ArticleJournal of translational medicine2021
Using genetic variants to evaluate the causal effect of serum vitamin D concentration on COVID-19 susceptibility, severity and hospitalization traits: a Mendelian randomization study.
Article in Journal of translational medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 7 of them syntheses that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
32 citing papers in PubMed, 7 syntheses or guidelines pooled it, 53 citations in OpenAlex.
- Pooled it
- Micronutrients, Vitamin D, and Inflammatory Biomarkers in COVID-19: A Systematic Review and Meta-analysis of Causal Inference Studies.Nutrition reviews · 2025Pooled it
- Pooled it
- Vitamin D and human health: evidence from Mendelian randomization studies.European journal of epidemiology · 2024Pooled it
- Body mass index and the risk of basal cell carcinoma: evidence from Mendelian randomization analysis.PeerJ · 2023Pooled it
- Identifying factors contributing to increased susceptibility to COVID-19 risk: a systematic review of Mendelian randomization studies.International journal of epidemiology · 2022Pooled it
- Vitamin D and SARS-CoV2 infection, severity and mortality: A systematic review and meta-analysis.PloS one · 2022Pooled it
- Anxiety Disorder Types From a Metabolomics Perspective: A Mendelian Randomization Analysis Based on 1400 Plasma Metabolites.Brain and behavior · 2026Article
- Causal Association Between Thyroid Function and Myeloproliferative Disease: A Two-Sample Mendelian Randomization Study.International journal of endocrinology · 2026Article
- Unveiling the Relationship Between Oral Microbiota and Alzheimer's Disease: A Genetic Instrumental Variable Analysis via Mendelian Randomization.Brain and behavior · 2025Article
- Association between 25(OH)D levels and clinical outcomes in patients infected with SARS-CoV-2: a cross-sectional study.Scientific reports · 2025Article
- Investigation of the causal relationship of saturated fat acids on heart stroke: evidence from two-sample Mendelian randomization.BMC nutrition · 2025Article
- Exploring the causal relationship between CX3CL1 and prostate cancer prognosis using Mendelian randomization.Discover oncology · 2025Article
- Article
- Assessing the relationship between wrist synovitis and anxiety: a study using clinical statistics and Mendelian randomization analysis.Journal of orthopaedic surgery and research · 2025Article
- The effects of saturated and unsaturated fatty acids on MASLD: a Mendelian randomization analysis and in vivo experiment.European journal of nutrition · 2024Article
- Causal relationship between particulate matter and COVID-19 risk: A mendelian randomization study.Heliyon · 2024Article
- The Impact of Different Intensities of Physical Activity on Serum Urate and Gout: A Mendelian Randomization Study.Metabolites · 2024Article
- Dissecting the association between gut microbiota and hypertrophic scarring: a bidirectional Mendelian randomization study.Frontiers in microbiology · 2024Article
- Causal relationship between ulcerative colitis and male infertility: A two-sample Mendelian randomization study.PloS one · 2024Article
Corrections and comments
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Authors and funding
2 authors at 2 institutions in 2 countries.
Funding
Abstract
backgroundThe coronavirus disease 2019 (COVID-19) pandemic has struck globally and is exerting a devastating toll on humans. The pandemic has led to calls for widespread vitamin D supplementation in public. However, evidence supporting the role of vitamin D in the COVID-19 pandemic remains controversial.
methodsWe performed a two-sample Mendelian randomization (MR) analysis to analyze the causal effect of the 25-hydroxyvitamin D [25(OH)D] concentration on COVID-19 susceptibility, severity and hospitalization traits by using summary-level GWAS data. The causal associations were estimated with inverse variance weighted (IVW) with fixed effects (IVW-fixed) and random effects (IVW-random), MR-Egger, weighted edian and MR Robust Adjusted Profile Score (MR.RAPS) methods. We further applied the MR Steiger filtering method, MR Pleiotropy RESidual Sum and Outlier (MR-PRESSO) global test and PhenoScanner tool to check and remove single nucleotide polymorphisms (SNPs) that were horizontally pleiotropic.
resultsWe found no evidence to support the causal associations between the serum 25(OH)D concentration and the risk of COVID-19 susceptibility [IVW-fixed: odds ratio (OR) = 0.9049, 95% confidence interval (CI) 0.8197-0.9988, p = 0.0473], severity (IVW-fixed: OR = 1.0298, 95% CI 0.7699-1.3775, p = 0.8432) and hospitalized traits (IVW-fixed: OR = 1.0713, 95% CI 0.8819-1.3013, p = 0.4878) using outlier removed sets at a Bonferroni-corrected p threshold of 0.0167. Sensitivity analyses did not reveal any sign of horizontal pleiotropy.
conclusionsOur MR analysis provided precise evidence that genetically lowered serum 25(OH)D concentrations were not causally associated with COVID-19 susceptibility, severity or hospitalized traits. Our study did not provide evidence assessing the role of vitamin D supplementation during the COVID-19 pandemic. High-quality randomized controlled trials are necessary to explore and define the role of vitamin D supplementation in the prevention and treatment of COVID-19.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.