Phenome-wide Mendelian-randomization study of genetically determined vitamin D on multiple health outcomes using the UK Biobank study

被引:55
|
作者
Meng, Xiangrui [1 ]
Li, Xue [1 ]
Timofeeva, Maria N. [2 ,3 ,4 ]
He, Yazhou [1 ,5 ]
Spiliopoulou, Athina [6 ]
Wei, Wei-Qi [7 ]
Gifford, Aliya [7 ]
Wu, Hongjiang [6 ]
Varley, Timothy [8 ]
Joshi, Peter [1 ]
Denny, Joshua C. [7 ]
Farrington, Susan M. [2 ,3 ,4 ]
Zgaga, Lina [9 ]
Dunlop, Malcolm G. [2 ,3 ,4 ]
McKeigue, Paul [6 ]
Campbell, Harry [1 ]
Theodoratou, Evropi [1 ,3 ,4 ]
机构
[1] Univ Edinburgh, Ctr Global Hlth Res, Usher Inst Populat Hlth Sci & Informat, Edinburgh EH8 9AG, Midlothian, Scotland
[2] Univ Edinburgh, Colon Canc Genet Grp & Acad Coloproctol, Inst Genet & Mol Med, Edinburgh, Midlothian, Scotland
[3] Western Gen Hosp Edinburgh, MRC, Human Genet Unit, Edinburgh, Midlothian, Scotland
[4] Univ Edinburgh, Edinburgh Canc Res Ctr, MRC Inst Genet & Mol Med, Edinburgh, Midlothian, Scotland
[5] Sichuan Univ, West China Hosp, West China Sch Med, Chengdu, Sichuan, Peoples R China
[6] Univ Edinburgh, Ctr Populat Hlth Sci, Usher Inst Populat Hlth Sci & Informat, Edinburgh, Midlothian, Scotland
[7] Vanderbilt Univ, Med Ctr, Dept Biomed Informat, Nashville, TN USA
[8] NHS Natl Serv Scotland, Publ Hlth & Intelligence, Edinburgh, Midlothian, Scotland
[9] Univ Dublin, Trinity Coll Dublin, Inst Populat Hlth, Discipline Publ Hlth & Primary Care, Dublin, Ireland
基金
美国国家卫生研究院;
关键词
25(OH)D; vitamin D; PheWAS; Mendelian randomization; DWELLING OLDER-ADULTS; 25-HYDROXYVITAMIN D; ASSOCIATION; DISEASE; RISK;
D O I
10.1093/ije/dyz182
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background: Vitamin D deficiency is highly prevalent across the globe. Existing studies suggest that a low vitamin D level is associated with more than 130 outcomes. Exploring the causal role of vitamin D in health outcomes could support or question vitamin D supplementation. Methods: We carried out a systematic literature review of previous Mendelian-randomization studies on vitamin D. We then implemented a Mendelian Randomization-Phenome Wide Association Study (MR-PheWAS) analysis on data from 339 256 individuals of White British origin from UK Biobank. We first ran a PheWAS analysis to test the associations between a 25(OH)D polygenic risk score and 920 disease outcomes, and then nine phenotypes (i.e. systolic blood pressure, diastolic blood pressure, risk of hypertension, T2D, ischaemic heart disease, body mass index, depression, non-vertebral fracture and all-cause mortality) that met the pre-defined inclusion criteria for further analysis were examined by multiple MR analytical approaches to explore causality. Results: The PheWAS analysis did not identify any health outcome associated with the 25(OH)D polygenic risk score. Although a selection of nine outcomes were reported in previous Mendelian-randomization studies or umbrella reviews to be associated with vitamin D, our MR analysis, with substantial study power (>80% power to detect an association with an odds ratio >1.2 for per standard deviation increase of log-transformed 25[OH]D), was unable to support an interpretation of causal association. Conclusions: We investigated the putative causal effects of vitamin D on multiple health outcomes in a White population. We did not support a causal effect on any of the disease outcomes tested. However, we cannot exclude small causal effects or effects on outcomes that we did not have enough power to explore due to the small number of cases.
引用
收藏
页码:1425 / 1434
页数:10
相关论文
共 50 条
  • [1] Genetically Determined Chronic Low-Grade Inflammation and Hundreds of Health Outcomes in the UK Biobank and the FinnGen Population: A Phenome-Wide Mendelian Randomization Study
    Si, Shucheng
    Li, Jiqing
    Tewara, Marlvin Anemey
    Xue, Fuzhong
    [J]. FRONTIERS IN IMMUNOLOGY, 2021, 12
  • [2] Genetically instrumented LDL-cholesterol lowering and multiple disease outcomes: A Mendelian randomization phenome-wide association study in the UK Biobank
    Pham, Kitty
    Mulugeta, Anwar
    Lumsden, Amanda
    Hypponen, Elina
    [J]. BRITISH JOURNAL OF CLINICAL PHARMACOLOGY, 2023, 89 (10) : 2992 - 3004
  • [3] Genetically determined serum urate levels and cardiovascular and other diseases in UK Biobank cohort: A phenome-wide mendelian randomization study
    Li, Xue
    Meng, Xiangrui
    He, Yazhou
    Spiliopoulou, Athina
    Timofeeva, Maria
    Wei, Wei-Qi
    Gifford, Aliya
    Yang, Tian
    Varley, Tim
    Tzoulaki, Ioanna
    Joshi, Peter
    Denny, Joshua C.
    Mckeigue, Paul
    Campbell, Harry
    Theodoratou, Evropi
    [J]. PLOS MEDICINE, 2019, 16 (10)
  • [4] Causal Effect of Genetically Determined Blood Copper Concentrations on Multiple Diseases: A Mendelian Randomization and Phenome-Wide Association Study
    Xiuming Feng
    Wenjun Yang
    Lulu Huang
    Hong Cheng
    Xiaoting Ge
    Gaohui Zan
    Yanli Tan
    Lili Xiao
    Chaoqun Liu
    Xing Chen
    Zengnan Mo
    Longman Li
    Xiaobo Yang
    [J]. Phenomics, 2022, 2 : 242 - 253
  • [5] Causal Effect of Genetically Determined Blood Copper Concentrations on Multiple Diseases: A Mendelian Randomization and Phenome-Wide Association Study
    Feng, Xiuming
    Yang, Wenjun
    Huang, Lulu
    Cheng, Hong
    Ge, Xiaoting
    Zan, Gaohui
    Tan, Yanli
    Xiao, Lili
    Liu, Chaoqun
    Chen, Xing
    Mo, Zengnan
    Li, Longman
    Yang, Xiaobo
    [J]. PHENOMICS, 2022, 2 (04): : 242 - 253
  • [6] Health effects of milk consumption: phenome-wide Mendelian randomization study
    Shuai Yuan
    Jing Sun
    Ying Lu
    Fengzhe Xu
    Doudou Li
    Fangyuan Jiang
    Zhongxiao Wan
    Xue Li
    Li-Qiang Qin
    Susanna C. Larsson
    [J]. BMC Medicine, 20
  • [7] Health effects of milk consumption: phenome-wide Mendelian randomization study
    Yuan, Shuai
    Sun, Jing
    Lu, Ying
    Xu, Fengzhe
    Li, Doudou
    Jiang, Fangyuan
    Wan, Zhongxiao
    Li, Xue
    Qin, Li-Qiang
    Larsson, Susanna C.
    [J]. BMC MEDICINE, 2022, 20 (01)
  • [8] Genetically predicted sex hormone levels and health outcomes: phenome-wide Mendelian randomization investigation
    Yuan, Shuai
    Wang, Lijuan
    Sun, Jing
    Yu, Lili
    Zhou, Xuan
    Yang, Jie
    Zhu, Yimin
    Gill, Dipender
    Burgess, Stephen
    Denny, Joshua C.
    Larsson, Susanna C.
    Theodoratou, Evropi
    Li, Xue
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2022, 51 (06) : 1931 - 1942
  • [9] Association between major depressive disorder and multiple disease outcomes: a phenome-wide Mendelian randomisation study in the UK Biobank
    Mulugeta, Anwar
    Zhou, Ang
    King, Catherine
    Hypponen, Elina
    [J]. MOLECULAR PSYCHIATRY, 2020, 25 (07) : 1469 - 1476
  • [10] Phenome-wide Mendelian randomization study evaluating the association of circulating vitamin D with complex diseases
    Xu, Jin-jian
    Zhang, Xiao-bin
    Tong, Wen-tao
    Ying, Teng
    Liu, Ke-qi
    [J]. FRONTIERS IN NUTRITION, 2023, 10