Analyzing gene expression from relative codon usage bias in Yeast genome: A statistical significance and biological relevance

被引:22
作者
Das, Shibsankar [3 ]
Roymondal, Uttam [2 ]
Sahoo, Satyabrata [1 ]
机构
[1] Raidighi Coll, Dept Phys, Raidighi, WB, India
[2] Raidighi Coll, Dept Math, Raidighi, WB, India
[3] Uluberia Coll, Dept Math, Howrah, WB, India
关键词
Codon usage; Gene expression; Predicted highly expressed genes; Informational entropy; Yeast; COLI TRANSFER-RNAS; SACCHAROMYCES-CEREVISIAE; ESCHERICHIA-COLI; PROTEOBACTERIAL GENOMES; INFORMATION-CONTENT; RESPECTIVE CODONS; ARCHAEAL GENOMES; PROTEIN GENES; G+C CONTENT; SELECTION;
D O I
10.1016/j.gene.2009.04.022
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Based on the hypothesis that highly expressed genes are often characterized by strong compositional bias in terms of codon usage, there are a number of measures currently in use that quantify codon usage bias in genes, and hence provide numerical indices to predict the expression levels of genes. With the recent advent of expression measure from the score of the relative codon usage bias (RCBS), we have explicitly tested the performance of this numerical measure to predict the gene expression level and illustrate this with an analysis of Yeast genomes. In contradiction with previous other studies, we observe a weak correlations between CC content and RCBS, but a selective pressure on the codon preferences in highly expressed genes. The assertion that the expression of a given gene depends on the score of relative codon usage bias (RCBS) is supported by the data. We further observe a strong correlation between RCBS and protein length indicating natural selection in favour of shorter genes to be expressed at higher level. We also attempt a statistical analysis to assess the strength of relative codon bias in genes as a guide to their likely expression level, suggesting a decrease of the informational entropy in the highly expressed genes. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:121 / 131
页数:11
相关论文
共 48 条
[1]  
BENNETZEN JL, 1982, J BIOL CHEM, V257, P3026
[2]   PATTERN AND CHANCE IN USE OF GENETIC CODE [J].
BERGER, EM .
JOURNAL OF MOLECULAR EVOLUTION, 1978, 10 (04) :319-323
[3]   G+C content variation along and among Saccharomyces cerevisiae chromosomes [J].
Bradnam, KR ;
Seoighe, C ;
Sharp, PM ;
Wolfe, KH .
MOLECULAR BIOLOGY AND EVOLUTION, 1999, 16 (05) :666-675
[4]  
Coghlan A, 2000, YEAST, V16, P1131, DOI 10.1002/1097-0061(20000915)16:12<1131::AID-YEA609>3.0.CO
[5]  
2-F
[6]  
Comeron JM, 1999, GENETICS, V151, P239
[7]   Expression pattern and, surprisingly, gene length shape codon usage in Caenorhabditis, Drosophila, Arabidopsis [J].
Duret, L ;
Mouchiroud, D .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1999, 96 (08) :4482-4487
[8]   IS THERE SELECTION AGAINST WOBBLE IN CODON-ANTICODON PAIRING [J].
FITCH, WM .
SCIENCE, 1976, 194 (4270) :1173-1174
[9]   CODON USAGE IN KLUYVEROMYCES-LACTIS AND IN YEAST CYTOCHROME C-ENCODING GENES [J].
FREIREPICOS, MA ;
GONZALEZSISO, MI ;
RODRIGUEZBELMONTE, E ;
RODRIGUEZTORRES, AM ;
RAMIL, E ;
CERDAN, ME .
GENE, 1994, 139 (01) :43-49
[10]   Global mapping of meiotic recombination hotspots and coldspots in the yeast Saccharomyces cerevisiae [J].
Gerton, JL ;
DeRisi, J ;
Shroff, R ;
Lichten, M ;
Brown, PO ;
Petes, TD .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (21) :11383-11390