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The source of individual heterogeneity shapes infectious disease outbreaks

Elie, B. and Selinger, C. and Alizon, S.. (2022) The source of individual heterogeneity shapes infectious disease outbreaks. Proc Biol Sci, 289 (1974). p. 20220232.

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Official URL: https://edoc.unibas.ch/90457/

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Abstract

There is known heterogeneity between individuals in infectious disease transmission patterns. The source of this heterogeneity is thought to affect epidemiological dynamics but studies tend not to control for the overall heterogeneity in the number of secondary cases caused by an infection. To explore the role of individual variation in infection duration and transmission rate in parasite emergence and spread, while controlling for this potential bias, we simulate stochastic outbreaks with and without parasite evolution. As expected, heterogeneity in the number of secondary cases decreases the probability of outbreak emergence. Furthermore, for epidemics that do emerge, assuming more realistic infection duration distributions leads to faster outbreaks and higher epidemic peaks. When parasites require adaptive mutations to cause large epidemics, the impact of heterogeneity depends on the underlying evolutionary model. If emergence relies on within-host evolution, decreasing the infection duration variance decreases the probability of emergence. These results underline the importance of accounting for realistic distributions of transmission rates to anticipate the effect of individual heterogeneity on epidemiological dynamics.
Faculties and Departments:09 Associated Institutions > Swiss Tropical and Public Health Institute (Swiss TPH)
09 Associated Institutions > Swiss Tropical and Public Health Institute (Swiss TPH) > Department of Epidemiology and Public Health (EPH) > Health Interventions > Analytics and Intervention Modelling (Pothin)
UniBasel Contributors:Selinger, Christian
Item Type:Article, refereed
Article Subtype:Research Article
ISSN:1471-2954 (Electronic)0962-8452 (Linking)
Note:Publication type according to Uni Basel Research Database: Journal article
Identification Number:
Last Modified:21 Dec 2022 18:46
Deposited On:21 Dec 2022 18:46

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