Preventing Disease Emergence Following Eradication: Application to Mpox

We use simple mathematical models to explore the factors that influence the evolutionary emergence of mpox to a pathogen capable of sustained human to human transmission that poses a global threat. Smallpox eradication followed by the discontinuation of immunization with vaccinia has led to a decline in the level of population immunity against related poxviruses such as mpox. This decline in immunity results in an increase in both the number of spillovers and the extent of human to human transmission. We find that increases in transmissibility of mpox between humans have a much greater effect on the probability of evolutionary emergence compared with increases in the number of zoonotic spillovers. We suggest that while mpox only needs to have a reproductive number slightly greater than one to become endemic, subsequent adaptation is likely to further increase its transmissibility in the human population. As a consequence a much higher level of vaccination (or other intervention) is needed to control the pathogen after its evolutionary emergence compared with what is needed to prevent it from emerging in the first place.

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Publication Details

Journal
bioRxiv (Cold Spring Harbor Laboratory)
Published
2026-03-04
DOI
https://doi.org/10.64898/2026.03.03.709287
Primary Topic
Poxvirus research and outbreaks
Type
article
Field-Weighted Citation Impact
0.00
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article

Preventing Disease Emergence Following Eradication: Application to Mpox

Julia Deichmann, Daniel B. Weissman, Andreas Handel, Rustom Antia et al.
bioRxiv (Cold Spring Harbor Laboratory)
Poxvirus research and outbreaks
article

Preventing Disease Emergence Following Eradication: Application to Mpox

Julia Deichmann, Daniel B. Weissman, Andreas Handel, Rustom Antia, Ananya Saha, Cora Hirst, Ira M. Longini, Marc Lipsitch
article en

Abstract

We use simple mathematical models to explore the factors that influence the evolutionary emergence of mpox to a pathogen capable of sustained human to human transmission that poses a global threat. Smallpox eradication followed by the discontinuation of immunization with vaccinia has led to a decline in the level of population immunity against related poxviruses such as mpox. This decline in immunity results in an increase in both the number of spillovers and the extent of human to human transmission. We find that increases in transmissibility of mpox between humans have a much greater effect on the probability of evolutionary emergence compared with increases in the number of zoonotic spillovers. We suggest that while mpox only needs to have a reproductive number slightly greater than one to become endemic, subsequent adaptation is likely to further increase its transmissibility in the human population. As a consequence a much higher level of vaccination (or other intervention) is needed to control the pathogen after its evolutionary emergence compared with what is needed to prevent it from emerging in the first place.

bioRxiv (Cold Spring Harbor Laboratory)
SRI International (US), Center for Disease Dynamics, Economics & Policy (US), Harvard University (US), Emory University (US), University of Georgia (US), University of Florida (US), Stanford University (US)
Good health and well-being
Openalex Percentile: Top 39%
Poxvirus research and outbreaks
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