Cargando…
Novel ligands of Choline Acetyltransferase designed by in silico molecular docking, hologram QSAR and lead optimization
Recent reports have brought back the acetylcholine synthesizing enzyme, choline acetyltransferase in the mainstream research in dementia and the cholinergic anti-inflammatory pathway. Here we report, a specific strategy for the design of novel ChAT ligands based on molecular docking, Hologram Quanti...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4978996/ https://www.ncbi.nlm.nih.gov/pubmed/27507101 http://dx.doi.org/10.1038/srep31247 |
_version_ | 1782447253259026432 |
---|---|
author | Kumar, Rajnish Långström, Bengt Darreh-Shori, Taher |
author_facet | Kumar, Rajnish Långström, Bengt Darreh-Shori, Taher |
author_sort | Kumar, Rajnish |
collection | PubMed |
description | Recent reports have brought back the acetylcholine synthesizing enzyme, choline acetyltransferase in the mainstream research in dementia and the cholinergic anti-inflammatory pathway. Here we report, a specific strategy for the design of novel ChAT ligands based on molecular docking, Hologram Quantitative Structure Activity Relationship (HQSAR) and lead optimization. Molecular docking was performed on a series of ChAT inhibitors to decipher the molecular fingerprint of their interaction with the active site of ChAT. Then robust statistical fragment HQSAR models were developed. A library of novel ligands was generated based on the pharmacophoric and shape similarity scoring function, and evaluated in silico for their molecular interactions with ChAT. Ten of the top scoring invented compounds are reported here. We confirmed the activity of α-NETA, the only commercially available ChAT inhibitor, and one of the seed compounds in our model, using a new simple colorimetric ChAT assay (IC(50) ~ 88 nM). In contrast, α-NETA exhibited an IC(50) of ~30 μM for the ACh-degrading cholinesterases. In conclusion, the overall results may provide useful insight for discovering novel ChAT ligands and potential positron emission tomography tracers as in vivo functional biomarkers of the health of central cholinergic system in neurodegenerative disorders, such as Alzheimer’s disease. |
format | Online Article Text |
id | pubmed-4978996 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-49789962016-08-18 Novel ligands of Choline Acetyltransferase designed by in silico molecular docking, hologram QSAR and lead optimization Kumar, Rajnish Långström, Bengt Darreh-Shori, Taher Sci Rep Article Recent reports have brought back the acetylcholine synthesizing enzyme, choline acetyltransferase in the mainstream research in dementia and the cholinergic anti-inflammatory pathway. Here we report, a specific strategy for the design of novel ChAT ligands based on molecular docking, Hologram Quantitative Structure Activity Relationship (HQSAR) and lead optimization. Molecular docking was performed on a series of ChAT inhibitors to decipher the molecular fingerprint of their interaction with the active site of ChAT. Then robust statistical fragment HQSAR models were developed. A library of novel ligands was generated based on the pharmacophoric and shape similarity scoring function, and evaluated in silico for their molecular interactions with ChAT. Ten of the top scoring invented compounds are reported here. We confirmed the activity of α-NETA, the only commercially available ChAT inhibitor, and one of the seed compounds in our model, using a new simple colorimetric ChAT assay (IC(50) ~ 88 nM). In contrast, α-NETA exhibited an IC(50) of ~30 μM for the ACh-degrading cholinesterases. In conclusion, the overall results may provide useful insight for discovering novel ChAT ligands and potential positron emission tomography tracers as in vivo functional biomarkers of the health of central cholinergic system in neurodegenerative disorders, such as Alzheimer’s disease. Nature Publishing Group 2016-08-10 /pmc/articles/PMC4978996/ /pubmed/27507101 http://dx.doi.org/10.1038/srep31247 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Kumar, Rajnish Långström, Bengt Darreh-Shori, Taher Novel ligands of Choline Acetyltransferase designed by in silico molecular docking, hologram QSAR and lead optimization |
title | Novel ligands of Choline Acetyltransferase designed by in silico molecular docking, hologram QSAR and lead optimization |
title_full | Novel ligands of Choline Acetyltransferase designed by in silico molecular docking, hologram QSAR and lead optimization |
title_fullStr | Novel ligands of Choline Acetyltransferase designed by in silico molecular docking, hologram QSAR and lead optimization |
title_full_unstemmed | Novel ligands of Choline Acetyltransferase designed by in silico molecular docking, hologram QSAR and lead optimization |
title_short | Novel ligands of Choline Acetyltransferase designed by in silico molecular docking, hologram QSAR and lead optimization |
title_sort | novel ligands of choline acetyltransferase designed by in silico molecular docking, hologram qsar and lead optimization |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4978996/ https://www.ncbi.nlm.nih.gov/pubmed/27507101 http://dx.doi.org/10.1038/srep31247 |
work_keys_str_mv | AT kumarrajnish novelligandsofcholineacetyltransferasedesignedbyinsilicomoleculardockinghologramqsarandleadoptimization AT langstrombengt novelligandsofcholineacetyltransferasedesignedbyinsilicomoleculardockinghologramqsarandleadoptimization AT darrehshoritaher novelligandsofcholineacetyltransferasedesignedbyinsilicomoleculardockinghologramqsarandleadoptimization |