Hybrid virtual screening identifies dipyrazole carboxamide derivatives as novel direct InhA inhibitors with antitubercular activity
Direct inhibitors of M. tuberculosis enoyl-acyl carrier protein reductase (M. tuberculosis InhA) remain effective against variants with mutations associated with isoniazid resistance. In our previous study, structure-based virtual screening was employed to discover such inhibitors. However, most ide...
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Published in | Biochimica et biophysica acta. General subjects Vol. 1869; no. 8; p. 130827 |
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Main Authors | , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
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Elsevier B.V
01.07.2025
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Abstract | Direct inhibitors of M. tuberculosis enoyl-acyl carrier protein reductase (M. tuberculosis InhA) remain effective against variants with mutations associated with isoniazid resistance. In our previous study, structure-based virtual screening was employed to discover such inhibitors. However, most identified hits exhibited limited antimycobacterial activity, with minimum inhibitory concentration (MIC) values of >100 μg/mL. To address this challenge, we refined our virtual screening strategy by integrating ligand- and structure-based virtual screening approaches. The efficacy of this hybrid virtual screening approach was validated through biological assays measuring MIC and half-maximal inhibitory concentration (IC50) for the inhibition of M. tuberculosis growth and InhA activity, respectively. Among 14 identified hits, compounds 3 and 10, classified as dipyrazole carboxamide derivatives, were validated as promising lead candidates, with MIC values of 25 and 50 μg/mL and IC50 values of 10.60 ± 0.56 and 5.08 ± 0.30 μM, respectively. The relatively low hit-to‑lead conversion rate (14 %) is ascribed to our observation that nine of the identified hits, including compounds 3 and 10, showed some level of precipitation in the MIC assay medium. Molecular dynamics simulations show that the dipyrazole carboxamide moiety in compounds 3 and 10 forms essential hydrogen bonds with nicotinamide adenine dinucleotide (oxidized form) (NAD+) in the InhA binding pocket. Notably, both compounds 3 and 10 exhibit favorable safety profiles, with no toxicity observed in Caco-2 cells at concentrations up to 100 μg/mL. Consequently, we believe that these compounds present promising starting points for further lead optimization and development of novel antitubercular agents.
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•Hybrid virtual screening identified potent direct M. tuberculosis InhA inhibitors.•Compounds 3 and 10 showed low MICs and strong InhA binding interactions.•Lead compounds exhibited no cytotoxicity in Caco-2 cells up to 100 μg/mL. |
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AbstractList | Direct inhibitors of M. tuberculosis enoyl-acyl carrier protein reductase (M. tuberculosis InhA) remain effective against variants with mutations associated with isoniazid resistance. In our previous study, structure-based virtual screening was employed to discover such inhibitors. However, most identified hits exhibited limited antimycobacterial activity, with minimum inhibitory concentration (MIC) values of >100 μg/mL. To address this challenge, we refined our virtual screening strategy by integrating ligand- and structure-based virtual screening approaches. The efficacy of this hybrid virtual screening approach was validated through biological assays measuring MIC and half-maximal inhibitory concentration (IC50) for the inhibition of M. tuberculosis growth and InhA activity, respectively. Among 14 identified hits, compounds 3 and 10, classified as dipyrazole carboxamide derivatives, were validated as promising lead candidates, with MIC values of 25 and 50 μg/mL and IC50 values of 10.60 ± 0.56 and 5.08 ± 0.30 μM, respectively. The relatively low hit-to‑lead conversion rate (14 %) is ascribed to our observation that nine of the identified hits, including compounds 3 and 10, showed some level of precipitation in the MIC assay medium. Molecular dynamics simulations show that the dipyrazole carboxamide moiety in compounds 3 and 10 forms essential hydrogen bonds with nicotinamide adenine dinucleotide (oxidized form) (NAD+) in the InhA binding pocket. Notably, both compounds 3 and 10 exhibit favorable safety profiles, with no toxicity observed in Caco-2 cells at concentrations up to 100 μg/mL. Consequently, we believe that these compounds present promising starting points for further lead optimization and development of novel antitubercular agents.Direct inhibitors of M. tuberculosis enoyl-acyl carrier protein reductase (M. tuberculosis InhA) remain effective against variants with mutations associated with isoniazid resistance. In our previous study, structure-based virtual screening was employed to discover such inhibitors. However, most identified hits exhibited limited antimycobacterial activity, with minimum inhibitory concentration (MIC) values of >100 μg/mL. To address this challenge, we refined our virtual screening strategy by integrating ligand- and structure-based virtual screening approaches. The efficacy of this hybrid virtual screening approach was validated through biological assays measuring MIC and half-maximal inhibitory concentration (IC50) for the inhibition of M. tuberculosis growth and InhA activity, respectively. Among 14 identified hits, compounds 3 and 10, classified as dipyrazole carboxamide derivatives, were validated as promising lead candidates, with MIC values of 25 and 50 μg/mL and IC50 values of 10.60 ± 0.56 and 5.08 ± 0.30 μM, respectively. The relatively low hit-to‑lead conversion rate (14 %) is ascribed to our observation that nine of the identified hits, including compounds 3 and 10, showed some level of precipitation in the MIC assay medium. Molecular dynamics simulations show that the dipyrazole carboxamide moiety in compounds 3 and 10 forms essential hydrogen bonds with nicotinamide adenine dinucleotide (oxidized form) (NAD+) in the InhA binding pocket. Notably, both compounds 3 and 10 exhibit favorable safety profiles, with no toxicity observed in Caco-2 cells at concentrations up to 100 μg/mL. Consequently, we believe that these compounds present promising starting points for further lead optimization and development of novel antitubercular agents. Direct inhibitors of M. tuberculosis enoyl-acyl carrier protein reductase (M. tuberculosis InhA) remain effective against variants with mutations associated with isoniazid resistance. In our previous study, structure-based virtual screening was employed to discover such inhibitors. However, most identified hits exhibited limited antimycobacterial activity, with minimum inhibitory concentration (MIC) values of >100 μg/mL. To address this challenge, we refined our virtual screening strategy by integrating ligand- and structure-based virtual screening approaches. The efficacy of this hybrid virtual screening approach was validated through biological assays measuring MIC and half-maximal inhibitory concentration (IC ) for the inhibition of M. tuberculosis growth and InhA activity, respectively. Among 14 identified hits, compounds 3 and 10, classified as dipyrazole carboxamide derivatives, were validated as promising lead candidates, with MIC values of 25 and 50 μg/mL and IC values of 10.60 ± 0.56 and 5.08 ± 0.30 μM, respectively. The relatively low hit-to‑lead conversion rate (14 %) is ascribed to our observation that nine of the identified hits, including compounds 3 and 10, showed some level of precipitation in the MIC assay medium. Molecular dynamics simulations show that the dipyrazole carboxamide moiety in compounds 3 and 10 forms essential hydrogen bonds with nicotinamide adenine dinucleotide (oxidized form) (NAD ) in the InhA binding pocket. Notably, both compounds 3 and 10 exhibit favorable safety profiles, with no toxicity observed in Caco-2 cells at concentrations up to 100 μg/mL. Consequently, we believe that these compounds present promising starting points for further lead optimization and development of novel antitubercular agents. Direct inhibitors of M. tuberculosis enoyl-acyl carrier protein reductase (M. tuberculosis InhA) remain effective against variants with mutations associated with isoniazid resistance. In our previous study, structure-based virtual screening was employed to discover such inhibitors. However, most identified hits exhibited limited antimycobacterial activity, with minimum inhibitory concentration (MIC) values of >100 μg/mL. To address this challenge, we refined our virtual screening strategy by integrating ligand- and structure-based virtual screening approaches. The efficacy of this hybrid virtual screening approach was validated through biological assays measuring MIC and half-maximal inhibitory concentration (IC50) for the inhibition of M. tuberculosis growth and InhA activity, respectively. Among 14 identified hits, compounds 3 and 10, classified as dipyrazole carboxamide derivatives, were validated as promising lead candidates, with MIC values of 25 and 50 μg/mL and IC50 values of 10.60 ± 0.56 and 5.08 ± 0.30 μM, respectively. The relatively low hit-to‑lead conversion rate (14 %) is ascribed to our observation that nine of the identified hits, including compounds 3 and 10, showed some level of precipitation in the MIC assay medium. Molecular dynamics simulations show that the dipyrazole carboxamide moiety in compounds 3 and 10 forms essential hydrogen bonds with nicotinamide adenine dinucleotide (oxidized form) (NAD+) in the InhA binding pocket. Notably, both compounds 3 and 10 exhibit favorable safety profiles, with no toxicity observed in Caco-2 cells at concentrations up to 100 μg/mL. Consequently, we believe that these compounds present promising starting points for further lead optimization and development of novel antitubercular agents. [Display omitted] •Hybrid virtual screening identified potent direct M. tuberculosis InhA inhibitors.•Compounds 3 and 10 showed low MICs and strong InhA binding interactions.•Lead compounds exhibited no cytotoxicity in Caco-2 cells up to 100 μg/mL. |
ArticleNumber | 130827 |
Author | Santanirand, Pitak Leanpolchareanchai, Jiraporn Pangjit, Kanjana Sureram, Sanya Thongdee, Paptawan Pakamwong, Bongkochawan Suttisintong, Khomson Pungpo, Pornpan Kittakoop, Prasat Phusi, Naruedon Mulholland, Adrian J. Spencer, James Chayajarus, Kampanart Sangswan, Jidapa Hongmanee, Poonpilas Punkvang, Auradee |
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Keywords | mM INH DTT ns SAR kDa MTT GPU PDB COVID-19 μM NADH Ni–NTA IC50 MD InhA inhibitor E. coli ADME Virtual screening RMSD Molecular dynamics simulation SDS–PAGE EDTA μg/mL M. tuberculosis TB MABA MWCO Tuberculosis PMSF DD-CoA DNA LB RESP XP IPTG HPC PAINS GAFF InhA nm |
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Snippet | Direct inhibitors of M. tuberculosis enoyl-acyl carrier protein reductase (M. tuberculosis InhA) remain effective against variants with mutations associated... |
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SubjectTerms | Antitubercular Agents - chemistry Antitubercular Agents - pharmacology Bacterial Proteins - antagonists & inhibitors Bacterial Proteins - chemistry Bacterial Proteins - metabolism Drug Evaluation, Preclinical Humans InhA inhibitor M. tuberculosis Microbial Sensitivity Tests Molecular Docking Simulation Molecular Dynamics Simulation Mycobacterium tuberculosis - drug effects Mycobacterium tuberculosis - enzymology Oxidoreductases - antagonists & inhibitors Oxidoreductases - chemistry Oxidoreductases - metabolism Pyrazoles - chemistry Pyrazoles - pharmacology Structure-Activity Relationship Tuberculosis Virtual screening |
Title | Hybrid virtual screening identifies dipyrazole carboxamide derivatives as novel direct InhA inhibitors with antitubercular activity |
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