R. Abdullah, Irina Badralexi, Laurance Fakih, A. Halanay
{"title":"Mathematical Modeling of Immune Dynamics in Chronic Myeloid Leukemia Therapy: Unraveling Allergic Reactions and T Cell Subset Modulation by Imatinib","authors":"R. Abdullah, Irina Badralexi, Laurance Fakih, A. Halanay","doi":"10.3390/axioms13070464","DOIUrl":null,"url":null,"abstract":"This mathematical model delves into the dynamics of the immune system during Chronic Myeloid Leukemia (CML) therapy with imatinib. The focus lies in elucidating the allergic reactions induced by imatinib, specifically its impact on T helper (Th) cells and Treg cells. The model integrates cellular interactions, drug pharmacokinetics, and immune responses to unveil the mechanisms underlying the dominance of Th2 over Th1 and Treg cells, leading to allergic manifestations. Through a system of coupled delay differential equations, the interplay between healthy and leukemic cells, the influence of imatinib on T cell dynamics, and the emergence of allergic reactions during CML therapy are explored.","PeriodicalId":502355,"journal":{"name":"Axioms","volume":"38 19","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Axioms","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/axioms13070464","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This mathematical model delves into the dynamics of the immune system during Chronic Myeloid Leukemia (CML) therapy with imatinib. The focus lies in elucidating the allergic reactions induced by imatinib, specifically its impact on T helper (Th) cells and Treg cells. The model integrates cellular interactions, drug pharmacokinetics, and immune responses to unveil the mechanisms underlying the dominance of Th2 over Th1 and Treg cells, leading to allergic manifestations. Through a system of coupled delay differential equations, the interplay between healthy and leukemic cells, the influence of imatinib on T cell dynamics, and the emergence of allergic reactions during CML therapy are explored.
该数学模型深入研究了伊马替尼治疗慢性髓性白血病(CML)期间免疫系统的动态变化。重点在于阐明伊马替尼诱发的过敏反应,特别是其对T辅助细胞(Th)和Treg细胞的影响。该模型综合了细胞相互作用、药物药代动力学和免疫反应,揭示了Th2细胞对Th1细胞和Treg细胞的支配作用导致过敏表现的机制。该模型通过一个耦合延迟微分方程系统,探讨了健康细胞和白血病细胞之间的相互作用、伊马替尼对 T 细胞动力学的影响以及在 CML 治疗过程中过敏反应的出现。