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Article

Modeling How the Different Parts of the Immune System Fight Viruses

by
Benito Chen-Charpentier
Department of Mathematics, University of Texas at Arlington, Arlington, TX 76019, USA
Algorithms 2025, 18(9), 544; https://doi.org/10.3390/a18090544
Submission received: 3 July 2025 / Revised: 18 August 2025 / Accepted: 21 August 2025 / Published: 29 August 2025

Abstract

Viruses cause a large number of diseases. After penetrating into a host, the virus starts infecting healthy cells. Then it uses the RNA or DNA of the cell to replicate and afterward it explodes the infected cell, letting out many copies of the virus that can infect new cells. The innate and adaptive parts of the immune system defend the body by eliminating both the free viruses and the infected cells. Neutrophils, macrophages, natural killer cells, helper T cells (CD4+) and cytotoxic T lymphocytes (CD8+) are among the participating immune cells. The interactions are complex and not fully understood. In this paper, we present and study three mathematical models based on ordinary differential equations of virus and immune system interactions with different complexities, and also introduce possible treatments. We discuss the advantages and disadvantages of each model. We do global sensitivity analysis and numerical simulations. Finally, we present conclusions including comments about the complexity of mathematical models.
Keywords: mathematical model; virus infection; immune system; sensitivity analysis mathematical model; virus infection; immune system; sensitivity analysis

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MDPI and ACS Style

Chen-Charpentier, B. Modeling How the Different Parts of the Immune System Fight Viruses. Algorithms 2025, 18, 544. https://doi.org/10.3390/a18090544

AMA Style

Chen-Charpentier B. Modeling How the Different Parts of the Immune System Fight Viruses. Algorithms. 2025; 18(9):544. https://doi.org/10.3390/a18090544

Chicago/Turabian Style

Chen-Charpentier, Benito. 2025. "Modeling How the Different Parts of the Immune System Fight Viruses" Algorithms 18, no. 9: 544. https://doi.org/10.3390/a18090544

APA Style

Chen-Charpentier, B. (2025). Modeling How the Different Parts of the Immune System Fight Viruses. Algorithms, 18(9), 544. https://doi.org/10.3390/a18090544

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