Control-theoretic immune tradeoffs explain SARS-CoV-2 virulence and transmission variation

user-5da93e5d530c70bec9508e2b(2021)

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摘要
Dramatic variation in SARS-CoV-2 virulence and transmission between hosts has driven the COVID-19 pandemic. The complexity and dynamics of the immune response present a challenge to understanding variation in SARS-CoV-2 infections. To address this challenge, we apply control theory, a framework used to study complex feedback systems, to establish rigorous mathematical bounds on immune responses. Two mechanisms of SARS-CoV-2 biology are sufficient to create extreme variation between hosts: (1) a sparsely expressed host receptor and (2) potent, but not unique, suppression of interferon. The resulting model unifies disparate and unexplained features of the SARS-CoV-2 pandemic, predicts features of future viruses that threaten to cause pandemics, and identifies potential interventions.
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关键词
Pandemic,Virulence,Variation (linguistics),Immune system,Transmission (medicine),Computational biology,Control (linguistics),Biology,Coronavirus disease 2019 (COVID-19),Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)
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