Evidence map›Paper›PMID 42258452›Full record

ArticlePLOS global public health2026

Dynamical behavior analysis of 2-control strategies on tuberculosis model.

M Abu Salek, Jannatun Nayeem, Muhammad Sajjad Hossain, M Humayun Kabir

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Article in PLOS global public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

M Abu SalekDepartment of Mathematics, Jahangirnagar University, Dhaka, Bangladesh.
Jannatun NayeemMathematical and Computation Biology (MCB) Research Group, Jahangirnagar University, Dhaka, Bangladesh.ORCID https://orcid.org/0009-0008-6033-1801
Muhammad Sajjad HossainDepartment of Arts and Sciences, Ahsanullah University of Science and Technology, Dhaka, Bangladesh.ORCID https://orcid.org/0000-0002-8060-1214
M Humayun KabirDepartment of Mathematics, Jahangirnagar University, Dhaka, Bangladesh.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We develop and rigorously analyze a deterministic SEITR (Susceptible-Exposed-Infectious-Treated-Recovered) model that incorporates distancing and treatment interventions to examine the transmission dynamics of tuberculosis. The basic reproduction number (R0) is computed and decomposed to determine the threshold conditions for disease persistence. We propose a next-generation matrix formulation to determine the stability of the disease-free state and demonstrate that tuberculosis dies out whenever R0 < 1. Numerical implementation is performed using the fourth-order Runge-Kutta scheme and the backward sweep method, while Pontryagin's maximum principle is utilized for determination of optimal intervention profiles. Sensitivity analysis is performed using normalized forward sensitivity indices, Pearson correlation, and Partial Rank Correlation Coefficient (PRCC). The results indicate that the transmission rate ([Formula: see text]) is strongly positively correlated with the basic reproduction number (R0), whereas the control parameters (u1, u2) exhibit negative correlations with R0, highlighting their effectiveness in reducing disease transmission. The epidemiological efficacy of dual interventions is demonstrated by a significant decrease in infectious prevalence when both control measures are implemented simultaneously. Incremental cost-effectiveness ratio demonstrate that the combined control strategy is more cost-effective than individual interventions. These integrated analytical and numerical findings support the recommendation for sustained, early implementation of both distancing and treatment measures to achieve economically viable and dynamically stable tuberculosis mitigation.

Identifiers

PMID42258452
PMCPMC13245803

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.