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Koch EM, Du J, Dressner M, Alwasti HE, Al Taif Z, Shehab F, Mohamed AM, Ghanem A, Alhajeri A, Alawadhi A, Almoamen N, Ashoor K, Hasan S, Haghighi A, Sunyaev S, Farhat M. Demographic and Viral-Genetic Analyses of COVID-19 Severity in Bahrain Identify Local Risk Factors and a Protective Effect of Polymerase Mutations. medRxiv 2023:2022.08.13.22278740. [PMID: 36032980 PMCID: PMC9413726 DOI: 10.1101/2022.08.13.22278740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
A multitude of demographic, health, and genetic factors are associated with the risk of developing severe COVID-19 following infection by the SARS-CoV-2. There is a need to perform studies across human societies and to investigate the full spectrum of genetic variation of the virus. Using data from 869 COVID-19 patients in Bahrain between March 2020 and March 2021, we analyzed paired viral sequencing and non-genetic host data to understand host and viral determinants of severe COVID-19. We estimated the effects of demographic variables specific to the Bahrain population and found that the impact of health factors are largely consistent with other populations. To extend beyond the common variants of concern in the Spike protein analyzed by previous studies, we used a viral burden approach and detected a protective effect of low-frequency missense viral mutations in the RNA-dependent RNA polymerase (Pol) gene on disease severity. Our results contribute to the survey of severe COVID-19 in diverse populations and highlight the benefits of studying rare viral mutations.
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Affiliation(s)
- Evan M. Koch
- Department of Biomedical Informatics, Harvard Medical School
| | | | | | | | - Zahra Al Taif
- Public Health Laboratories, Public Health Directorate, Bahrain Ministry of Health
| | - Fatima Shehab
- Public Health Laboratories, Public Health Directorate, Bahrain Ministry of Health
| | - Afaf Merza Mohamed
- Public Health Laboratories, Public Health Directorate, Bahrain Ministry of Health
| | - Amjad Ghanem
- Public Health Laboratories, Public Health Directorate, Bahrain Ministry of Health
| | - Amani Alhajeri
- Genetic Department, Government Hospitals, Salmaniya Medical Complex, Manama, Kingdom of Bahrain
| | - Amna Alawadhi
- Genetic Department, Government Hospitals, Salmaniya Medical Complex, Manama, Kingdom of Bahrain
| | - Nabeel Almoamen
- Genetic Department, Government Hospitals, Salmaniya Medical Complex, Manama, Kingdom of Bahrain
| | - Khulood Ashoor
- Genetic Department, Government Hospitals, Salmaniya Medical Complex, Manama, Kingdom of Bahrain
| | - Sara Hasan
- Genetic Department, Government Hospitals, Salmaniya Medical Complex, Manama, Kingdom of Bahrain
| | - Alireza Haghighi
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital
- Department of Genetics, Harvard Medical School
- Broad Institute of MIT and Harvard
| | - Shamil Sunyaev
- Department of Biomedical Informatics, Harvard Medical School
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital
| | - Maha Farhat
- Department of Biomedical Informatics, Harvard Medical School
- Pulmonary and Critical Care Medicine, Massachusetts General Hospital
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