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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.

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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.
Journal cover image

Published In

iScience

DOI

EISSN

2589-0042

ISSN

2589-0042

Publication Date

April 2022

Volume

25

Issue

4

Start / End Page

104079