Hybrid virtual screening identifies dipyrazole carboxamide derivatives as novel direct InhA inhibitors with antitubercular activity

dc.contributor.authorPunkvang A.
dc.contributor.authorPakamwong B.
dc.contributor.authorPhusi N.
dc.contributor.authorThongdee P.
dc.contributor.authorChayajarus K.
dc.contributor.authorSangswan J.
dc.contributor.authorPangjit K.
dc.contributor.authorSuttisintong K.
dc.contributor.authorLeanpolchareanchai J.
dc.contributor.authorHongmanee P.
dc.contributor.authorSantanirand P.
dc.contributor.authorSpencer J.
dc.contributor.authorMulholland A.J.
dc.contributor.authorSureram S.
dc.contributor.authorKittakoop P.
dc.contributor.authorPungpo P.
dc.contributor.correspondencePunkvang A.
dc.contributor.otherMahidol University
dc.date.accessioned2025-06-05T18:08:00Z
dc.date.available2025-06-05T18:08:00Z
dc.date.issued2025-07-01
dc.description.abstractDirect 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<inf>50</inf>) 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<inf>50</inf> 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<sup>+</sup>) 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.
dc.identifier.citationBiochimica Et Biophysica Acta General Subjects Vol.1869 No.8 (2025)
dc.identifier.doi10.1016/j.bbagen.2025.130827
dc.identifier.eissn18728006
dc.identifier.issn03044165
dc.identifier.scopus2-s2.0-105006581436
dc.identifier.urihttps://repository.li.mahidol.ac.th/handle/123456789/110460
dc.rights.holderSCOPUS
dc.subjectBiochemistry, Genetics and Molecular Biology
dc.titleHybrid virtual screening identifies dipyrazole carboxamide derivatives as novel direct InhA inhibitors with antitubercular activity
dc.typeArticle
mu.datasource.scopushttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=105006581436&origin=inward
oaire.citation.issue8
oaire.citation.titleBiochimica Et Biophysica Acta General Subjects
oaire.citation.volume1869
oairecerif.author.affiliationChulabhorn Graduate Institute
oairecerif.author.affiliationUniversity of Bristol
oairecerif.author.affiliationChulabhorn Research Institute
oairecerif.author.affiliationUbon Ratchathani University
oairecerif.author.affiliationThailand National Nanotechnology Center
oairecerif.author.affiliationRamathibodi Hospital
oairecerif.author.affiliationMahidol University
oairecerif.author.affiliationMinistry of Higher Education, Science, Research and Innovation
oairecerif.author.affiliationNakhon Phanom University

Files

Collections