Wu Peiyao, Liu Zhengzhi, Zheng Lina, Du Yanmiao, Zhou Zirui, Wang Wei, Lu Chang
Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA, 92093, USA.
Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, 24061, USA.
Commun Biol. 2025 Mar 31;8(1):527. doi: 10.1038/s42003-025-07954-8.
Epigenomic mechanisms are critically involved in mediation of genetic and environmental factors that underlie cancer development. Histone modifications represent highly informative epigenomic marks that reveal activation and repression of gene activities and dysregulation of transcriptional control due to tumorigenesis. Here, we present a comprehensive epigenomic and transcriptomic mapping of 18 stage I and II tumor and 20 non-neoplastic tissues from non-small cell lung adenocarcinoma patients. Our profiling covers 5 histone marks including activating (H3K4me3, H3K4me1, and H3K27ac) and repressive (H3K27me3 and H3K9me3) marks and the transcriptome using only 20 mg of tissue per sample, enabled by low-input omic technologies. Using advanced integrative bioinformatic analysis, we uncover cancer-driving signaling cascade networks, changes in 3D genome modularity, differential expression and functionalities of transcription factors and noncoding RNAs. Many of these identified genes and regulatory molecules show no significant change in their expression or a single epigenomic modality, emphasizing the power of integrative multimodal and multiomic analysis using patient samples.
表观基因组机制在介导癌症发生的遗传和环境因素中起着关键作用。组蛋白修饰代表了高度信息丰富的表观基因组标记,揭示了基因活性的激活和抑制以及由于肿瘤发生导致的转录控制失调。在这里,我们展示了对18例I期和II期非小细胞肺腺癌患者肿瘤组织以及20例非肿瘤组织进行的全面表观基因组和转录组图谱分析。我们的分析涵盖了5种组蛋白标记,包括激活标记(H3K4me3、H3K4me1和H3K27ac)和抑制标记(H3K27me3和H3K9me3),并且利用低输入组学技术,每个样本仅使用20毫克组织进行转录组分析。通过先进的综合生物信息学分析,我们揭示了癌症驱动的信号级联网络、三维基因组模块性的变化、转录因子和非编码RNA的差异表达及功能。这些鉴定出的许多基因和调控分子在其表达或单一表观基因组模式上没有显著变化,强调了使用患者样本进行综合多模态和多组学分析的强大功能。