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Use of 6 Nucleotide Length Words to Study the Complexity of Gene Sequences from Different Organisms
In this paper, we attempted to find a relation between bacteria living conditions and their genome algorithmic complexity. We developed a probabilistic mathematical method for the evaluation of k-words (6 bases length) occurrence irregularity in bacterial gene coding sequences. For this, the coding...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9141341/ https://www.ncbi.nlm.nih.gov/pubmed/35626518 http://dx.doi.org/10.3390/e24050632 |
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author | Korotkov, Eugene Zaytsev, Konstantin Fedorov, Alexey |
author_facet | Korotkov, Eugene Zaytsev, Konstantin Fedorov, Alexey |
author_sort | Korotkov, Eugene |
collection | PubMed |
description | In this paper, we attempted to find a relation between bacteria living conditions and their genome algorithmic complexity. We developed a probabilistic mathematical method for the evaluation of k-words (6 bases length) occurrence irregularity in bacterial gene coding sequences. For this, the coding sequences from different bacterial genomes were analyzed and as an index of k-words occurrence irregularity, we used [Formula: see text] , which has a distribution similar to normal. The research results for bacterial genomes show that they can be divided into two uneven groups. First, the smaller one has W in the interval from 170 to 475, while for the second it is from 475 to 875. Plants, metazoan and virus genomes also have W in the same interval as the first bacterial group. We suggested that second bacterial group coding sequences are much less susceptible to evolutionary changes than the first group ones. It is also discussed to use the W index as a biological stress value. |
format | Online Article Text |
id | pubmed-9141341 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-91413412022-05-28 Use of 6 Nucleotide Length Words to Study the Complexity of Gene Sequences from Different Organisms Korotkov, Eugene Zaytsev, Konstantin Fedorov, Alexey Entropy (Basel) Article In this paper, we attempted to find a relation between bacteria living conditions and their genome algorithmic complexity. We developed a probabilistic mathematical method for the evaluation of k-words (6 bases length) occurrence irregularity in bacterial gene coding sequences. For this, the coding sequences from different bacterial genomes were analyzed and as an index of k-words occurrence irregularity, we used [Formula: see text] , which has a distribution similar to normal. The research results for bacterial genomes show that they can be divided into two uneven groups. First, the smaller one has W in the interval from 170 to 475, while for the second it is from 475 to 875. Plants, metazoan and virus genomes also have W in the same interval as the first bacterial group. We suggested that second bacterial group coding sequences are much less susceptible to evolutionary changes than the first group ones. It is also discussed to use the W index as a biological stress value. MDPI 2022-04-30 /pmc/articles/PMC9141341/ /pubmed/35626518 http://dx.doi.org/10.3390/e24050632 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Korotkov, Eugene Zaytsev, Konstantin Fedorov, Alexey Use of 6 Nucleotide Length Words to Study the Complexity of Gene Sequences from Different Organisms |
title | Use of 6 Nucleotide Length Words to Study the Complexity of Gene Sequences from Different Organisms |
title_full | Use of 6 Nucleotide Length Words to Study the Complexity of Gene Sequences from Different Organisms |
title_fullStr | Use of 6 Nucleotide Length Words to Study the Complexity of Gene Sequences from Different Organisms |
title_full_unstemmed | Use of 6 Nucleotide Length Words to Study the Complexity of Gene Sequences from Different Organisms |
title_short | Use of 6 Nucleotide Length Words to Study the Complexity of Gene Sequences from Different Organisms |
title_sort | use of 6 nucleotide length words to study the complexity of gene sequences from different organisms |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9141341/ https://www.ncbi.nlm.nih.gov/pubmed/35626518 http://dx.doi.org/10.3390/e24050632 |
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