Dual Binding Site and Selective Acetylcholinesterase Inhibitors Derived from Integrated Pharmacophore Models and Sequential Virtual Screening

In this study, we have employed in silico methodology combining double pharmacophore based screening, molecular docking, and ADME/T filtering to identify dual binding site acetylcholinesterase inhibitors that can preferentially inhibit acetylcholinesterase and simultaneously inhibit the butyrylcholi...

Full description

Bibliographic Details
Main Authors: Shikhar Gupta, C. Gopi Mohan
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:BioMed Research International
Online Access:http://dx.doi.org/10.1155/2014/291214
id doaj-0368a5bcdfa04d759529890e3c0feb55
record_format Article
spelling doaj-0368a5bcdfa04d759529890e3c0feb552020-11-24T23:47:55ZengHindawi LimitedBioMed Research International2314-61332314-61412014-01-01201410.1155/2014/291214291214Dual Binding Site and Selective Acetylcholinesterase Inhibitors Derived from Integrated Pharmacophore Models and Sequential Virtual ScreeningShikhar Gupta0C. Gopi Mohan1Department of Pharmacoinformatics, National Institute of Pharmaceutical Education and Research (NIPER), Sector 67, S.A.S.Nagar, Punjab 160 062, IndiaAmrita Centre for Nanosciences and Molecular Medicine (ACNSMM), Amrita Institute of Medical Sciences and Research Centre, Amrita Vishwa Vidyapeetham University, Ponekkara, Kochi, Kerala State 682 041, IndiaIn this study, we have employed in silico methodology combining double pharmacophore based screening, molecular docking, and ADME/T filtering to identify dual binding site acetylcholinesterase inhibitors that can preferentially inhibit acetylcholinesterase and simultaneously inhibit the butyrylcholinesterase also but in the lesser extent than acetylcholinesterase. 3D-pharmacophore models of AChE and BuChE enzyme inhibitors have been developed from xanthostigmine derivatives through HypoGen and validated using test set, Fischer’s randomization technique. The best acetylcholinesterase and butyrylcholinesterase inhibitors pharmacophore hypotheses Hypo1_A and Hypo1_B, with high correlation coefficient of 0.96 and 0.94, respectively, were used as 3D query for screening the Zinc database. The screened hits were then subjected to the ADME/T and molecular docking study to prioritise the compounds. Finally, 18 compounds were identified as potential leads against AChE enzyme, showing good predicted activities and promising ADME/T properties.http://dx.doi.org/10.1155/2014/291214
collection DOAJ
language English
format Article
sources DOAJ
author Shikhar Gupta
C. Gopi Mohan
spellingShingle Shikhar Gupta
C. Gopi Mohan
Dual Binding Site and Selective Acetylcholinesterase Inhibitors Derived from Integrated Pharmacophore Models and Sequential Virtual Screening
BioMed Research International
author_facet Shikhar Gupta
C. Gopi Mohan
author_sort Shikhar Gupta
title Dual Binding Site and Selective Acetylcholinesterase Inhibitors Derived from Integrated Pharmacophore Models and Sequential Virtual Screening
title_short Dual Binding Site and Selective Acetylcholinesterase Inhibitors Derived from Integrated Pharmacophore Models and Sequential Virtual Screening
title_full Dual Binding Site and Selective Acetylcholinesterase Inhibitors Derived from Integrated Pharmacophore Models and Sequential Virtual Screening
title_fullStr Dual Binding Site and Selective Acetylcholinesterase Inhibitors Derived from Integrated Pharmacophore Models and Sequential Virtual Screening
title_full_unstemmed Dual Binding Site and Selective Acetylcholinesterase Inhibitors Derived from Integrated Pharmacophore Models and Sequential Virtual Screening
title_sort dual binding site and selective acetylcholinesterase inhibitors derived from integrated pharmacophore models and sequential virtual screening
publisher Hindawi Limited
series BioMed Research International
issn 2314-6133
2314-6141
publishDate 2014-01-01
description In this study, we have employed in silico methodology combining double pharmacophore based screening, molecular docking, and ADME/T filtering to identify dual binding site acetylcholinesterase inhibitors that can preferentially inhibit acetylcholinesterase and simultaneously inhibit the butyrylcholinesterase also but in the lesser extent than acetylcholinesterase. 3D-pharmacophore models of AChE and BuChE enzyme inhibitors have been developed from xanthostigmine derivatives through HypoGen and validated using test set, Fischer’s randomization technique. The best acetylcholinesterase and butyrylcholinesterase inhibitors pharmacophore hypotheses Hypo1_A and Hypo1_B, with high correlation coefficient of 0.96 and 0.94, respectively, were used as 3D query for screening the Zinc database. The screened hits were then subjected to the ADME/T and molecular docking study to prioritise the compounds. Finally, 18 compounds were identified as potential leads against AChE enzyme, showing good predicted activities and promising ADME/T properties.
url http://dx.doi.org/10.1155/2014/291214
work_keys_str_mv AT shikhargupta dualbindingsiteandselectiveacetylcholinesteraseinhibitorsderivedfromintegratedpharmacophoremodelsandsequentialvirtualscreening
AT cgopimohan dualbindingsiteandselectiveacetylcholinesteraseinhibitorsderivedfromintegratedpharmacophoremodelsandsequentialvirtualscreening
_version_ 1725488091691483136