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Integrative genomic analyses identify susceptibility genes underlying COVID-19 hospitalization
- Source :
- Nature Communications, Nature Communications, Vol 12, Iss 1, Pp 1-11 (2021), Nature communications, vol 12, iss 1
- Publication Year :
- 2021
- Publisher :
- Nature Publishing Group UK, 2021.
-
Abstract
- Despite rapid progress in characterizing the role of host genetics in SARS-Cov-2 infection, there is limited understanding of genes and pathways that contribute to COVID-19. Here, we integrate a genome-wide association study of COVID-19 hospitalization (7,885 cases and 961,804 controls from COVID-19 Host Genetics Initiative) with mRNA expression, splicing, and protein levels (n = 18,502). We identify 27 genes related to inflammation and coagulation pathways whose genetically predicted expression was associated with COVID-19 hospitalization. We functionally characterize the 27 genes using phenome- and laboratory-wide association scans in Vanderbilt Biobank (n = 85,460) and identified coagulation-related clinical symptoms, immunologic, and blood-cell-related biomarkers. We replicate these findings across trans-ethnic studies and observed consistent effects in individuals of diverse ancestral backgrounds in Vanderbilt Biobank, pan-UK Biobank, and Biobank Japan. Our study highlights and reconfirms putative causal genes impacting COVID-19 severity and symptomology through the host inflammatory response.<br />Genome-wide association studies of COVID-19 have identified genetic loci affecting disease severity, but the mechanisms remain to be fully described. Here, the authors use genetically predicted transcriptome, splicing and proteome data to identify potential genes and pathways underlying COVID- 19 severity.
- Subjects :
- 0301 basic medicine
Coronavirus disease 2019 (COVID-19)
Science
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)
General Physics and Astronomy
Susceptibility gene
Genome-wide association study
macromolecular substances
Biology
Phenome
Polymorphism, Single Nucleotide
General Biochemistry, Genetics and Molecular Biology
Article
03 medical and health sciences
0302 clinical medicine
Risk Factors
Genetics
2.1 Biological and endogenous factors
Humans
Genetic Predisposition to Disease
Aetiology
Polymorphism
Gene
Genetic association study
Multidisciplinary
Human Genome
COVID-19
Single Nucleotide
General Chemistry
Biobank
Hospitalization
Good Health and Well Being
030104 developmental biology
Viral infection
RNA splicing
030217 neurology & neurosurgery
Genome-Wide Association Study
Subjects
Details
- Language :
- English
- ISSN :
- 20411723
- Volume :
- 12
- Database :
- OpenAIRE
- Journal :
- Nature Communications
- Accession number :
- edsair.doi.dedup.....137d0c0c86989e4f5c7861bd7d634ec7