Evidence map›Paper›PMID 41162453›Full record

ArticleScientific reports2025

Mathematical modeling and optimal control analysis of lumpy skin disease in domestic cattle.

Renu, R P Yadav

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.

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0citing papers in PubMed
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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

2 authors.

RenuDepartment of Mathematics, B. N. MANDAL University (R.J.M. College), Madhepura, Bihar, 852113, India.
R P YadavDepartment of Mathematics, SRM University, Delhi-NCR, Sonepat, 131029, India. rpmaths.ism@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In the presents investigation a fractional-order SIR mathematical model formulated with the Caputo-Fabrizio derivative to investigate the transmission dynamics of Lumpy Skin Disease (LSD) in domestic cattle. Model parameter characteristic included as positivity, boundedness and the basic reproduction number are analytically established along with existence and uniqueness proven by the fixed-point theory. Optimal control strategies derived using Pontryagin's maximum principle target infection reduction through prevention, pre-treatment and enhanced treatment measures. Numerical simulations have been carried out the fractional-order dynamics which capture the real-world complexities with lower fractional order accelerating disease spread. Comparative analysis with integer-order models confirms the superior applicability of fractional calculus. The obtained results demonstrate that the proposed control measures can substantially reduce infection levels, offering practical guidance for LSD mitigation in cattle populations.

Indexed as

Cattle DiseasesLumpy Skin DiseaseModels, TheoreticalAnimalsCattleComputer SimulationExistence and uniquenessLumpy skin diseaseNumerical simulationOptimal controlPontryagin’s maximum principle

Identifiers

PMID41162453
PMCPMC12572143

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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.