Molecular docking, dynamics, and DFT-based discovery of novel CTX-M β-lactamase inhibitors in Klebsiella pneumoniae

The increasing prevalence of CTX-M β-lactamase-producing Klebsiella pneumoniae has become a critical public health concern due to its ability to hydrolyse broad-spectrum β-lactam antibiotics, thereby undermining clinical treatment. This study applied a multistage computational analysis to identify and characterise potential inhibitors of CTX-M β-lactamase. Virtual screening of the ZINC database compounds using RASPD + yielded 21,246 candidates, which were refined through physicochemical, pharmacokinetic, and medicinal chemistry filters. Twenty compounds met drug-likeness and ADMET criteria and were subjected to molecular docking using AutoDock 4.2. The top hits, ZINC12152876 (−9.54 kcal/mol) and ZINC15305595 (-9.65 kcal/mol), exhibited stronger binding affinities than Avibactam (-6.20 kcal/mol) through hydrogen bonding with Ser73, Ser240, and Asn135 and hydrophobic stabilisation within the Ω-loop. Three-hundred-nanosecond molecular dynamics simulations in Amber22 confirmed the high structural stability of both complexes, with ZINC12152876 displaying superior compactness, low RMSD, and stable hydrogen-bond networks. MM-GBSA analysis revealed total binding energies of -44.4 and -43.5 kcal/mol for ZINC12152876 and ZINC15305595, respectively, dominated by van der Waals and electrostatic interactions. DFT-based HOMO-LUMO and molecular electrostatic potential analyses showed that ZINC12152876 possessed higher electronic softness and stronger polar character, supporting its strong interaction profile. The combined results highlight ZINC12152876 as a promising lead compound for the rational design of potent non-covalent CTX-M β-lactamase inhibitors against multidrug-resistant K. pneumoniae.

Authors

Institutions

Publication Details

Journal
In Silico Research in Biomedicine
Published
2026-01-01
DOI
https://doi.org/10.1016/j.insi.2026.100175
Primary Topic
Antibiotic Resistance in Bacteria
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Molecular docking, dynamics, and DFT-based discovery of novel CTX-M β-lactamase inhibitors in Klebsiella pneumoniae

Abdalla Ali Salim, Ahmed Nouri Alsharksi, Adam Mustapha, Asma Ali Abudabbous
In Silico Research in Biomedicine
Antibiotic Resistance in Bacteria
article

Molecular docking, dynamics, and DFT-based discovery of novel CTX-M β-lactamase inhibitors in Klebsiella pneumoniae

Abdalla Ali Salim, Ahmed Nouri Alsharksi, Adam Mustapha, Asma Ali Abudabbous
article en

Abstract

The increasing prevalence of CTX-M β-lactamase-producing Klebsiella pneumoniae has become a critical public health concern due to its ability to hydrolyse broad-spectrum β-lactam antibiotics, thereby undermining clinical treatment. This study applied a multistage computational analysis to identify and characterise potential inhibitors of CTX-M β-lactamase. Virtual screening of the ZINC database compounds using RASPD + yielded 21,246 candidates, which were refined through physicochemical, pharmacokinetic, and medicinal chemistry filters. Twenty compounds met drug-likeness and ADMET criteria and were subjected to molecular docking using AutoDock 4.2. The top hits, ZINC12152876 (−9.54 kcal/mol) and ZINC15305595 (-9.65 kcal/mol), exhibited stronger binding affinities than Avibactam (-6.20 kcal/mol) through hydrogen bonding with Ser73, Ser240, and Asn135 and hydrophobic stabilisation within the Ω-loop. Three-hundred-nanosecond molecular dynamics simulations in Amber22 confirmed the high structural stability of both complexes, with ZINC12152876 displaying superior compactness, low RMSD, and stable hydrogen-bond networks. MM-GBSA analysis revealed total binding energies of -44.4 and -43.5 kcal/mol for ZINC12152876 and ZINC15305595, respectively, dominated by van der Waals and electrostatic interactions. DFT-based HOMO-LUMO and molecular electrostatic potential analyses showed that ZINC12152876 possessed higher electronic softness and stronger polar character, supporting its strong interaction profile. The combined results highlight ZINC12152876 as a promising lead compound for the rational design of potent non-covalent CTX-M β-lactamase inhibitors against multidrug-resistant K. pneumoniae.

In Silico Research in BiomedicineVol. 2
Misurata University (LY), University of Maiduguri (NG)
Good health and well-being
Openalex Percentile: Top 94%
Antibiotic Resistance in Bacteria
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.