Related Experiment Video
Updated: Oct 26, 2025

10:46
A Method of Trigonometric Modelling of Seasonal Variation Demonstrated with Multiple Sclerosis Relapse Data
Published on: December 9, 2015
10.8K
Genetically predicted serum vitamin D and COVID-19: a Mendelian randomisation study
Bonnie K Patchen1, Andrew G Clark2, Nathan Gaddis3
1Division of Nutritional Sciences, Cornell University, Ithaca, New York, USA.
BMJ Nutrition, Prevention & Health
|July 26, 2021
Summary
Genetically predicted vitamin D levels do not appear to causally influence COVID-19 risk or severity. Previous associations may be due to confounding factors, not a direct vitamin D effect.
Area of Science:
- Genetics
- Epidemiology
- Nutritional Science
Background:
- Observational studies suggest an association between serum vitamin D and COVID-19 risk/severity.
- Causality remains uncertain due to potential confounding factors.
Purpose of the Study:
- To investigate the causal relationship between genetically predicted serum vitamin D and COVID-19 susceptibility and severity.
- To differentiate true causal effects from confounding in the vitamin D-COVID-19 association.
Main Methods:
- Employed a two-sample Mendelian randomization study design.
- Utilized large-scale genome-wide association study data from UK Biobank, SUNLIGHT Consortium, and COVID-19 Host Genetics Initiative.
- Instrumented serum vitamin D status using single nucleotide polymorphisms (SNPs) associated with vitamin D levels or deficiency.
Main Results:
- Mendelian randomization analysis provided no significant evidence for a causal effect of genetically predicted serum vitamin D on COVID-19 susceptibility.
- No causal link was found between serum vitamin D status and COVID-19 severity, including hospitalization and severe respiratory outcomes.
- Results remained consistent across different SNP selection strategies and sensitivity analyses.
Conclusions:
- Genetically determined long-term vitamin D status does not causally impact COVID-19 susceptibility or severity.
- Observed associations in prior studies are likely attributable to confounding, not a direct causal effect.
- The study does not rule out small causal effects or effects of acute vitamin D supplementation.
Related Concept Videos
Role of Skin in Vitamin D Synthesis
6.5K
The skin plays a crucial role in the synthesis of vitamin D, a vital nutrient for various physiological processes in the body. Vitamin D is unique because it can be synthesized in the skin through a series of chemical reactions triggered by exposure to ultraviolet B (UVB) radiation from sunlight.
The solar UV B rays (290-315 nm) are absorbed by the skin, and 7-dehydrocholesterol (provitamin D3) photolyzes it to previtamin D3, which undergoes a rapid transformation to vitamin...
The solar UV B rays (290-315 nm) are absorbed by the skin, and 7-dehydrocholesterol (provitamin D3) photolyzes it to previtamin D3, which undergoes a rapid transformation to vitamin...
6.5K
Study Designs in Epidemiology
532
Epidemiological study designs are fundamental tools for investigating the distribution, determinants, and control of health conditions in populations. They help researchers understand the relationships between exposures and outcomes, and they broadly fall into two categories: "observational" and "experimental" studies.
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and...
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and...
532
Single Nucleotide Polymorphisms-SNPs
17.0K
A single nucleotide polymorphism or SNP is a single nucleotide variation at a specific genomic position in a large population. It is the most prevalent type of sequence variation found in the human genome. Point mutations that occur in more than 1% of the population qualify as SNPs. These are present once every 1000 nucleotides on an average in the human genome. Replacement of a purine with another purine (A/G) or a pyrimidine with another pyrimidine (C/T) is known as a transition. In contrast,...
17.0K
Connective Tissue Cell Types
3.6K
Connective tissue develops from the mesoderm of a developing embryo and consists of cells, fibers, and ground substance: a gel-like material containing large complexes of carbohydrates and proteins. Connective tissue was first identified as a separate tissue family in the 18th century, and Johannes Peter Muller coined the term connective tissue.
Fat cells (adipocytes), smooth muscle cells (myoblasts), and bone cells (osteoblasts) are some connective tissue cell types. Some immune system cells...
Fat cells (adipocytes), smooth muscle cells (myoblasts), and bone cells (osteoblasts) are some connective tissue cell types. Some immune system cells...
3.6K
Bias in Epidemiological Studies
851
Biases can arise at various stages of research, from study design and data collection to analysis and interpretation. Recognizing and addressing these biases is essential to ensure the validity and reliability of epidemiological findings.Broadly speaking, biases in epidemiology fall into three main categories: selection bias, information bias, and confounding. A more detailed description of possible biases is:
851
What is an Experiment?
16.5K
An experiment is a planned activity carried out under controlled conditions. The purpose of an experiment is to investigate the relationship between two variables. When one variable causes change in another, we call the first variable the explanatory or independent variable. The affected variable is called the response or dependent variable. In a randomized experiment, the researcher manipulates values of the explanatory variable and measures the resulting changes in the response variable. The...
16.5K

