Abstract A046: nSMase2-generated ceramide promotes PDA aggression through exosome reprogramming of the stroma
Bibliographic record
Abstract
Abstract The pleiotropic roles of nSMase2-generated ceramide include regulation of intracellular ceramide signaling and exosome biogenesis. Packaging of specific cellular constituents, such as prion protein and specific miRNAs involved in cancer progression, into exosomes are dependent on nSMase2. Employing the KPC mouse model of pancreatic ductal adenocarcinoma (PDA), we demonstrate that nSMase2 regulates exosome secretion and in vivo growth of PDA cells. PDA cell exosomes generated through nSMase2 accelerate PDA progression, and PDA cell exosomes generated independently of nSMase2 are anti-tumorigenic during PDA progression. Homozygous loss of Smpd3 (gene which encodes nSMase2) in KPC mouse pancreatic epithelial cells during development extends survival of KPC mice. KPC; Smpd3f/f mice display less PanIN and tumor burden compared to KPC; Smpd3wt/wt controls. In addition, nSMase2 loss in KPC PDA cells promoted a PDA subtype switch from aggressive basal-like to classical. RNA-sequencing of PDA cell lines generated from pancreatic tumors of end-stage KPC; Smpd3wt/wt, KPC; Smpd3f/wt, and KPC; Smpd3f/f mice demonstrated that nSMase2-generated ceramide is a key regulator of intracellular pathways regulating tumor microenvironment dynamics in PDA cells including fibrosis and integrins. We observed a decrease in extracellular matrix collagen abundance and fewer activated stellate cells and fibroblasts in KPC; Smpd3f/f compared to control KPC; Smpd3wt/wt mouse pancreata. Exosomes isolated from KPC; Smpd3wt/wt PDA cell lines significantly stimulate proliferation of primary murine stellate cells in vitro, while exosomes isolated from KPC; Smpd3f/f PDA cell lines do not. Abrogation of Smpd3 expression also affected immune cell infiltration, as demonstrated by a significant increase in iNOS+ F4/80+ double positive proinflammatory macrophages in KPC; Smpd3f/f pancreata when compared to KPC; Smpd3wt/wt pancreata. Lipidomics analysis of epithelial cell lines generated from end-stage pancreatic tumors of KPC; Smpd3f/f and KPC; Smpd3wt/wt mice demonstrated an alteration in hundreds of lipid species including ceramides, triacylglycerides, sphingomyelins, and phosphatidylcholines. Proteomics and small RNA-seq analysis of exosomes secreted from KPC; Smpd3wt/wt and KPC; Smpd3f/f PDA cell lines demonstrated significant alteration of >700 proteins and 12 miRNAs. Our patient data demonstrate that low nSMase2 expression in treatment naïve primary resected pancreatic tumors significantly correlates with fewer CD31+ endothelial cells. In parallel, loss of Smpd3 resulted in a reduction in CD31+ endothelial cells in pancreatic tumors of KPC; Smpd3f/f mice when compared to KPC; Smpd3wt/wt controls. Thus, nSMase2 is a critical mediator of angiogenesis during PDA progression, which is integral to chemotherapeutic response. Collectively, our data show that nSMase2-generated exosomes promote PDA tumorigenesis, specifically proliferation of stellate cells, which may in turn induce a fibrotic tumor microenvironment that affects vasculature development. Citation Format: Audrey M. Hendley, Atsushi Urano, Xianlu L. Peng, Sudipta Ashe, Tuan A. Phu, Martin Ng, Natanya R. Kerper, David I. Berrios, Jonghyun Lee, David Jin, Gun H. Jang, Oghenekevwe M. Gbenedio, Jeroen P. Roose, Jen J. Yeh, Steven Gallinger, Andrew V. Biankin, Vasilis Ntranos, David K. Chang, David W. Dawson, Grace E. Kim, Valerie M. Weaver, Robert L. Raffai, Matthias Hebrok. nSMase2-generated ceramide promotes PDA aggression through exosome reprogramming of the stroma [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Pancreatic Cancer; 2023 Sep 27-30; Boston, Massachusetts. Philadelphia (PA): AACR; Cancer Res 2024;84(2 Suppl):Abstract nr A046.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".