Muhammad Asad Ullah, Nauman Raza, Parvaiz Ahmad Naik, Muhammad Farman, Younes Chahlaoui, Zhengxin Huang
{"title":"抗逆转录病毒治疗作用下艾滋病毒/艾滋病传播的数学建模和动态观察。","authors":"Muhammad Asad Ullah, Nauman Raza, Parvaiz Ahmad Naik, Muhammad Farman, Younes Chahlaoui, Zhengxin Huang","doi":"10.1080/10255842.2025.2497404","DOIUrl":null,"url":null,"abstract":"<p><p>The Human Immunodeficiency Virus (HIV) attacks particular immune system cells such as Tcells (primarily CD+4T cells) and triggers lifetime severe sickness with a prolonged incubation period. This study develops and analyzes a novel mathematical model to understand the spread of the virus, using real-world data reported cases in Taiwan from 2000 to 2023. The mathematical properties of the model, such as existence, uniqueness, positivity, and boundedness, are rigorously examined to ensure reliability. Equilibrium points are determined, and their stability is analyzed to understand the long-term behavior of the disease. The fundamental reproduction number is obtained using the next generation approach. Sensitivity analysis is performed using different variables as response functions each time, employing Latin Hypercube Sampling and Partial Rank Correlation Coefficient with 200 iterations. Theoretical results are validated using numerical simulations and graphically display the impacts of different model parameters. Results indicate that reducing contact with infected individuals and accelerating disease management interventions can significantly lower the burden of infection.</p>","PeriodicalId":50640,"journal":{"name":"Computer Methods in Biomechanics and Biomedical Engineering","volume":" ","pages":"1-15"},"PeriodicalIF":1.7000,"publicationDate":"2025-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Mathematical modeling and dynamical observations of HIV/AIDS transmission under the role of antiretroviral treatment.\",\"authors\":\"Muhammad Asad Ullah, Nauman Raza, Parvaiz Ahmad Naik, Muhammad Farman, Younes Chahlaoui, Zhengxin Huang\",\"doi\":\"10.1080/10255842.2025.2497404\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The Human Immunodeficiency Virus (HIV) attacks particular immune system cells such as Tcells (primarily CD+4T cells) and triggers lifetime severe sickness with a prolonged incubation period. This study develops and analyzes a novel mathematical model to understand the spread of the virus, using real-world data reported cases in Taiwan from 2000 to 2023. The mathematical properties of the model, such as existence, uniqueness, positivity, and boundedness, are rigorously examined to ensure reliability. Equilibrium points are determined, and their stability is analyzed to understand the long-term behavior of the disease. The fundamental reproduction number is obtained using the next generation approach. Sensitivity analysis is performed using different variables as response functions each time, employing Latin Hypercube Sampling and Partial Rank Correlation Coefficient with 200 iterations. Theoretical results are validated using numerical simulations and graphically display the impacts of different model parameters. Results indicate that reducing contact with infected individuals and accelerating disease management interventions can significantly lower the burden of infection.</p>\",\"PeriodicalId\":50640,\"journal\":{\"name\":\"Computer Methods in Biomechanics and Biomedical Engineering\",\"volume\":\" \",\"pages\":\"1-15\"},\"PeriodicalIF\":1.7000,\"publicationDate\":\"2025-05-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computer Methods in Biomechanics and Biomedical Engineering\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1080/10255842.2025.2497404\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computer Methods in Biomechanics and Biomedical Engineering","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1080/10255842.2025.2497404","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
Mathematical modeling and dynamical observations of HIV/AIDS transmission under the role of antiretroviral treatment.
The Human Immunodeficiency Virus (HIV) attacks particular immune system cells such as Tcells (primarily CD+4T cells) and triggers lifetime severe sickness with a prolonged incubation period. This study develops and analyzes a novel mathematical model to understand the spread of the virus, using real-world data reported cases in Taiwan from 2000 to 2023. The mathematical properties of the model, such as existence, uniqueness, positivity, and boundedness, are rigorously examined to ensure reliability. Equilibrium points are determined, and their stability is analyzed to understand the long-term behavior of the disease. The fundamental reproduction number is obtained using the next generation approach. Sensitivity analysis is performed using different variables as response functions each time, employing Latin Hypercube Sampling and Partial Rank Correlation Coefficient with 200 iterations. Theoretical results are validated using numerical simulations and graphically display the impacts of different model parameters. Results indicate that reducing contact with infected individuals and accelerating disease management interventions can significantly lower the burden of infection.
期刊介绍:
The primary aims of Computer Methods in Biomechanics and Biomedical Engineering are to provide a means of communicating the advances being made in the areas of biomechanics and biomedical engineering and to stimulate interest in the continually emerging computer based technologies which are being applied in these multidisciplinary subjects. Computer Methods in Biomechanics and Biomedical Engineering will also provide a focus for the importance of integrating the disciplines of engineering with medical technology and clinical expertise. Such integration will have a major impact on health care in the future.