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Computational identification of rare codons of Escherichia coli based on codon pairs preference
BACKGROUND: Codon bias is believed to play an important role in the control of gene expression. In Escherichia coli, some rare codons, which can limit the expression level of exogenous protein, have been defined by gene engineering operations. Previous studies have confirmed the existence of codon p...
Autores principales: | , , , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2010
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2828438/ https://www.ncbi.nlm.nih.gov/pubmed/20109184 http://dx.doi.org/10.1186/1471-2105-11-61 |
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author | Wu, Xianming Wu, Songfeng Li, Dong Zhang, Jiyang Hou, Lin Ma, Jie Liu, Wanlin Ren, Daming Zhu, Yunping He, Fuchu |
author_facet | Wu, Xianming Wu, Songfeng Li, Dong Zhang, Jiyang Hou, Lin Ma, Jie Liu, Wanlin Ren, Daming Zhu, Yunping He, Fuchu |
author_sort | Wu, Xianming |
collection | PubMed |
description | BACKGROUND: Codon bias is believed to play an important role in the control of gene expression. In Escherichia coli, some rare codons, which can limit the expression level of exogenous protein, have been defined by gene engineering operations. Previous studies have confirmed the existence of codon pair's preference in many genomes, but the underlying cause of this bias has not been well established. Here we focus on the patterns of rarely-used synonymous codons. A novel method was introduced to identify the rare codons merely by codon pair bias in Escherichia coli. RESULTS: In Escherichia coli, we defined the "rare codon pairs" by calculating the frequency of occurrence of all codon pairs in coding sequences. Rare codons which are disliked in genes could make great contributions to forming rare codon pairs. Meanwhile our investigation showed that many of these rare codon pairs contain termination codons and the recognized sites of restriction enzymes. Furthermore, a new index (F(rare)) was developed. Through comparison with the classical indices we found a significant negative correlation between F(rare )and the indices which depend on reference datasets. CONCLUSIONS: Our approach suggests that we can identify rare codons by studying the context in which a codon lies. Also, the frequency of rare codons (F(rare)) could be a useful index of codon bias regardless of the lack of expression abundance information. |
format | Text |
id | pubmed-2828438 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-28284382010-02-25 Computational identification of rare codons of Escherichia coli based on codon pairs preference Wu, Xianming Wu, Songfeng Li, Dong Zhang, Jiyang Hou, Lin Ma, Jie Liu, Wanlin Ren, Daming Zhu, Yunping He, Fuchu BMC Bioinformatics Research article BACKGROUND: Codon bias is believed to play an important role in the control of gene expression. In Escherichia coli, some rare codons, which can limit the expression level of exogenous protein, have been defined by gene engineering operations. Previous studies have confirmed the existence of codon pair's preference in many genomes, but the underlying cause of this bias has not been well established. Here we focus on the patterns of rarely-used synonymous codons. A novel method was introduced to identify the rare codons merely by codon pair bias in Escherichia coli. RESULTS: In Escherichia coli, we defined the "rare codon pairs" by calculating the frequency of occurrence of all codon pairs in coding sequences. Rare codons which are disliked in genes could make great contributions to forming rare codon pairs. Meanwhile our investigation showed that many of these rare codon pairs contain termination codons and the recognized sites of restriction enzymes. Furthermore, a new index (F(rare)) was developed. Through comparison with the classical indices we found a significant negative correlation between F(rare )and the indices which depend on reference datasets. CONCLUSIONS: Our approach suggests that we can identify rare codons by studying the context in which a codon lies. Also, the frequency of rare codons (F(rare)) could be a useful index of codon bias regardless of the lack of expression abundance information. BioMed Central 2010-01-28 /pmc/articles/PMC2828438/ /pubmed/20109184 http://dx.doi.org/10.1186/1471-2105-11-61 Text en Copyright ©2010 Wu et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research article Wu, Xianming Wu, Songfeng Li, Dong Zhang, Jiyang Hou, Lin Ma, Jie Liu, Wanlin Ren, Daming Zhu, Yunping He, Fuchu Computational identification of rare codons of Escherichia coli based on codon pairs preference |
title | Computational identification of rare codons of Escherichia coli based on codon pairs preference |
title_full | Computational identification of rare codons of Escherichia coli based on codon pairs preference |
title_fullStr | Computational identification of rare codons of Escherichia coli based on codon pairs preference |
title_full_unstemmed | Computational identification of rare codons of Escherichia coli based on codon pairs preference |
title_short | Computational identification of rare codons of Escherichia coli based on codon pairs preference |
title_sort | computational identification of rare codons of escherichia coli based on codon pairs preference |
topic | Research article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2828438/ https://www.ncbi.nlm.nih.gov/pubmed/20109184 http://dx.doi.org/10.1186/1471-2105-11-61 |
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