Receptor-based 3D-QSAR approach to find selectivity features of flexible similar binding sites: case study on MMP-12/MMP-13

Design of selective matrix metalloproteinases (MMPs) inhibitors is still a challenging task because of binding pocket similarities and flexibility among MMPs family. To overcome this issue we try to generate a (three-dimensional quantitative structure activity relationship) 3D-QSAR model that might...

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Vydáno v:International journal of bioinformatics research and applications Ročník 11; číslo 4; s. 326
Hlavní autoři: Hadizadeh, Farzin, Shamsara, Jamal
Médium: Journal Article
Jazyk:angličtina
Vydáno: Switzerland 2015
Témata:
Binding Sites
Computational Biology - methods
Matrix Metalloproteinase 12 - chemistry
Matrix Metalloproteinase 12 - metabolism
Matrix Metalloproteinase 13 - chemistry
Matrix Metalloproteinase 13 - metabolism
Matrix Metalloproteinase Inhibitors - chemistry
Matrix Metalloproteinase Inhibitors - metabolism
Models, Molecular
Protein Conformation
Quantitative Structure-Activity Relationship
binding sites
inhibitors
ligands
selective matrix MMPs
binding pocket similarities
receptors
selectivity features
3D-QSAR
metalloproteinases
modelling
case study
flexibility
quantitative structure activity relationship
zinc binding group
bioinformatics
MMP-13
MMP-12
CoMFA
CoMSIA
ISSN:1744-5485
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Popis
Shrnutí:Design of selective matrix metalloproteinases (MMPs) inhibitors is still a challenging task because of binding pocket similarities and flexibility among MMPs family. To overcome this issue we try to generate a (three-dimensional quantitative structure activity relationship) 3D-QSAR model that might reflect, at least in part, the differential properties of MMP-12 and MMP-13 active sites compared to each other. The different alignment rules were applied for CoMFA/CoMSIA model development. In an approach the best docked poses were followed by alignment based on their zinc binding group. As it was suggested by comparison of CoMSIA contour maps of MMP-12 with MMP-13, the ligand based approach can find more detailed features of specificity for MMPs that have similar highly flexible active sites, than solely analysis of available crystal structures. The residues Val(194), Leu(214) and Thr(220) of MMP-13 were suggested to be investigated for flexibility upon binding of different ligands.
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ISSN:1744-5485
DOI:10.1504/IJBRA.2015.070139