Evidence map›Paper›PMID 42361009›Full record

ArticlePloS one2026

Integrated in silico and in vivo larvicidal evaluation of compounds targeting juvenile hormone for malaria vector control.

Eric Kibagendi Osoro, Adeniyi Ayinde Abdulwahab, Florence Ezinwa Nkemehule, Adedoyin John-Joy Owolade, Micheal Abimbola Oladosu, Wilberforce K Ndarawit, Daramola Oluwasegun Oluwatobiloba, Moses Adondua Abah, Fidelis Ngugi, Njogu M Kimani and 1 more

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

11 authors.

Eric Kibagendi OsoroChemoinformatics Academy, Nigeria.ORCID https://orcid.org/0000-0002-5459-1497
Adeniyi Ayinde AbdulwahabChemoinformatics Academy, Nigeria.ORCID https://orcid.org/0000-0002-0940-0014
Florence Ezinwa NkemehuleDepartment of Pharmacognosy, Faculty of Pharmacy, University of Lagos, Nigeria.
Adedoyin John-Joy OwoladeDepartment of Pharmaceutical Chemistry, Faculty of Pharmacy, Obafemi Awolowo University, Ile Ife, Osun State, Nigeria.
Micheal Abimbola OladosuDepartment of Biochemistry, Faculty of Basic Medical Sciences, College of medicine, University of Lagos Idi-Araba, Lagos, Nigeria.
Wilberforce K NdarawitDepartment of Physical Sciences, University of Embu, Kenya.
Daramola Oluwasegun OluwatobilobaUniversity of Lagos, Nigeria.
Moses Adondua AbahDepartment of Biochemistry, Faculty of Biosciences, Federal University Wukari, Wukari, Taraba State, Nigeria.
Fidelis NgugiDepartment of Basic Sciences, Tharaka University, Kenya.
Njogu M KimaniDepartment of Physical Sciences, University of Embu, Kenya.
Damilola Samuel BodunChemoinformatics Academy, Nigeria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Malaria remains a major global health challenge, particularly in sub-Saharan Africa, where it is a leading cause of morbidity and mortality. Inhibition of the mosquito juvenile hormone binding protein (MJHBP) is essential for developing selective and effective insecticides against malaria vectors. We performed virtual screening on 2,874 compounds from Agrochemical Insecticides Library using Python-based workflow in RDKit and Pandas libraries. The resultant compounds were subjected to molecular docking study against MJHBP (pdb:5V13). Further evaluation was performed through molecular mechanics generalized Born surface area (MM-GBSA) analysis, insecticide-likeness assessment, toxicity and environmental hazard predictions and Density Functional Theory (DFT) studies. The top-ranked compounds, together with the co-crystallized ligand, were subsequently subjected to molecular dynamics (MD) simulations. The molecular docking and MM-GBSA analyses identified fifteen lead compounds as potent inhibitors, exhibiting binding affinities ranging from -49.84 kcal/mol to -89.51 kcal/mol, values comparable to that of the co-crystallized ligand (-75.83 kcal/mol). The DFT results of the analysed compounds indicated that the top candidates, based on docking scores and binding energies, possessed lower HOMO-LUMO energy gap values, 1.52 eV for F3023-0929 and 2.36 eV for F2708-0061, compared to the co-crystallized ligand, which had a gap of 3.43 eV. All the top compounds displayed significant insecticidal potential with minimal environmental hazards. The stability of the most promising compounds (F2708-0061 and F3023-0929), identified based on binding free energy, was further corroborated through MD simulation. Further in vivo experiments revealed that F3023-0929 and F2708-0061 exhibited potent larvicidal activity, with LC₅₀ values of 37.75 ppm and 33.49 ppm, respectively, thereby supporting their potential as promising insecticidal candidates for mosquito control.

Indexed as

Carrier ProteinsInsecticidesInsect ProteinsJuvenile HormonesMalariaMosquito ControlMosquito VectorsAnimalsAnophelesComputer SimulationLarvaLigandsMolecular Docking SimulationMolecular Dynamics SimulationCarrier ProteinsInsecticidesInsect Proteinsjuvenile hormone-binding protein, insectJuvenile HormonesLigands

Identifiers

PMID42361009
PMCPMC13308820

What Socratic holds

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LicenceCC BY
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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 Socratic graph.