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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...

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Autores principales: Kumar, Rajnish, Långström, Bengt, Darreh-Shori, Taher
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
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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.
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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
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