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.
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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What OpenQuestion holds
Registered trials
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.