Evidence map›Paper›PMID 41136794›Full record

ArticleJournal of computer-aided molecular design2025

Elucidating zerumbone's low-efficacy agonism at the μ-opioid receptor via molecular dynamics simulation and Markov state modeling.

Wan Mardhiyana Wan Ayub, Nurul Amirah Marjohan, Mohamed Haneif Khalid, Enoch Kumar Perimal, Muhamad Arif Mohamad Jamali

Abstract read
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. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Wan Mardhiyana Wan AyubFaculty of Science and Technology, Universiti Sains Islam Malaysia, 71800, Nilai, Negeri Sembilan, Malaysia.
Nurul Amirah MarjohanFaculty of Science and Technology, Universiti Sains Islam Malaysia, 71800, Nilai, Negeri Sembilan, Malaysia.
Mohamed Haneif KhalidFaculty of Medicine and Health Sciences, Universiti Sains Islam Malaysia, 71800, Nilai, Negeri Sembilan, Malaysia.
Enoch Kumar PerimalCurtin Medical School, Faculty of Health Sciences, Curtin University, Bentley, Australia.
Muhamad Arif Mohamad JamaliFaculty of Science and Technology, Universiti Sains Islam Malaysia, 71800, Nilai, Negeri Sembilan, Malaysia. arifjamali@usim.edu.my.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Zerumbone is a natural sesquiterpene compound from Zingiber zerumbet plant. While it significantly exhibits analgesic properties through the μ-opioid receptor (μOR) found in animal models, its precise molecular mechanism at the receptor level remains poorly investigated. The present work involves 1-µs molecular dynamics (MD) simulations, MM/PBSA binding-free energy analyses, principal component analysis (PCA) as well as Markov state modeling (MSM) to address how the dynamic basis of zerumbone-μOR interactions compared to morphine, which is a known full agonist. MD trajectories reported greater receptor backbone fluctuations, improved loop mobility, reduced stable hydrogen bonds, and moderate receptor compaction in the zerumbone-bound state in contrast to morphine. MM/PBSA calculations indicated similar total binding affinity and the driven for zerumbone affinity was primarily hydrophobic interaction. PCA recognized notable intermediate conformational substates that were stabilized by zerumbone. In the interim, highly stabilized intermediate-activation macrostate with high-kinetic barriers (~ 8-16 k_BT) and millisecond-scale residency was also revealed through MSM analysis. In agreement with analgesic activities reported previously, these computational insights identify zerumbone as a low-efficacy partial agonist, providing comprehensive molecular explanation to its analgesic profile to serve as a source of safer and more opioid-like drugs.

Indexed as

Analgesics, OpioidReceptors, Opioid, muSesquiterpenesHumansHydrogen BondingMarkov ChainsMolecular Dynamics SimulationMorphinePrincipal Component AnalysisProtein BindingAnalgesics, OpioidMorphineReceptors, Opioid, muSesquiterpeneszerumboneAnalgesiaDocking simulationsMMPBSA analysisMolecular dynamics (MD) simulationsSafer opioid alternativesμ-opioid receptor (μOR)

Identifiers

PMID41136794
PMCPMC12552253

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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.