Analysis of a fractional order epidemiological model for tuberculosis transmission with vaccination and reinfection

被引:0
|
作者
Nandi, Tanni Rani [1 ]
Saha, Amit Kumar [1 ]
Roy, Sudharonjon [2 ]
机构
[1] Univ Dhaka, Dept Math, Dhaka 1000, Bangladesh
[2] Texas Tech Univ, Dept Math & Stat, Lubbock, TX 79409 USA
来源
SCIENTIFIC REPORTS | 2024年 / 14卷 / 01期
关键词
Caputo-Fabrizio fractional order; Vaccination reproduction number; Exogenous reinfection; Ulam-Hyers stability; Endogenous reactivation; MYCOBACTERIUM-TUBERCULOSIS; ENDOGENOUS REACTIVATION; DYNAMICS;
D O I
10.1038/s41598-024-73392-x
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This study has been carried out using a novel mathematical model on the dynamics of tuberculosis (TB) transmission considering vaccination, endogenous re-activation of the dormant infection, and exogenous re-infection. We can comprehend the behavior of TB under the influence of vaccination from this article. We compute the basic reproduction number (R0\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${\mathcal {R}}_0$$\end{document}) as well as the vaccination reproduction number (Rv\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${\mathcal {R}}_v$$\end{document}) using the next-generation matrix (NGM) approach. The theoretical analysis demonstrates that the disease-free equilibrium point is locally asymptotically stable, and the fractional order system is Ulam-Hyers type stable. We perform numerical simulation of our model using the Adams-Bashforth 3-step method to verify the theoretical results and to show the model outputs graphically. By performing data fitting, we observe that our formulated model produces results that closely match real-world data. Our findings indicate that vaccinating a limited segment of the population can effectively eradicate the disease. The numerical simulations also show that vaccination can reduce the number of susceptible and infectious individuals in the population. Moreover, the graphical representations illustrate that the number of infected individuals rises due to both exogenous reinfection and endogenous reactivation.
引用
收藏
页数:21
相关论文
共 50 条
  • [1] An Epidemiological Model for Tuberculosis Considering Environmental Transmission and Reinfection
    Li, Qiuyun
    Wang, Fengna
    MATHEMATICS, 2023, 11 (11)
  • [2] Analysis of a fractional-order model for dengue transmission dynamics with quarantine and vaccination measures
    Usman, Muhammad
    Abbas, Mujahid
    Khan, Safeer Hussain
    Omame, Andrew
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [3] Dynamics of Tuberculosis Transmission Model with Reinfection Issues
    Sulayman, F.
    Abdullah, F. A.
    MATEMATIKA, 2023, 39 (02) : 125 - 148
  • [4] A FRACTIONAL ORDER MODEL OF HEPATITIS B TRANSMISSION UNDER THE EFFECT OF VACCINATION
    Demirci, Elif
    COMMUNICATIONS FACULTY OF SCIENCES UNIVERSITY OF ANKARA-SERIES A1 MATHEMATICS AND STATISTICS, 2022, 71 (02): : 566 - 580
  • [5] Analysis of a delayed malaria transmission model including vaccination with waning immunity and reinfection
    Li, Jinhui
    Teng, Zhidong
    Wang, Ning
    Chen, Wei
    JOURNAL OF APPLIED MATHEMATICS AND COMPUTING, 2024, 70 (04) : 3917 - 3946
  • [6] Mathematical analysis of a novel fractional order vaccination model for Tuberculosis incorporating susceptible class with underlying ailment
    El-Mesady, A.
    Peter, Olumuyiwa James
    Omame, Andrew
    Oguntolu, Festus Abiodun
    INTERNATIONAL JOURNAL OF MODELLING AND SIMULATION, 2024,
  • [7] Fractional-Order Model for Evolution of Bovine Tuberculosis with Vaccination and Contaminated Environment
    Diallo, Boubacar
    Okelo, Jeconia Abonyo
    Osman, Shaibu
    Karanja, Simon
    Aguegboh, Nnaemeka Stanley
    JOURNAL OF APPLIED MATHEMATICS, 2024, 2024
  • [8] The analysis of fractional-order hepatitis B epidemiological model
    Khan, Tahir
    WAVES IN RANDOM AND COMPLEX MEDIA, 2022,
  • [9] The Transmission Dynamics of Hepatitis B Virus via the Fractional-Order Epidemiological Model
    Khan, Tahir
    Qian, Zi-Shan
    Ullah, Roman
    Al Alwan, Basem
    Zaman, Gul
    Al-Mdallal, Qasem M.
    El Khatib, Youssef
    Kheder, Khaled
    COMPLEXITY, 2021, 2021
  • [10] ANALYSIS OF A FRACTIONAL ORDER MATHEMATICAL MODEL FOR TUBERCULOSIS WITH OPTIMAL CONTROL
    Shi, Ruiqing
    Ren, Jianing
    Wang, Cuihong
    JOURNAL OF NONLINEAR FUNCTIONAL ANALYSIS, 2020, 2020