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Immune Heterogeneity and Epistasis Explain Punctuated Evolution of SARS-CoV-2
Bjarke Frost Nielsen; Yimei Li; Kim Sneppen; Lone Simonsen; Cecile Viboud; Simon A. Levin; Bryan T. Grenfell.
Affiliation
  • Bjarke Frost Nielsen; PandemiX Center, Roskilde University and Niels Bohr Institute, University of Copenhagen
  • Yimei Li; Department of Ecology and Evolutionary Biology, Princeton University
  • Kim Sneppen; Niels Bohr Institute, University of Copenhagen
  • Lone Simonsen; PandemiX Center, Roskilde University
  • Cecile Viboud; Fogarty International Center, National Institutes of Health
  • Simon A. Levin; Department of Ecology & Evolutionary Biology, Princeton University
  • Bryan T. Grenfell; Department of Ecology & Evolutionary Biology, Princeton University
Preprint in En | PREPRINT-MEDRXIV | ID: ppmedrxiv-22278129
ABSTRACT
Identifying drivers of viral diversity is key to understanding the evolutionary as well as epidemiological dynamics of the COVID-19 pandemic. Using rich viral genomic data sets, we show that periods of steadily rising diversity have been punctuated by sudden, enormous increases followed by similarly abrupt collapses of diversity. We introduce a mechanistic model of saltational evolution with epistasis and demonstrate that these features parsimoniously account for the observed temporal dynamics of inter-genomic diversity. Our results provide support for recent proposals that saltational evolution may be a signature feature of SARS-CoV-2, allowing the pathogen to more readily evolve highly transmissible variants. These findings lend theoretical support to a heightened awareness of biological contexts where increased diversification may occur. They also underline the power of pathogen genomics and other surveillance streams in clarifying the phylodynamics of emerging and endemic infections. In public health terms, our results further underline the importance of equitable distribution of up-to-date vaccines.
License
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Full text: 1 Collection: 09-preprints Database: PREPRINT-MEDRXIV Language: En Year: 2022 Document type: Preprint
Full text: 1 Collection: 09-preprints Database: PREPRINT-MEDRXIV Language: En Year: 2022 Document type: Preprint