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Protein secondary structure appears to be robust under in silico evolution while protein disorder appears not to be

Motivation: The mutation of amino acids often impacts protein function and structure. Mutations without negative effect sustain evolutionary pressure. We study a particular aspect of structural robustness with respect to mutations: regular protein secondary structure and natively unstructured (intri...

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Autores principales: Schaefer, Christian, Schlessinger, Avner, Rost, Burkhard
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2828120/
https://www.ncbi.nlm.nih.gov/pubmed/20081223
http://dx.doi.org/10.1093/bioinformatics/btq012
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author Schaefer, Christian
Schlessinger, Avner
Rost, Burkhard
author_facet Schaefer, Christian
Schlessinger, Avner
Rost, Burkhard
author_sort Schaefer, Christian
collection PubMed
description Motivation: The mutation of amino acids often impacts protein function and structure. Mutations without negative effect sustain evolutionary pressure. We study a particular aspect of structural robustness with respect to mutations: regular protein secondary structure and natively unstructured (intrinsically disordered) regions. Is the formation of regular secondary structure an intrinsic feature of amino acid sequences, or is it a feature that is lost upon mutation and is maintained by evolution against the odds? Similarly, is disorder an intrinsic sequence feature or is it difficult to maintain? To tackle these questions, we in silico mutated native protein sequences into random sequence-like ensembles and monitored the change in predicted secondary structure and disorder. Results: We established that by our coarse-grained measures for change, predictions and observations were similar, suggesting that our results were not biased by prediction mistakes. Changes in secondary structure and disorder predictions were linearly proportional to the change in sequence. Surprisingly, neither the content nor the length distribution for the predicted secondary structure changed substantially. Regions with long disorder behaved differently in that significantly fewer such regions were predicted after a few mutation steps. Our findings suggest that the formation of regular secondary structure is an intrinsic feature of random amino acid sequences, while the formation of long-disordered regions is not an intrinsic feature of proteins with disordered regions. Put differently, helices and strands appear to be maintained easily by evolution, whereas maintaining disordered regions appears difficult. Neutral mutations with respect to disorder are therefore very unlikely. Contact: schaefer@rostlab.org Supplementary Information: Supplementary data are available at Bioinformatics online.
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spelling pubmed-28281202010-02-25 Protein secondary structure appears to be robust under in silico evolution while protein disorder appears not to be Schaefer, Christian Schlessinger, Avner Rost, Burkhard Bioinformatics Original Papers Motivation: The mutation of amino acids often impacts protein function and structure. Mutations without negative effect sustain evolutionary pressure. We study a particular aspect of structural robustness with respect to mutations: regular protein secondary structure and natively unstructured (intrinsically disordered) regions. Is the formation of regular secondary structure an intrinsic feature of amino acid sequences, or is it a feature that is lost upon mutation and is maintained by evolution against the odds? Similarly, is disorder an intrinsic sequence feature or is it difficult to maintain? To tackle these questions, we in silico mutated native protein sequences into random sequence-like ensembles and monitored the change in predicted secondary structure and disorder. Results: We established that by our coarse-grained measures for change, predictions and observations were similar, suggesting that our results were not biased by prediction mistakes. Changes in secondary structure and disorder predictions were linearly proportional to the change in sequence. Surprisingly, neither the content nor the length distribution for the predicted secondary structure changed substantially. Regions with long disorder behaved differently in that significantly fewer such regions were predicted after a few mutation steps. Our findings suggest that the formation of regular secondary structure is an intrinsic feature of random amino acid sequences, while the formation of long-disordered regions is not an intrinsic feature of proteins with disordered regions. Put differently, helices and strands appear to be maintained easily by evolution, whereas maintaining disordered regions appears difficult. Neutral mutations with respect to disorder are therefore very unlikely. Contact: schaefer@rostlab.org Supplementary Information: Supplementary data are available at Bioinformatics online. Oxford University Press 2010-03-01 2010-01-16 /pmc/articles/PMC2828120/ /pubmed/20081223 http://dx.doi.org/10.1093/bioinformatics/btq012 Text en © The Author(s) 2010. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/2.0/uk/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/2.5), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Papers
Schaefer, Christian
Schlessinger, Avner
Rost, Burkhard
Protein secondary structure appears to be robust under in silico evolution while protein disorder appears not to be
title Protein secondary structure appears to be robust under in silico evolution while protein disorder appears not to be
title_full Protein secondary structure appears to be robust under in silico evolution while protein disorder appears not to be
title_fullStr Protein secondary structure appears to be robust under in silico evolution while protein disorder appears not to be
title_full_unstemmed Protein secondary structure appears to be robust under in silico evolution while protein disorder appears not to be
title_short Protein secondary structure appears to be robust under in silico evolution while protein disorder appears not to be
title_sort protein secondary structure appears to be robust under in silico evolution while protein disorder appears not to be
topic Original Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2828120/
https://www.ncbi.nlm.nih.gov/pubmed/20081223
http://dx.doi.org/10.1093/bioinformatics/btq012
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