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Forecasting emergence of COVID-19 variants of concern.

James Kyle MillerKimberly ElenbergArtur Dubrawski
Published in: PloS one (2022)
We consider whether one can forecast the emergence of variants of concern in the SARS-CoV-2 outbreak and similar pandemics. We explore methods of population genetics and identify key relevant principles in both deterministic and stochastic models of spread of infectious disease. Finally, we demonstrate that fitness variation, defined as a trait for which an increase in its value is associated with an increase in net Darwinian fitness if the value of other traits are held constant, is a strong indicator of imminent transition in the viral population.
Keyphrases
  • sars cov
  • infectious diseases
  • copy number
  • body composition
  • physical activity
  • respiratory syndrome coronavirus
  • genome wide
  • coronavirus disease
  • gene expression
  • dna methylation