Exploring molecular fingerprints of selective PPARδ agonists through comparative and validated chemometric techniques.

Abstract:

:Peroxysome proliferator-activated receptors (PPARs) have grown greatly in importance due to their role in the metabolic profile. Among three subtypes (α, γ and δ), we here consider the least investigated δ subtype to explore the molecular fingerprints of selective PPARδ agonists. Validated QSAR models (regression based 2D-QSAR, HQSAR and KPLS) and molecular docking with dynamics analyses support the inference of classification-based Bayesian and recursive models. Chemometric studies indicate that the presence of ether linkages and heterocyclic rings has optimum influence in imparting selective bioactivity. Pharmacophore models and docking with molecular dynamics analyses postulate the occurrence of aromatic rings, HB acceptor and a hydrophobic region as crucial molecular fragments for development of PPARδ modulators. Multi-chemometric studies suggest the essential structural requirements of a molecule for imparting potent and selective PPARδ modulation.

journal_name

SAR QSAR Environ Res

authors

Nandy A,Roy K,Saha A

doi

10.1080/1062936X.2015.1039576

subject

Has Abstract

pub_date

2015-01-01 00:00:00

pages

363-82

issue

5

eissn

1062-936X

issn

1029-046X

journal_volume

26

pub_type

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