Susceptible host dynamics explain pathogen resilience to perturbations

Interventions to slow the spread of SARS-CoV-2 significantly disrupted the transmission of other pathogens. As interventions lifted, whether and when human pathogens would eventually return to their prepandemic dynamics remains to be answered. Here, we present a framework for estimating pathogen resilience based on how fast epidemic patterns return to their prepandemic dynamics. By analyzing time series data from Hong Kong, Canada, Korea, and the United States, we quantify the resilience of common respiratory pathogens and further predict when each pathogen will eventually return to its prepandemic dynamics. Our predictions are able to distinguish which pathogens should have returned already, and deviations from these predictions reveal long-term impacts of pandemic perturbations. We find a faster rate of susceptible replenishment underlies pathogen resilience and sensitivity to both large and small perturbations. Overall, our analysis highlights the persistent nature of common respiratory pathogens compared to vaccine-preventable infections, such as measles.

Authors

Institutions

Publication Details

Journal
Proceedings of the National Academy of Sciences
Published
2026-01-02
DOI
https://doi.org/10.1073/pnas.2517518122
Citations
2
Primary Topic
COVID-19 epidemiological studies
Type
article
Field-Weighted Citation Impact
82.77

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Susceptible host dynamics explain pathogen resilience to perturbations

Bjarke Frost Nielsen, S. Cobey, Emily Howerton, Sang Woo Park et al.
2 citations
Proceedings of the National Academy of Sciences
COVID-19 epidemiological studies
82.77
article

Susceptible host dynamics explain pathogen resilience to perturbations

Bjarke Frost Nielsen, S. Cobey, Emily Howerton, Sang Woo Park, Bryan T. Grenfell
article en
2 citations

Abstract

Interventions to slow the spread of SARS-CoV-2 significantly disrupted the transmission of other pathogens. As interventions lifted, whether and when human pathogens would eventually return to their prepandemic dynamics remains to be answered. Here, we present a framework for estimating pathogen resilience based on how fast epidemic patterns return to their prepandemic dynamics. By analyzing time series data from Hong Kong, Canada, Korea, and the United States, we quantify the resilience of common respiratory pathogens and further predict when each pathogen will eventually return to its prepandemic dynamics. Our predictions are able to distinguish which pathogens should have returned already, and deviations from these predictions reveal long-term impacts of pandemic perturbations. We find a faster rate of susceptible replenishment underlies pathogen resilience and sensitivity to both large and small perturbations. Overall, our analysis highlights the persistent nature of common respiratory pathogens compared to vaccine-preventable infections, such as measles.

Proceedings of the National Academy of SciencesVol. 123(1)
Roskilde University (DK), University of Copenhagen (DK), Seoul National University (KR), Princeton University (US), University of Chicago (US), Environmental Institute (SK)
U.S. Department of Health and Human Services, National Research Foundation, Danmarks Grundforskningsfond, Seoul National University, National Institutes of Health, Centers for Disease Control and Prevention, National Cancer Institute, National Institute of Allergy and Infectious Diseases
Good health and well-being
Openalex Percentile: Top 0%
COVID-19 epidemiological studies
82.77
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Susceptible host dynamics explain pathogen resilience to perturbations — Bjarke Frost Nielsen, S. Cobey, et al. · Proceedings of the National Academy of Sciences (2026) | TGRS Research Map | TGRS