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Scientists Reveal High Heterogeneity of Tumor and Tumor Microenvironment in Pancreatic Ductal Adenocarcinoma

Jul 26, 2019

Pancreatic ductal adenocarcinoma (PDAC), known as the "king of cancers", is the most common type of pancreatic cancer featured with high intra-tumoral heterogeneity and poor prognosis. To solve this medical problem, the Chinese Academy of Sciences (CAS) and Peking Union Medical College Hospital jointly established the Health Science Research Center.

In a study published online in Cell Research, with the support of this center, research teams of YANG Yungui and HAN Dali from Beijing Institute of Genomics of CAS, together with WU Wenming from Peking Union Medical College Hospital, explored the molecular mechanism of PDAC development and regulatory roles of the tumor microenvironment.

Using the single cell transcriptome sequencing technology, the researchers have systematically delineated the cell types in noncancerous pancreas and PDAC patient samples. They demonstrated the high heterogeneity feature in both pancreatic tumor cells and tumor microenvironment and the relationship between the subgroup of tumor cells and infiltrated immune cells, providing new potential therapeutic targets for PDAC.

The researchers mapped the transcriptome in a large number of pancreatic duct adenocarcinoma cells by single-cell transcriptome analysis, including 41,986 cells from pancreatic cancer tissues of 24 PDAC patients who had not received any preoperative chemoradiotherapy and 15,544 cells from 11 control pancreases tissues.

They first applied principle component analysis (t-SNE) on variably expressed genes across all cells and identified 10 main clusters including type I ductal, type II ductal, acinar, endocrine, endothelial, fibroblast, stellate, macrophage, T and B cells. The type II ductal cells were identified as malignant cells in PDAC by copy number variation (CNV) combined with the analyses of differential gene expression and functional enrichment.

Secondly, they used trajectory analysis to explore the gene expression pattern of PDAC during the transformation process from precancerous to malignant state. Several classical oncogenic pathways were identified to be activated during PDAC progression, including ErbB and Notch signaling pathways.

In addition, genes related to cell proliferation and migration were significantly activated, especially in the late stages of tumor progression. The researchers have also identified seven subgroups in type II ductal cells, among which the feature genes of subgroup seven (proliferative ductal subgroup) were enriched in cell cycle and proliferation-related pathways.

Furthermore, by integrated analysis on the TCGA pancreatic cancer cohort (PAAD) data, a significant negative correlation between the expression level of the feature genes of proliferative ductal cells and the activation of tumor infiltrating T cells was identified. Pathological section staining also demonstrated this correlation, suggesting that the presence of proliferative ductal cells and the absence of activated T cells may jointly contribute to poor prognosis in PDAC patients.

This study provided an important transcriptomic resource for exploring the pathogenesis of pancreatic ductal adenocarcinoma and the potential role of tumor microenvironment. Importantly, the findings revealed a new mechanism in which proliferative ductal subgroup can inhibit T cell infiltration and activation. Therefore, they proposed the feasible and precise therapeutic targets, and provided a new research direction for accurate diagnosis and treatment of PDAC.

Contact

YANG Yungui

Beijing Institute of Genomics

E-mail:

Single-cell RNA-seq highlights intra-tumoral heterogeneity and malignant progression in pancreatic ductal adenocarcinoma

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