A multi-omics approach identifies pancreatic cancer cell extracellular vesicles as mediators of the unfolded protein response in normal pancreatic epithelial cells
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ABSTRACT: The early molecular mechanisms of pancreas cancer development remain elusive. A key driver of poor patient outcomes remains late-stage diagnosis of disease, typically when patients present with pancreatic ductal adenocarcinoma (PDAC). Currently, no diagnostics exist to identify indolent disease. It is crucial to identify the early molecular events that drive the transformation of naïve cells to a neoplastic phenotype. Extracellular vesicles (EVs) are nanometer sized lipid-bilayer particles released from cells of almost all known tissue types. EVs carry an array of biomolecules which are internalized by neighboring and distant cells, critical for facilitating intracellular communication. Although cancer derived EVs impact a myriad of cancer progression events including tumor proliferation, immune escape, and metastasis, their role in mediating early onset of PDAC is unknown. In this study, we report on alterations in the gene expression profiles of normal pancreatic epithelial cells upon internalization of PDAC cell derived EVs (cEVs). Leveraging a layered multi-omics approach, we show that cEVs induce endoplasmic reticulum (ER) stress and the unfolded protein response in recipient normal pancreatic epithelial cells within 24 hours. Consequently, cEV treated cells demonstrated increased proliferation. cEV cargo was enriched for an array of biomolecules which can induce or regulate ER stress and the UPR, including lipid species esterified to palmitic acid, sphingomyelins, metabolites which regulate tRNA charging and protein trafficking and degradation proteins. These results highlight a role for pancreatic cancer cEVs to induce stress in recipient normal pancreas cells; studying these genetic, metabolic and proteomic perturbations may lead to valuable insight to disease etiology and early biomarker identification.
Project description:Although cancer derived extracellular vesicles (cEVs) are thought to play a pivotal role in promoting cancer progression events, their precise effect on neighboring normal cells is unknown. In this study, we investigated the impact of pancreatic cancer ductal adenocarcinoma (PDAC) derived EVs on recipient non-tumorigenic pancreatic normal epithelial cells upon internalization. We show that PDAC cEVs increase the proliferation and invasive capability of recipient normal cells. We further demonstrate that cEVs induce endoplasmic reticulum (ER) stress and the unfolded protein response (UPR) in recipient normal pancreatic epithelial cells within 24 hours. Subsequently, leveraging a layered multi-omics approach, we analyzed EV cargo from a panel of 6 PDAC and 2 normal pancreas cell lines, using multiple EV isolation methods. We found that cEVs were enriched for an array of biomolecules which can induce or regulate ER stress and the UPR, including palmitic acid, sphingomyelins, metabolic regulators of tRNA charging and proteins responsible for protein trafficking and degradation. We further show that palmitic acid, at doses relevant to those found in cEVs, is sufficient to induce ER stress in normal pancreas cells. These results suggest that cEV cargo packaging may be designed to disseminate proliferative and invasive characteristics upon internalization by distant recipient normal cells, hitherto unreported. This study is among the first to highlight a major role for PDAC cEVs to induce stress in recipient normal pancreas cells, that may modulate a systemic response leading to altered phenotypes. For the first time, our study implicates cEV transported palmitic acid as a potential driver in this process. These findings reveal new paths of investigation toward understanding the role of lipids packaged as cEV cargo providing advantage to proliferating tumor cells in promoting cell transformation in the surrounding microenvironment.
Project description:Extracellular vesicles (EVs) are produced and released by both healthy and malignant cells and bear markers indicative of ongoing biological processes. In the present study we utilized high resolution flow cytometry to detect EVs in the plasma of patients with pancreatic ductal adenocarcinoma (PDAC) and in the supernatants of PDAC and healthy control (HC) pancreatic organoid cultures. Using ultrafiltration and size exclusion chromatography, PDAC and HC pancreatic organoid EVs were isolated for mass spectrometry analysis. Proteomic and functional analysis showed a striking distinction in that EV proteins profiled in pancreatic cancer organoids were involved in vesicular transport and tumorigenesis while EV proteins in healthy organoids were involved in cellular homeostasis. Thus, the most abundant proteins identified in either case represented non-overlapping cellular programs. Tumor-promoting candidates LAMA5, SCDB1 and TENA were consistently upregulated in PDAC EVs. Validation of specific markers for PDAC EVs versus healthy pancreatic EVs will provide the biomarkers and enhanced sensitivity necessary to monitor early disease or disease progression, with or without treatment. Moreover, disease-associated changes in EV protein profiles provide an opportunity to investigate alterations in cellular programming with disease progression.
Project description:Pancreatic ductal adenocarcinoma (PDAC) has one of the worst prognoses of any human malignancy and there are few human cellular models of disease progression. When human PDAC cells are injected into immunodeficient animals, they create tumors of the late stage from which they were derived. We hypothesized that if human pancreatic cancer cells were converted to pluripotency and then allowed to differentiate back into pancreas, the developmental progression would recapitulate early stages of the cancer. To that end, we have generated isogenic matched sets of induced pluripotent stem (iPS) cell-like lines from epithelial cells of human pancreatic tumors and from histologically normal epithelial cells at the resected pancreatic margins. Notably, when injected into immunodeficient mice, at low or high passages, a human pancreatic cancer iPS-like line, but not the corresponding margin iPS-like line, slowly generates intra-epithelial neoplasia (PanIN) ductal structures that typically reflect the early stages of human pancreatic cancer. The PanIN-like ducts can be isolated and cultured. They secrete protein products reflective of PanINs and provide new insights into underlying regulatory networks. An additional iPS-like line from histologically normal cells at a pancreatic resection margin, but containing a mutation that predisposes to PDAC, does not generate PanIN ductal structures. These studies demonstrate that iPS technology can be exploited to recapitulate early progression events of a human epithelial cancer. Study includes a single experiment (#10): a tumor-adjacent pancreatic tissue control (10N); tumor tissue (10C); IPS-transformed tissue control (10N12); and IPS-transformed tumor tissue (10C22).
Project description:Cell conditioned medium from human pancreatic cancer cell lines MiaPaCa-2, AsPC-1, primary pancreatic cell lines as well as human FFPE tissue samples from pancreatic ductal adenocarcinoma (PDAC), chronic pancreatitis (CP), ampullary cancer, non-malignant adjacent pancreas and normal pancreas were analyzed via targeted (SRM, PRM) and/or explorative (DIA) mass spectrometry.
Project description:<h4><strong>BACKGROUND</strong> Increasing evidence implicates microbiome involvement in the development and progression of pancreatic ductal adenocarcinoma (PDAC). Studies suggest that reflux of gut or oral microbiota can lead to colonization in the pancreas, resulting in dysbiosis that culminates in release of microbial toxins and metabolites that potentiate an inflammatory response and increase susceptibility to PDAC. Moreover, microbe-derived metabolites can exert direct effector functions on precursors and cancer cells, as well as other cell types, to either promote or attenuate tumor development and modulate treatment response.</h4><p><strong>CONTENT</strong> The occurrence of microbial metabolites in biofluids thereby enables risk assessment and prognostication of PDAC, as well as having potential for design of interception strategies. In this review, we first highlight the relevance of the microbiome for progression of precancerous lesions in the pancreas and, using liquid chromatography-mass spectrometry, provide supporting evidence that microbe-derived metabolites manifest in pancreatic cystic fluid and are associated with malignant progression of intraductal papillary mucinous neoplasm(s). We secondly summarize the biomarker potential of microbe-derived metabolite signatures for (a) identifying individuals at high risk of developing or harboring PDAC and (b) predicting response to treatment and disease outcomes.</p><p><strong>SUMMARY</strong> The microbiome-derived metabolome holds considerable promise for risk assessment and prognostication of PDAC.</p>
Project description:Pancreatic cancer is among the deadliest cancers that affects almost 54,000 patients in United States alone, with 90% of them succumbing to the disease. Lack of early detection is considered to be the foremost reason for such dismal survival rates. Our study shows that resident gut microbiota is altered at the early stages of tumorigenesis much before development of observable tumors in a spontaneous, genetically engineered mouse model for pancreatic cancer. In the current study, we analyzed the microbiome of in a genetic mouse model for PDAC (KRASG12DTP53R172HPdxCre or KPC) and age-matched controls using WGS at very early time points of tumorigenesis. During these time points, the KPC mice do not show any detectable tumors in their pancreas. Our results show that at these early time points, the histological changes in the pancreas correspond to a significant change in certain gut microbial population. Our predictive metabolomic analysis on the identified bacterial species reveal that the primary microbial metabolites involved in progression and development of PDAC tumors are involved in polyamine metabolism.
Project description:Pancreatic ductal adenocarcinoma (PDAC) is a deadly disease. Understanding its biology is crucial for finding effective therapies. Exosomes have been implicated in cancer, but their behavior in living systems remains poorly understood. We aimed to map the spatiotemporal distribution of exosomes from both healthy pancreas and PDAC to determine their biological significance. To achieve this, we developed a genetically engineered mouse model (ExoBow) to trace spontaneous exosomes communication. Within the PDAC microenvironment, cancer cells establish preferential communication routes with cancer associated fibroblasts and endothelial cells. The latter is a conserved event in the healthy pancreas. Inhibiting exosomes secretion in both scenarios significantly enhanced angiogenesis, underscoring the contribution of exosomes to the vascularization of the organ and to cancer. Inter-organ communication is significantly increased in PDAC, and the thymus is a sustained target in both contexts. PDAC cells also communicate with the kidneys and lungs, and the healthy pancreas with bone-marrow, brain, and intestines. In sum, we found that exosomes mediate an organized communication network in vivo that controls angiogenesis locally, both in the healthy pancreas and PDAC, and that targets the thymus also in both conditions, unravelling their potential role in central immune surveillance and anti-tumor immune response.
Project description:FASTQ Sequencing files of 5 healthy pancreas tissues and 6 pancreatic ductal adenocarcinoma (PDAC) tissues. Analysis of data is presented in the manuscript: Next generation sequencing reveals novel differentially regulated mRNAs, lncRNAs, miRNAs, sdRNAs and a piRNA in pancreatic cancer in BMC Molecular Cancer.
Project description:Pancreatic ductal adenocarcinoma (PDAC) has one of the worst prognoses of any human malignancy and there are few human cellular models of disease progression. When human PDAC cells are injected into immunodeficient animals, they create tumors of the late stage from which they were derived. We hypothesized that if human pancreatic cancer cells were converted to pluripotency and then allowed to differentiate back into pancreas, the developmental progression would recapitulate early stages of the cancer. To that end, we have generated isogenic matched sets of induced pluripotent stem (iPS) cell-like lines from epithelial cells of human pancreatic tumors and from histologically normal epithelial cells at the resected pancreatic margins. Notably, when injected into immunodeficient mice, at low or high passages, a human pancreatic cancer iPS-like line, but not the corresponding margin iPS-like line, slowly generates intra-epithelial neoplasia (PanIN) ductal structures that typically reflect the early stages of human pancreatic cancer. The PanIN-like ducts can be isolated and cultured. They secrete protein products reflective of PanINs and provide new insights into underlying regulatory networks. An additional iPS-like line from histologically normal cells at a pancreatic resection margin, but containing a mutation that predisposes to PDAC, does not generate PanIN ductal structures. These studies demonstrate that iPS technology can be exploited to recapitulate early progression events of a human epithelial cancer.
Project description:Background: With less than a 5% survival rate pancreatic adenocarcinoma (PDAC) is almost uniformly lethal. In order to make a significant impact on survival of patients with this malignancy, it is necessary to diagnose the disease early, when curative surgery is still possible. Detailed knowledge of the natural history of the disease and molecular events leading to its progression is therefore critical. Methods and Findings: We have analysed the precursor lesions, PanINs, from prophylactic pancreatectomy specimens of patients from four different kindreds with high risk of familial pancreatic cancer who were treated for histologically proven PanIN-2/3. Thus, the material was procured before pancreatic cancer has developed, rather than from PanINs in a tissue field that already contains cancer. Genome-wide transcriptional profiling using such unique specimens was performed. Bulk frozen sections displaying the most extensive but not microdissected PanIN-2/3 lesions were used in order to obtain the holistic view of both the precursor lesions and their microenvironment. A panel of 76 commonly dysregulated genes that underlie neoplastic progression from normal pancreas to PanINs and PDAC were identified. In addition to shared genes some differences between the PanINs of individual families as well as between the PanINs and PDACs were also seen. This was particularly pronounced in the stromal and immune responses. Conclusions: Our comprehensive analysis of precursor lesions without the invasive component provides the definitive molecular proof that PanIN lesions beget cancer from a molecular standpoint. We demonstrate the need for accumulation of transcriptomic changes during the progression of PanIN to PDAC, both in the epithelium and in the surrounding stroma. An identified 76-gene signature of PDAC progression presents a rich candidate pool for the development of early diagnostic and/or surveillance markers as well as potential novel preventive/therapeutic targets for both familial and sporadic pancreatic adenocarcinoma. Gene expression of 13 PanIN samples was compared to profiling data of whole biopsies from normal donor pancreas (N1 to 4, two replicated samples) and sporadic PDAC (PDAC1 to 6).Ttwo PDAC samples (PDAC 3 and 4) and a replicate of one normal specimen (N4) were removed during the hybridisation quality assessment.