Liu Yuexin
Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
Oncotarget. 2020 May 5;11(18):1666-1678. doi: 10.18632/oncotarget.27584.
Assay for transposase-accessible chromatin using sequencing (ATAC-seq) has not yet been widely used in cancer research. Clinical implications of chromatin accessibility assessed by ATAC-seq profiling in human cancers especially in a large patient cohort is largely unknown. In this study, we analyzed ATAC-seq data in 404 cancer patients from the Cancer Genome Atlas, representing the largest cancer patient cohort with ATAC-seq data, and correlated chromatin accessibility with patient demographics, tumor histology, molecular subtypes, and survival. Our results showed that chromatin accessibility varies from chromosome to chromosome, and is different in different genomic regions along the same chromosome. Chromatin accessibility especially on the X chromosome is strongly dependent on patient sex, but not much on patient age or tumor stage. Striking difference in chromatin accessibility is observed between lung adenocarcinoma and lung squamous cell carcinoma, the two most common histological subgroups in lung cancer. Furthermore, chromatin accessibility was different between basal and non-basal breast cancer. Finally, we identified prognostic peaks in the promoter regions that were significantly correlated with survival. In particular, we identified six peaks in the ESR1 gene promoter region in the ATAC-seq profiling and found that the peak about 247 bp away from the transcription start site was significantly associated with better survival. In conclusion, our study provides an alternative mechanism underlying tumor prognosis.
利用测序技术进行转座酶可及染色质分析(ATAC-seq)尚未在癌症研究中广泛应用。通过ATAC-seq分析评估人类癌症尤其是大型患者队列中的染色质可及性的临床意义在很大程度上尚不清楚。在本研究中,我们分析了来自癌症基因组图谱的404例癌症患者的ATAC-seq数据,这是拥有ATAC-seq数据的最大癌症患者队列,并将染色质可及性与患者人口统计学、肿瘤组织学、分子亚型和生存率相关联。我们的结果表明,染色质可及性在不同染色体之间存在差异,并且在同一条染色体的不同基因组区域也有所不同。染色质可及性,尤其是在X染色体上,强烈依赖于患者性别,但对患者年龄或肿瘤分期的依赖性不大。在肺癌中最常见的两种组织学亚组——肺腺癌和肺鳞状细胞癌之间,观察到染色质可及性存在显著差异。此外,基底型和非基底型乳腺癌之间的染色质可及性也不同。最后,我们在启动子区域鉴定出与生存率显著相关的预后峰。特别是,我们在ATAC-seq分析中在ESR1基因启动子区域鉴定出六个峰,并发现距离转录起始位点约247 bp的峰与更好的生存率显著相关。总之,我们的研究提供了一种肿瘤预后的潜在机制。