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具有治疗和疫苗接种的甲型H1N1流感模型的分岔分析

Bifurcation analysis of an influenza A (H1N1) model with treatment and vaccination.

作者信息

Mohammad Kazi Mehedi, Akhi Asma Akter, Kamrujjaman Md

机构信息

Department of Mathematics, University of Dhaka, Dhaka, Bangladesh.

出版信息

PLoS One. 2025 Jan 6;20(1):e0315280. doi: 10.1371/journal.pone.0315280. eCollection 2025.

Abstract

This research uses numerical simulations and mathematical theories to simulate and analyze the spread of the influenza virus. The existence, uniqueness, positivity, and boundedness of the solution are established. We investigate the fundamental reproduction number guaranteeing the asymptotic stability of equilibrium points that are endemic and disease-free. We also examine the qualitative behavior of the models. Using the Lyapunov method, Routh-Hurwitz, and other criteria, we explore the local and global stability of these states and present our findings graphically. Our research assesses control policies and proposes alternatives, performing bifurcation analyses to establish prevention strategies. We investigate transcritical, Hopf, and backward bifurcations analytically and numerically to demonstrate disease transmission dynamics, which is novel to our study. Contour plots, box plots, and phase portraits highlight key characteristics for controlling epidemics. The disease's persistence depends on its fundamental reproduction quantity. To validate our outcomes, we fit the model to clinical data from influenza cases in Mexico and Colombia (October 1, 2020, to March 31, 2023), aiming to analyze trends, identify critical factors, and forecast influenza trajectories at national levels. Additionally, we assess the efficacy of implemented control policies.

摘要

本研究运用数值模拟和数学理论对流感病毒的传播进行模拟和分析。确立了解的存在性、唯一性、正性和有界性。我们研究了保证地方病平衡点和无病平衡点渐近稳定性的基本再生数。我们还研究了模型的定性行为。使用李雅普诺夫方法、劳斯 - 赫尔维茨判据和其他准则,我们探索了这些状态的局部和全局稳定性,并以图形方式展示了我们的研究结果。我们的研究评估了控制策略并提出了替代方案,进行分岔分析以制定预防策略。我们通过解析和数值方法研究跨临界、霍普夫和反向分岔,以展示疾病传播动态,这在我们的研究中是新颖的。等高线图、箱线图和相图突出了控制疫情的关键特征。疾病的持续存在取决于其基本繁殖数量。为了验证我们的结果,我们将模型与墨西哥和哥伦比亚(2020年10月1日至2023年3月31日)流感病例的临床数据进行拟合,旨在分析趋势、识别关键因素并预测国家层面的流感轨迹。此外,我们评估了已实施控制策略的效果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/69be/11703119/6d02a5f7787a/pone.0315280.g001.jpg

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