ArticleMolecular biology and evolution2022
The Runaway Evolution of SARS-CoV-2 Leading to the Highly Evolved Delta Strain.
Article in Molecular biology and evolution, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- A single mutation may contribute to accelerated evolution of SARS-CoV-2 toward Omicron.Nature communications · 2025Article
- Tradeoffs between proliferation and transmission in virus evolution- insights from evolutionary and functional analyses of SARS-CoV-2.Virology journal · 2025Article
- The theory of massively repeated evolution and full identifications of cancer-driving nucleotides (CDNs).eLife · 2024Article
- Vaccine-induced strain replacement: theory and real-life implications.Future microbiology · 2024Review
- Intra- vs. Interhost Evolution of SARS-CoV-2 Driven by Uncorrelated Selection-The Evolution Thwarted.Molecular biology and evolution · 2023Article
- Optimization and Deoptimization of Codons in SARS-CoV-2 and Related Implications for Vaccine Development.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2023Article
- Ghosts of the past: Elemental composition, biosynthesis reactions and thermodynamic properties of Zeta P.2, Eta B.1.525, Theta P.3, Kappa B.1.617.1, Iota B.1.526, Lambda C.37 and Mu B.1.621 variants of SARS-CoV-2.Microbial risk analysis · 2023Article
- Adaptive Evolution of the Spike Protein in Coronaviruses.Molecular biology and evolution · 2023Article
- Article
- The Increased Amyloidogenicity of Spike RBD and pH-Dependent Binding to ACE2 May Contribute to the Transmissibility and Pathogenic Properties of SARS-CoV-2 Omicron as Suggested by In Silico Study.International journal of molecular sciences · 2022Article
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8 authors.
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Abstract
In new epidemics after the host shift, the pathogens may experience accelerated evolution driven by novel selective pressures. When the accelerated evolution enters a positive feedback loop with the expanding epidemics, the pathogen's runaway evolution may be triggered. To test this possibility in coronavirus disease 2019 (COVID-19), we analyze the extensive databases and identify five major waves of strains, one replacing the previous one in 2020-2021. The mutations differ entirely between waves and the number of mutations continues to increase, from 3-4 to 21-31. The latest wave in the fall of 2021 is the Delta strain which accrues 31 new mutations to become highly prevalent. Interestingly, these new mutations in Delta strain emerge in multiple stages with each stage driven by 6-12 coding mutations that form a fitness group. In short, the evolution of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) from the oldest to the youngest wave, and from the earlier to the later stages of the Delta wave, is a process of acceleration with more and more mutations. The global increase in the viral population size (M(t), at time t) and the mutation accumulation (R(t)) may have indeed triggered the runaway evolution in late 2020, leading to the highly evolved Alpha and then Delta strain. To suppress the pandemic, it is crucial to break the positive feedback loop between M(t) and R(t), neither of which has yet to be effectively dampened by late 2021. New waves after Delta, hence, should not be surprising.
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