Mathematical models to study the biology of pathogens and the infectious diseases they cause.
Publication
, Journal Article
Xavier, JB; Monk, JM; Poudel, S; Norsigian, CJ; Sastry, AV; Liao, C; Bento, J; Suchard, MA; Arrieta-Ortiz, ML; Peterson, EJR; Baliga, NS ...
Published in: iScience
April 2022
Mathematical models have many applications in infectious diseases: epidemiologists use them to forecast outbreaks and design containment strategies; systems biologists use them to study complex processes sustaining pathogens, from the metabolic networks empowering microbial cells to ecological networks in the microbiome that protects its host. Here, we (1) review important models relevant to infectious diseases, (2) draw parallels among models ranging widely in scale. We end by discussing a minimal set of information for a model to promote its use by others and to enable predictions that help us better fight pathogens and the diseases they cause.
Duke Scholars
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Published In
iScience
DOI
EISSN
2589-0042
ISSN
2589-0042
Publication Date
April 2022
Volume
25
Issue
4
Start / End Page
104079
Citation
APA
Chicago
ICMJE
MLA
NLM
Xavier, J. B., Monk, J. M., Poudel, S., Norsigian, C. J., Sastry, A. V., Liao, C., … Yeaman, M. R. (2022). Mathematical models to study the biology of pathogens and the infectious diseases they cause. IScience, 25(4), 104079. https://doi.org/10.1016/j.isci.2022.104079
Xavier, Joao B., Jonathan M. Monk, Saugat Poudel, Charles J. Norsigian, Anand V. Sastry, Chen Liao, Jose Bento, et al. “Mathematical models to study the biology of pathogens and the infectious diseases they cause.” IScience 25, no. 4 (April 2022): 104079. https://doi.org/10.1016/j.isci.2022.104079.
Xavier JB, Monk JM, Poudel S, Norsigian CJ, Sastry AV, Liao C, et al. Mathematical models to study the biology of pathogens and the infectious diseases they cause. iScience. 2022 Apr;25(4):104079.
Xavier, Joao B., et al. “Mathematical models to study the biology of pathogens and the infectious diseases they cause.” IScience, vol. 25, no. 4, Apr. 2022, p. 104079. Epmc, doi:10.1016/j.isci.2022.104079.
Xavier JB, Monk JM, Poudel S, Norsigian CJ, Sastry AV, Liao C, Bento J, Suchard MA, Arrieta-Ortiz ML, Peterson EJR, Baliga NS, Stoeger T, Ruffin F, Richardson RAK, Gao CA, Horvath TD, Haag AM, Wu Q, Savidge T, Yeaman MR. Mathematical models to study the biology of pathogens and the infectious diseases they cause. iScience. 2022 Apr;25(4):104079.
Published In
iScience
DOI
EISSN
2589-0042
ISSN
2589-0042
Publication Date
April 2022
Volume
25
Issue
4
Start / End Page
104079