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整合转录因子谱分析与转录组分析鉴定 L1PA2 转座子作为乳腺癌模型中的全局调控调节剂。

Integrated transcription factor profiling with transcriptome analysis identifies L1PA2 transposons as global regulatory modulators in a breast cancer model.

机构信息

School of Chemistry and Molecular Biosciences, The University of Queensland, St Lucia, QLD, 4072, Australia.

出版信息

Sci Rep. 2021 Apr 13;11(1):8083. doi: 10.1038/s41598-021-86395-9.

Abstract

While transposons are generally silenced in somatic tissues, many transposons escape epigenetic repression in epithelial cancers, become transcriptionally active and contribute to the regulation of human gene expression. We have developed a bioinformatic pipeline for the integrated analysis of transcription factor binding and transcriptomic data to identify transposon-derived promoters that are activated in specific diseases and developmental states. We applied this pipeline to a breast cancer model, and found that the L1PA2 transposon subfamily contributes abundant regulatory sequences to co-ordinated transcriptional regulation in breast cancer. Transcription factor profiling demonstrates that over 27% of L1PA2 transposons harbour co-localised binding sites of functionally interacting, cancer-associated transcription factors in MCF7 cells, a cell line used to model breast cancer. Transcriptomic analysis reveals that L1PA2 transposons also contribute transcription start sites to up-regulated transcripts in MCF7 cells, including some transcripts with established oncogenic properties. In addition, we verified the utility of our pipeline on other transposon subfamilies, as well as on leukemia and lung carcinoma cell lines. We demonstrate that the normally quiescent regulatory activities of transposons can be activated and alter the cancer transcriptome. In particular, the L1PA2 subfamily contributes abundant regulatory sequences, and likely plays a global role in modulating breast cancer transcriptional regulation. Understanding the regulatory impact of L1PA2 on breast cancer genomes provides additional insights into cancer genome regulation, and may provide novel biomarkers for disease diagnosis, prognosis and therapy.

摘要

虽然转座子通常在体细胞组织中被沉默,但许多转座子在上皮性癌症中逃脱了表观遗传抑制,变得转录活跃,并有助于调节人类基因表达。我们开发了一种生物信息学管道,用于整合转录因子结合和转录组数据的分析,以识别在特定疾病和发育状态下激活的转座子衍生启动子。我们将该管道应用于乳腺癌模型,发现 L1PA2 转座子亚家族为乳腺癌中协调转录调控提供了丰富的调节序列。转录因子分析表明,超过 27%的 L1PA2 转座子在 MCF7 细胞中(用于模拟乳腺癌的细胞系)具有功能相互作用的癌症相关转录因子的共定位结合位点。转录组分析显示,L1PA2 转座子也为 MCF7 细胞中上调的转录本提供转录起始位点,包括一些具有明确致癌特性的转录本。此外,我们还在其他转座子亚家族以及白血病和肺癌细胞系上验证了我们的管道的实用性。我们证明,转座子的正常静止调节活性可以被激活,并改变癌症转录组。特别是,L1PA2 亚家族提供了丰富的调节序列,可能在调节乳腺癌转录调控方面发挥全局作用。了解 L1PA2 对乳腺癌基因组的调节影响为癌症基因组调控提供了更多的见解,并可能为疾病诊断、预后和治疗提供新的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b03c/8044218/c6282565fe89/41598_2021_86395_Fig1_HTML.jpg

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