项目编号 PRJCA003818
项目标题 Integrated single cell multiomics analysis reveals novel prognosis markers in human pancreatic ductal adenocarcinoma
涉及领域 Medical
数据类型 Epigenomics
Transcriptome or Gene expression
物种名称 Homo sapiens
描述信息 The epigenomic abnormality of pancreatic ductal adenocarcinoma (PDAC) has rarely been investigated due to its strong heterogeneity. Here, we use single-cell multiomics sequencing to simultaneously analyze the DNA methylome, chromatin accessibility, and transcriptome in each individual tumor cell of PDAC patients. We identified normal epithelial cells in the tumor lesion, which have euploid genomes, normal patterns of DNA methylation and chromatin accessibility comparable to those of normal epithelial cells in adjacent normal tissues. Using these normal epithelial cells as controls, we determined that DNA demethylation in cancer cell genome was strongly enriched in heterochromatin regions but depleted in euchromatin regions, indicating that heterochromatin disorganization is an important characteristic of PDAC. We observed stronger negative correlations between gene expression and promoter region DNA methylation in cancer cells than in normal epithelial cells. Through integrated analyses, lower expressions of ZNF667 and ZNF667AS1 were identified to connect to poorer prognosis for PDAC patients. Our work systematically revealed the critical epigenomic features of cancer cells in PDAC patients at the single-cell level.
样品范围 Single cell
发布日期 2021-12-24
出版信息
PubMed ID 文章标题 杂志名称 Doi 发表年份
35165277 Integrated single-cell multiomics analysis reveals novel candidate markers for prognosis in human pancreatic ductal adenocarcinoma Cell Discovery 10.1038/s41421-021-00366-y 2022
41350522 Targeting TNK2/ACK1 reverses the immunosuppressive tumor microenvironment and synergizes with immunochemotherapy in pancreatic cancer Nature Communications 10.1038/s41467-025-67197-3 2025
37273016 ABHD17C, a metabolic and immune-related gene signature, predicts prognosis and anti-PD1 therapy response in pancreatic cancer Discover. Oncology 10.1007/s12672-023-00690-7 2023
项目资金来源
机构 项目类型 授权项目ID 授权项目名称
National Natural Science Foundation of China (NSFC) 81720108028
National Natural Science Foundation of China (NSFC) 81525021
National Natural Science Foundation of China (NSFC) 81672435
National Natural Science Foundation of China (NSFC) 81702427
National Natural Science Foundation of China (NSFC) 81802433
National Natural Science Foundation of China (NSFC) 81871978
National Natural Science Foundation of China (NSFC) 31625018
National Natural Science Foundation of China (NSFC) 32071451
Key Program of Prevention and Treatment of Chronic Diseases of Tianjin 17ZXMFSY0010
提交者 Fuchou Tang (tangfuchou@pku.edu.cn)
提交单位 Peking University
提交日期 2020-11-02

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