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人类推测转录靶基因的功能富集特征和基因表达水平。

Characteristics of functional enrichment and gene expression level of human putative transcriptional target genes.

机构信息

Department of Bioinformatic Engineering, Graduate School of Information Science and Technology, Osaka University, Osaka, 565-0871, Japan.

出版信息

BMC Genomics. 2018 Jan 19;19(Suppl 1):957. doi: 10.1186/s12864-017-4339-5.

Abstract

BACKGROUND

Transcriptional target genes show functional enrichment of genes. However, how many and how significantly transcriptional target genes include functional enrichments are still unclear. To address these issues, I predicted human transcriptional target genes using open chromatin regions, ChIP-seq data and DNA binding sequences of transcription factors in databases, and examined functional enrichment and gene expression level of putative transcriptional target genes.

RESULTS

Gene Ontology annotations showed four times larger numbers of functional enrichments in putative transcriptional target genes than gene expression information alone, independent of transcriptional target genes. To compare the number of functional enrichments of putative transcriptional target genes between cells or search conditions, I normalized the number of functional enrichment by calculating its ratios in the total number of transcriptional target genes. With this analysis, native putative transcriptional target genes showed the largest normalized number of functional enrichments, compared with target genes including 5-60% of randomly selected genes. The normalized number of functional enrichments was changed according to the criteria of enhancer-promoter interactions such as distance from transcriptional start sites and orientation of CTCF-binding sites. Forward-reverse orientation of CTCF-binding sites showed significantly higher normalized number of functional enrichments than the other orientations. Journal papers showed that the top five frequent functional enrichments were related to the cellular functions in the three cell types. The median expression level of transcriptional target genes changed according to the criteria of enhancer-promoter assignments (i.e. interactions) and was correlated with the changes of the normalized number of functional enrichments of transcriptional target genes.

CONCLUSIONS

Human putative transcriptional target genes showed significant functional enrichments. Functional enrichments were related to the cellular functions. The normalized number of functional enrichments of human putative transcriptional target genes changed according to the criteria of enhancer-promoter assignments and correlated with the median expression level of the target genes. These analyses and characters of human putative transcriptional target genes would be useful to examine the criteria of enhancer-promoter assignments and to predict the novel mechanisms and factors such as DNA binding proteins and DNA sequences of enhancer-promoter interactions.

摘要

背景

转录靶基因显示基因功能富集。然而,转录靶基因包含多少个以及多少个显著的功能富集仍然不清楚。为了解决这些问题,我使用开放染色质区域、ChIP-seq 数据和数据库中的转录因子 DNA 结合序列预测了人类转录靶基因,并检查了假定转录靶基因的功能富集和基因表达水平。

结果

GO 注释显示,假定转录靶基因的功能富集数量是基因表达信息的四倍,而与转录靶基因无关。为了比较细胞或搜索条件下假定转录靶基因的功能富集数量,我通过计算功能富集在转录靶基因总数中的比例来归一化功能富集的数量。通过这种分析,与包括随机选择的 5-60%的基因的靶基因相比,天然假定转录靶基因显示出最大的归一化功能富集数量。功能富集的归一化数量根据增强子-启动子相互作用的标准(如转录起始位点的距离和 CTCF 结合位点的方向)而变化。CTCF 结合位点的正反方向显示出显著更高的功能富集归一化数量。期刊论文表明,前五个常见的功能富集与三种细胞类型中的细胞功能有关。转录靶基因的中位表达水平根据增强子-启动子分配(即相互作用)的标准而变化,与转录靶基因功能富集的归一化数量的变化相关。

结论

人类假定转录靶基因显示出显著的功能富集。功能富集与细胞功能有关。人类假定转录靶基因的功能富集归一化数量根据增强子-启动子分配的标准而变化,并与靶基因的中位表达水平相关。这些分析和人类假定转录靶基因的特征对于检查增强子-启动子分配的标准以及预测新的机制和因素(如 DNA 结合蛋白和增强子-启动子相互作用的 DNA 序列)将是有用的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/440b/5780744/74f14430f93c/12864_2017_4339_Fig1_HTML.jpg

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