Exploration of novel anti-TB agents targeting the serine/threonine kinase enzyme (PknE) in Mycobacterium tuberculosis: an in silico study

Abstract Mycobacterium tuberculosis (MTB) remains a deadly infectious agent and a global health challenge, particularly due to the emergence of multidrug-resistant strains. Mycobacterial serine/threonine protein kinase E (PknE) is vital for mycobacterial survival under nitric oxide stress by altering Toll-like receptor expression, suppressing apoptosis, increasing inflammation, and modulating costimulatory molecules. This study employed a structure-based in silico workflow comprising virtual screening of 2,202 FDA-approved compounds, molecular docking, 300 ns molecular dynamics (MD) simulation molecular mechanics/Poisson-Boltzmann surface area (MM/PBSA) binding free energy calculations, principal component analysis (PCA), free energy landscape (FEL) analysis, and in silico toxicity profiling, to identify candidate PknE inhibitors. Molecular docking identified netilmicin, dirithromycin, acarbose, and ertapenem as top candidates, with docking scores of − 13.13 to − 15.86 kcal/mol. MD simulations confirmed complex stability with RMSD values near 1 nm, while MM/PBSA analysis revealed favourable binding free energies: netilmicin (− 1.47 ± 0.18), ertapenem (− 11.70 ± 1.22), dirithromycin (− 17.80 ± 0.13), and acarbose (− 18.90 ± 0.06 kcal/mol). PCA-based FEL analysis confirmed thermodynamic stability across all complexes, with DTM–PknE exhibiting the lowest minimum Gibbs free energy (15.7 kJ/mol). In silico toxicity profiling demonstrated acceptable safety profiles for all leads. These findings provide a strong computational basis for repurposing these agents as adjunct anti-TB therapies, pending experimental validation.

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Publication Details

Journal
Scientific Reports
Published
2026-09-05
DOI
https://doi.org/10.1038/s41598-026-67951-7
Primary Topic
Tuberculosis Research and Epidemiology
Type
article
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article

Exploration of novel anti-TB agents targeting the serine/threonine kinase enzyme (PknE) in Mycobacterium tuberculosis: an in silico study

Ayman Azhary, Hiba Hassan Sulieman Omer, Sarmad Marah, Nooh Mohamed Hajhamed et al.
Scientific Reports
Tuberculosis Research and Epidemiology
article

Exploration of novel anti-TB agents targeting the serine/threonine kinase enzyme (PknE) in Mycobacterium tuberculosis: an in silico study

Ayman Azhary, Hiba Hassan Sulieman Omer, Sarmad Marah, Nooh Mohamed Hajhamed, Mohammed H. Abdelraheem, Lamis Yahia Mohamed Elkheir, Abdallah Elssir Ahmed, S. A. Mohammed, Reem M. A. Ebrahim, Nouh Saad Mohamed, Waleed Abdelateif Hussein, Amar Mohamed Ismail, Mohammed Asaad, Tevfik Ozen, Asim Osman. Abdoun, Faisal Hammad Mekky Koua
article en

Abstract

Abstract Mycobacterium tuberculosis (MTB) remains a deadly infectious agent and a global health challenge, particularly due to the emergence of multidrug-resistant strains. Mycobacterial serine/threonine protein kinase E (PknE) is vital for mycobacterial survival under nitric oxide stress by altering Toll-like receptor expression, suppressing apoptosis, increasing inflammation, and modulating costimulatory molecules. This study employed a structure-based in silico workflow comprising virtual screening of 2,202 FDA-approved compounds, molecular docking, 300 ns molecular dynamics (MD) simulation molecular mechanics/Poisson-Boltzmann surface area (MM/PBSA) binding free energy calculations, principal component analysis (PCA), free energy landscape (FEL) analysis, and in silico toxicity profiling, to identify candidate PknE inhibitors. Molecular docking identified netilmicin, dirithromycin, acarbose, and ertapenem as top candidates, with docking scores of − 13.13 to − 15.86 kcal/mol. MD simulations confirmed complex stability with RMSD values near 1 nm, while MM/PBSA analysis revealed favourable binding free energies: netilmicin (− 1.47 ± 0.18), ertapenem (− 11.70 ± 1.22), dirithromycin (− 17.80 ± 0.13), and acarbose (− 18.90 ± 0.06 kcal/mol). PCA-based FEL analysis confirmed thermodynamic stability across all complexes, with DTM–PknE exhibiting the lowest minimum Gibbs free energy (15.7 kJ/mol). In silico toxicity profiling demonstrated acceptable safety profiles for all leads. These findings provide a strong computational basis for repurposing these agents as adjunct anti-TB therapies, pending experimental validation.

Scientific Reports
University of Khartoum (SD), Al-Neelain University (SD), Ondokuz Mayıs University (TR), University of Garden City (SD), National Ribat University (SD), Omdurman Islamic University (SD), Sudan Academy of Sciences (SD)
Affordable and clean energy
Openalex Percentile: Top 11%
Tuberculosis Research and Epidemiology
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