ArticleJournal of biomedical science2020
The origin and underlying driving forces of the SARS-CoV-2 outbreak.
Article in Journal of biomedical science, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 papers.
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Who cites it
58 citing papers in PubMed.
- Heterogeneous Evolution Among SARS-CoV-2 Genes and Variants of Concern.Journal of medical virology · 2025Article
- On Rooting and Dating Viral Trees With a Changing Evolutionary Rate Following Host-Switching.Genome biology and evolution · 2025Article
- How Trustworthy Are the Genomic Sequences of SARS-CoV-2 in GenBank?Microorganisms · 2024Article
- Beyond COVID-19: the promise of next-generation coronavirus vaccines.Npj viruses · 2024Review
- COVID-19 epidemic investigation study of a follow-up cohort of patients with diabetic kidney disease.Frontiers in cellular and infection microbiology · 2024Observational
- Improved performance of nucleic acid-based assays for genetically diverse norovirus surveillance.Applied and environmental microbiology · 2023Article
- Increased interregional virus exchange and nucleotide diversity outline the expansion of chikungunya virus in Brazil.Nature communications · 2023Article
- Genomic Surveillance of SARS-CoV-2 Variants in the Dominican Republic and Emergence of a Local Lineage.International journal of environmental research and public health · 2023Article
- Adaptive Evolution of the Spike Protein in Coronaviruses.Molecular biology and evolution · 2023Article
- Increased interregional virus exchange and nucleotide diversity outline the expansion of the chikungunya virus ECSA lineage in Brazil.medRxiv : the preprint server for health sciences · 2023Article
- Developing an appropriate evolutionary baseline model for the study of SARS-CoV-2 patient samples.PLoS pathogens · 2023Review
- Rooting and Dating Large SARS-CoV-2 Trees by Modeling Evolutionary Rate as a Function of Time.Viruses · 2023Article
- Review
- L-shaped distribution of the relative substitution rate (c/μ) observed for SARS-COV-2's genome, inconsistent with the selectionist theory, the neutral theory and the nearly neutral theory but a near-neutral balanced selection theory: Implication on "neutralist-selectionist" debate.Computers in biology and medicine · 2023Article
- Interspecies transmission of SARS CoV-2 with special emphasis on viral mutations and ACE-2 receptor homology roles.International journal of veterinary science and medicine · 2023Review
- Variation in synonymous evolutionary rates in the SARS-CoV-2 genome.Frontiers in microbiology · 2023Article
- Vaccine Side Effects in Health Care Workers after Vaccination against SARS-CoV-2: Data from TüSeRe:exact Study.Viruses · 2022Article
- Beyond COVID-19: Do biothermodynamic properties allow predicting the future evolution of SARS-CoV-2 variants?Microbial risk analysis · 2022Article
- Ongoing Positive Selection Drives the Evolution of SARS-CoV-2 Genomes.Genomics, proteomics & bioinformatics · 2022Article
- COVID-19 infection and transmission includes complex sequence diversity.PLoS genetics · 2022Article
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9 authors.
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Abstract
backgroundSARS-CoV-2 began spreading in December 2019 and has since become a pandemic that has impacted many aspects of human society. Several issues concerning the origin, time of introduction to humans, evolutionary patterns, and underlying force driving the SARS-CoV-2 outbreak remain unclear.
methodGenetic variation in 137 SARS-CoV-2 genomes and related coronaviruses as of 2/23/2020 was analyzed.
resultAfter correcting for mutational bias, the excess of low frequency mutations on both synonymous and nonsynonymous sites was revealed which is consistent with the recent outbreak of the virus. In contrast to adaptive evolution previously reported for SARS-CoV during its brief epidemic in 2003, our analysis of SARS-CoV-2 genomes shows signs of relaxation. The sequence similarity in the spike receptor binding domain between SARS-CoV-2 and a sequence from pangolin is probably due to an ancient intergenomic introgression that occurred approximately 40 years ago. The current outbreak of SARS-CoV-2 was estimated to have originated on 12/11/2019 (95% HPD 11/13/2019-12/23/2019). The effective population size of the virus showed an approximately 20-fold increase from the onset of the outbreak to the lockdown of Wuhan (1/23/2020) and ceased to increase afterwards, demonstrating the effectiveness of social distancing in preventing its spread. Two mutations, 84S in orf8 protein and 251 V in orf3 protein, occurred coincidentally with human intervention. The former first appeared on 1/5/2020 and plateaued around 1/23/2020. The latter rapidly increased in frequency after 1/23/2020. Thus, the roles of these mutations on infectivity need to be elucidated. Genetic diversity of SARS-CoV-2 collected from China is two times higher than those derived from the rest of the world. A network analysis found that haplotypes collected from Wuhan were interior and had more mutational connections, both of which are consistent with the observation that the SARS-CoV-2 outbreak originated in China.
conclusionSARS-CoV-2 might have cryptically circulated within humans for years before being discovered. Data from the early outbreak and hospital archives are needed to trace its evolutionary path and determine the critical steps required for effective spreading.
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