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Abstract
Vitamin D has been associated with a variety of human complex traits and diseases in observational studies, but a causal relationship remains unclear. To examine a putative causal effect of vitamin D across phenotypic domains and disease categories, we conducted Mendelian randomization (MR) analyses using genetic instruments associated with circulating 25-hydroxyvitamin D [25(OH)D] concentrations. We leveraged genome-wide significant 25(OH)D-associated SNPs (N = 138) from a meta-analysis combining a vitamin D GWAS conducted in 401,460 white British UK Biobank (UKBB) participants and an independent vitamin D GWAS including 42,274 samples of European ancestry, and examined 190 large-scale health-related GWAS spanning a broad spectrum of complex traits, diseases and biomarkers. We applied multiple MR methods to estimate the causal effect of vitamin D while testing and controlling for potential biases from horizontal pleiotropy. Consistent with previous findings, genetically predicted increased 25(OH)D levels significantly decreased the risk of multiple sclerosis (OR = 0.824; 95% CI 0.689–0.986). The protective effect estimate was consistent across different MR methods and four different multiple sclerosis GWAS with varying sample sizes and genotyping platforms. On the contrary, we found limited evidence in support of a causal effect of 25(OH)D on anthropometric traits, obesity, cognitive function, sleep behavior, breast and prostate cancer, and autoimmune, cardiovascular, metabolic, neurological and psychiatric traits and diseases, and blood biomarkers. Our results may inform ongoing and future randomized clinical trials of vitamin D supplementation.
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1 Sichuan University, West China School of Public Health and West China Fourth Hospital, Chengdu, China (GRID:grid.13291.38) (ISNI:0000 0001 0807 1581); Harvard T.H. Chan School of Public Health, Program in Genetic Epidemiology and Statistical Genetics, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Karolinska Institute, Department of Clinical Neuroscience, Center for Molecular Medicine, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626)
2 Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924); Broad Institute of Harvard and MIT, Stanley Center for Psychiatric Research, Cambridge, USA (GRID:grid.66859.34)
3 Massachusetts General Hospital, Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924); Broad Institute of Harvard and MIT, Stanley Center for Psychiatric Research, Cambridge, USA (GRID:grid.66859.34); Massachusetts General Hospital, Analytic and Translational Genetics Unit, Center for Genomic Medicine, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924); Biogen, Cambridge, USA (GRID:grid.417832.b) (ISNI:0000 0004 0384 8146)