单细胞染色质可及性分析揭示了结直肠癌分子亚型的表观遗传学基础和标志性转录因子。

IF 29.7 1区 医学 Q1 ONCOLOGY
Zhenyu Liu, Yuqiong Hu, Haoling Xie, Kexuan Chen, Lu Wen, Wei Fu, Xin Zhou, Fuchou Tang
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引用次数: 0

摘要

结肠直肠癌(CRC)是一种高度异质性疾病,根据基因组、DNA 甲基组和转录组特征可分为特征明确的亚型。为了绘制 CRC 的表观遗传图谱,我们生成了 29 例患者上皮细胞的高质量单细胞染色质可及性图谱。在腺瘤中获得的异常染色质状态在 CRC 中得到了很大程度的保留,这些异常染色质状态与 DNA 甲基化的相反变化密切相关。对恶性细胞的无监督分析揭示了两种表观遗传亚型,与 iCMS 分类完全吻合,并确定了 iCMS 特异性关键转录因子,包括 iCMS2 肿瘤的 HNF4A 和 PPARA,以及 iCMS3 肿瘤的 FOXA3 和 MAFK。值得注意的是,亚型特异性转录因子与不同的靶基因集结合,导致患者间染色质可及性和 RNA 表达的相似性和多样性。此外,我们还发现了CpG岛甲基化表型,并精确定位了CIMP-High亚型的染色质状态特征和TF调节因子。我们的工作系统地揭示了众所周知的 iCMS 和 CIMP CRC 分类的表观遗传学基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Single-Cell Chromatin Accessibility Analysis Reveals the Epigenetic Basis and Signature Transcription Factors for the Molecular Subtypes of Colorectal Cancers.

Colorectal cancer is a highly heterogeneous disease, with well-characterized subtypes based on genome, DNA methylome, and transcriptome signatures. To chart the epigenetic landscape of colorectal cancers, we generated a high-quality single-cell chromatin accessibility atlas of epithelial cells for 29 patients. Abnormal chromatin states acquired in adenomas were largely retained in colorectal cancers, which were tightly accompanied by opposite changes of DNA methylation. Unsupervised analysis on malignant cells revealed two epigenetic subtypes, exactly matching the iCMS classification, and key iCMS-specific transcription factors (TFs) were identified, including HNF4A and PPARA for iCMS2 tumors and FOXA3 and MAFK for iCMS3 tumors. Notably, subtype-specific TFs bind to distinct target gene sets and contribute to both interpatient similarities and diversities for both chromatin accessibilities and RNA expressions. Moreover, we identified CpG-island methylator phenotypes and pinpointed chromatin state signatures and TF regulators for the CIMP-high subtype. Our work systematically revealed the epigenetic basis of the well-known iCMS and CIMP classifications of colorectal cancers.

Significance: Our work revealed the epigenetic basis of the well-known iCMS and CIMP classifications of colorectal cancers. Moreover, interpatient minor similarities and major diversities of chromatin accessibility signatures of TF target genes can faithfully explain the corresponding interpatient minor similarities and major diversities of RNA expression signatures of colorectal cancers, respectively. This article is featured in Selected Articles from This Issue, p. 897.

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来源期刊
Cancer discovery
Cancer discovery ONCOLOGY-
CiteScore
22.90
自引率
1.40%
发文量
838
审稿时长
6-12 weeks
期刊介绍: Cancer Discovery publishes high-impact, peer-reviewed articles detailing significant advances in both research and clinical trials. Serving as a premier cancer information resource, the journal also features Review Articles, Perspectives, Commentaries, News stories, and Research Watch summaries to keep readers abreast of the latest findings in the field. Covering a wide range of topics, from laboratory research to clinical trials and epidemiologic studies, Cancer Discovery spans the entire spectrum of cancer research and medicine.
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