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Random Amino Acid Mutations and Protein Misfolding Lead to Shannon Limit in Sequence-Structure Communication

The transmission of genomic information from coding sequence to protein structure during protein synthesis is subject to stochastic errors. To analyze transmission limits in the presence of spurious errors, Shannon's noisy channel theorem is applied to a communication channel between amino acid...

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Autor principal: Lisewski, Andreas Martin
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2518838/
https://www.ncbi.nlm.nih.gov/pubmed/18769673
http://dx.doi.org/10.1371/journal.pone.0003110
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author Lisewski, Andreas Martin
author_facet Lisewski, Andreas Martin
author_sort Lisewski, Andreas Martin
collection PubMed
description The transmission of genomic information from coding sequence to protein structure during protein synthesis is subject to stochastic errors. To analyze transmission limits in the presence of spurious errors, Shannon's noisy channel theorem is applied to a communication channel between amino acid sequences and their structures established from a large-scale statistical analysis of protein atomic coordinates. While Shannon's theorem confirms that in close to native conformations information is transmitted with limited error probability, additional random errors in sequence (amino acid substitutions) and in structure (structural defects) trigger a decrease in communication capacity toward a Shannon limit at 0.010 bits per amino acid symbol at which communication breaks down. In several controls, simulated error rates above a critical threshold and models of unfolded structures always produce capacities below this limiting value. Thus an essential biological system can be realistically modeled as a digital communication channel that is (a) sensitive to random errors and (b) restricted by a Shannon error limit. This forms a novel basis for predictions consistent with observed rates of defective ribosomal products during protein synthesis, and with the estimated excess of mutual information in protein contact potentials.
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spelling pubmed-25188382008-09-01 Random Amino Acid Mutations and Protein Misfolding Lead to Shannon Limit in Sequence-Structure Communication Lisewski, Andreas Martin PLoS One Research Article The transmission of genomic information from coding sequence to protein structure during protein synthesis is subject to stochastic errors. To analyze transmission limits in the presence of spurious errors, Shannon's noisy channel theorem is applied to a communication channel between amino acid sequences and their structures established from a large-scale statistical analysis of protein atomic coordinates. While Shannon's theorem confirms that in close to native conformations information is transmitted with limited error probability, additional random errors in sequence (amino acid substitutions) and in structure (structural defects) trigger a decrease in communication capacity toward a Shannon limit at 0.010 bits per amino acid symbol at which communication breaks down. In several controls, simulated error rates above a critical threshold and models of unfolded structures always produce capacities below this limiting value. Thus an essential biological system can be realistically modeled as a digital communication channel that is (a) sensitive to random errors and (b) restricted by a Shannon error limit. This forms a novel basis for predictions consistent with observed rates of defective ribosomal products during protein synthesis, and with the estimated excess of mutual information in protein contact potentials. Public Library of Science 2008-09-01 /pmc/articles/PMC2518838/ /pubmed/18769673 http://dx.doi.org/10.1371/journal.pone.0003110 Text en Lisewski et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Lisewski, Andreas Martin
Random Amino Acid Mutations and Protein Misfolding Lead to Shannon Limit in Sequence-Structure Communication
title Random Amino Acid Mutations and Protein Misfolding Lead to Shannon Limit in Sequence-Structure Communication
title_full Random Amino Acid Mutations and Protein Misfolding Lead to Shannon Limit in Sequence-Structure Communication
title_fullStr Random Amino Acid Mutations and Protein Misfolding Lead to Shannon Limit in Sequence-Structure Communication
title_full_unstemmed Random Amino Acid Mutations and Protein Misfolding Lead to Shannon Limit in Sequence-Structure Communication
title_short Random Amino Acid Mutations and Protein Misfolding Lead to Shannon Limit in Sequence-Structure Communication
title_sort random amino acid mutations and protein misfolding lead to shannon limit in sequence-structure communication
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2518838/
https://www.ncbi.nlm.nih.gov/pubmed/18769673
http://dx.doi.org/10.1371/journal.pone.0003110
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