Regulatory network analysis of Dclk1 gene expression reveals a tuft cell-ILC2 axis that inhibits pancreatic tumor progression
Valenti, G.; Laise, P.; Takahashi, R.; Wu, F.; Ruan, T.; Vasciaveo, A.; Jiang, Z.; Sunagawa, M.; Middelhoff, M.; Nienhuser, H.; Fu, N.; Malagola, E.; Hayakawa, Y.; Iuga, A. C.; Califano, A.; Wang, T. C.
Show abstract
Dclk1 expression defines a rare population of cells in the normal pancreas whose frequency is increased at early stages of pancreatic tumorigenesis. The identity and the precise roles of Dclk1 expressing cells in pancreas have been matter of debate, although evidence suggests their involvement in a number of key functions, including regeneration and neoplasia. We employed a recently developed Dclk1 reporter mouse model and single cell RNAseq analysis to define Dclk1 expressing cells in normal pancreas and pancreatic neoplasia. In normal pancreas, Dclk1 epithelial expression identifies subsets of ductal, islet and acinar cells. In pancreatic neoplasia, Dclk1 expression identifies five epithelial cell populations, among which acinar-to-ductal metaplasia (ADM)-like cells and tuft-like cells are predominant. These two cell populations play opposing roles in pancreatic neoplasia, with Dclk1+ ADM-like cells sustaining tumor growth while Dclk1+ tuft-like cells restraining tumor progression. The differentiation of Kras mutant acinar cells into Dclk1+ tuft-like cells requires the activation of the transcription factor SPIB and is further supported by a cellular paracrine loop involving cancer group 2 innate lymphoid cells (ILC2) and cancer activated fibroblasts (CAFs) that provide IL13 and IL33, respectively. In turn, Dclk1+ tuft-like cells release angiotensinogen that plays protective roles against pancreatic neoplasia. Overall, our study provides novel insights on the biology of Dclk1+ cells in normal pancreas and unveils a protective axis against pancreatic neoplasia, involving CAFs, ILC2 and Dclk1+ tuft-like cells, which ultimately results in angiotensinogen release.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- A GATA6-centered gene regulatory network involving HNFs and ΔNp63 controls plasticity and immune escape in pancreatic cancer 96%
- Metabolic Reprogramming by Mutant GNAS Creates an Actionable Dependency in Intraductal Papillary Mucinous Neoplasms of the Pancreas 96%
- A common CTRB misfolding variant associated with pancreatic cancer risk causes ER stress and inflammation in mice 95%
Similar papers in this journal
- TET2 drives 5hmc marking of GATA6 and epigenetically defines pancreatic ductal adenocarcinoma transcriptional subtypes 96%
- Single-cell transcriptomics reveals a conserved metaplasia program in pancreatic injury 96%
- Single nucleus and in situ RNA sequencing reveals cell topographies in the human pancreas 96%
Similar papers in this journal
- The Stmn1-lineage contributes to acinar regeneration but not to neoplasia upon oncogenic Kras expression 98%
- A proximal-to-distal survey of healthy adult human small intestine and colon epithelium by single-cell transcriptomics 96%
- Enteroendocrine cells protect the stem cell niche by regulating crypt metabolism in response to nutrients 96%
Similar papers in this journal
- Apical restriction of the planar cell polarity component VANGL in pancreatic ducts is required to maintain epithelial integrity 97%
- An iPSC-derived small intestine-on-chip with self-organizing epithelial, mesenchymal and neural cells 96%
- Immune signaling mediates stromal changes to support epithelial reprogramming in Celiac duodenum 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.