Megan Dixon , Tuan Anh Phan , J.C. Dallon , Jianjun Paul Tian
{"title":"Mathematical model for IL-2-based cancer immunotherapy","authors":"Megan Dixon , Tuan Anh Phan , J.C. Dallon , Jianjun Paul Tian","doi":"10.1016/j.mbs.2024.109187","DOIUrl":null,"url":null,"abstract":"<div><p>A basic mathematical model for IL-2-based cancer immunotherapy is proposed and studied. Our analysis shows that the outcome of therapy is mainly determined by three parameters, the relative death rate of CD<span><math><msup><mrow><mn>4</mn></mrow><mrow><mo>+</mo></mrow></msup></math></span> T cells, the relative death rate of CD<span><math><msup><mrow><mn>8</mn></mrow><mrow><mo>+</mo></mrow></msup></math></span> T cells, and the dose of IL-2 treatment. Minimal equilibrium tumor size can be reached with a large dose of IL-2 in the case that CD<span><math><msup><mrow><mn>4</mn></mrow><mrow><mo>+</mo></mrow></msup></math></span> T cells die out. However, in cases where CD<span><math><msup><mrow><mn>4</mn></mrow><mrow><mo>+</mo></mrow></msup></math></span> and CD<span><math><msup><mrow><mn>8</mn></mrow><mrow><mo>+</mo></mrow></msup></math></span> T cells persist, the final tumor size is independent of the IL-2 dose and is given by the relative death rate of CD<span><math><msup><mrow><mn>4</mn></mrow><mrow><mo>+</mo></mrow></msup></math></span> T cells. Two groups of in silico clinical trials show some short-term behaviors of IL-2 treatment. IL-2 administration can slow the proliferation of CD<span><math><msup><mrow><mn>4</mn></mrow><mrow><mo>+</mo></mrow></msup></math></span> T cells, while high doses for a short period of time over several days transiently increase the population of CD<span><math><msup><mrow><mn>8</mn></mrow><mrow><mo>+</mo></mrow></msup></math></span> T cells during treatment before it recedes to its equilibrium. IL-2 administration for a short period of time over many days suppresses the tumor population for a longer time before approaching its steady-state levels. This implies that intermittent administration of IL-2 may be a good strategy for controlling tumor size.</p></div>","PeriodicalId":1,"journal":{"name":"Accounts of Chemical Research","volume":null,"pages":null},"PeriodicalIF":16.4000,"publicationDate":"2024-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Accounts of Chemical Research","FirstCategoryId":"99","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0025556424000476","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
A basic mathematical model for IL-2-based cancer immunotherapy is proposed and studied. Our analysis shows that the outcome of therapy is mainly determined by three parameters, the relative death rate of CD T cells, the relative death rate of CD T cells, and the dose of IL-2 treatment. Minimal equilibrium tumor size can be reached with a large dose of IL-2 in the case that CD T cells die out. However, in cases where CD and CD T cells persist, the final tumor size is independent of the IL-2 dose and is given by the relative death rate of CD T cells. Two groups of in silico clinical trials show some short-term behaviors of IL-2 treatment. IL-2 administration can slow the proliferation of CD T cells, while high doses for a short period of time over several days transiently increase the population of CD T cells during treatment before it recedes to its equilibrium. IL-2 administration for a short period of time over many days suppresses the tumor population for a longer time before approaching its steady-state levels. This implies that intermittent administration of IL-2 may be a good strategy for controlling tumor size.
期刊介绍:
Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance.
Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.