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The probability of severe disease in zoonotic and commensal infections
1Department of Ecology and Evolutionary Biology, University of California, Irvine 92697-2525, USA. safrank@uci.edu
Abstract:
Cross-species transfers of pathogens (zoonoses) cause some of the most virulent diseases, including anthrax, hantavirus and Q fever. Zoonotic infections occur when a pathogen moves from its reservoir host species into a secondary host species. Similarly, commensal infections often have a primary reservoir location within their hosts' bodies from which they rarely cause disease symptoms, but commensals such as Neisseria meningitidis cause severe disease when they cross into a different body compartment from their normal location. Both zoonotic and commensal infections cause either mild symptoms or severe disease, but rarely intermediate symptoms. We develop a mathematical model for studying three factors that affect the probability of severe disease: the size of the inoculum, the route of inoculation and the frequency of naturally occurring infections that do not cause symptoms but do induce protective immunity (vaccinating inoculations). With a single route of infection, increasing pathogen density causes inoculations to develop more often into disease rather than asymptomatic vaccinations that provide protective immunity. With two routes of infection, it may happen that a lower density of a pathogen or of a particular antigenic variant leads to a relatively higher frequency of disease-inducing versus vaccinating inoculations. This reversal occurs when one route of infection tends to vaccinate against relatively common pathogens but less often vaccinates against relatively rare pathogens, whereas the other route of infection is susceptible to disease-inducing inoculation even at relatively low pathogen density.
Insights
Understanding pathogen transmission is key to preventing severe diseases. This study models how inoculum size, infection route, and asymptomatic immunity influence disease severity in zoonotic and commensal infections.
Area of Science:
- Infectious Diseases
- Mathematical Modeling
- Pathogen Dynamics
Background:
- Zoonotic and commensal infections can cause mild or severe diseases, with few intermediate outcomes.
- Pathogen transmission dynamics are influenced by host-pathogen interactions and infection routes.
- Asymptomatic infections can induce protective immunity, acting as natural vaccinations.
Purpose of the Study:
- To develop a mathematical model analyzing factors influencing severe disease probability.
- To investigate the impact of inoculum size, inoculation route, and asymptomatic immunity on disease outcomes.
- To explore how multiple infection routes affect the balance between disease and protective immunity.
Main Methods:
- Development of a mathematical model to simulate infection dynamics.
- Analysis of three key factors: inoculum size, inoculation route, and frequency of asymptomatic infections.
- Examination of single and dual inoculation routes to assess disease probability.
Main Results:
- Increased pathogen density favors disease over asymptomatic, immunity-inducing infections in single-route scenarios.
- Dual inoculation routes can lead to a higher frequency of severe disease at lower pathogen densities.
- A reversal in disease-inducing versus vaccinating inoculation frequency can occur with multiple routes.
Conclusions:
- Inoculum characteristics and infection routes significantly modulate disease severity.
- Multiple infection routes introduce complex dynamics that can increase the risk of severe disease.
- Mathematical modeling provides insights into preventing and managing infectious diseases.
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