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Codon usage pattern and predicted gene expression in Arabidopsis thaliana

The extensive research for predicting highly expressed genes in plant genome sequences has been going on for decades. The codon usage pattern of genes in Arabidopsis thaliana genome is a classical topic for plant biologists for its significance in the understanding of molecular plant biology. Here w...

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Detalles Bibliográficos
Autores principales: Sahoo, Satyabrata, Das, Shib Sankar, Rakshit, Ria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7286098/
https://www.ncbi.nlm.nih.gov/pubmed/32550546
http://dx.doi.org/10.1016/j.gene.2019.100012
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author Sahoo, Satyabrata
Das, Shib Sankar
Rakshit, Ria
author_facet Sahoo, Satyabrata
Das, Shib Sankar
Rakshit, Ria
author_sort Sahoo, Satyabrata
collection PubMed
description The extensive research for predicting highly expressed genes in plant genome sequences has been going on for decades. The codon usage pattern of genes in Arabidopsis thaliana genome is a classical topic for plant biologists for its significance in the understanding of molecular plant biology. Here we have used a gene expression profiling methodology based on the score of modified relative codon bias (MRCBS) to elucidate expression pattern of genes in Arabidopsis thaliana. MRCBS relies exclusively on sequence features for identifying the highly expressed genes. In this study, a critical analysis of predicted highly expressed (PHE) genes in Arabidopsis thaliana has been performed using MRCBS as a numerical estimator of gene expression level. Consistent with previous other results, our study indicates that codon composition plays an important role in the regulation of gene expression. We found a systematic strong correlation between MRCBS and CAI (codon adaptation index) or other expression-measures. Additionally, MRCBS correlates well with experimental gene expression data. Our study highlights the relationship between gene expression and compositional signature in relation to codon usage bias and sets the ground for the further investigation of the evolution of the protein-coding genes in the plant genome.
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spelling pubmed-72860982020-06-16 Codon usage pattern and predicted gene expression in Arabidopsis thaliana Sahoo, Satyabrata Das, Shib Sankar Rakshit, Ria Gene X Article The extensive research for predicting highly expressed genes in plant genome sequences has been going on for decades. The codon usage pattern of genes in Arabidopsis thaliana genome is a classical topic for plant biologists for its significance in the understanding of molecular plant biology. Here we have used a gene expression profiling methodology based on the score of modified relative codon bias (MRCBS) to elucidate expression pattern of genes in Arabidopsis thaliana. MRCBS relies exclusively on sequence features for identifying the highly expressed genes. In this study, a critical analysis of predicted highly expressed (PHE) genes in Arabidopsis thaliana has been performed using MRCBS as a numerical estimator of gene expression level. Consistent with previous other results, our study indicates that codon composition plays an important role in the regulation of gene expression. We found a systematic strong correlation between MRCBS and CAI (codon adaptation index) or other expression-measures. Additionally, MRCBS correlates well with experimental gene expression data. Our study highlights the relationship between gene expression and compositional signature in relation to codon usage bias and sets the ground for the further investigation of the evolution of the protein-coding genes in the plant genome. Elsevier 2019-03-06 /pmc/articles/PMC7286098/ /pubmed/32550546 http://dx.doi.org/10.1016/j.gene.2019.100012 Text en © 2019 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Sahoo, Satyabrata
Das, Shib Sankar
Rakshit, Ria
Codon usage pattern and predicted gene expression in Arabidopsis thaliana
title Codon usage pattern and predicted gene expression in Arabidopsis thaliana
title_full Codon usage pattern and predicted gene expression in Arabidopsis thaliana
title_fullStr Codon usage pattern and predicted gene expression in Arabidopsis thaliana
title_full_unstemmed Codon usage pattern and predicted gene expression in Arabidopsis thaliana
title_short Codon usage pattern and predicted gene expression in Arabidopsis thaliana
title_sort codon usage pattern and predicted gene expression in arabidopsis thaliana
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7286098/
https://www.ncbi.nlm.nih.gov/pubmed/32550546
http://dx.doi.org/10.1016/j.gene.2019.100012
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