• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

结核病与糖尿病共存动态的分数阶建模

Fractional-order modeling of tuberculosis and diabetes mellitus co-existence dynamics.

作者信息

Abdo Mohammed S, Alghamdi Najla, Alzumi Hadeel Z, Shammakh Wafa

机构信息

Department of Mathematics, Hodeidah University, Al-Hudaydah, 3114, Yemen.

Department of Mathematics and Statistics, College of Science, University of Jeddah, Jeddah, Saudi Arabia.

出版信息

Comput Biol Med. 2025 Sep;195:110514. doi: 10.1016/j.compbiomed.2025.110514. Epub 2025 Jun 21.

DOI:10.1016/j.compbiomed.2025.110514
PMID:40544801
Abstract

This paper proposes a fractional-order model using the Atangana-Baleanu-Caputo derivative to study the co-dynamics of tuberculosis and diabetes mellitus among susceptible (S), TB-infected (I), DM-infected (D), and co-existence (C) populations. The model's well-posedness is established via the Banach fixed-point theorem, ensuring the uniqueness and positivity of solutions. Basic reproduction numbers (R,R,R) are derived, with values exceeding unity indicating the instability of the disease-free equilibrium and progression toward endemicity. Sensitivity analysis highlights key parameters (β,β,δ,δ,δ) affecting co-existence dynamics. Numerical simulation is conducted over T=365 days (1 year) with a unit step h=1 day, using the Adams-Bashforth method to reveal that lower fractional orders α∈(0,0.8] slow disease decay. The model is validated against real data over 90 days at α=0.5 using logistic growth for C(t). Results underscore the effectiveness of fractional calculus in modeling chronic co-existence and guiding control strategies.

摘要

本文提出了一个使用阿坦加纳-巴莱努-卡普托导数的分数阶模型,以研究易感人群(S)、结核病感染人群(I)、糖尿病感染人群(D)和共存人群(C)中结核病和糖尿病的共同动态。通过巴拿赫不动点定理建立了模型的适定性,确保了解的唯一性和正性。推导了基本再生数(R、R、R),其值超过1表明无病平衡点不稳定并向地方病发展。敏感性分析突出了影响共存动态的关键参数(β、β、δ、δ、δ)。使用亚当斯-巴什福思方法在T = 365天(1年)内进行数值模拟,步长h = 1天,结果表明较低的分数阶α∈(0, 0.8]会减缓疾病衰退。在α = 0.5时,使用C(t)的逻辑增长对90天的真实数据进行了模型验证。结果强调了分数阶微积分在模拟慢性共存和指导控制策略方面的有效性。

相似文献

1
Fractional-order modeling of tuberculosis and diabetes mellitus co-existence dynamics.结核病与糖尿病共存动态的分数阶建模
Comput Biol Med. 2025 Sep;195:110514. doi: 10.1016/j.compbiomed.2025.110514. Epub 2025 Jun 21.
2
Optimal vaccination model of airborne infection under variable humidity and demographic heterogeneity for hybrid fractional operator technique.基于混合分数阶算子技术的可变湿度和人口结构异质性下空气传播感染的最优疫苗接种模型
Sci Rep. 2025 Apr 26;15(1):14604. doi: 10.1038/s41598-025-93346-1.
3
Atangana-Baleanu fractional optimal control for dengue dynamics with stability analysis.用于登革热动力学的阿坦加纳-巴莱亚努分数阶最优控制及稳定性分析
Comput Biol Med. 2025 Aug;194:110476. doi: 10.1016/j.compbiomed.2025.110476. Epub 2025 Jun 10.
4
A mathematical fractal-fractional model to control tuberculosis prevalence with sensitivity, stability, and simulation under feasible circumstances.一种具有灵敏度、稳定性和在可行情况下进行模拟的用于控制结核病流行的数学分形-分数模型。
Comput Biol Med. 2024 Aug;178:108756. doi: 10.1016/j.compbiomed.2024.108756. Epub 2024 Jun 19.
5
Deep learning-driven insights into the transmission dynamics of hepatitis B virus with treatment.深度学习助力洞察乙型肝炎病毒治疗中的传播动力学。
Sci Rep. 2025 Jul 3;15(1):23741. doi: 10.1038/s41598-025-06660-z.
6
Molecular clustering of patients with diabetes and pulmonary tuberculosis: A systematic review and meta-analysis.糖尿病合并肺结核患者的分子聚类:系统评价与荟萃分析
PLoS One. 2017 Sep 13;12(9):e0184675. doi: 10.1371/journal.pone.0184675. eCollection 2017.
7
Prevalence and associated factors of tuberculosis and diabetes mellitus comorbidity: A systematic review.结核病与糖尿病合并症的患病率及相关因素:一项系统综述。
PLoS One. 2017 Apr 21;12(4):e0175925. doi: 10.1371/journal.pone.0175925. eCollection 2017.
8
Bi-directional screening for tuberculosis and diabetes: a systematic review.双向筛查结核病和糖尿病:系统评价。
Trop Med Int Health. 2010 Nov;15(11):1300-14. doi: 10.1111/j.1365-3156.2010.02632.x. Epub 2010 Sep 24.
9
Fractional-order SIR model for ADHD as a neurobiological and genetic disorder.注意力缺陷多动障碍作为一种神经生物学和遗传性疾病的分数阶SIR模型
Sci Rep. 2025 Jul 2;15(1):22992. doi: 10.1038/s41598-025-07646-7.
10
The impact of diabetes mellitus on the emergence of multi-drug resistant tuberculosis and treatment failure in TB-diabetes comorbid patients: a systematic review and meta-analysis.糖尿病对耐多药结核病的发生和结核病合并糖尿病患者治疗失败的影响:系统评价和荟萃分析。
Front Public Health. 2023 Nov 16;11:1244450. doi: 10.3389/fpubh.2023.1244450. eCollection 2023.