Hit identification and drug repositioning of potential non-nucleoside reverse transcriptase inhibitors by structure-based approach using computational tools (part II)

Abstract AIDS is a global infection involving several complications and its increasing prevalence every year has prioritized our study. Therapy associated with HIV has led to emergence of multidrug resistance and toxicity. Thus, the development of a potent, affordable and safe anti-HIV drug is a global concern. Among the different targets developed, inhibition of non-nucleoside reverse transcriptase (NNRT) is found to be effective and promising. Etravirine, efavirenz, nevirapine, rilpivirine and delavirdine are the marketed NNRTIs available. This study is focused on computational prediction of hit molecules as well as repurposing of various FDA-approved drugs as potential NNRTIs. A synthetic database from ZINCpharmer, publicly available natural databases of coumarins, chromones and chalcones, and two databases of FDA-approved drugs for repurposing were screened to check for the possibility of these compounds to possess anti-HIV activity. Study utilizes a structure-based approach with the generated pharmacophore of target protein (PDB ID: 3MEC), screening of selected datasets is carried out using the Phase tool of Schrodinger. The top filtered compounds with good fitness score were proceeded to molecular docking studies to study their binding affinity to the target. Energy-based calculations using Prime MM-GBSA of Schrodinger was performed to determine free binding energy of the complexes. Prediction of pharmacokinetic parameters of top compounds is further carried out and reported. All the results obtained from different databases are compiled, interpreted and five molecules were subjected to molecular dynamic studies to further confirm the prediction and identified hit molecules for in vitro screening as potential NNRTIs. Communicated by Ramaswamy H. Sarma Graphical Abstract Highlights Computationally potential and safe NNRTIs were identified. Structure-based pharmacophore screening of synthetic, natural and FDA-approved databases and further refinement of databases by Glide XP docking based on docking score and binding interactions at the active site. Prime MM-GBSA rescoring identified the involvement of two evident contributors: van der Waals free energy (ΔGvdW) and nonpolar solvation terms (ΔGsolLipo) in stabilizing the ligand–receptor complex. ADMET parameters of top molecules were determined using in silico tools like Schrodinger's Qikprop and a publicly available server pkCSM. Molecular dynamics confirmed the binding stability and potential hit molecules as NNRTIs.

[1]  M. Degani,et al.  Molecular dynamic simulations on an inhibitor of anti-apoptotic Bcl-2 proteins for insights into its interaction mechanism for anti-cancer activity , 2018, Journal of biomolecular structure & dynamics.

[2]  Douglas E. V. Pires,et al.  pkCSM: Predicting Small-Molecule Pharmacokinetic and Toxicity Properties Using Graph-Based Signatures , 2015, Journal of medicinal chemistry.

[3]  Vasavi C.S.,et al.  Exploring the drug resistance mechanism of active site, non-active site mutations and their cooperative effects in CRF01_AE HIV-1 protease: molecular dynamics simulations and free energy calculations , 2019, Journal of biomolecular structure & dynamics.

[4]  HemaSree Gns,et al.  An update on Drug Repurposing: Re-written saga of the drug's fate. , 2019, Biomedicine & pharmacotherapy = Biomedecine & pharmacotherapie.

[5]  P. Zhan,et al.  The Journey of HIV-1 Non-Nucleoside Reverse Transcriptase Inhibitors (NNRTIs) from Lab to Clinic. , 2018, Journal of medicinal chemistry.

[6]  T. Ashburn,et al.  Drug repositioning: identifying and developing new uses for existing drugs , 2004, Nature Reviews Drug Discovery.

[7]  Rangappa S. Keri,et al.  Chromones as a privileged scaffold in drug discovery: a review. , 2014, European journal of medicinal chemistry.

[8]  E. Clercq Suramin in the treatment of AIDS: mechanism of action. , 1987 .

[9]  J. Nachega,et al.  Emergence of HIV drug resistance during first- and second-line antiretroviral therapy in resource-limited settings. , 2013, The Journal of infectious diseases.

[10]  J. Coffin,et al.  The Discovery of Reverse Transcriptase. , 2016, Annual review of virology.

[11]  C. Wiwat,et al.  Synthesis, in vitro evaluation, and docking studies of novel chromone derivatives as HIV-1 protease inhibitor , 2011 .

[12]  Bian Wu,et al.  Molecular dynamics investigations of structural and functional changes in Bcl-2 induced by the novel antagonist BDA-366 , 2018, Journal of biomolecular structure & dynamics.

[13]  M. Murahari,et al.  Ligand based design and synthesis of pyrazole based derivatives as selective COX-2 inhibitors. , 2019, Bioorganic chemistry.

[14]  K. Lee,et al.  Coumarins and bicoumarin from Ferula sumbul: anti-HIV activity and inhibition of cytokine release. , 2000, Phytochemistry.

[15]  David Ryan Koes,et al.  A Teach-Discover-Treat Application of ZincPharmer: An Online Interactive Pharmacophore Modeling and Virtual Screening Tool , 2015, PloS one.

[16]  R. Tripathi,et al.  One pot efficient diversity oriented synthesis of polyfunctional styryl thiazolopyrimidines and their bio-evaluation as antimalarial and anti-HIV agents. , 2012, European journal of medicinal chemistry.

[17]  C. Tratrat,et al.  Molecular modelling design, synthesis and cytotoxic evaluation of certain substituted 2-(3,4,5-triacetoxybenzoylamino)benzo[d]thiazole and 2-(galloylamino)benzo[d]thiazole derivatives having potential topoisomerase-I inhibitory activity , 2013, Journal of enzyme inhibition and medicinal chemistry.

[18]  J. Buolamwini,et al.  Synthesis, biological evaluation and 3D-QSAR studies of 3-keto salicylic acid chalcones and related amides as novel HIV-1 integrase inhibitors. , 2011, Bioorganic & medicinal chemistry.

[19]  M. Murahari,et al.  Design, synthesis, biological evaluation, molecular docking and QSAR studies of 2,4-dimethylacridones as anticancer agents. , 2017, European journal of medicinal chemistry.

[20]  Xiaohong Zhu,et al.  Pharmacophore modeling, multiple docking, and molecular dynamics studies on Wee1 kinase inhibitors , 2019, Journal of biomolecular structure & dynamics.

[21]  P. Volberding,et al.  Suramin therapy in AIDS and related disorders. Report of the US Suramin Working Group. , 1987, JAMA.

[22]  David Ryan Koes,et al.  ZINCPharmer: pharmacophore search of the ZINC database , 2012, Nucleic Acids Res..

[23]  Pretisha Flora Cutinho,et al.  Design of metronidazole derivatives and flavonoids as potential non-nucleoside reverse transcriptase inhibitors using combined ligand- and structure-based approaches , 2019, Journal of biomolecular structure & dynamics.

[24]  G. Peters,et al.  Acridone-pyrimidine hybrids- design, synthesis, cytotoxicity studies in resistant and sensitive cancer cells and molecular docking studies. , 2017, European journal of medicinal chemistry.

[25]  N. Shrivastava,et al.  Structure based virtual screening, 3D-QSAR, molecular dynamics and ADMET studies for selection of natural inhibitors against structural and non-structural targets of Chikungunya , 2019, Journal of biomolecular structure & dynamics.