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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2017
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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. |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-5553642 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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