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Exact correspondence between walk in nucleotide and protein sequence spaces

In the course of evolution, genes traverse the nucleotide sequence space, which translates to a trajectory of changes in the protein sequence in protein sequence space. The correspondence between regions of the nucleotide and protein sequence spaces is understood in general but not in detail. One of...

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Autor principal: Ivankov, Dmitry N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5553642/
https://www.ncbi.nlm.nih.gov/pubmed/28800638
http://dx.doi.org/10.1371/journal.pone.0182525
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author Ivankov, Dmitry N.
author_facet Ivankov, Dmitry N.
author_sort Ivankov, Dmitry N.
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description In the course of evolution, genes traverse the nucleotide sequence space, which translates to a trajectory of changes in the protein sequence in protein sequence space. The correspondence between regions of the nucleotide and protein sequence spaces is understood in general but not in detail. One of the unexplored questions is how many sequences a protein can reach with a certain number of nucleotide substitutions in its gene sequence. Here I propose an algorithm to calculate the volume of protein sequence space accessible to a given protein sequence as a function of the number of nucleotide substitutions made in the protein-coding sequence. The algorithm utilizes the power of the dynamic programming approach, and makes all calculations within a couple of seconds on a desktop computer. I apply the algorithm to green fluorescence protein, and get the number of sequences four times higher than estimated before. However, taking into account the astronomically huge size of the protein sequence space, the previous estimate can be considered as acceptable as an order of magnitude estimation. The proposed algorithm has practical applications in the study of evolutionary trajectories in sequence space.
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spelling pubmed-55536422017-08-25 Exact correspondence between walk in nucleotide and protein sequence spaces Ivankov, Dmitry N. PLoS One Research Article In the course of evolution, genes traverse the nucleotide sequence space, which translates to a trajectory of changes in the protein sequence in protein sequence space. The correspondence between regions of the nucleotide and protein sequence spaces is understood in general but not in detail. One of the unexplored questions is how many sequences a protein can reach with a certain number of nucleotide substitutions in its gene sequence. Here I propose an algorithm to calculate the volume of protein sequence space accessible to a given protein sequence as a function of the number of nucleotide substitutions made in the protein-coding sequence. The algorithm utilizes the power of the dynamic programming approach, and makes all calculations within a couple of seconds on a desktop computer. I apply the algorithm to green fluorescence protein, and get the number of sequences four times higher than estimated before. However, taking into account the astronomically huge size of the protein sequence space, the previous estimate can be considered as acceptable as an order of magnitude estimation. The proposed algorithm has practical applications in the study of evolutionary trajectories in sequence space. Public Library of Science 2017-08-11 /pmc/articles/PMC5553642/ /pubmed/28800638 http://dx.doi.org/10.1371/journal.pone.0182525 Text en © 2017 Dmitry N. Ivankov http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ivankov, Dmitry N.
Exact correspondence between walk in nucleotide and protein sequence spaces
title Exact correspondence between walk in nucleotide and protein sequence spaces
title_full Exact correspondence between walk in nucleotide and protein sequence spaces
title_fullStr Exact correspondence between walk in nucleotide and protein sequence spaces
title_full_unstemmed Exact correspondence between walk in nucleotide and protein sequence spaces
title_short Exact correspondence between walk in nucleotide and protein sequence spaces
title_sort exact correspondence between walk in nucleotide and protein sequence spaces
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5553642/
https://www.ncbi.nlm.nih.gov/pubmed/28800638
http://dx.doi.org/10.1371/journal.pone.0182525
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