Evidence map›Paper›PMID 40998895›Full record

ArticleScientific reports2025

Exploring propolis-derived compounds as quorum sensing inhibitors for Candida albicans: a molecular docking and dynamics simulations study.

Fettouma Chraa, Doha EL Meskini, Ilham Kandoussi, Abdelhakim Bouyahya, Long Chiau Ming, Jactty Chew, Said Moshawih, Rachid El Jaoudi, Mouna Ouadghiri, Tarik Aanniz

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. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Understanding the Effect of Propolis and Its Derivatives AgainstJournal of fungi (Basel, Switzerland) · 2026
    Review
  5. 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

10 authors.

Fettouma ChraaMedical Biotechnology Laboratory (MedBiotech), Bioinova Research Center, Medical and Pharmacy School, Mohammed V University, Rabat, Morocco.
Doha EL MeskiniMedical Biotechnology Laboratory (MedBiotech), Bioinova Research Center, Medical and Pharmacy School, Mohammed V University, Rabat, Morocco.
Ilham KandoussiMedical Biotechnology Laboratory (MedBiotech), Bioinova Research Center, Medical and Pharmacy School, Mohammed V University, Rabat, Morocco.
Abdelhakim BouyahyaLaboratory of Human Pathologies Biology, Faculty of Sciences, Mohammed Vth University in Rabat, Rabat, Morocco.
Long Chiau MingDatta Meghe College of Pharmacy, Datta Meghe Institute of Higher Education and Research (deemed to be a University), Sawangi, Wardha, Maharashtra, India. longming.pharmacy@dmiher.edu.in.
Jactty ChewSir Jeffrey Cheah Sunway Medical School, Faculty of Medical and Life Sciences, Sunway University, Sunway City, 47500, Malaysia.
Said MoshawihFaculty of Pharmacy, Al-Ahliyya Amman University, Amman, Jordan.
Rachid El JaoudiMedical Biotechnology Laboratory (MedBiotech), Bioinova Research Center, Medical and Pharmacy School, Mohammed V University, Rabat, Morocco.
Mouna OuadghiriMedical Biotechnology Laboratory (MedBiotech), Bioinova Research Center, Medical and Pharmacy School, Mohammed V University, Rabat, Morocco.
Tarik AannizMedical Biotechnology Laboratory (MedBiotech), Bioinova Research Center, Medical and Pharmacy School, Mohammed V University, Rabat, Morocco. t.aanniz@um5r.ac.ma.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The opportunistic fungal pathogen Candida albicans (C. albicans) employs quorum sensing (QS) to regulate virulence factors such as biofilm formation and morphological switching. Targeting QS offers a promising approach to attenuate pathogenicity without promoting resistance. The objective of the present study was to computationally screen a library of 106 propolis-derived compounds to identify natural quorum-sensing inhibitors targeting the CYC and RAS1 receptors. Advanced techniques, including molecular docking, molecular dynamics (MD) simulations, and ADMET predictions, were employed to establish a workflow for structure-based virtual screening. Farnesol, used as a reference compound, showed a good binding affinity (-7.0 kcal/mol) toward CYC and RAS1 receptors. Two propolis flavonoids, kaempferol-3-O-4-O-p-coumaryl-glucoside (KCG) and isorhamnetin-3-glucoside-7-rhamnoside (IGR), exhibited stronger binding affinities with CYC and RAS1 receptors (between - 8.4 and - 10.3 kcal/mol). Based on Prime MMGBSA binding free energy calculations, the RAS1-KCG complex demonstrated the most favorable interaction, driven by significant coulombic and Van der Waals contributions. The CYC-KCG complex also showed relatively strong binding. These results highlight the potential of KCG as a versatile inhibitor capable of interacting with both targets. MD simulations further confirmed the excellent conformational stability of both KCG-receptor complexes, as indicated by low RMSD values, suggesting favorable dynamic behavior. These findings provide a strong foundation for subsequent validation.

Indexed as

Antifungal AgentsCandida albicansPropolisQuorum SensingFlavonoidsMolecular Docking SimulationMolecular Dynamics SimulationAntifungal AgentsFlavonoidsPropolisBiofilmComputer-aided drug designQuorum quenchingResistanceStructure-based virtual screening

Identifiers

PMID40998895
PMCPMC12464178

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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.