Ligand-based virtual screening for the discovery of inhibitors for protein arginine deiminase type 4 (PAD4)

Protein Arginine Deiminase type 4 (PAD4) is a new therapeutic target for the treatment of rheumatoid arthritis. In this study, ligand-based virtual screening with the integration with drug repurposing strategy was applied to the discovery of PAD4 inhibitors. Ultrafast Shape Recognition (USR) was use...

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Main Authors: Teo, Chian Ying, Abdul Rahman, Mohd Basyaruddin, Leow, Adam Thean Chor, Salleh, Abu Bakar, Ballester, Pedro J., Tejo, Bimo Ario
Format: Article
Language:English
Published: OMICS International 2013
Online Access:http://psasir.upm.edu.my/id/eprint/28103/1/ligandbased-virtual-screening-for-the-discovery-of-inhibitors-for-protein-arginine-deiminase-type-pad-2153-0769-3-118.pdf
http://psasir.upm.edu.my/id/eprint/28103/
http://www.omicsonline.org/ligandbased-virtual-screening-for-the-discovery-of-inhibitors-for-protein-arginine-deiminase-type-pad-2153-0769-3-118.php?aid=19210
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spelling my.upm.eprints.281032016-06-20T06:14:18Z http://psasir.upm.edu.my/id/eprint/28103/ Ligand-based virtual screening for the discovery of inhibitors for protein arginine deiminase type 4 (PAD4) Teo, Chian Ying Abdul Rahman, Mohd Basyaruddin Leow, Adam Thean Chor Salleh, Abu Bakar Ballester, Pedro J. Tejo, Bimo Ario Protein Arginine Deiminase type 4 (PAD4) is a new therapeutic target for the treatment of rheumatoid arthritis. In this study, ligand-based virtual screening with the integration with drug repurposing strategy was applied to the discovery of PAD4 inhibitors. Ultrafast Shape Recognition (USR) was used to search for compounds with similar shape to a previously reported inhibitor with harmful side-effects, i.e., streptonigrin. Thirty five lead-like compounds and two existing drugs were obtained from virtual screening and their inhibitory activity was tested at fixed concentration of 100 μM. Five lead-like compounds showed significant inhibition on the enzymatic activity of PAD4. The potency of the best compound was investigated by carrying out IC50 study. Importantly, the structure of the best of these new active molecules was strikingly different from that of streptonigrin. Furthermore, this new PAD4 inhibitor is the most potent to date found by a computational approach and its structure can be optimized in the future for the design of an even better inhibitor of PAD4. OMICS International 2013 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/28103/1/ligandbased-virtual-screening-for-the-discovery-of-inhibitors-for-protein-arginine-deiminase-type-pad-2153-0769-3-118.pdf Teo, Chian Ying and Abdul Rahman, Mohd Basyaruddin and Leow, Adam Thean Chor and Salleh, Abu Bakar and Ballester, Pedro J. and Tejo, Bimo Ario (2013) Ligand-based virtual screening for the discovery of inhibitors for protein arginine deiminase type 4 (PAD4). Metabolomics, 3 (1). art. no. 1000118. pp. 1-5. ISSN 2153-0769 http://www.omicsonline.org/ligandbased-virtual-screening-for-the-discovery-of-inhibitors-for-protein-arginine-deiminase-type-pad-2153-0769-3-118.php?aid=19210 10.4172/2153-0769.1000118
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Protein Arginine Deiminase type 4 (PAD4) is a new therapeutic target for the treatment of rheumatoid arthritis. In this study, ligand-based virtual screening with the integration with drug repurposing strategy was applied to the discovery of PAD4 inhibitors. Ultrafast Shape Recognition (USR) was used to search for compounds with similar shape to a previously reported inhibitor with harmful side-effects, i.e., streptonigrin. Thirty five lead-like compounds and two existing drugs were obtained from virtual screening and their inhibitory activity was tested at fixed concentration of 100 μM. Five lead-like compounds showed significant inhibition on the enzymatic activity of PAD4. The potency of the best compound was investigated by carrying out IC50 study. Importantly, the structure of the best of these new active molecules was strikingly different from that of streptonigrin. Furthermore, this new PAD4 inhibitor is the most potent to date found by a computational approach and its structure can be optimized in the future for the design of an even better inhibitor of PAD4.
format Article
author Teo, Chian Ying
Abdul Rahman, Mohd Basyaruddin
Leow, Adam Thean Chor
Salleh, Abu Bakar
Ballester, Pedro J.
Tejo, Bimo Ario
spellingShingle Teo, Chian Ying
Abdul Rahman, Mohd Basyaruddin
Leow, Adam Thean Chor
Salleh, Abu Bakar
Ballester, Pedro J.
Tejo, Bimo Ario
Ligand-based virtual screening for the discovery of inhibitors for protein arginine deiminase type 4 (PAD4)
author_facet Teo, Chian Ying
Abdul Rahman, Mohd Basyaruddin
Leow, Adam Thean Chor
Salleh, Abu Bakar
Ballester, Pedro J.
Tejo, Bimo Ario
author_sort Teo, Chian Ying
title Ligand-based virtual screening for the discovery of inhibitors for protein arginine deiminase type 4 (PAD4)
title_short Ligand-based virtual screening for the discovery of inhibitors for protein arginine deiminase type 4 (PAD4)
title_full Ligand-based virtual screening for the discovery of inhibitors for protein arginine deiminase type 4 (PAD4)
title_fullStr Ligand-based virtual screening for the discovery of inhibitors for protein arginine deiminase type 4 (PAD4)
title_full_unstemmed Ligand-based virtual screening for the discovery of inhibitors for protein arginine deiminase type 4 (PAD4)
title_sort ligand-based virtual screening for the discovery of inhibitors for protein arginine deiminase type 4 (pad4)
publisher OMICS International
publishDate 2013
url http://psasir.upm.edu.my/id/eprint/28103/1/ligandbased-virtual-screening-for-the-discovery-of-inhibitors-for-protein-arginine-deiminase-type-pad-2153-0769-3-118.pdf
http://psasir.upm.edu.my/id/eprint/28103/
http://www.omicsonline.org/ligandbased-virtual-screening-for-the-discovery-of-inhibitors-for-protein-arginine-deiminase-type-pad-2153-0769-3-118.php?aid=19210
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score 13.160551