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Importance of protein flexibility in ranking ERK2 Type I(1/2) inhibitor affinities: a computational study

Extracellular-regulated kinase (ERK2) has been regarded as an essential target for various cancers, especially melanoma. Recently, pyrrolidine piperidine derivatives were reported as Type I(1/2) inhibitors of ERK2, which occupy both the ATP binding pocket and the allosteric pocket. Due to the dynami...

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Autores principales: Niu, Yuzhen, Yao, Xiaojun, Ji, Hongfang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9063686/
https://www.ncbi.nlm.nih.gov/pubmed/35515820
http://dx.doi.org/10.1039/c9ra01657k
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author Niu, Yuzhen
Yao, Xiaojun
Ji, Hongfang
author_facet Niu, Yuzhen
Yao, Xiaojun
Ji, Hongfang
author_sort Niu, Yuzhen
collection PubMed
description Extracellular-regulated kinase (ERK2) has been regarded as an essential target for various cancers, especially melanoma. Recently, pyrrolidine piperidine derivatives were reported as Type I(1/2) inhibitors of ERK2, which occupy both the ATP binding pocket and the allosteric pocket. Due to the dynamic behavior of ERK2 upon the binding of Type I(1/2) inhibitors, it is difficult to predict the binding structures and relative binding potencies of these inhibitors with ERK2 accurately. In this work, the binding mechanism of pyrrolidine piperidines was discussed by using different simulation techniques, including molecular docking, ensemble docking based on multiple receptor conformation, molecular dynamics simulations and free energy calculations. Our computational results show that the traditional docking method cannot predict the relative binding ability of the studied inhibitors with high accuracy, but incorporating ERK2 protein flexibility into docking is an effective method to improve the prediction accuracy. It is worth noting that the binding free energies predicted by MM/GBSA or MM/PBSA based on the MD simulations for the docked poses have the highest correlation with the experimental data, which highlights the importance of protein flexibility for accurately predicting the binding ability of Type I(1/2) inhibitors of ERK2. In addition, the comprehensive analysis of several representative inhibitors indicates that hydrogen bonds and hydrophobic interactions are of significance for improving the binding affinities of the inhibitors. We hope this work will provide valuable information for further design of novel and efficient Type I(1/2) ERK2 inhibitors.
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spelling pubmed-90636862022-05-04 Importance of protein flexibility in ranking ERK2 Type I(1/2) inhibitor affinities: a computational study Niu, Yuzhen Yao, Xiaojun Ji, Hongfang RSC Adv Chemistry Extracellular-regulated kinase (ERK2) has been regarded as an essential target for various cancers, especially melanoma. Recently, pyrrolidine piperidine derivatives were reported as Type I(1/2) inhibitors of ERK2, which occupy both the ATP binding pocket and the allosteric pocket. Due to the dynamic behavior of ERK2 upon the binding of Type I(1/2) inhibitors, it is difficult to predict the binding structures and relative binding potencies of these inhibitors with ERK2 accurately. In this work, the binding mechanism of pyrrolidine piperidines was discussed by using different simulation techniques, including molecular docking, ensemble docking based on multiple receptor conformation, molecular dynamics simulations and free energy calculations. Our computational results show that the traditional docking method cannot predict the relative binding ability of the studied inhibitors with high accuracy, but incorporating ERK2 protein flexibility into docking is an effective method to improve the prediction accuracy. It is worth noting that the binding free energies predicted by MM/GBSA or MM/PBSA based on the MD simulations for the docked poses have the highest correlation with the experimental data, which highlights the importance of protein flexibility for accurately predicting the binding ability of Type I(1/2) inhibitors of ERK2. In addition, the comprehensive analysis of several representative inhibitors indicates that hydrogen bonds and hydrophobic interactions are of significance for improving the binding affinities of the inhibitors. We hope this work will provide valuable information for further design of novel and efficient Type I(1/2) ERK2 inhibitors. The Royal Society of Chemistry 2019-04-23 /pmc/articles/PMC9063686/ /pubmed/35515820 http://dx.doi.org/10.1039/c9ra01657k Text en This journal is © The Royal Society of Chemistry https://creativecommons.org/licenses/by-nc/3.0/
spellingShingle Chemistry
Niu, Yuzhen
Yao, Xiaojun
Ji, Hongfang
Importance of protein flexibility in ranking ERK2 Type I(1/2) inhibitor affinities: a computational study
title Importance of protein flexibility in ranking ERK2 Type I(1/2) inhibitor affinities: a computational study
title_full Importance of protein flexibility in ranking ERK2 Type I(1/2) inhibitor affinities: a computational study
title_fullStr Importance of protein flexibility in ranking ERK2 Type I(1/2) inhibitor affinities: a computational study
title_full_unstemmed Importance of protein flexibility in ranking ERK2 Type I(1/2) inhibitor affinities: a computational study
title_short Importance of protein flexibility in ranking ERK2 Type I(1/2) inhibitor affinities: a computational study
title_sort importance of protein flexibility in ranking erk2 type i(1/2) inhibitor affinities: a computational study
topic Chemistry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9063686/
https://www.ncbi.nlm.nih.gov/pubmed/35515820
http://dx.doi.org/10.1039/c9ra01657k
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