Insight into the Structural Determinants of Imidazole Scaffold-Based Derivatives as TNF-α Release Inhibitors by in Silico Explorations

Presently, 151 widely-diverse pyridinylimidazole-based compounds that show inhibitory activities at the TNF-α release were investigated. By using the distance comparison technique (DISCOtech), comparative molecular field analysis (CoMFA), and comparative molecular similarity index analysis (CoMSIA)...

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Main Authors: Yuan Wang, Mingwei Wu, Chunzhi Ai, Yonghua Wang
Format: Article
Language:English
Published: MDPI AG 2015-08-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:http://www.mdpi.com/1422-0067/16/9/20118
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spelling doaj-b58a5e471960415b92c20a70dcd6128d2020-11-24T21:56:32ZengMDPI AGInternational Journal of Molecular Sciences1422-00672015-08-01169201182013810.3390/ijms160920118ijms160920118Insight into the Structural Determinants of Imidazole Scaffold-Based Derivatives as TNF-α Release Inhibitors by in Silico ExplorationsYuan Wang0Mingwei Wu1Chunzhi Ai2Yonghua Wang3Lab of Systems Pharmacology, College of Life Sciences, Northwest A&F (Agriculture and Forestry) University, Yangling 712100, ChinaLab of Systems Pharmacology, College of Life Sciences, Northwest A&F (Agriculture and Forestry) University, Yangling 712100, ChinaLab of Pharmaceutical Resource Discovery, Dalian Institute of Chemical Physics, Graduate School of the Chinese Academy of Sciences, Dalian 116023, ChinaLab of Systems Pharmacology, College of Life Sciences, Northwest A&F (Agriculture and Forestry) University, Yangling 712100, ChinaPresently, 151 widely-diverse pyridinylimidazole-based compounds that show inhibitory activities at the TNF-α release were investigated. By using the distance comparison technique (DISCOtech), comparative molecular field analysis (CoMFA), and comparative molecular similarity index analysis (CoMSIA) methods, the pharmacophore models and the three-dimensional quantitative structure-activity relationships (3D-QSAR) of the compounds were explored. The proposed pharmacophore model, including two hydrophobic sites, two aromatic centers, two H-bond donor atoms, two H-bond acceptor atoms, and two H-bond donor sites characterizes the necessary structural features of TNF-α release inhibitors. Both the resultant CoMFA and CoMSIA models exhibited satisfactory predictability (with Q2 (cross-validated correlation coefficient) = 0.557, R2ncv (non-cross-validated correlation coefficient) = 0.740, R2pre (predicted correlation coefficient) = 0.749 and Q2 = 0.598, R2ncv = 0.767, R2pre = 0.860, respectively). Good consistency was observed between the 3D-QSAR models and the pharmacophore model that the hydrophobic interaction and hydrogen bonds play crucial roles in the mechanism of actions. The corresponding contour maps generated by these models provide more diverse information about the key intermolecular interactions of inhibitors with the surrounding environment. All these models have extended the understanding of imidazole-based compounds in the structure-activity relationship, and are useful for rational design and screening of novel 2-thioimidazole-based TNF-α release inhibitors.http://www.mdpi.com/1422-0067/16/9/20118imidazolesTNF-αinhibitor3D-QSARCoMFACoMSIADISCOtechpharmacophore
collection DOAJ
language English
format Article
sources DOAJ
author Yuan Wang
Mingwei Wu
Chunzhi Ai
Yonghua Wang
spellingShingle Yuan Wang
Mingwei Wu
Chunzhi Ai
Yonghua Wang
Insight into the Structural Determinants of Imidazole Scaffold-Based Derivatives as TNF-α Release Inhibitors by in Silico Explorations
International Journal of Molecular Sciences
imidazoles
TNF-α
inhibitor
3D-QSAR
CoMFA
CoMSIA
DISCOtech
pharmacophore
author_facet Yuan Wang
Mingwei Wu
Chunzhi Ai
Yonghua Wang
author_sort Yuan Wang
title Insight into the Structural Determinants of Imidazole Scaffold-Based Derivatives as TNF-α Release Inhibitors by in Silico Explorations
title_short Insight into the Structural Determinants of Imidazole Scaffold-Based Derivatives as TNF-α Release Inhibitors by in Silico Explorations
title_full Insight into the Structural Determinants of Imidazole Scaffold-Based Derivatives as TNF-α Release Inhibitors by in Silico Explorations
title_fullStr Insight into the Structural Determinants of Imidazole Scaffold-Based Derivatives as TNF-α Release Inhibitors by in Silico Explorations
title_full_unstemmed Insight into the Structural Determinants of Imidazole Scaffold-Based Derivatives as TNF-α Release Inhibitors by in Silico Explorations
title_sort insight into the structural determinants of imidazole scaffold-based derivatives as tnf-α release inhibitors by in silico explorations
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1422-0067
publishDate 2015-08-01
description Presently, 151 widely-diverse pyridinylimidazole-based compounds that show inhibitory activities at the TNF-α release were investigated. By using the distance comparison technique (DISCOtech), comparative molecular field analysis (CoMFA), and comparative molecular similarity index analysis (CoMSIA) methods, the pharmacophore models and the three-dimensional quantitative structure-activity relationships (3D-QSAR) of the compounds were explored. The proposed pharmacophore model, including two hydrophobic sites, two aromatic centers, two H-bond donor atoms, two H-bond acceptor atoms, and two H-bond donor sites characterizes the necessary structural features of TNF-α release inhibitors. Both the resultant CoMFA and CoMSIA models exhibited satisfactory predictability (with Q2 (cross-validated correlation coefficient) = 0.557, R2ncv (non-cross-validated correlation coefficient) = 0.740, R2pre (predicted correlation coefficient) = 0.749 and Q2 = 0.598, R2ncv = 0.767, R2pre = 0.860, respectively). Good consistency was observed between the 3D-QSAR models and the pharmacophore model that the hydrophobic interaction and hydrogen bonds play crucial roles in the mechanism of actions. The corresponding contour maps generated by these models provide more diverse information about the key intermolecular interactions of inhibitors with the surrounding environment. All these models have extended the understanding of imidazole-based compounds in the structure-activity relationship, and are useful for rational design and screening of novel 2-thioimidazole-based TNF-α release inhibitors.
topic imidazoles
TNF-α
inhibitor
3D-QSAR
CoMFA
CoMSIA
DISCOtech
pharmacophore
url http://www.mdpi.com/1422-0067/16/9/20118
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AT mingweiwu insightintothestructuraldeterminantsofimidazolescaffoldbasedderivativesastnfareleaseinhibitorsbyinsilicoexplorations
AT chunzhiai insightintothestructuraldeterminantsofimidazolescaffoldbasedderivativesastnfareleaseinhibitorsbyinsilicoexplorations
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