{"title":"An In silico study of Imidazo[1,2-a]pyridine derivatives on Homology Modelled F1F0 ATP Synthase against Mycobacterium Tuberculosis","authors":"Surabhi Jain, Smriti Sharma, D. Sen","doi":"10.2174/2211352520666220414094155","DOIUrl":null,"url":null,"abstract":"\n\nTo ascertain the binding manner and drug-likeliness profile of imidazo[1,2-a]pyridine derivatives as antitubercular agents on ATP synthase protein.\n\n\n\n: Field-based 3D-QSAR, Homology modelling, Molecular Docking and ADME-T studies have been carried out to determine the binding mode and drug likeliness profile of imidazo[1,2-a]pyridine derivatives as anti-tubercular agents.\n\n\n\nTo design new anti-tubercular agents using Field- based 3D-QSAR and molecular docking approach.\n\n\n\nA statistically significant 3D-QSAR model was generated with the dataset of 30 active agonists on ATP synthase whose pIC50 values range from 4.0 µM to 8.30 µM. The same dataset was analysed for ADME-T properties and docked to the homology modeled ATP synthase protein. Moreover, information from 3D-QSAR contour maps was used in designing of new molecules.\n\n\n\nThe constructed 3D-QSAR model had a high correlation coefficient (R2=0.9688) and cross-validation coefficient (Q2=0.9045) and F value (176) at 3 component PLS factor. The homology modeled protein ‘ac9’ was validated with various parameters like Ramachandran plot (92.5 %), ERRAT plot (98.43 %), and ProSA (-1.78 chain ‘C’; -2.74 chain ‘A’). The protein was also examined for physico-chemical properties which showed the acidic and hydrophobic nature of protein. The docking score of dataset compound no. PF19 (-9.97 Kcal/mol) was found to be almost similar with that of Bedaquiline (-10.08 Kcal/mol). Based on previous results from 3D-QSAR and Docking, four new molecules was designed. The newly designed molecules (M1-M4) were docked amongst them M3 (-9.82 Kcal/mol) scored the highest. They were further analysed for drug-likeliness, ADME-T and synthetic assesbility. The findings suggested that these compounds had a strong possibility to become ATP-synthase inhibitors.\n\n\n\nThe various Insilico approaches used in the present study offer new avenues for designing novel molecules against ATP synthase from M. tuberculosis and can be employed for the drug discovery programme.\n","PeriodicalId":7951,"journal":{"name":"Anti-Infective Agents","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2022-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Anti-Infective Agents","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2174/2211352520666220414094155","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0
Abstract
To ascertain the binding manner and drug-likeliness profile of imidazo[1,2-a]pyridine derivatives as antitubercular agents on ATP synthase protein.
: Field-based 3D-QSAR, Homology modelling, Molecular Docking and ADME-T studies have been carried out to determine the binding mode and drug likeliness profile of imidazo[1,2-a]pyridine derivatives as anti-tubercular agents.
To design new anti-tubercular agents using Field- based 3D-QSAR and molecular docking approach.
A statistically significant 3D-QSAR model was generated with the dataset of 30 active agonists on ATP synthase whose pIC50 values range from 4.0 µM to 8.30 µM. The same dataset was analysed for ADME-T properties and docked to the homology modeled ATP synthase protein. Moreover, information from 3D-QSAR contour maps was used in designing of new molecules.
The constructed 3D-QSAR model had a high correlation coefficient (R2=0.9688) and cross-validation coefficient (Q2=0.9045) and F value (176) at 3 component PLS factor. The homology modeled protein ‘ac9’ was validated with various parameters like Ramachandran plot (92.5 %), ERRAT plot (98.43 %), and ProSA (-1.78 chain ‘C’; -2.74 chain ‘A’). The protein was also examined for physico-chemical properties which showed the acidic and hydrophobic nature of protein. The docking score of dataset compound no. PF19 (-9.97 Kcal/mol) was found to be almost similar with that of Bedaquiline (-10.08 Kcal/mol). Based on previous results from 3D-QSAR and Docking, four new molecules was designed. The newly designed molecules (M1-M4) were docked amongst them M3 (-9.82 Kcal/mol) scored the highest. They were further analysed for drug-likeliness, ADME-T and synthetic assesbility. The findings suggested that these compounds had a strong possibility to become ATP-synthase inhibitors.
The various Insilico approaches used in the present study offer new avenues for designing novel molecules against ATP synthase from M. tuberculosis and can be employed for the drug discovery programme.
期刊介绍:
Anti-Infective Agents publishes original research articles, full-length/mini reviews, drug clinical trial studies and guest edited issues on all the latest and outstanding developments on the medicinal chemistry, biology, pharmacology and use of anti-infective and anti-parasitic agents. The scope of the journal covers all pre-clinical and clinical research on antimicrobials, antibacterials, antiviral, antifungal, and antiparasitic agents. Anti-Infective Agents is an essential journal for all infectious disease researchers in industry, academia and the health services.