Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1784699215535931392 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9063686 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | The Royal Society of Chemistry |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT niuyuzhen importanceofproteinflexibilityinrankingerk2typei12inhibitoraffinitiesacomputationalstudy AT yaoxiaojun importanceofproteinflexibilityinrankingerk2typei12inhibitoraffinitiesacomputationalstudy AT jihongfang importanceofproteinflexibilityinrankingerk2typei12inhibitoraffinitiesacomputationalstudy |