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A new method for evaluating the specificity of indirect readout in protein–DNA recognition
Proteins recognize a specific DNA sequence not only through direct contact (direct readout) with base pairs but also through sequence-dependent conformation and/or flexibility of DNA (indirect readout). However, it is difficult to assess the contribution of indirect readout to the sequence specifici...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3458528/ https://www.ncbi.nlm.nih.gov/pubmed/22618872 http://dx.doi.org/10.1093/nar/gks462 |
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author | Yamasaki, Satoshi Terada, Tohru Kono, Hidetoshi Shimizu, Kentaro Sarai, Akinori |
author_facet | Yamasaki, Satoshi Terada, Tohru Kono, Hidetoshi Shimizu, Kentaro Sarai, Akinori |
author_sort | Yamasaki, Satoshi |
collection | PubMed |
description | Proteins recognize a specific DNA sequence not only through direct contact (direct readout) with base pairs but also through sequence-dependent conformation and/or flexibility of DNA (indirect readout). However, it is difficult to assess the contribution of indirect readout to the sequence specificity. What is needed is a straightforward method for quantifying its contributions to specificity. Using Bayesian statistics, we derived the probability of a particular sequence for a given DNA structure from the trajectories of molecular dynamics (MD) simulations of DNAs containing all possible tetramer sequences. Then, we quantified the specificity of indirect readout based on the information entropy associated with the probability. We tested this method with known structures of protein–DNA complexes. This method enabled us to correctly predict those regions where experiments suggested the involvement of indirect readout. The results also indicated new regions where the indirect readout mechanism makes major contributions to the recognition. The present method can be used to estimate the contribution of indirect readout without approximations to the distributions in the conformational ensembles of DNA, and would serve as a powerful tool to study the mechanism of protein–DNA recognition. |
format | Online Article Text |
id | pubmed-3458528 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-34585282012-09-27 A new method for evaluating the specificity of indirect readout in protein–DNA recognition Yamasaki, Satoshi Terada, Tohru Kono, Hidetoshi Shimizu, Kentaro Sarai, Akinori Nucleic Acids Res Methods Online Proteins recognize a specific DNA sequence not only through direct contact (direct readout) with base pairs but also through sequence-dependent conformation and/or flexibility of DNA (indirect readout). However, it is difficult to assess the contribution of indirect readout to the sequence specificity. What is needed is a straightforward method for quantifying its contributions to specificity. Using Bayesian statistics, we derived the probability of a particular sequence for a given DNA structure from the trajectories of molecular dynamics (MD) simulations of DNAs containing all possible tetramer sequences. Then, we quantified the specificity of indirect readout based on the information entropy associated with the probability. We tested this method with known structures of protein–DNA complexes. This method enabled us to correctly predict those regions where experiments suggested the involvement of indirect readout. The results also indicated new regions where the indirect readout mechanism makes major contributions to the recognition. The present method can be used to estimate the contribution of indirect readout without approximations to the distributions in the conformational ensembles of DNA, and would serve as a powerful tool to study the mechanism of protein–DNA recognition. Oxford University Press 2012-09 2012-05-22 /pmc/articles/PMC3458528/ /pubmed/22618872 http://dx.doi.org/10.1093/nar/gks462 Text en © The Author(s) 2012. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/3.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Methods Online Yamasaki, Satoshi Terada, Tohru Kono, Hidetoshi Shimizu, Kentaro Sarai, Akinori A new method for evaluating the specificity of indirect readout in protein–DNA recognition |
title | A new method for evaluating the specificity of indirect readout in protein–DNA recognition |
title_full | A new method for evaluating the specificity of indirect readout in protein–DNA recognition |
title_fullStr | A new method for evaluating the specificity of indirect readout in protein–DNA recognition |
title_full_unstemmed | A new method for evaluating the specificity of indirect readout in protein–DNA recognition |
title_short | A new method for evaluating the specificity of indirect readout in protein–DNA recognition |
title_sort | new method for evaluating the specificity of indirect readout in protein–dna recognition |
topic | Methods Online |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3458528/ https://www.ncbi.nlm.nih.gov/pubmed/22618872 http://dx.doi.org/10.1093/nar/gks462 |
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