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GC 含量对鸡基因表达模式的影响。

Impact of GC content on gene expression pattern in chicken.

机构信息

Department of Biological Technology, Jiangxi Educational Institute, Jiangxi, Nanchang 330029, China.

出版信息

Genet Sel Evol. 2013 Apr 4;45(1):9. doi: 10.1186/1297-9686-45-9.

Abstract

BACKGROUND

GC content varies greatly between different genomic regions in many eukaryotes. In order to determine whether this organization named isochore organization influences gene expression patterns, the relationship between GC content and gene expression has been investigated in man and mouse. However, to date, this question is still a matter for debate. Among the avian species, chicken (Gallus gallus) is the best studied representative with a complete genome sequence. The distinctive features and organization of its sequence make it a good model to explore important issues in genome structure and evolution.

METHODS

Only nuclear genes with complete information on protein-coding sequence with no evidence of multiple-splicing forms were included in this study. Chicken protein coding sequences, complete mRNA sequences (or full length cDNA sequences), and 5' untranslated region sequences (5' UTR) were downloaded from Ensembl and chicken expression data originated from a previous work. Three indices i.e. expression level, expression breadth and maximum expression level were used to measure the expression pattern of a given gene. CpG islands were identified using hgTables of the UCSC Genome Browser. Correlation analysis between variables was performed by SAS Proprietary Software Release 8.1.

RESULTS

In chicken, the GC content of 5' UTR is significantly and positively correlated with expression level, expression breadth, and maximum expression level, whereas that of coding sequences and introns and at the third coding position are negatively correlated with expression level and expression breadth, and not correlated with maximum expression level. These significant trends are independent of recombination rate, chromosome size and gene density. Furthermore, multiple linear regression analysis indicated that GC content in genes could explain approximately 10% of the variation in gene expression.

CONCLUSIONS

GC content is significantly associated with gene expression pattern and could be one of the important regulation factors in the chicken genome.

摘要

背景

在许多真核生物中,基因组的不同区域的 GC 含量差异很大。为了确定这种称为同序组织的结构是否影响基因表达模式,人们已经在人类和小鼠中研究了 GC 含量与基因表达之间的关系。然而,到目前为止,这个问题仍然存在争议。在禽类中,鸡(Gallus gallus)是研究最充分的代表,具有完整的基因组序列。其序列的独特特征和组织使其成为探索基因组结构和进化中重要问题的良好模型。

方法

本研究仅包括具有完整蛋白质编码序列信息且没有证据表明存在多种剪接形式的核基因。鸡的蛋白质编码序列、完整的 mRNA 序列(或全长 cDNA 序列)和 5'非翻译区序列(5'UTR)从 Ensembl 下载,鸡的表达数据来自以前的一项工作。使用表达水平、表达广度和最大表达水平这三个指标来衡量给定基因的表达模式。使用 UCSC 基因组浏览器的 hgTables 识别 CpG 岛。使用 SAS 专有软件版本 8.1 进行变量之间的相关分析。

结果

在鸡中,5'UTR 的 GC 含量与表达水平、表达广度和最大表达水平呈显著正相关,而编码序列和内含子以及第三个编码位置的 GC 含量与表达水平和表达广度呈显著负相关,与最大表达水平不相关。这些显著趋势独立于重组率、染色体大小和基因密度。此外,多元线性回归分析表明,基因中的 GC 含量可以解释约 10%的基因表达变化。

结论

GC 含量与基因表达模式显著相关,可能是鸡基因组中的重要调控因素之一。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/01f8/3641017/07c166572afa/1297-9686-45-9-1.jpg

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