Published 2024 | Version v2
Dataset Open

Single cell transcriptomic analysis of epithelial and mesenchymal tumour cells

  • 1. ROR icon Ludwig-Maximilians-Universität München
  • 2. Technical University of Munich (TUM)
  • 3. ROR icon Helmholtz Zentrum München

Description

Pancreatic ductal adenocarcinoma (PDAC) exhibits pronounced heterogeneity with multiple subtypes along the epithelial-to-mesenchymal axis co-existing simultaneously in tumours. Here, we used previously characterized epithelial and mesenchymal primary PDAC cell lines from a KC mouse model (2D bulk cell populations) (Mueller et al. 2018) and perform single-cell RNA sequencing to determine how heterogeneous these bulk tumour cells are and  if they express different levels of epithelial-mesenchymal transition/plasticity signatures. In our study, we identified that the same bulk population of tumour cells can give rise to various morphological and transcriptionally distinct organoid phenotypes. Therefore, we examined if specific preexisting subclusters within each line (subtype specific) were already enriched for distinct phenotype signatures from our organoid phenotype landscape.

Files

Files (1.2 GB)

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md5:c1b3e6001f3900236880ee32fb7bd765
597.0 MB Download
md5:edd21acd498d54d3d884d7124a23deeb
648.6 MB Download

Additional details

Software

Repository URL
https://github.com/theislab/pdac_analysis
Programming language
Python console , R