Evidence map›Paper›PMID 40312447›Full record

ArticleScientific reports2025

Discovery of novel DdlA inhibitors in multidrug-resistant Pseudomonas aeruginosa using virtual screening, molecular docking, and dynamics simulations.

Fahad M Aldakheel, Shatha A Alduraywish

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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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

2 authors.

Fahad M AldakheelDepartment of Clinical Laboratory Sciences, College of Applied Medical Sciences, King Saud University, 11433, Riyadh, Saudi Arabia. faldakheel@ksu.edu.sa.
Shatha A AlduraywishDepartment of Family and Community Medicine, College of Medicine, King Saud University, Riyadh, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pseudomonas aeruginosa is a gram-negative, opportunistic pathogen that represents a serious risk factor in healthcare services due to its natural resistance mechanisms and the increasing prevalence of multi-drug resistant strains. This study utilized in silico computational approaches to identify the novel inhibitors for D-alanine-D-alanine ligase A (DdlA), an essential enzyme for the bacterial peptidoglycan biosynthesis pathway necessary for cell wall integrity. A structure-based virtual screening of The Medicinal Fungi Secondary Metabolites and Therapeutics (MeFSAT) chemical library was conducted, followed by molecular docking to evaluate the binding affinity of small molecules to the DdlA active site. MSID000191, MSID000200, and MSID000102 were recognized as the leading candidates in the preliminary docking data due to their low binding energy values. These compounds exhibited binding energies markedly superior to the control drug (D-cycloserine), suggesting a substantial potential for inhibiting the DdlA enzyme. Detailed interaction analyses revealed significant salt bridges and hydrogen bonds with active site residues, which enhance the stability of the complex. Density Functional Theory (DFT) analysis and MMPBSA calculations also provided insights into electronic properties and binding free energy, respectively. These findings highlight the potential of these inhibitors as therapeutic candidates and showcase the effectiveness of computational methods in accelerating drug discovery against multidrug-resistant P. aeruginosa. Future research should incorporate more in-silico techniques and experimental validations to confirm these results.

Indexed as

Anti-Bacterial AgentsBacterial ProteinsDrug Resistance, Multiple, BacterialEnzyme InhibitorsPeptide SynthasesPseudomonas aeruginosaCatalytic DomainDrug DiscoveryDrug Evaluation, PreclinicalMolecular Docking SimulationMolecular Dynamics SimulationAnti-Bacterial AgentsBacterial ProteinsD-alanylalanine synthetaseEnzyme InhibitorsPeptide SynthasesBioinformaticsd-alanine–d-alanine ligase A (DdlA)d-cycloserineMedicinal fungi secondary metabolites and therapeutics (MeFSAT)Molecular modelingPeptidoglycan biosynthesis pathwayPseudomonas aeruginosa

Identifiers

PMID40312447
PMCPMC12046020

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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.