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Nucleotide composition determines the role of translational efficiency in human genes
The basic sequence features were analysed that influence gene expression via codon usage bias of the selected forty coding sequences of Homo sapiens in a simple prokaryotic model i.e. E. coli K-12 genome. The prime objective was to elucidate the interrelationships among tRNA gene copy numbers, synon...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Biomedical Informatics
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5463619/ https://www.ncbi.nlm.nih.gov/pubmed/28642636 http://dx.doi.org/10.6026/97320630013046 |
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author | Halder, Binata Malakar, Arup Kumar Chakraborty, Supriyo |
author_facet | Halder, Binata Malakar, Arup Kumar Chakraborty, Supriyo |
author_sort | Halder, Binata |
collection | PubMed |
description | The basic sequence features were analysed that influence gene expression via codon usage bias of the selected forty coding sequences of Homo sapiens in a simple prokaryotic model i.e. E. coli K-12 genome. The prime objective was to elucidate the interrelationships among tRNA gene copy numbers, synonymous codons, amino acids and translational efficiency using tRNA adaptation index. It was evident from RSCU scores and principal component analysis, that only those preferred codons were used by the isoacceptor tRNAs that had G and C base at their third codon position. Relationship between tRNA adaptation index and amino acids, revealed that valine, arginine, serine and isoleucine showed significant positive correlation with gene expression. Therefore, it could be inferred that GC content in these genes might have the major role in shaping the codon bias and affecting the translational efficiency of the coding sequences. |
format | Online Article Text |
id | pubmed-5463619 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Biomedical Informatics |
record_format | MEDLINE/PubMed |
spelling | pubmed-54636192017-06-22 Nucleotide composition determines the role of translational efficiency in human genes Halder, Binata Malakar, Arup Kumar Chakraborty, Supriyo Bioinformation Hypothesis The basic sequence features were analysed that influence gene expression via codon usage bias of the selected forty coding sequences of Homo sapiens in a simple prokaryotic model i.e. E. coli K-12 genome. The prime objective was to elucidate the interrelationships among tRNA gene copy numbers, synonymous codons, amino acids and translational efficiency using tRNA adaptation index. It was evident from RSCU scores and principal component analysis, that only those preferred codons were used by the isoacceptor tRNAs that had G and C base at their third codon position. Relationship between tRNA adaptation index and amino acids, revealed that valine, arginine, serine and isoleucine showed significant positive correlation with gene expression. Therefore, it could be inferred that GC content in these genes might have the major role in shaping the codon bias and affecting the translational efficiency of the coding sequences. Biomedical Informatics 2017-02-28 /pmc/articles/PMC5463619/ /pubmed/28642636 http://dx.doi.org/10.6026/97320630013046 Text en © 2017 Biomedical Informatics http://creativecommons.org/licenses/by/3.0/ This is an Open Access article which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. This is distributed under the terms of the Creative Commons Attribution License. |
spellingShingle | Hypothesis Halder, Binata Malakar, Arup Kumar Chakraborty, Supriyo Nucleotide composition determines the role of translational efficiency in human genes |
title | Nucleotide composition determines the role of translational efficiency in human genes |
title_full | Nucleotide composition determines the role of translational efficiency in human genes |
title_fullStr | Nucleotide composition determines the role of translational efficiency in human genes |
title_full_unstemmed | Nucleotide composition determines the role of translational efficiency in human genes |
title_short | Nucleotide composition determines the role of translational efficiency in human genes |
title_sort | nucleotide composition determines the role of translational efficiency in human genes |
topic | Hypothesis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5463619/ https://www.ncbi.nlm.nih.gov/pubmed/28642636 http://dx.doi.org/10.6026/97320630013046 |
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