Evidence map›Paper›PMID 41714772›Full record

ArticleScientific reports2026

Discovery of hydroxytriazole as a potential glyoxalase-I inhibitor utilizing computer-aided drug design techniques.

MohammedBashar Al-Qazzan, Qosay Al-Balas, Belal Alnajjar, Mohammed Al-Akeedi

Abstract read
In one paragraph

Article in Scientific reports, 2026. 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. Optimization of a bis-imine scaffold as a glyoxalase I inhibitor: synthesis, SAR, and docking studies.Medicinal chemistry research : an international journal for rapid communications on design and mechanisms of action of biologically active agents · 2026
    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.

MohammedBashar Al-QazzanDepartment of Pharmaceutical Sciences, Faculty of Pharmacy, Al-Ahliyya Amman University, Amman, 19628, Jordan. alanim050@gmail.com.ORCID http://orcid.org/0000-0002-5723-6247
Qosay Al-BalasDepartment of Medicinal Chemistry and Pharmacognosy, Faculty of Pharmacy, Jordan University of Science & Technology, Irbid, 22110, Jordan.ORCID http://orcid.org/0000-0002-8350-900X
Belal AlnajjarDepartment of Pharmaceutical Sciences, Faculty of Pharmacy, Al-Ahliyya Amman University, Amman, 19628, Jordan.ORCID http://orcid.org/0000-0001-6811-1792
Mohammed Al-AkeediDepartment of Applied Pharmaceutical Sciences and Clinical Pharmacy, Faculty of Pharmacy, Isra University, Amman, 11622, Jordan.ORCID http://orcid.org/0000-0002-3842-7419

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The glyoxalase system, particularly Glyoxalase-I (Glo-I), plays a crucial role in detoxifying aldehyde metabolites into lactic acid. Inhibiting this enzyme causes the buildup of the poisonous aldehyde, leading to programmed cell death. In this study, molecular modelling techniques were employed, including high-throughput virtual screening (HTVS), followed by filtration procedures such as Lipinski's rule of five and Veber's rules, and finally CDOCKER docking, to prioritize compounds from the commercial Maybridge database. Sixteen compounds were carefully chosen and purchased from the Maybridge database for further experimental evaluation. The integrated computational and experimental workflow successfully culminated in the identification of a novel, potent Glyoxalase-I (Glo-I) inhibitor. One molecule has been discovered to inhibit Glo-I with an IC

Indexed as

Computer-Aided DesignDrug DesignEnzyme InhibitorsLactoylglutathione LyaseTriazolesHumansLigandsMolecular Docking SimulationMolecular Dynamics SimulationEnzyme InhibitorsLactoylglutathione LyaseLigandsTriazolesCancerComputer-aided drug designGlyoxalase-IMetalloenzymeMolecular dockingMolecular dynamicsVirtual screeningZinc-binding moiety

Identifiers

PMID41714772
PMCPMC13022346

What OpenQuestion holds

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Registered trials

None linked

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.