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...
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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 |
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1725488091691483136 |