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Mapping Functional Group Free Energy Patterns at Protein Occluded Sites: Nuclear Receptors and G-Protein Coupled Receptors

[Image: see text] Occluded ligand-binding pockets (LBP) such as those found in nuclear receptors (NR) and G-protein coupled receptors (GPCR) represent a significant opportunity and challenge for computer-aided drug design. To determine free energies maps of functional groups of these LBPs, a Grand-C...

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Autores principales: Lakkaraju, Sirish Kaushik, Yu, Wenbo, Raman, E. Prabhu, Hershfeld, Alena V., Fang, Lei, Deshpande, Deepak A., MacKerell, Alexander D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2015
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4372819/
https://www.ncbi.nlm.nih.gov/pubmed/25692383
http://dx.doi.org/10.1021/ci500729k
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author Lakkaraju, Sirish Kaushik
Yu, Wenbo
Raman, E. Prabhu
Hershfeld, Alena V.
Fang, Lei
Deshpande, Deepak A.
MacKerell, Alexander D.
author_facet Lakkaraju, Sirish Kaushik
Yu, Wenbo
Raman, E. Prabhu
Hershfeld, Alena V.
Fang, Lei
Deshpande, Deepak A.
MacKerell, Alexander D.
author_sort Lakkaraju, Sirish Kaushik
collection PubMed
description [Image: see text] Occluded ligand-binding pockets (LBP) such as those found in nuclear receptors (NR) and G-protein coupled receptors (GPCR) represent a significant opportunity and challenge for computer-aided drug design. To determine free energies maps of functional groups of these LBPs, a Grand-Canonical Monte Carlo/Molecular Dynamics (GCMC/MD) strategy is combined with the Site Identification by Ligand Competitive Saturation (SILCS) methodology. SILCS-GCMC/MD is shown to map functional group affinity patterns that recapitulate locations of functional groups across diverse classes of ligands in the LBPs of the androgen (AR) and peroxisome proliferator-activated-γ (PPARγ) NRs and the metabotropic glutamate (mGluR) and β(2)-adreneric (β(2)AR) GPCRs. Inclusion of protein flexibility identifies regions of the binding pockets not accessible in crystal conformations and allows for better quantitative estimates of relative ligand binding affinities in all the proteins tested. Differences in functional group requirements of the active and inactive states of the β(2)AR LBP were used in virtual screening to identify high efficacy agonists targeting β(2)AR in Airway Smooth Muscle (ASM) cells. Seven of the 15 selected ligands were found to effect ASM relaxation representing a 46% hit rate. Hence, the method will be of use for the rational design of ligands in the context of chemical biology and the development of therapeutic agents.
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spelling pubmed-43728192015-03-31 Mapping Functional Group Free Energy Patterns at Protein Occluded Sites: Nuclear Receptors and G-Protein Coupled Receptors Lakkaraju, Sirish Kaushik Yu, Wenbo Raman, E. Prabhu Hershfeld, Alena V. Fang, Lei Deshpande, Deepak A. MacKerell, Alexander D. J Chem Inf Model [Image: see text] Occluded ligand-binding pockets (LBP) such as those found in nuclear receptors (NR) and G-protein coupled receptors (GPCR) represent a significant opportunity and challenge for computer-aided drug design. To determine free energies maps of functional groups of these LBPs, a Grand-Canonical Monte Carlo/Molecular Dynamics (GCMC/MD) strategy is combined with the Site Identification by Ligand Competitive Saturation (SILCS) methodology. SILCS-GCMC/MD is shown to map functional group affinity patterns that recapitulate locations of functional groups across diverse classes of ligands in the LBPs of the androgen (AR) and peroxisome proliferator-activated-γ (PPARγ) NRs and the metabotropic glutamate (mGluR) and β(2)-adreneric (β(2)AR) GPCRs. Inclusion of protein flexibility identifies regions of the binding pockets not accessible in crystal conformations and allows for better quantitative estimates of relative ligand binding affinities in all the proteins tested. Differences in functional group requirements of the active and inactive states of the β(2)AR LBP were used in virtual screening to identify high efficacy agonists targeting β(2)AR in Airway Smooth Muscle (ASM) cells. Seven of the 15 selected ligands were found to effect ASM relaxation representing a 46% hit rate. Hence, the method will be of use for the rational design of ligands in the context of chemical biology and the development of therapeutic agents. American Chemical Society 2015-02-18 2015-03-23 /pmc/articles/PMC4372819/ /pubmed/25692383 http://dx.doi.org/10.1021/ci500729k Text en Copyright © 2015 American Chemical Society This is an open access article published under an ACS AuthorChoice License (http://pubs.acs.org/page/policy/authorchoice_termsofuse.html) , which permits copying and redistribution of the article or any adaptations for non-commercial purposes.
spellingShingle Lakkaraju, Sirish Kaushik
Yu, Wenbo
Raman, E. Prabhu
Hershfeld, Alena V.
Fang, Lei
Deshpande, Deepak A.
MacKerell, Alexander D.
Mapping Functional Group Free Energy Patterns at Protein Occluded Sites: Nuclear Receptors and G-Protein Coupled Receptors
title Mapping Functional Group Free Energy Patterns at Protein Occluded Sites: Nuclear Receptors and G-Protein Coupled Receptors
title_full Mapping Functional Group Free Energy Patterns at Protein Occluded Sites: Nuclear Receptors and G-Protein Coupled Receptors
title_fullStr Mapping Functional Group Free Energy Patterns at Protein Occluded Sites: Nuclear Receptors and G-Protein Coupled Receptors
title_full_unstemmed Mapping Functional Group Free Energy Patterns at Protein Occluded Sites: Nuclear Receptors and G-Protein Coupled Receptors
title_short Mapping Functional Group Free Energy Patterns at Protein Occluded Sites: Nuclear Receptors and G-Protein Coupled Receptors
title_sort mapping functional group free energy patterns at protein occluded sites: nuclear receptors and g-protein coupled receptors
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4372819/
https://www.ncbi.nlm.nih.gov/pubmed/25692383
http://dx.doi.org/10.1021/ci500729k
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