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Epidemic spreading under mutually independent intra- and inter-host pathogen evolution

Author

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  • Xiyun Zhang

    (Jinan University)

  • Zhongyuan Ruan

    (Institute of Cyberspace Security, Zhejiang University of Technology)

  • Muhua Zheng

    (Jiangsu University)

  • Jie Zhou

    (East China Normal University)

  • Stefano Boccaletti

    (CNR - Institute of Complex Systems
    Moscow Institute of Physics and Technology (National Research University)
    Universidad Rey Juan Carlos)

  • Baruch Barzel

    (Bar-Ilan University
    Bar-Ilan University
    Network Science Institute, Northeastern University)

Abstract

The dynamics of epidemic spreading is often reduced to the single control parameter R0 (reproduction-rate), whose value, above or below unity, determines the state of the contagion. If, however, the pathogen evolves as it spreads, R0 may change over time, potentially leading to a mutation-driven spread, in which an initially sub-pandemic pathogen undergoes a breakthrough mutation. To predict the boundaries of this pandemic phase, we introduce here a modeling framework to couple the inter-host network spreading patterns with the intra-host evolutionary dynamics. We find that even in the extreme case when these two process are driven by mutually independent selection forces, mutations can still fundamentally alter the pandemic phase-diagram. The pandemic transitions, we show, are now shaped, not just by R0, but also by the balance between the epidemic and the evolutionary timescales. If mutations are too slow, the pathogen prevalence decays prior to the appearance of a critical mutation. On the other hand, if mutations are too rapid, the pathogen evolution becomes volatile and, once again, it fails to spread. Between these two extremes, however, we identify a broad range of conditions in which an initially sub-pandemic pathogen can breakthrough to gain widespread prevalence.

Suggested Citation

  • Xiyun Zhang & Zhongyuan Ruan & Muhua Zheng & Jie Zhou & Stefano Boccaletti & Baruch Barzel, 2022. "Epidemic spreading under mutually independent intra- and inter-host pathogen evolution," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-34027-9
    DOI: 10.1038/s41467-022-34027-9
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    References listed on IDEAS

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    Cited by:

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    2. Junya Sunagawa & Hyeongki Park & Kwang Su Kim & Ryo Komorizono & Sooyoun Choi & Lucia Ramirez Torres & Joohyeon Woo & Yong Dam Jeong & William S. Hart & Robin N. Thompson & Kazuyuki Aihara & Shingo Iw, 2023. "Isolation may select for earlier and higher peak viral load but shorter duration in SARS-CoV-2 evolution," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    3. Li, Wen-Jing & Chen, Zhi & Wang, Jun & Jiang, Luo-Luo & Perc, Matjaž, 2023. "Social mobility and network reciprocity shape cooperation in collaborative networks," Chaos, Solitons & Fractals, Elsevier, vol. 170(C).

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