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There are several sequence-dependent factors regulating gene expression. Some of them have been extensively studied, among the most prominent are GC content and codon usage bias. Other factors hypothesized to have an impact on gene expression are gene length and the thermodynamic stability of mRNA secondary structure. In this work, we analyzed two different microarray datasets of Drosophila melanogaster gene expression and one dataset of Escherichia coli. To investigate the relationship between gene expression, codon usage bias and GC content of first, second and third codon position, gene length and mRNA stability we employed a multiple regression analysis using a comprehensive linear model. It is shown that codon usage bias and GC content of the first, second and third codon position show a significant influence on gene expression, whereas no significant effect of mRNA secondary structure stability is observed. 相似文献
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The relationship among gene expression, folding free energy and codon usage bias in Escherichia coli
Taking advantage of microarray data in Escherichia coli genome, the relationship among mRNA expression levels, folding free energy and codon usage bias are investigated. Our results indicate that mRNA expression is correlated to the stability of mRNA secondary structure and the codon usage bias. The decrease of the stability of mRNA structure contributes to the increase of mRNA expression. There is a negative correlation between codon adaptation index (CAI) and mRNA expression in genes with less stable structure. The relationship between the stability of mRNA structure and mRNA half-life indicates the stability of mRNA structure is different from mRNA half-life. 相似文献
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Recent studies have suggested that the thermodynamic stability of mRNA secondary structure near the start codon can regulate translation efficiency in Escherichia coli, and that translation is more efficient the less stable the secondary structure. We survey the complete genomes of 340 species for signals of reduced mRNA secondary structure near the start codon. Our analysis includes bacteria, archaea, fungi, plants, insects, fishes, birds, and mammals. We find that nearly all species show evidence for reduced mRNA stability near the start codon. The reduction in stability generally increases with increasing genomic GC content. In prokaryotes, the reduction also increases with decreasing optimal growth temperature. Within genomes, there is variation in the stability among genes, and this variation correlates with gene GC content, codon bias, and gene expression level. For birds and mammals, however, we do not find a genome-wide trend of reduced mRNA stability near the start codon. Yet the most GC rich genes in these organisms do show such a signal. We conclude that reduced stability of the mRNA secondary structure near the start codon is a universal feature of all cellular life. We suggest that the origin of this reduction is selection for efficient recognition of the start codon by initiator-tRNA. 相似文献
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Background: Oncogenes are the genes that have the potential to induce cancer. The extent and origin of codon usage bias is an
important indicator of the forces shaping genome evolution in living organisms. Results: We observed moderate correlations
between gene expression as measured by CAI and GC content at any codon site. The findings of our results showed that there is a
significant positive correlation (Spearman''s r= 0.45, P<0.01) between GC content at first and second codon position with that of
third codon position. Further, striking negative correlation (r = -0.771, P < 0.01) between ENC with the GC3s values of each gene
and positive correlation (r=0.644, P<0.01) in between CAI and ENC was also observed. Conclusions: The mutation pressure is the
major determining factor in shaping the codon usage pattern of oncogenes rather than natural selection since its effects are present
at all codon positions. The results revealed that codon usage bias determines the level of oncogene expression in human. Highly
expressed oncogenes had rich GC contents with high degree of codon usage bias. 相似文献
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In many unicellular organisms, invertebrates, and plants, synonymous codon usage biases result from a coadaptation between
codon usage and tRNAs abundance to optimize the efficiency of protein synthesis. However, it remains unclear whether natural
selection acts at the level of the speed or the accuracy of mRNAs translation. Here we show that codon usage can improve the
fidelity of protein synthesis in multicellular species. As predicted by the model of selection for translational accuracy,
we find that the frequency of codons optimal for translation is significantly higher at codons encoding for conserved amino
acids than at codons encoding for nonconserved amino acids in 548 genes compared between Caenorhabditis elegans and Homo sapiens. Although this model predicts that codon bias correlates positively with gene length, a negative correlation between codon
bias and gene length has been observed in eukaryotes. This suggests that selection for fidelity of protein synthesis is not
the main factor responsible for codon biases. The relationship between codon bias and gene length remains unexplained. Exploring
the differences in gene expression process in eukaryotes and prokaryotes should provide new insights to understand this key
question of codon usage.
Received: 18 June 2000 / Accepted: 10 November 2000 相似文献
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Hanmei Liu Rui He Huaiyu Zhang Yubi Huang Mengliang Tian Junjie Zhang 《Molecular biology reports》2010,37(2):677-684
It is important and meaningful to understand the codon usage pattern and the factors that shape codon usage of maize. In this
study, trends in synonymous codon usage in maize have been firstly examined through the multivariate statistical analysis
on 7402 cDNA sequences. The results showed that the genes positions on the primary axis were strongly negatively correlated
with GC3s, GC content of individual gene and gene expression level assessed by the codon adaptation index (CAI) values, which
indicated that nucleotide composition and gene expression level were the main factors in shaping the codon usage of maize,
and the variation in codon usage among genes may be due to mutational bias at the DNA level and natural selection acting at
the level of mRNA translation. At the same time, CDS length and the hydrophobicity of each protein were, respectively, significantly
correlated with the genes locations on the primary axis, GC3s and CAI values. We infer that genes length and the hydrophobicity
of the encoded protein may play minor role in shaping codon usage bias. Additional 28 codons ending with a G or C base have
been defined as “optimal codons”, which may provide useful information for maize gene-transformation and gene prediction. 相似文献
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大肠杆菌mRNA编码区长度、形成二级结构倾向与密码子偏好性的关系 总被引:1,自引:0,他引:1
从GenBank获得大肠杆菌K-12MG1655株的全基因组序列,计算了与基因密码子偏好性相关的多个参数(Nc、CAI、GC、GC3s),对其mRNA编码区长度、形成二级结构倾向与密码子偏好性之间的关系进行了统计学分析,发现虽然翻译效率(包括翻译速度和翻译精度)是制约大肠杆菌高表达基因的密码子偏好性的主要因素,同时,mRNA编码区长度及其形成二级结构的倾向也是形成这种偏好性的不可忽略的原因,而且对偏好性有一定程度的削弱。另外对mRNA编码区形成二级结构倾向的生物学意义进行了讨论分析。 相似文献
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Stenøien HK 《Heredity》2005,94(1):87-93
Patterns of codon usage bias were studied in the moss model species Physcomitrella patens. A total of 92 nuclear, protein coding genes were employed, and estimated levels of gene expression were tested for association with two measures of codon usage bias and other variables hypothesized to be associated with gene expression. Codon bias was found to be positively associated both with estimated levels of gene expression and GC content in the coding parts of studied genes. However, GC content in noncoding parts, that is, introns and 5' and 3' untranslated regions (UTRs), was not associated with estimated levels of gene expression. It is argued that codon bias is not shaped by mutational bias, but rather by weak natural selection for translational efficiency in P. patens. The possible role of life history characteristics in shaping patterns of codon usage in this species is discussed. 相似文献
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Analysis of synonymous codon usage pattern in the genome of a thermophilic cyanobacterium, Thermosynechococcus elongatus BP-1 using multivariate statistical analysis revealed a single major explanatory axis accounting for codon usage variation in the organism. This axis is correlated with the GC content at third base of synonymous codons (GC3s) in correspondence analysis taking T. elongatus genes. A negative correlation was observed between effective number of codons i.e. Nc and GC3s. Results suggested a mutational bias as the major factor in shaping codon usage in this cyanobacterium. In comparison to the lowly expressed genes, highly expressed genes of this organism possess significantly higher proportion of pyrimidine-ending codons suggesting that besides, mutational bias, translational selection also influenced codon usage variation in T. elongatus. Correspondence analysis of relative synonymous codon usage (RSCU) with A, T, G, C at third positions (A3s, T3s, G3s, C3s, respectively) also supported this fact and expression levels of genes and gene length also influenced codon usage. A role of translational accuracy was identified in dictating the codon usage variation of this genome. Results indicated that although mutational bias is the major factor in shaping codon usage in T. elongatus, factors like translational selection, translational accuracy and gene expression level also influenced codon usage variation. 相似文献
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Organismic evolution requires that variation at distinct hierarchical levels and attributes be coherently integrated, often in the face of disparate environmental and genetic pressures. A central part of the evolutionary analysis of biological systems remains to decipher the causal connections between organism-wide (or genome-wide) attributes (e.g., mRNA abundance, protein length, codon bias, recombination rate, genomic position, mutation rate, etc) as well as their role-together with mutation, selection, and genetic drift-in shaping patterns of evolutionary variation in any of the attributes themselves. Here we combine genome-wide evolutionary analysis of protein and gene expression data to highlight fundamental relationships among genomic attributes and their associations with the evolution of both protein sequences and gene expression levels. Our results show that protein divergence is positively coupled with both gene expression polymorphism and divergence. We show moreover that although the number of protein-protein interactions in Drosophila is negatively associated with protein divergence as well as gene expression polymorphism and divergence, protein-protein interactions cannot account for the observed coupling between regulatory and structural evolution. Furthermore, we show that proteins with higher rates of amino acid substitutions tend to have larger sizes and tend to be expressed at lower mRNA abundances, whereas genes with higher levels of gene expression divergence and polymorphism tend to have shorter sizes and tend to be expressed at higher mRNA abundances. Finally, we show that protein length is negatively associated with both number of protein-protein interactions and mRNA abundance and that interacting proteins in Drosophila show similar amounts of divergence. We suggest that protein sequences and gene expression are subjected to similar evolutionary dynamics, possibly because of similarity in the fitness effect (i.e., strength of stabilizing selection) of disruptions in a gene's protein sequence or its mRNA expression. We conclude that, as more and better data accumulate, understanding the causal connections among biological traits and how they are integrated over time to constrain or promote structural and regulatory evolution may finally become possible. 相似文献
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Patterns of synonymous codon usage in Drosophila melanogaster genes with sex-biased expression
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The nonrandom use of synonymous codons (codon bias) is a well-established phenomenon in Drosophila. Recent reports suggest that levels of codon bias differ among genes that are differentially expressed between the sexes, with male-expressed genes showing less codon bias than female-expressed genes. To examine the relationship between sex-biased gene expression and level of codon bias on a genomic scale, we surveyed synonymous codon usage in 7276 D. melanogaster genes that were classified as male-, female-, or non-sex-biased in their expression in microarray experiments. We found that male-biased genes have significantly less codon bias than both female- and non-sex-biased genes. This pattern holds for both germline and somatically expressed genes. Furthermore, we find a significantly negative correlation between level of codon bias and degree of sex-biased expression for male-biased genes. In contrast, female-biased genes do not differ from non-sex-biased genes in their level of codon bias and show a significantly positive correlation between codon bias and degree of sex-biased expression. These observations cannot be explained by differences in chromosomal distribution, mutational processes, recombinational environment, gene length, or absolute expression level among genes of the different expression classes. We propose that the observed codon bias differences result from differences in selection at synonymous and/or linked nonsynonymous sites between genes with male- and female-biased expression. 相似文献
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