Single-cell transcriptomics of normal pancreas, intraductal papillary mucinous neoplasm, and pancreatic adenosquamous carcinoma reveals the heterogeneous progression of pancreatic ductal and stromal cells
Background: Single-cell RNA sequencing (scRNA-seq) contributes to discovering intrinsic heterogeneity of pancreatic adenosquamous carcinoma (PASC), a lethal human malignancy. However, the gene-pattern variations within ductal and stromal cells remain unclear. Methods: We fulfilled scRNA-seq profiling with one healthy donor pancreas, one intraductal papillary mucinous neoplasm (IPMN), and one PASC sample tissue. Multiple bioinformatics analyses were used to investigate the transcriptomics abnormalities from normal stage to tumor formation. Results: We identified ten subpopulations from 10,346 single cells, including myeloid, immune, ductal, fibroblast, acinar, stellate, endothelial, and malignant cells. Within our analysis, pancreatic cancer cells were further divided into five clusters; notably, cluster 1 exhibited stem-like phenotypes, such as UBE2C, ASPM, and TOP2A. We also found that S100A2 could be a specific biomarker for tumor cells, relating to PASC progression. LGALS1, NPM1, RACK1, and PERP were upregulated gradually from ductal to malignant cells. Furthermore, the level of copy number variation in ductal and cancer cells was significantly greater than reference cells. The expression of EREG, FCGR2A, FCGR2A, and CCL4L2 increased in myeloid cells along with tumor development, while cancer-associated fibroblast could induce the immunosuppressive tumor microenvironment, promoting pancreatic cancerogenesis. Finally, we demonstrated that EGFR-associated ligand-receptor pairs were activated in stromal to malignant cell communication. Conclusion: This study revealed the variations of ductal and stromal cells, defined cancer-associated signaling pathways, and deciphered cellular interactions following PASC progression. Thus, we provided valuable information to further understand the crucial regulatory mechanisms that embrace the potential therapeutic targets for PASC. Overall design: mRNA profiles of normal pancreas, intraductal papillary mucinous neoplasm, and pancreatic adenosquamous carcinoma
To reference this project, please use the following link:
Downloaded and exported data is governed by the HCA Data Release Policy and licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0). For more information please see our Data Use Agreement.
Atlas
Analysis Portals
NoneProject Label
HumanPancreasNormalandDiseasedSpecies
Homo sapiens
Sample Type
specimens
Anatomical Entity
pancreas
Organ Part
pancreatic duct
Selected Cell Types
Unspecified
Disease Status (Specimen)
Disease Status (Donor)
Development Stage
human adult stage
Library Construction Method
SCOPE-chip
Nucleic Acid Source
single cell
Paired End
falseAnalysis Protocol
analysis_protocol_1File Format
Cell Count Estimate
10.3kDonor Count
3