Evidence map›Paper›PMID 41419776›Full record

ArticleScientific reports2025

HIV/AIDS compartmental model analysis with drug resistance treatment, vertical transmission, and optimal control theory.

Olumuyiwa James Peter, Shewafera Wondimagegnhu Teklu, Ghaniyyat Bolanle Balogun, Gbolahan Bolarin, Manalebish Debalike Asfaw

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Olumuyiwa James PeterDepartment of Mathematics, Saveetha School of Engineering, SIMATS, Saveetha University, Chennai, Tamil Nadu, India.
Shewafera Wondimagegnhu TekluDepartment of Mathematics, College of Natural and Computational Sciences, Debre Berhan University, Debre Berhan, Ethiopia. luelzedo2008@gmail.com.
Ghaniyyat Bolanle BalogunDepartment of Computer Science, Faculty of Communication and Information Sciences, University of Ilorin, Ilorin, Nigeria.
Gbolahan BolarinDepartment of Industrial Mathematics, Federal University of Technology, Minna, Nigeria.
Manalebish Debalike AsfawDepartment of Mathematics, Addis Ababa University, Addis Ababa, Ethiopia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study develops a novel HIV/AIDS compartmental model that integrates the critical, interconnected challenges of drug resistance emergence from treated individuals, healthcare constraints via a saturating treatment function, and persistent vertical transmission. The objective is to provide a comprehensive mathematical framework for analyzing these complex dynamics and designing effective intervention strategies. Our analysis reveals that treatment saturation can induce a backward bifurcation, complicating disease eradication efforts, while optimal control simulations demonstrate that a combined strategy of enhanced screening, accelerated treatment initiation, and adherence support significantly reduces infection pools and minimizes disease progression compared to isolated interventions.

Indexed as

Acquired Immunodeficiency SyndromeAnti-HIV AgentsDrug Resistance, ViralHIV InfectionsInfectious Disease Transmission, VerticalModels, BiologicalComputer SimulationHumansModels, TheoreticalAnti-HIV AgentsBasic reproduction numberBifurcation analysisHIV/AIDS modelStability analysis

Identifiers

PMID41419776
PMCPMC12717074

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.