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在人类和小鼠中,全基因组鉴定增强子与可变剪接之间的关联。

Genome-wide identification of associations between enhancer and alternative splicing in human and mouse.

机构信息

Institute of Information Science, Academia Sinica, Taipei, 115, Taiwan.

Bioinformatics Program, International Graduate Program, Academia Sinica, Taipei, 115, Taiwan.

出版信息

BMC Genomics. 2022 May 9;22(Suppl 5):919. doi: 10.1186/s12864-022-08537-1.

Abstract

BACKGROUND

Alternative splicing (AS) increases the diversity of transcriptome and could fine-tune the function of genes, so that understanding the regulation of AS is vital. AS could be regulated by many different cis-regulatory elements, such as enhancer. Enhancer has been experimentally proved to regulate AS in some genes. However, there is a lack of genome-wide studies on the association between enhancer and AS (enhancer-AS association). To bridge the gap, here we developed an integrative analysis on a genome-wide scale to identify enhancer-AS associations in human and mouse.

RESULT

We collected enhancer datasets which include 28 human and 24 mouse tissues and cell lines, and RNA-seq datasets which are paired with the selected tissues. Combining with data integration and statistical analysis, we identified 3,242 human and 7,716 mouse genes which have significant enhancer-AS associations in at least one tissue. On average, for each gene, about 6% of enhancers in human (5% in mouse) are associated to AS change and for each enhancer, approximately one gene is identified to have enhancer-AS association in both human and mouse. We found that 52% of the human significant (34% in mouse) enhancer-AS associations are the co-existence of homologous genes and homologous enhancers. We further constructed a user-friendly platform, named Visualization of Enhancer-associated Alternative Splicing (VEnAS, http://venas.iis.sinica.edu.tw/ ), to provide genomic architecture, intuitive association plot, and contingency table of the significant enhancer-AS associations.

CONCLUSION

This study provides the first genome-wide identification of enhancer-AS associations in human and mouse. The results suggest that a notable portion of enhancers are playing roles in AS regulations. The analyzed results and the proposed platform VEnAS would provide a further understanding of enhancers on regulating alternative splicing.

摘要

背景

可变剪接(AS)增加了转录组的多样性,并可以微调基因的功能,因此了解 AS 的调控至关重要。AS 可以受到许多不同的顺式调控元件的调控,例如增强子。增强子已被实验证明可以在某些基因中调节 AS。然而,关于增强子和 AS 之间的关联(增强子-AS 关联),缺乏全基因组研究。为了弥补这一空白,我们在这里开发了一种基于全基因组范围的综合分析方法,以鉴定人类和小鼠中的增强子-AS 关联。

结果

我们收集了增强子数据集,其中包括 28 个人类和 24 个小鼠组织和细胞系,以及与所选组织配对的 RNA-seq 数据集。通过数据整合和统计分析,我们鉴定了至少在一种组织中具有显著增强子-AS 关联的 3242 个人类和 7716 个小鼠基因。平均而言,对于每个基因,人类中约有 6%(小鼠中约有 5%)的增强子与 AS 变化相关,对于每个增强子,大约有一个基因被鉴定为在人类和小鼠中都具有增强子-AS 关联。我们发现,52%的人类显著(34%在小鼠中)增强子-AS 关联是同源基因和同源增强子的共存。我们进一步构建了一个用户友好的平台,名为可视化增强子相关的可变剪接(VEnAS,http://venas.iis.sinica.edu.tw/),提供显著增强子-AS 关联的基因组结构、直观的关联图和列联表。

结论

本研究首次在人类和小鼠中全基因组鉴定了增强子-AS 关联。结果表明,相当一部分增强子在 AS 调节中发挥作用。分析结果和提出的 VEnAS 平台将为增强子在调节可变剪接方面提供进一步的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d351/9082955/9de422326d4b/12864_2022_8537_Fig1_HTML.jpg

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