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Cross-scale dynamics and the evolutionary emergence of infectious diseases

View ORCID ProfileSebastian J. Schreiber, Ruian Ke, View ORCID ProfileClaude Loverdo, Miran Park, Prianna Ahsan, James O. Lloyd-Smith
doi: https://doi.org/10.1101/066688
Sebastian J. Schreiber
1Department of Evolution and Ecology, University of California, Davis, California, 95616, USA
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  • For correspondence: sschreiber@ucdavis.edu
Ruian Ke
2T-6: Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
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Claude Loverdo
3Laboratoire Jean Perrin, Sorbonne Université, CNRS, 75005 Paris, France
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Miran Park
4Department of Ecology & Evolution, University of California, Los Angeles, California, 90095, USA
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Prianna Ahsan
4Department of Ecology & Evolution, University of California, Los Angeles, California, 90095, USA
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James O. Lloyd-Smith
4Department of Ecology & Evolution, University of California, Los Angeles, California, 90095, USA
5Fogarty International Center, National Institutes of Health, Bethesda, Maryland, 20892, USA
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  • For correspondence: jlloydsmith@ucla.edu
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Abstract

When emerging pathogens encounter new host species for which they are poorly adapted, they must evolve to escape extinction. Pathogens experience selection on traits at multiple scales, including replication rates within host individuals and transmissibility between hosts. We analyze a stochastic model linking pathogen growth and competition within individuals to transmission between individuals. Our analysis reveals a new factor, the cross-scale reproductive number of a mutant virion, that quantifies how quickly mutant strains increase in frequency when they initially appear in the infected host population. This cross-scale reproductive number combines with viral mutation rates, single-strain reproductive numbers, and transmission bottleneck width to determine the likelihood of evolutionary emergence, and whether evolution occurs swiftly or gradually within chains of transmission. We find that wider transmission bottlenecks facilitate emergence of pathogens with short-term infections, but hinder emergence of pathogens exhibiting cross-scale selective conflict and long-term infections. Our results provide a framework to advance the integration of laboratory, clinical and field data in the context of evolutionary theory, laying the foundation for a new generation of evidence-based risk assessment of emergence threats.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • correction to model description

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Posted April 21, 2020.
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Cross-scale dynamics and the evolutionary emergence of infectious diseases
Sebastian J. Schreiber, Ruian Ke, Claude Loverdo, Miran Park, Prianna Ahsan, James O. Lloyd-Smith
bioRxiv 066688; doi: https://doi.org/10.1101/066688
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Cross-scale dynamics and the evolutionary emergence of infectious diseases
Sebastian J. Schreiber, Ruian Ke, Claude Loverdo, Miran Park, Prianna Ahsan, James O. Lloyd-Smith
bioRxiv 066688; doi: https://doi.org/10.1101/066688

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