Related Experiment Video
Updated: Jul 17, 2025

Determining the Likelihood of Variant Pathogenicity Using Amino Acid-level Signal-to-Noise Analysis of Genetic Variation
Published on: January 16, 2019
Association between COVID-19 and myasthenia gravis (MG): A genetic correlation and Mendelian randomization study
Dongren Sun1, Liangdan Tu1, Xiaofei Wang1
1Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Insights
This study found no genetic link or causal relationship between COVID-19 and myasthenia gravis (MG). Further research with larger datasets is needed to explore potential associations between coronavirus disease 2019 and MG phenotypes.
Area of Science:
- Genetics
- Epidemiology
- Neurology
Background:
- Observational studies suggest a link between COVID-19 and myasthenia gravis (MG).
- Investigating genetic correlation and causality is crucial for understanding this potential association.
- Myasthenia gravis is a neuromuscular disorder affecting voluntary muscles.
Purpose of the Study:
- To estimate the genetic correlation between COVID-19 (susceptibility, hospitalization, severity) and myasthenia gravis phenotypes.
- To assess the causal relationship between COVID-19 outcomes and myasthenia gravis using Mendelian randomization.
- To investigate potential genetic links in early- and late-onset myasthenia gravis.
Main Methods:
- Employed linkage disequilibrium score regression (LDSC) to assess genetic correlation.
- Utilized Mendelian randomization (MR) with inverse variance weighted, MR-Egger, and weighted median methods for causal inference.
- Conducted sensitivity analyses using Cochran's Q test, MR-PRESSO, and MR-Egger intercept to ensure result robustness.
Main Results:
- LDSC analysis revealed no significant genetic correlation between COVID-19 susceptibility, hospitalization, severity, and MG phenotypes (p > 0.05).
- MR analysis did not provide evidence for a causal effect of COVID-19 on MG phenotypes (p > 0.05).
- Sensitivity analyses confirmed the robustness and consistency of the null findings.
Conclusions:
- This study found no evidence of genetic correlation or causal relationship between COVID-19 and myasthenia gravis.
- Larger genome-wide association study (GWAS) datasets are required for future investigations into COVID-19 and MG associations.
- Further research is needed to clarify the complex interplay between viral infections and autoimmune neuromuscular disorders.
Background:
Observational studies have suggested an association between coronavirus disease 2019 (COVID-19) and myasthenia gravis (MG). Here, we aimed to estimate the genetic correlation and causal relationship between COVID-19 susceptibility, hospitalization, severity, and MG phenotypes using linkage disequilibrium score regression (LDSC) and Mendelian randomization (MR) approach.
Methods:
Summary statistics of COVID-19 susceptibility, hospitalization, and severity were used as instrumental variables for exposure traits. Large-scale genome-wide association study (GWAS) data for MG were used as outcome traits. The inverse variance weighted approach was used for the main MR analysis, complemented by MR-Egger, weighted median, simple mode, and weighted mode methods. Sensitivity analysis was implemented using Cochran's Q test, MR-PRESSO method, and MR-Egger intercept test.
Results:
LDSC analysis did not reveal any genetic correlation among COVID-19 susceptibility, hospitalization, severity, and MG phenotypes, including MG, early-onset MG, and late-onset MG (p > .05). Our MR analysis did not provide evidence supporting a causal effect of COVID-19 susceptibility, hospitalization, or severity on MG phenotypes (p > .05). Extensive sensitivity analysis strengthened the robustness and consistency of the MR estimates.
Conclusion:
Our study did not find evidence of a genetic correlation or causal relationship among COVID-19 susceptibility, hospitalization, severity, and MG. Future studies with more GWAS data are needed to evaluate the association between COVID-19 phenotypes and MG and its subgroups.
More Related Videos
Related Concept Videos
Myasthenia Gravis: Diagnostic Tests
The edrophonium test is a diagnostic tool for myasthenia gravis. It involves...
Myasthenia Gravis: Overview and Treatment
These antibodies interfere with the function of the nicotinic receptors in three ways: by binding to the receptor and disrupting acetylcholine binding; by causing cross-linking of receptors which...
Human Genetics
The complex relationship between genetics and psychology is observable through common biological components such...
Genome-wide Association Studies-GWAS
GWAS does not require the identification of the target gene involved in...
Autoimmune Disorders
Concept and Mechanism of Autoimmune Diseases
The immune...
Animal Mitochondrial Genetics

