Evidence map›Paper›PMID 42908241›Full record

ArticleBioMed research international2026

Scaffold-Hunting From Pyriproxyfen: A Biochemoinformatic Route to Novel Insecticidal Leads.

Edla L V S Dos Santos, Ryan da S Ramos, Rai C Silva, Luciane B da Silva, Lúcio R Lima, Ruan S Bastos, Aderaldo V da Silva, Sylviah S Mwanza, Njogu M Kimani, José M Espejo-Román and 3 more

Abstract read
In one paragraph

Article in BioMed research international, 2026. 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

13 authors.

Edla L V S Dos SantosPostgraduate Program in Pharmaceutical Innovation, Postgraduate Department, Federal University of Amapá, Macapá, Brazil, unifap.br.
Ryan da S RamosLaboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Brazil, unifap.br.
Rai C SilvaLaboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Brazil, unifap.br.
Luciane B da SilvaLaboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Brazil, unifap.br.
Lúcio R LimaPostgraduate Program in Pharmaceutical Innovation, Postgraduate Department, Federal University of Amapá, Macapá, Brazil, unifap.br.
Ruan S BastosLaboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Brazil, unifap.br.ORCID https://orcid.org/0000-0003-3585-1596
Aderaldo V da SilvaLaboratory of Modeling and Computational Chemistry, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Brazil, unifap.br.ORCID https://orcid.org/0000-0002-1853-1219
Sylviah S MwanzaInternational Center of Insect Physiology and Ecology (icipe), Nairobi, Kenya.ORCID https://orcid.org/0000-0001-8319-7053
Njogu M KimaniDepartment of Physical Sciences, University of Embu, Embu, Kenya, embuni.ac.ke.ORCID https://orcid.org/0000-0002-5171-1940
José M Espejo-RománFaculty of Pharmacy, Department of Pharmaceutical and Organic Chemistry, University of Granada, Campus of Cartuja, Granada, Spain, ugr.es.
Joaquín M C RosaFaculty of Pharmacy, Department of Pharmaceutical and Organic Chemistry, University of Granada, Campus of Cartuja, Granada, Spain, ugr.es.ORCID https://orcid.org/0000-0002-9035-8123
Raimundo N P SoutoLaboratory of Arthropoda, Department of Biological and Health Sciences, Federal University of Amapá, Macapá, Brazil, unifap.br.ORCID https://orcid.org/0000-0002-8795-1217
Cleydson B R SantosPostgraduate Program in Pharmaceutical Innovation, Postgraduate Department, Federal University of Amapá, Macapá, Brazil, unifap.br.ORCID https://orcid.org/0000-0002-0271-335X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Vector-borne diseases remain a critical global health concern, particularly in tropical and subtropical regions, where socioeconomic conditions often favor vector proliferation. Pyriproxyfen, a juvenile hormone analog used as a larvicide against Aedes aegypti, is known for its fast-acting efficacy, low toxicity, and favorable environmental profile. Because of these properties, pyriproxyfen was chosen as a reference scaffold to explore structurally and electrostatically similar compounds through ligand-based virtual screening. The ChemBridge DIVERSet-CL database (≈ 100,000 compounds) was used, applying ROCS for shape similarity and EON for electrostatic potential comparison. A total of 35 top-ranked molecules were identified based on superior pharmacokinetic and toxicological properties compared with the reference. Subsequently, molecular docking analyses were performed to assess binding affinity and interaction modes with selected biological targets: acetylcholinesterase (AChE) and juvenile hormone-binding proteins from various organisms. Two compounds, LMQC3 and LMQC23, demonstrated strong binding affinities to AChE enzymes from Drosophila melanogaster (-11.4 and -10.6 kcal/mol), Anopheles gambiae (-10.19 and -10.21 kcal/mol), and humans (-9.91 and -9.95 kcal/mol). Additionally, they exhibited high affinity toward the juvenile hormone protein in A. aegypti (-11.83 and -11.94 kcal/mol), surpassing reference ligands. Both molecules established key interactions with catalytic residues, supporting their potential dual inhibitory activity. These findings indicate that LMQC3 and LMQC23 are potential promising insecticidal candidates with multitarget potential, showing favorable predicted target-binding profiles and encouraging in silico pharmacokinetic and toxicity characteristics. Their development could contribute to next-generation mosquito control strategies and help mitigate the spread of arbovirus-related diseases.

Indexed as

InsecticidesPyridinesAcetylcholinesteraseAedesAnimalsAnophelesDrosophila melanogasterHumansJuvenile HormonesMolecular Docking SimulationAcetylcholinesteraseInsecticidesJuvenile HormonesPyridinespyriproxyfenacetylcholinesteraseADME/toxAedes aegyptiinsecticide resistancejuvenile hormone receptorvirtual screening

Identifiers

PMID42908241
PMCPMC13687793

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Registered trials

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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.