(2015) Homology modeling, molecular dynamic simulation, and docking based binding site analysis of human dopamine (D4) receptor. Journal of Molecular Modeling.
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Abstract
Human dopamine D4 receptor is a GPCR target in the treatment of neurological and psychiatric conditions such as schizophrenia and Parkinson�s disease. The X-ray structure of this receptor has not been resolved so far. Therefore, a proper 3D structure of D4 could provide a good tool in order to design novel ligands against this target. In this study, homology modeling studies were performed to obtain a reasonable structure of the receptor using known templates. The obtained model was subjected to molecular dynamic simulation within a DPPC membrane system. Some structural features of the receptor such as a conserved disulfide bridge and ionic lock were considered in the modeling experiments. The resulted trajectories of simulation were clustered based on the root mean square deviation of the backbone. Some known ligands and decoys were accordingly docked into the representative frames of each cluster. The best final model was finally selected based on its ability to discriminate between active ligands and inactive decoys (ROC = 0.839). The presented model of human D4 receptor could be a promising starting point in future studies of drug design for the described target. Figure not available: see fulltext. © 2015, Springer-Verlag Berlin Heidelberg.
Item Type: | Article |
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Keywords: | disulfide; dopamine 4 receptor; ligand; dopamine 4 receptor; ligand; protein binding, Article; binding site; conformational transition; drug design; human; membrane; molecular docking; nucleotide sequence; priority journal; simulation; amino acid sequence; chemistry; molecular dynamics; molecular genetics; protein domain; quantitative structure activity relation; receiver operating characteristic; sequence homology, Amino Acid Sequence; Binding Sites; Humans; Ligands; Molecular Docking Simulation; Molecular Dynamics Simulation; Molecular Sequence Data; Protein Binding; Protein Interaction Domains and Motifs; Quantitative Structure-Activity Relationship; Receptors, Dopamine D4; ROC Curve; Sequence Homology, Amino Acid |
Journal or Publication Title: | Journal of Molecular Modeling |
Volume: | 21 |
Number: | 2 |
Publisher: | Springer Verlag |
Depositing User: | ms soheila Bazm |
URI: | http://eprints.ssu.ac.ir/id/eprint/9414 |
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