiovascular disease? A Mendelian randomization study
    Liang, W.
    Sun, F. F.
    JOURNAL OF ENDOCRINOLOGICAL INVESTIGATION, 2024, 47 (05) : 1155 - 1163
  • [47] Estimating the Effect of Liver and Pancreas Volume and Fat Content on Risk of Diabetes: A Mendelian Randomization Study
    Martin, Susan
    Sorokin, Elena P.
    Thomas, E. Louise
    Sattar, Naveed
    Cule, Madeleine
    Bell, Jimmy D.
    Yaghootkar, Hanieh
    DIABETES CARE, 2022, 45 (02) : 460 - 468
  • [48] Effect of glutamate and aspartate on ischemic heart disease, blood pressure, and diabetes: a Mendelian randomization study
    Zhao, Jie V.
    Kwok, M. K.
    Schooling, C. Mary
    AMERICAN JOURNAL OF CLINICAL NUTRITION, 2019, 109 (04) : 1197 - 1206
  • [49] Common mineral nutrients in ankylosing spondylitis: A 2-sample Mendelian randomization study
    Sun, Xiaoya
    Deng, Yujie
    Ma, Yubo
    Shao, Ming
    Ni, Man
    Zhang, Tao
    Wang, Xinqi
    Xu, Shanshan
    Chen, Yuting
    Xu, Shengqian
    Pan, Faming
    INTERNATIONAL JOURNAL OF RHEUMATIC DISEASES, 2022, 25 (10) : 1129 - 1136
  • [50] The effect of cheese intake on osteoarthritis: a Mendelian randomization study
    Wen, Song
    Huang, Zehan
    Zhang, Bin
    Huang, Yuqing
    ARCHIVES OF MEDICAL SCIENCE, 2024, 20 (06) : 1943 - 1956