Rezaul Karim , M. Ali Akbar , M. A. Bkar Pk , Pinakee Dey
{"title":"A study on fractional-order mathematical and parameter analysis for CAR T-cell therapy for leukemia using homotopy perturbation method","authors":"Rezaul Karim , M. Ali Akbar , M. A. Bkar Pk , Pinakee Dey","doi":"10.1016/j.padiff.2025.101152","DOIUrl":null,"url":null,"abstract":"<div><div>Leukemia is a malignant blood cancer that originates in the bone marrow is typified by the uncontrolled proliferation of aberrant blood cells. Globally, it is one of the main causes of health issues. In this study, we present a fractional-order four compartmental mathematical model (MM) of leukemia, which includes susceptible blood cells <em>S</em><sub>1</sub>(<em>t</em>), infected blood cells <em>I</em><sub>1</sub>(<em>t</em>), cancer cells <em>C</em><sub>1</sub>(<em>t</em>), and immune blood cells <em>W</em><sub>1</sub>(<em>t</em>), and we analyze the dynamics of transmission of the disease. We use the homotopy perturbation method (HPM) to develop analytical solutions and classical fourth-order Runge-Kutta (RK4) approach to obtain numerical solutions for the mathematical model (MM) of leukemia. Moreover, the concerned solutions which have been found using the methods are compared. For the fractional parameter of α = 0.25, the result shows that the fractional order (FO) model gives better accuracy and stability compared to the conventional integer-order model. For that reason, we emphasize the significance of FO modeling in understanding the spread of leukemia.</div></div>","PeriodicalId":34531,"journal":{"name":"Partial Differential Equations in Applied Mathematics","volume":"14 ","pages":"Article 101152"},"PeriodicalIF":0.0000,"publicationDate":"2025-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Partial Differential Equations in Applied Mathematics","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2666818125000798","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Mathematics","Score":null,"Total":0}
引用次数: 0
Abstract
Leukemia is a malignant blood cancer that originates in the bone marrow is typified by the uncontrolled proliferation of aberrant blood cells. Globally, it is one of the main causes of health issues. In this study, we present a fractional-order four compartmental mathematical model (MM) of leukemia, which includes susceptible blood cells S1(t), infected blood cells I1(t), cancer cells C1(t), and immune blood cells W1(t), and we analyze the dynamics of transmission of the disease. We use the homotopy perturbation method (HPM) to develop analytical solutions and classical fourth-order Runge-Kutta (RK4) approach to obtain numerical solutions for the mathematical model (MM) of leukemia. Moreover, the concerned solutions which have been found using the methods are compared. For the fractional parameter of α = 0.25, the result shows that the fractional order (FO) model gives better accuracy and stability compared to the conventional integer-order model. For that reason, we emphasize the significance of FO modeling in understanding the spread of leukemia.