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Epidemic spreading under mutually independent intra- and inter-host pathogen evolution.
Zhang, Xiyun; Ruan, Zhongyuan; Zheng, Muhua; Zhou, Jie; Boccaletti, Stefano; Barzel, Baruch.
Afiliación
  • Zhang X; Department of Physics, Jinan University, Guangzhou, Guangdong, 510632, China. xiyunzhang@jnu.edu.cn.
  • Ruan Z; Institute of Cyberspace Security, Zhejiang University of Technology, Hangzhou, Zhejiang, 310023, China.
  • Zheng M; School of Physics and Electronic Engineering, Jiangsu University, Zhenjiang, Jiangsu, 212013, China.
  • Zhou J; School of Physics and Electronic Science, East China Normal University, Shanghai, 200241, China.
  • Boccaletti S; CNR - Institute of Complex Systems, Via Madonna del Piano 10, I-50019, Sesto Fiorentino, Italy.
  • Barzel B; Moscow Institute of Physics and Technology (National Research University), 9 Institutskiy per., Dolgoprudny, Moscow Region, 141701, Russian Federation.
Nat Commun ; 13(1): 6218, 2022 10 20.
Article en En | MEDLINE | ID: mdl-36266285
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.
Asunto(s)

Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Epidemias Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2022 Tipo del documento: Article País de afiliación: China

Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Epidemias Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2022 Tipo del documento: Article País de afiliación: China