Integrated single-cell multiomics analysis reveals novel candidate markers for prognosis in human pancreatic ductal adenocarcinoma

胰腺导管腺癌 生物 胰腺癌 胰腺癌 癌症 腺癌 细胞 医学 计算生物学 内科学 遗传学
作者
Xiaoying Fan,Ping Lü,Hongwei Wang,Shuhui Bian,Xinglong Wu,Yu Zhang,Yang Liu,Danqi Fu,Lu Wen,Jihui Hao,Fuchou Tang
出处
期刊:Cell discovery [Springer Nature]
卷期号:8 (1) 被引量:30
标识
DOI:10.1038/s41421-021-00366-y
摘要

The epigenomic abnormality of pancreatic ductal adenocarcinoma (PDAC) has rarely been investigated due to its strong heterogeneity. Here, we used single-cell multiomics sequencing to simultaneously analyze the DNA methylome, chromatin accessibility and transcriptome in individual tumor cells of PDAC patients. We identified normal epithelial cells in the tumor lesion, which have euploid genomes, normal patterns of DNA methylation, and chromatin accessibility. Using all these normal epithelial cells as controls, we determined that DNA demethylation in the cancer genome was strongly enriched in heterochromatin regions but depleted in euchromatin regions. There were stronger negative correlations between RNA expression and promoter DNA methylation in cancer cells compared to those in normal epithelial cells. Through in-depth integrated analyses, a set of novel candidate biomarkers were identified, including ZNF667 and ZNF667-AS1, whose expressions were linked to a better prognosis for PDAC patients by affecting the proliferation of cancer cells. Our work systematically revealed the critical epigenomic features of cancer cells in PDAC patients at the single-cell level.
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