Evidence map›Paper›PMID 41136641›Full record

ArticleJournal of computer-aided molecular design2025

Interconversion of the (+)-O-desmethyltramadol to the lowest-energy conformer when coupled to µ-opioid receptor: comprehensive analysis using in silico molecular modeling.

Manuel Velázquez-Ponce, Cesar Alonso Marin-Aranda, Aldo Hiram Tovar-Domínguez, José Marcos Falcón-González

Abstract read
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In one paragraph

Article in Journal of computer-aided molecular design, 2025. 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

4 authors.

Manuel Velázquez-PonceUnidad Profesional Interdisciplinaria de Ingeniería Campus Guanajuato, Instituto Politécnico Nacional, Av. Mineral de Valenciana No. 200, Col. Fraccionamiento Industrial Puerto Interior, 36275, Silao de la Victoria, Guanajuato, Mexico.
Cesar Alonso Marin-ArandaUnidad Profesional Interdisciplinaria de Ingeniería Campus Guanajuato, Instituto Politécnico Nacional, Av. Mineral de Valenciana No. 200, Col. Fraccionamiento Industrial Puerto Interior, 36275, Silao de la Victoria, Guanajuato, Mexico.
Aldo Hiram Tovar-DomínguezUnidad Profesional Interdisciplinaria de Ingeniería Campus Guanajuato, Instituto Politécnico Nacional, Av. Mineral de Valenciana No. 200, Col. Fraccionamiento Industrial Puerto Interior, 36275, Silao de la Victoria, Guanajuato, Mexico.
José Marcos Falcón-GonzálezUnidad Profesional Interdisciplinaria de Ingeniería Campus Guanajuato, Instituto Politécnico Nacional, Av. Mineral de Valenciana No. 200, Col. Fraccionamiento Industrial Puerto Interior, 36275, Silao de la Victoria, Guanajuato, Mexico. jfalcong@ipn.mx.

Funding

Secretaría de Investigación y Posgrado del Instituto Politécnico Nacional, México 20242399Secretaría de Investigación y Posgrado del Instituto Politécnico Nacional, México 20242462
6 · The paper itself

Abstract

The µ-opioid receptor (µOR) is one of the most important therapeutic targets for drugs worldwide as it plays a fundamental role in pain modulation. Tramadol interacts effectively with µOR for the treatment of pain, with its metabolite (+)-O-desmethyltramadol (M1) being the main cause of its opioid action. However, the structural and pharmacological differences of M1 with respect to opioids do not allow us to fully understand its functioning in the body. In this work, we contribute to the molecular understanding of the mechanism of action of M1. We conduct an exhaustive computational study that integrates molecular docking and molecular dynamics simulations of the µOR-M1 complex. To achieve a comprehensive analysis, we consider eight different conformations for M1, two chair-type and six twisted boat-type. Our study suggests interconversion from twisted boat-type to chair-type conformations and the factors that drive this interconversion, which are, ligand fluctuations, lack of intramolecular bonds, the effect of solvation and conformational energy barriers. We also conclude that to perform protein-ligand molecular modeling it is necessary to use several techniques to achieve reliable results as in our case. These findings contribute to the design of more effective chemical analogues of tramadol.

Indexed as

Analgesics, OpioidReceptors, Opioid, muTramadolHumansLigandsMolecular ConformationMolecular Docking SimulationMolecular Dynamics SimulationProtein BindingThermodynamicsAnalgesics, OpioidLigandsO-demethyltramadolReceptors, Opioid, muTramadolMechanism of actionMolecular dockingMolecular dynamics simulations(+)-O-desmethyltramadolµ-opioid receptor

Identifiers

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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.