Opportunities and challenges in modeling emerging infectious diseases.

C Jessica E Metcalf, Justin Lessler
Author Information
  1. C Jessica E Metcalf: Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, USA. cmetcalf@princeton.edu. ORCID
  2. Justin Lessler: Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA. ORCID

Abstract

The term "pathogen emergence" encompasses everything from previously unidentified viruses entering the human population to established pathogens invading new populations and the evolution of drug resistance. Mathematical models of emergent pathogens allow forecasts of case numbers, investigation of transmission mechanisms, and evaluation of control options. Yet, there are numerous limitations and pitfalls to their use, often driven by data scarcity. Growing availability of data on pathogen genetics and human ecology, coupled with computational and methodological innovations, is amplifying the power of models to inform the public health response to emergence events. Tighter integration of infectious disease models with public health practice and development of resources at the ready has the potential to increase the timeliness and quality of responses.

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Grants

  1. P2C HD047879/NICHD NIH HHS

MeSH Term

Animals
Communicable Diseases, Emerging
Humans
Models, Theoretical
Public Health Practice