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Statistical Analysis of Protein-Ligand Interaction Patterns in Nuclear Receptor RORγ
The receptor RORγ belongs to the nuclear receptor superfamily that senses small signaling molecules and regulates at the gene transcription level. Since RORγ has a high basal activity and plays an important role in immune responses, inhibitors targeting this receptor have been a focus for many studi...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9240913/ https://www.ncbi.nlm.nih.gov/pubmed/35782874 http://dx.doi.org/10.3389/fmolb.2022.904445 |
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author | Pham, Bill Cheng, Ziju Lopez, Daniel Lindsay, Richard J. Foutch, David Majors, Rily T. Shen, Tongye |
author_facet | Pham, Bill Cheng, Ziju Lopez, Daniel Lindsay, Richard J. Foutch, David Majors, Rily T. Shen, Tongye |
author_sort | Pham, Bill |
collection | PubMed |
description | The receptor RORγ belongs to the nuclear receptor superfamily that senses small signaling molecules and regulates at the gene transcription level. Since RORγ has a high basal activity and plays an important role in immune responses, inhibitors targeting this receptor have been a focus for many studies. The receptor-ligand interaction is complex, and often subtle differences in ligand structure can determine its role as an inverse agonist or an agonist. We examined more than 130 existing RORγ crystal structures that have the same receptor complexed with different ligands. We reported the features of receptor-ligand interaction patterns and the differences between agonist and inverse agonist binding. Specific changes in the contact interaction map are identified to distinguish active and inactive conformations. Further statistical analysis of the contact interaction patterns using principal component analysis reveals a dominant mode which separates allosteric binding vs. canonical binding and a second mode which may indicate active vs. inactive structures. We also studied the nature of constitutive activity by performing a 100-ns computer simulation of apo RORγ. Using constitutively active nuclear receptor CAR as a comparison, we identified a group of conserved contacts that have similar contact strength between the two receptors. These conserved contact interactions, especially a couple key contacts in H11–H12 interaction, can be considered essential to the constitutive activity of RORγ. These protein-ligand and internal protein contact interactions can be useful in the development of new drugs that direct receptor activity. |
format | Online Article Text |
id | pubmed-9240913 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92409132022-06-30 Statistical Analysis of Protein-Ligand Interaction Patterns in Nuclear Receptor RORγ Pham, Bill Cheng, Ziju Lopez, Daniel Lindsay, Richard J. Foutch, David Majors, Rily T. Shen, Tongye Front Mol Biosci Molecular Biosciences The receptor RORγ belongs to the nuclear receptor superfamily that senses small signaling molecules and regulates at the gene transcription level. Since RORγ has a high basal activity and plays an important role in immune responses, inhibitors targeting this receptor have been a focus for many studies. The receptor-ligand interaction is complex, and often subtle differences in ligand structure can determine its role as an inverse agonist or an agonist. We examined more than 130 existing RORγ crystal structures that have the same receptor complexed with different ligands. We reported the features of receptor-ligand interaction patterns and the differences between agonist and inverse agonist binding. Specific changes in the contact interaction map are identified to distinguish active and inactive conformations. Further statistical analysis of the contact interaction patterns using principal component analysis reveals a dominant mode which separates allosteric binding vs. canonical binding and a second mode which may indicate active vs. inactive structures. We also studied the nature of constitutive activity by performing a 100-ns computer simulation of apo RORγ. Using constitutively active nuclear receptor CAR as a comparison, we identified a group of conserved contacts that have similar contact strength between the two receptors. These conserved contact interactions, especially a couple key contacts in H11–H12 interaction, can be considered essential to the constitutive activity of RORγ. These protein-ligand and internal protein contact interactions can be useful in the development of new drugs that direct receptor activity. Frontiers Media S.A. 2022-06-15 /pmc/articles/PMC9240913/ /pubmed/35782874 http://dx.doi.org/10.3389/fmolb.2022.904445 Text en Copyright © 2022 Pham, Cheng, Lopez, Lindsay, Foutch, Majors and Shen. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Molecular Biosciences Pham, Bill Cheng, Ziju Lopez, Daniel Lindsay, Richard J. Foutch, David Majors, Rily T. Shen, Tongye Statistical Analysis of Protein-Ligand Interaction Patterns in Nuclear Receptor RORγ |
title | Statistical Analysis of Protein-Ligand Interaction Patterns in Nuclear Receptor RORγ |
title_full | Statistical Analysis of Protein-Ligand Interaction Patterns in Nuclear Receptor RORγ |
title_fullStr | Statistical Analysis of Protein-Ligand Interaction Patterns in Nuclear Receptor RORγ |
title_full_unstemmed | Statistical Analysis of Protein-Ligand Interaction Patterns in Nuclear Receptor RORγ |
title_short | Statistical Analysis of Protein-Ligand Interaction Patterns in Nuclear Receptor RORγ |
title_sort | statistical analysis of protein-ligand interaction patterns in nuclear receptor rorγ |
topic | Molecular Biosciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9240913/ https://www.ncbi.nlm.nih.gov/pubmed/35782874 http://dx.doi.org/10.3389/fmolb.2022.904445 |
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