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Effects of histidine protonation and rotameric states on virtual screening of M. tuberculosis RmlC
While it is well established that protonation and tautomeric states of ligands can significantly affect the results of virtual screening, such effects of ionizable residues of protein receptors are less well understood. In this study, we focus on histidine protonation and rotameric states and their...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3639364/ https://www.ncbi.nlm.nih.gov/pubmed/23579613 http://dx.doi.org/10.1007/s10822-013-9643-9 |
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author | Kim, Meekyum Olivia Nichols, Sara E. Wang, Yi McCammon, J. Andrew |
author_facet | Kim, Meekyum Olivia Nichols, Sara E. Wang, Yi McCammon, J. Andrew |
author_sort | Kim, Meekyum Olivia |
collection | PubMed |
description | While it is well established that protonation and tautomeric states of ligands can significantly affect the results of virtual screening, such effects of ionizable residues of protein receptors are less well understood. In this study, we focus on histidine protonation and rotameric states and their impact on virtual screening of Mycobacterium tuberculosis enzyme RmlC. Depending on the net charge and the location of proton(s), a histidine can adopt three states: HIP (+1 charged, both δ- and ε-nitrogens protonated), HID (neutral, δ-nitrogen protonated), and HIE (neutral, ε-nitrogen protonated). Due to common ambiguities in X-ray crystal structures, a histidine may also be resolved as three additional states with its imidazole ring flipped. Here, we systematically investigate the predictive power of 36 receptor models with different protonation and rotameric states of two histidines in the RmlC active site by using results from a previous high-throughput screening. By measuring enrichment factors and area under the receiver operating characteristic curves, we show that virtual screening results vary depending on hydrogen bonding networks provided by the histidines, even in the cases where the ligand does not obviously interact with the side chain. Our results also suggest that, even with the help of widely used pKa prediction software, assigning histidine protonation and rotameric states for virtual screening can still be challenging and requires further examination and systematic characterization of the receptor-ligand complex. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s10822-013-9643-9) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-3639364 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-36393642013-04-30 Effects of histidine protonation and rotameric states on virtual screening of M. tuberculosis RmlC Kim, Meekyum Olivia Nichols, Sara E. Wang, Yi McCammon, J. Andrew J Comput Aided Mol Des Article While it is well established that protonation and tautomeric states of ligands can significantly affect the results of virtual screening, such effects of ionizable residues of protein receptors are less well understood. In this study, we focus on histidine protonation and rotameric states and their impact on virtual screening of Mycobacterium tuberculosis enzyme RmlC. Depending on the net charge and the location of proton(s), a histidine can adopt three states: HIP (+1 charged, both δ- and ε-nitrogens protonated), HID (neutral, δ-nitrogen protonated), and HIE (neutral, ε-nitrogen protonated). Due to common ambiguities in X-ray crystal structures, a histidine may also be resolved as three additional states with its imidazole ring flipped. Here, we systematically investigate the predictive power of 36 receptor models with different protonation and rotameric states of two histidines in the RmlC active site by using results from a previous high-throughput screening. By measuring enrichment factors and area under the receiver operating characteristic curves, we show that virtual screening results vary depending on hydrogen bonding networks provided by the histidines, even in the cases where the ligand does not obviously interact with the side chain. Our results also suggest that, even with the help of widely used pKa prediction software, assigning histidine protonation and rotameric states for virtual screening can still be challenging and requires further examination and systematic characterization of the receptor-ligand complex. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s10822-013-9643-9) contains supplementary material, which is available to authorized users. Springer Netherlands 2013-04-12 2013 /pmc/articles/PMC3639364/ /pubmed/23579613 http://dx.doi.org/10.1007/s10822-013-9643-9 Text en © The Author(s) 2013 https://creativecommons.org/licenses/by/2.0/ Open AccessThis article is distributed under the terms of the Creative Commons Attribution License which permits any use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited. |
spellingShingle | Article Kim, Meekyum Olivia Nichols, Sara E. Wang, Yi McCammon, J. Andrew Effects of histidine protonation and rotameric states on virtual screening of M. tuberculosis RmlC |
title | Effects of histidine protonation and rotameric states on virtual screening of M. tuberculosis RmlC |
title_full | Effects of histidine protonation and rotameric states on virtual screening of M. tuberculosis RmlC |
title_fullStr | Effects of histidine protonation and rotameric states on virtual screening of M. tuberculosis RmlC |
title_full_unstemmed | Effects of histidine protonation and rotameric states on virtual screening of M. tuberculosis RmlC |
title_short | Effects of histidine protonation and rotameric states on virtual screening of M. tuberculosis RmlC |
title_sort | effects of histidine protonation and rotameric states on virtual screening of m. tuberculosis rmlc |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3639364/ https://www.ncbi.nlm.nih.gov/pubmed/23579613 http://dx.doi.org/10.1007/s10822-013-9643-9 |
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