Evidence map›Paper›PMID 42550295›Full record

ArticleJournal of computer-aided molecular design2026

Structural characterization of representative odorant receptors in Rhynchophorus ferrugineus through high-throughput modelling and extended molecular dynamics simulations.

Rajeswari Kalepu, Maizom Hassan, Azzmer Azzar Abdul Hamid, Norfarhan Mohd-Assaad, Nor Azlan Nor Muhammad

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Article in Journal of computer-aided molecular design, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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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

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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

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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.

Rajeswari KalepuInstitute of Systems Biology (INBIOSIS), Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor, Malaysia.
Maizom HassanInstitute of Systems Biology (INBIOSIS), Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor, Malaysia.
Azzmer Azzar Abdul HamidDepartment of Biotechnology, Kulliyyah of Science, International Islamic University Malaysia, 25200, Kuantan, Pahang, Malaysia.
Norfarhan Mohd-AssaadDepartment of Applied Physics, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor, Malaysia.
Nor Azlan Nor MuhammadInstitute of Systems Biology (INBIOSIS), Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor, Malaysia. norazlannm@ukm.edu.my.ORCID 0000-0003-4401-0385

Funding

Universiti Kebangsaan Malaysia GUP-2021-068
6 · The paper itself

Abstract

Odorant receptors (ORs) are essential components of the olfactory system in Rhynchophorus ferrugineus (red palm weevil), an invasive pest that relies on chemical cues to locate and infest host palms. However, the absence of experimentally resolved OR structures has restricted molecular‑level characterisation and constrained efforts to apply structure‑based approaches for understanding and disrupting its olfactory mechanisms. To address this gap, we implemented a high‑throughput structural bioinformatics workflow to identify, curate, and model 110 OR proteins from publicly available sequence databases and literature sources. Structural clustering, conserved‑motif analysis, and comparison with available insect OR structures enabled the selection of two representative receptors, RferOR18148 and RferOrco, which reflect key structural features of the broader receptor repertoire. Structural comparison and motif conservation analyses indicated shared structural patterns within a central cavity-like region, suggesting potential functional relevance in ligand interaction. Molecular dynamics simulations demonstrated that both receptors maintain stable structural conformations within a membrane environment, with consistent secondary structure retention and limited structural deviation over the simulation period. Additionally, literature evidence indicates that these receptors are expressed in chemosensory tissues, supporting their biological relevance. Overall, this study provides structural insights into the OR repertoire of R. ferrugineus and presents a systematic computational framework for the identification and prioritization of representative receptors for future ligand interaction studies and virtual screening efforts aimed at disrupting olfactory-driven host-seeking behaviour.

Indexed as

Insect ProteinsMolecular Dynamics SimulationReceptors, OdorantWeevilsAmino Acid SequenceAnimalsComputational BiologyLigandsProtein ConformationInsect ProteinsLigandsReceptors, OdorantChemosensory proteinsMolecular modellingOlfactory receptorsRed palm weevilReference structural modelsRepresentative receptor identificationStructural bioinformatics

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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.