Integrating viral kinetics into routine outbreak surveillance: challenges, opportunities and lessons from COVID-19

Viral kinetics provide crucial insights into the biology and epidemiology of infections, with direct implications for basic science, therapeutics development and policy. The COVID-19 pandemic showcased the power of viral kinetics surveillance and modelling; however, our understanding of viral kinetics has been limited to retrospective analyses, convenience samples and bespoke models. To strengthen responses to ongoing and emerging outbreaks, we argue that viral kinetics should be a core component of pathogen surveillance. Building upon insights gained during the COVID-19 pandemic, we review ways that continuous viral kinetic surveillance supports infectious disease response by informing epidemiological parameters, development and deployment of therapeutics, and adaptive policy design. To achieve this, various challenges must be addressed regarding data standards, study design and communication. We advocate for the creation of a global, living library of viral kinetics data, with associated data sharing standards, modelling toolkits and on-demand epidemiological reports. Successfully integrating viral kinetics into active disease surveillance efforts will support both active outbreak response and improve the knowledge base vital for pandemic preparedness. This article is part of the Theo Murphy meeting issue 'Evaluating anti-infective drugs'.

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Publication Details

Journal
Philosophical Transactions of the Royal Society B Biological Sciences
Published
2026-04-30
DOI
https://doi.org/10.1098/rstb.2024.0347
Primary Topic
Viral Infections and Outbreaks Research
Type
article
Field-Weighted Citation Impact
0.00

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article

Integrating viral kinetics into routine outbreak surveillance: challenges, opportunities and lessons from COVID-19

Daniel B. Larremore, Aishani V. Aatresh, James A. Hay, Stephen Kissler
Philosophical Transactions of the Royal Society B Biological Sciences
Viral Infections and Outbreaks Research
article

Integrating viral kinetics into routine outbreak surveillance: challenges, opportunities and lessons from COVID-19

Daniel B. Larremore, Aishani V. Aatresh, James A. Hay, Stephen Kissler
article en

Abstract

Viral kinetics provide crucial insights into the biology and epidemiology of infections, with direct implications for basic science, therapeutics development and policy. The COVID-19 pandemic showcased the power of viral kinetics surveillance and modelling; however, our understanding of viral kinetics has been limited to retrospective analyses, convenience samples and bespoke models. To strengthen responses to ongoing and emerging outbreaks, we argue that viral kinetics should be a core component of pathogen surveillance. Building upon insights gained during the COVID-19 pandemic, we review ways that continuous viral kinetic surveillance supports infectious disease response by informing epidemiological parameters, development and deployment of therapeutics, and adaptive policy design. To achieve this, various challenges must be addressed regarding data standards, study design and communication. We advocate for the creation of a global, living library of viral kinetics data, with associated data sharing standards, modelling toolkits and on-demand epidemiological reports. Successfully integrating viral kinetics into active disease surveillance efforts will support both active outbreak response and improve the knowledge base vital for pandemic preparedness. This article is part of the Theo Murphy meeting issue 'Evaluating anti-infective drugs'.

Philosophical Transactions of the Royal Society B Biological SciencesVol. 381(1949)
Santa Fe Institute (US), John F. Kennedy University (US), University of Colorado Boulder (US), University of Colorado System (US), University of Oxford (GB), Dana-Farber/Harvard Cancer Center (US)
National Science Foundation, Wellcome Trust
Good health and well-being
Openalex Percentile: Top 10%
Viral Infections and Outbreaks Research
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