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与酵母基因表达变化相关的系统发育和空间保守词对。

Phylogenetically and spatially conserved word pairs associated with gene-expression changes in yeasts.

作者信息

Chiang Derek Y, Moses Alan M, Kellis Manolis, Lander Eric S, Eisen Michael B

机构信息

Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA.

出版信息

Genome Biol. 2003;4(7):R43. doi: 10.1186/gb-2003-4-7-r43. Epub 2003 Jun 26.

Abstract

BACKGROUND

Transcriptional regulation in eukaryotes often involves multiple transcription factors binding to the same transcription control region, and to understand the regulatory content of eukaryotic genomes it is necessary to consider the co-occurrence and spatial relationships of individual binding sites. The determination of conserved sequences (often known as phylogenetic footprinting) has identified individual transcription factor binding sites. We extend this concept of functional conservation to higher-order features of transcription control regions.

RESULTS

We used the genome sequences of four yeast species of the genus Saccharomyces to identify sequences potentially involved in multifactorial control of gene expression. We found 989 potential regulatory 'templates': pairs of hexameric sequences that are jointly conserved in transcription regulatory regions and also exhibit non-random relative spacing. Many of the individual sequences in these templates correspond to known transcription factor binding sites, and the sets of genes containing a particular template in their transcription control regions tend to be differentially expressed in conditions where the corresponding transcription factors are known to be active. The incorporation of word pairs to define sequence features yields more specific predictions of average expression profiles and more informative regression models for genome-wide expression data than considering sequence conservation alone.

CONCLUSIONS

The incorporation of both joint conservation and spacing constraints of sequence pairs predicts groups of target genes that are specific for common patterns of gene expression. Our work suggests that positional information, especially the relative spacing between transcription factor binding sites, may represent a common organizing principle of transcription control regions.

摘要

背景

真核生物中的转录调控通常涉及多个转录因子结合到同一个转录控制区域,为了理解真核生物基因组的调控内容,有必要考虑单个结合位点的共现情况和空间关系。保守序列的确定(通常称为系统发育足迹法)已经识别出了单个转录因子结合位点。我们将这种功能保守的概念扩展到转录控制区域的高阶特征。

结果

我们利用酿酒酵母属的四个酵母物种的基因组序列来识别可能参与基因表达多因素控制的序列。我们发现了989个潜在的调控“模板”:在转录调控区域共同保守且相对间距也呈现非随机的六聚体序列对。这些模板中的许多单个序列对应于已知的转录因子结合位点,并且在其转录控制区域包含特定模板的基因集在已知相应转录因子活跃的条件下往往会有差异表达。与仅考虑序列保守性相比,纳入词对来定义序列特征能对平均表达谱做出更具体的预测,并且为全基因组表达数据生成更具信息性的回归模型。

结论

纳入序列对的联合保守性和间距约束可预测特定于常见基因表达模式的靶基因群体。我们的工作表明位置信息,尤其是转录因子结合位点之间的相对间距,可能代表转录控制区域的一种常见组织原则。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e18d/193630/7247592bd2d8/gb-2003-4-7-r43-1.jpg

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