Evidence map›Paper›PMID 41442019›Full record

ArticleMolecular diversity2026

An integrated computational strategy for profiling terpenoid for dual-target leads against Klebsiella pneumoniae penicillin-binding protein 3 and beta-lactamase.

Gideon Ampoma Gyebi, Saheed Sabiu

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Article in Molecular diversity, 2026. 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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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Gideon Ampoma GyebiDepartment of Biotechnology and Food Science, Faculty of Applied Sciences, Durban University of Technology, P.O. Box 1334, Durban, 4000, South Africa.
Saheed SabiuDepartment of Biotechnology and Food Science, Faculty of Applied Sciences, Durban University of Technology, P.O. Box 1334, Durban, 4000, South Africa. sabiuS@dut.ac.za.

Funding

International Centre for Genetic Engineering and Biotechnology (ICGEB) ZAF/HDI/CRP/024South Africa under the Competitive Programme for Rated Researchers SRUG2204193723
6 · The paper itself

Abstract

The coexistence of altered or overexpressed penicillin-binding protein 3 (PBP3) and β-lactamases has led to a significant decrease in treatment success rates of Klebsiella pneumoniae. Targeting both proteins simultaneously could offer a robust strategy to overcome resistance in K. pneumoniae. Herein, a curated library of 147,953 terpenoids-renowned for their structural diversity and multi-targeting potential against bacterial pathways-was screened via structure-based pharmacophore modelling and molecular docking. Five terpenoids with higher binding tendencies for K. pneumoniae PBP3 and KPC-2 beta-lactamase were identified. These leads exhibited favourable pharmacokinetic, drug-likeness, and low toxicity profiles. The most promising leads (TP93780 and TP156670) demonstrated superior binding free energies (BFE) against K. pneumoniae PBP3 (- 24.40 ± 5.20 and - 23.46 ± 3.50 kcal/mol) and KPC-2 beta-lactamase (- 15.38 ± 4.09 and - 16.83 ± 3.75 kcal/mol) when compared to ceftaroline (- 21.82 ± 8.64 kcal/mol) and clavulanate (- 10.85 ± 34.40 kcal/mol), respectively. The energetics revealed that the promising leads were driven by balanced hydrophobic and moderate electrostatic interactions, compared to the polar-dominated binding profile of the reference standards. The post-molecular dynamics structural analysis revealed an enhanced overall stability of the TP93780 and TP156670 bound structures. The principal component analysis and free energy landscape analyses revealed more constrained and localised motions in the bound structures compared to the unbound structures and reference standard bound complexes. The favourable molecular orbital energies and the thermodynamically stable terpenoid-bound structures underpin their potential as dual modulators of K. pneumoniae PBP3 and KPC-2 beta-lactamase. Further in vitro studies are underway.

Indexed as

Anti-Bacterial AgentsBacterial Proteinsbeta-Lactamase Inhibitorsbeta-LactamasesKlebsiella pneumoniaePenicillin-Binding ProteinsTerpenesMolecular Docking SimulationPharmacophoreAnti-Bacterial AgentsBacterial Proteinsbeta-Lactamase Inhibitorsbeta-LactamasesPenicillin-Binding ProteinsTerpenesDensity functional theoryEnsemble-based dockingFree energy landscapeMolecular dynamics simulationPharmacophore modellingPrincipal component analysis

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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.