Mapping functional to morphological variation reveals the basis of regional extracellular matrix subversion and nerve invasion in pancreatic cancer [RNA-Seq3]
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ABSTRACT: Intratumor morphological heterogeneity of pancreatic ductal adenocarcinoma (PDAC) predicts clinical outcomes but is only partially understood at the molecular level. To elucidate the gene expression programs underpinning intratumor morphological variation in PDAC, we investigated and deconvoluted at single cell level the molecular profiles of histologically distinct clusters of PDAC cells. We identified three major morphological and functional variants that co-exist in varying proportions in all PDACs, display limited genetic diversity, and are associated with a distinct organization of the extracellular matrix: a glandular variant with classical ductal features; a transitional variant displaying abortive ductal structures and mixed endodermal and myofibroblast-like gene expression; and a poorly differentiated variant lacking ductal features and basement membrane, and showing neuronal lineage priming. Ex vivo and in vitro evidence supports the occurrence of dynamic transitions among these variants in part influenced by extracellular matrix composition and stiffness and associated with local, specifically neural, invasion.
Project description:Intratumor morphological heterogeneity of pancreatic ductal adenocarcinoma (PDAC) predicts clinical outcomes but is only partially understood at the molecular level. To elucidate the gene expression programs underpinning intratumor morphological variation in PDAC, we investigated and deconvoluted at single cell level the molecular profiles of histologically distinct clusters of PDAC cells. We identified three major morphological and functional variants that co-exist in varying proportions in all PDACs, display limited genetic diversity, and are associated with a distinct organization of the extracellular matrix: a glandular variant with classical ductal features; a transitional variant displaying abortive ductal structures and mixed endodermal and myofibroblast-like gene expression; and a poorly differentiated variant lacking ductal features and basement membrane, and showing neuronal lineage priming. Ex vivo and in vitro evidence supports the occurrence of dynamic transitions among these variants in part influenced by extracellular matrix composition and stiffness and associated with local, specifically neural, invasion.
Project description:Intratumor morphological heterogeneity of pancreatic ductal adenocarcinoma (PDAC) predicts clinical outcomes but is only partially understood at the molecular level. To elucidate the gene expression programs underpinning intratumor morphological variation in PDAC, we investigated and deconvoluted at single cell level the molecular profiles of histologically distinct clusters of PDAC cells. We identified three major morphological and functional variants that co-exist in varying proportions in all PDACs, display limited genetic diversity, and are associated with a distinct organization of the extracellular matrix: a glandular variant with classical ductal features; a transitional variant displaying abortive ductal structures and mixed endodermal and myofibroblast-like gene expression; and a poorly differentiated variant lacking ductal features and basement membrane, and showing neuronal lineage priming. Ex vivo and in vitro evidence supports the occurrence of dynamic transitions among these variants in part influenced by extracellular matrix composition and stiffness and associated with local, specifically neural, invasion.
Project description:Intratumor morphological heterogeneity of pancreatic ductal adenocarcinoma (PDAC) predicts clinical outcomes but is only partially understood at the molecular level. To elucidate the gene expression programs underpinning intratumor morphological variation in PDAC, we investigated and deconvoluted at single cell level the molecular profiles of histologically distinct clusters of PDAC cells. We identified three major morphological and functional variants that co-exist in varying proportions in all PDACs, display limited genetic diversity, and are associated with a distinct organization of the extracellular matrix: a glandular variant with classical ductal features; a transitional variant displaying abortive ductal structures and mixed endodermal and myofibroblast-like gene expression; and a poorly differentiated variant lacking ductal features and basement membrane, and showing neuronal lineage priming. Ex vivo and in vitro evidence supports the occurrence of dynamic transitions among these variants in part influenced by extracellular matrix composition and stiffness and associated with local, specifically neural, invasion.
Project description:This project is reporting on microdissection proteomics of human operable, non-neoadjuvant treated pancreatic ductal adenocarcinomas (PDAC) with deep coverage of histologically neoplastic and adjacent healthier exocrine glands as well as stromal regions surrounding both. Through proteomic analysis, the parenchymal sample types differed significantly, with the malignant regions characterized by a broad downregulation of digestive enzymes. Instead, the stromal areas were alike, dominated by extracellular matrix proteins and lower expression of most metabolic pathways compared to the exocrine areas. Cholesterol synthesizing enzymes were more abundant in the tumor than stroma, as confirmed by an independent PDAC dataset and immunohistochemistry of PDAC microarrays. However, this was not accompanied by intratumor lipid deposition. Pathways most prognostic for survival were unexpectedly enriched in the histologically healthier exocrine glands, with a specific prognostic marker. Systematic analysis of pancreatic cancer transcriptomes from The Cancer Genome Atlas revealed that increased transcriptional complexity confers poor prognosis in PDAC.
Project description:Pancreatic ductal adenocarcinoma (PDAC) is characterised by an abundant desmoplastic reaction which includes an excess production of extracellular matrix. The extracellular matrix produced by HPDE cells (H6c7), with and without expression of mutant KRas G12V, was analysed by LC-MSMS
Project description:Pancreatic ductal adenocarcinoma (PDAC) is characterised by an abundant desmoplastic reaction which includes an excess production of extracellular matrix. The proteins and extracellular matrix secreted by HPDE cells (H6c7), with and without expression of mutant KRas G12V, was analysed by LC-MSMS
Project description:Mapping functional to morphological variation reveals the basis of regional extracellular matrix subversion and nerve invasion in pancreatic cancer [RNA-Seq3]
Project description:Pancreatic ductal adenocarcinoma (PDAC) is characterized by the presence of relatively few tumor cells surrounded a heterocellular non-cancerous cell population embedded in extracellular matrix, collectively named stroma. Despite the recognition that the stroma is an important contributor to the typically poor outcome of PDAC, its analysis has been hampered by the analysis of bulk tissue. Here we present a landscape of human epithelial PDAC cells of primary tumors (n=6) and metastases (n=4) in a mouse stroma background.
Project description:Pancreatic ductal adenocarcinoma (PDAC) is characterised by an abundant desmoplastic reaction which includes an excess production of extracellular matrix and interacts with integrin adhesion receptors. Integrin adhesion complexes formed by HPDE cells (H6c7), with and without expression of mutant KRas G12V, were isolated and analysed by LC-MSMS
Project description:Pancreatic ductal adenocarcinoma (PDAC) is characterized by the presence of relatively few tumor cells surrounded a heterocellular non-cancerous cell population embedded in extracellular matrix, collectively named stroma. Despite the recognition that the stroma is an important contributor to the typically poor outcome of PDAC, its analysis has been hampered by the analysis of bulk tissue. Similar issues have precluded meaningful analysis of the epithelial compartment. Here, we present the proteome analysis of a set of sixteen lasercapture microdissected PDAC samples, investigating tumor and stroma, together with bulk tumor samples, yielding the deepest PDAC proteomic to date.