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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...

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Autores principales: Wu, Xianming, Wu, Songfeng, Li, Dong, Zhang, Jiyang, Hou, Lin, Ma, Jie, Liu, Wanlin, Ren, Daming, Zhu, Yunping, He, Fuchu
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
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.
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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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