Human pancreatic adenocarcinoma contains a side population resistant to gemcitabine
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE36563 | GEO | 2016/01/04
SECONDARY ACCESSION(S): PRJNA153397
REPOSITORIES: GEO
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Project description:BACKGROUND: Therapy resistance remains one of the major challenges to improve the prognosis of patients with pancreatic cancer. Chemoresistant cells, which potentially also display cancer stem cell (CSC) characteristics, can be isolated using the side population (SP) technique. Our aim was to search for a SP in human pancreatic ductal adenocarcinoma (PDAC) and to examine its chemoresistance and CSC phenotype. RESULTS: A SP was identified in all PDAC samples, expanded and analyzed as first-generation xenografts. This SP was more resistant to gemcitabine than the other tumour cells as analyzed in vivo. Whole-genome expression profiling of the SP revealed upregulation of genes related to therapy resistance, apoptotic regulation and epithelial-mesenchymal transition. In addition, the SP displayed higher tumourigenic (CSC) activity than the other main tumour cell population (MP) as analyzed in vitro by sphere-forming capacity. CONCLUSION: We identified a SP in human PDAC and uncovered a chemoresistant and CSC-associated phenotype. This SP may represent a new therapeutic target in pancreatic cancer. Micro-array analysis was performed on SP and MP samples of 5 xenografts, grown from 5 different human PDAC samples.
2016-01-04 | E-GEOD-36563 | biostudies-arrayexpress
Project description:Purpose: To explore the side population (SP) in pancreatic ductal adenocarcinoma (PDAC) for its gene expression profile and its association to cancer stem cells (CSC) and to evaluate the value of genes from its gene signature on patient survival. Experimental design: Side and main population (MP) cells were isolated from 11 human PDAC resection specimens using fluorescence-activated cell sorting (FACS) after Hoechst incubation. Total RNA was extracted for whole-genome analysis. A gene signature for the purified SP (pSP; depleted from immune/endothelial CD45+/CD31+ cells) was developed and validated with the nCounter system on expression data of 78 primary PDAC using Cox regression analyses for disease-free and overall survival. Results: An SP was identified in all PDAC samples. Whole-genome expression profiling of pSP revealed upregulation of genes related to therapy-resistance and of CSC-associated genes and pathways. A pSP signature of 32 up- or downregulated genes was capable of discriminating SP from MP in an independent set of 10 PDAC samples, and some contributing genes had a prognostic value in a separate series of 78 patients who underwent surgery for PDAC. Conclusion: Pancreatic cancer contains an SP with chemo-resistant and CSC-associated molecular characteristics. Genes from a newly defined pSP gene signature are related to survival of patients who undergo surgical resection for pancreatic cancer, and might therefore represent potential therapeutic targets. Microarray analysis was performed on SP and MP samples from 11 different human PDAC samples.
2014-09-26 | E-GEOD-42404 | biostudies-arrayexpress
Project description:Purpose: To explore the side population (SP) in pancreatic ductal adenocarcinoma (PDAC) for its gene expression profile and its association to cancer stem cells (CSC) and to evaluate the value of genes from its gene signature on patient survival. Experimental design: Side and main population (MP) cells were isolated from 11 human PDAC resection specimens using fluorescence-activated cell sorting (FACS) after Hoechst incubation. Total RNA was extracted for whole-genome analysis. A gene signature for the purified SP (pSP; depleted from immune/endothelial CD45+/CD31+ cells) was developed and validated with the nCounter system on expression data of 78 primary PDAC using Cox regression analyses for disease-free and overall survival. Results: An SP was identified in all PDAC samples. Whole-genome expression profiling of pSP revealed upregulation of genes related to therapy-resistance and of CSC-associated genes and pathways. A pSP signature of 32 up- or downregulated genes was capable of discriminating SP from MP in an independent set of 10 PDAC samples, and some contributing genes had a prognostic value in a separate series of 78 patients who underwent surgery for PDAC. Conclusion: Pancreatic cancer contains an SP with chemo-resistant and CSC-associated molecular characteristics. Genes from a newly defined pSP gene signature are related to survival of patients who undergo surgical resection for pancreatic cancer, and might therefore represent potential therapeutic targets.
2014-09-26 | GSE42404 | GEO
Project description:Cancer cells are known to reprogram their metabolism to adapt to adverse conditions dictated by tumor growth and microenvirontment. A subtype of cancer cells with stem-like properties, known as cancer stem cells (CSC) is thought to be responsible for tumour recurrence. These consequences are fatal for cancer patients as metastatic tumors are much more aggressive than the primary tumors from which they originate. Since both CSC and chemoresistant cancer cells may share common qualities and implicate involvement of mitochondria, drugs inducing mitochondrial dysfunction as for example, bactericidal antibiotics, may effectively suppress growth of cancer cells. In the current study, we demonstrate that CSC and chemoresistant cells derived from triple negative breast cancer (TNBC) cells display enrichment of up- and down-regulated proteins from metabolic pathways that suggest a direct link to mitochondria. Both cancer cell types (resistant cells and CSC) can be targeted by antibiotics, in particular, linezolid which decreases tumour growth rate by suppressing mitochondrial functions. As autophagy itself can “feed” cancer cells in their trial to reduce ROS induction by antibiotics, we propose that specific bactericidal antibiotics used in combination with autophagy blocker may suppress cancer cell proliferation and decrease tumour growth.
2018-11-04 | PXD009442 | Pride
Project description:Pancreatic ductal adenocarcinoma (PDAC) is one of the deadliest and most metastatic cancers in human. PDACs respond poorly to therapies, partly due to cancer stem cells (CSCs) that self-renew, survive chemotherapies, metastasise and replenish the tumour. Factors secreted by tumour cells mediate autocrine/paracrine crosstalk with surrounding cells contributing to the stem cell niche but are still insufficiently characterised. Here we used quantitative SILAC proteomics to identify secreted factors enriched in CSC secretome compared to non-CSCs. Among them were GDF15 and VGF, factors involved in cachexia and pain stimuli. GDF15 and VGF promoted CSC self-renewal and growth through autocrine effects. TGFβ/Activin signalling lowered GDF15 and VGF expression via SMAD2/3-SMAD4-SNON, switching to ATF4-CREB-mediated induction upon cell stress. Co-culture of PDAC-CSCs and hESC-derived neural cells for mimicking cellular crosstalk in PDAC revealed that paracrine signalling via GDF15/VGF promoted nociceptor formation and neurite outgrowth. In turn, Substance P from neurons supported CSC self-renewal, EMT/migration and clonal evolution that was also impacted by SMAD4 genetic status. Lastly, the serum levels of GDF15 and VGF were elevated in PDAC patients suggesting their utility as biomarkers for PDAC detection. Collectively, our data uncovered that cachexia and pain signalling factors mediate the crosstalk between CSCs and nociceptors.
2024-04-06 | PXD046026 | Pride
Project description:Pancreatic ductal adenocarcinoma (PDAC) has a characteristically dense stroma comprised predominantly of cancer associated fibroblasts (CAFs). CAFs promote tumor growth, metastasis and treatment resistance. We aimed to investigate the molecular changes and functional consequences associated with chemotherapy treatment of PDAC CAFs. Chemoresistant immortalized CAFs (R-CAFs) were generated by continuous incubation in 100nM gemcitabine. Gene expression differences between treatment naïve CAFs (N-CAFs) and R-CAFs were compared by array analysis. Immortalized human pancreatic CAFs were grown for 30 days in either control media or media containing 100nM gemcitabine. RNA was then isolated and hybidized on U133 Plus 2.0 Affymetrix arrays.
2016-03-09 | E-GEOD-78982 | biostudies-arrayexpress
Project description:Melanoma remains the most lethal skin cancer, mainly because of high resistance to therapy. Side population (SP) cells are found in many types of cancer and are usually enriched in therapy-resistant as well as tumorigenic cells. Here, we identified a Hoechst dye-effluxing SP in a large series of human melanoma samples representing different progression phases. The SP size did not change with disease stage but was correlated with the prognostic “Breslow’s depth” in the primary (cutaneous) tumors. When injected into immunodeficient mice, the SP generated larger tumors than the bulk “main population” (MP) melanoma cells in two consecutive generations, and showed tumorigenic capacity at lower cell numbers than the MP. In addition, the SP reconstituted the heterogeneous composition of the human A375 melanoma cell line, and its clonogenic activity was 2.5-fold higher than that of the MP. Gene-expression analysis revealed upregulated expression in the melanoma SP (versus the MP) of genes associated with chemoresistance and anti-apoptosis. Consistent with these molecular characteristics, the SP increased in proportion when A375 cells were exposed to the melanoma standard chemotherapeutic agent dacarbazine, and to the aggravating condition of hypoxia. In addition, the SP showed enhanced expression of genes related to cell invasion and migration, as well as to putative (melanoma) cancer stem cells (CSC) including ABCB1 and JARID1B. ABCB1 immunoreactivity was detected in a number of tumor cells in human melanomas, and in particular in clusters at the invasive front of the primary tumors. Together, our findings support that the human melanoma SP is enriched in tumorigenic and chemoresistant capacity, considered key characteristics of CSC. The melanoma SP may therefore represent an interesting therapeutic target. Four primary melanomas (subtype SSMM) were dissociated into single cells. From each of these single cell suspensions, side population (SP) and bulk \main population\ (MP) cells were isolated based on their Hoechst-effluxing capability using fluorescence-activated cell sorting. Gene expression of SP cells is analyzed relative to the gene expression of the corresponding MP cells.
2014-05-27 | E-GEOD-48838 | biostudies-arrayexpress
Project description:RNA sequencing of pancreatic ductal adenocarcinoma (PDAC) primary cultures from five different patient-derived xenograft models grown either in adherent conditions selecting for non-CSCs or in CSC-enriching anchorage-independent sphere conditions. A and B are two biological duplicates, from the same patient-derived xenograft model of PDAC.
2015-11-01 | E-MTAB-3808 | biostudies-arrayexpress
Project description:Pancreatic ductal adenocarcinoma (PDAC) is a heterogeneous cancer in which differences in survival rates might be related to a variety in gene expression profiles. Although the molecular biology of PDAC begins to be revealed, genes or pathways that specifically drive tumour progression or metastasis are not well understood. Therefore, we performed microarray analyses on whole-tumour samples of 2 human PDAC subpopulations with similar clinicopathological features, but extremely distinct survival rates after potentially curative surgery, i.e., good outcome (OS and DFSM-bM-^@M-^I>M-bM-^@M-^I50M-bM-^@M-^Imonths) versus bad outcome (OSM-bM-^@M-^I<M-bM-^@M-^I19M-bM-^@M-^Imonths and DFSM-bM-^@M-^I<M-bM-^@M-^I7M-bM-^@M-^Imonths). Additionally, liver- and peritoneal metastases were analysed and compared to primary cancer tissue. The integrin and ephrin receptor families were upregulated in all PDAC samples, irrespective of outcome, supporting an important role of the interaction between pancreatic cancer cells and the surrounding desmoplastic reaction in tumorigenesis and cancer progression. Moreover, some components, such as ITGB1 and EPHA2, were upregulated in PDAC samples with a poor outcome, Additionally, overexpression of the non-canonical Wnt/M-NM-2-catenin pathway and EMT genes in PDAC samples with bad versus good outcome suggests their contribution to the invasiveness of pancreatic cancer, with M-NM-2-catenin being also highly upregulated in metastatic tissue. Thus, we conclude that components of the integrin and ephrin pathways and EMT-related genes might serve as molecular markers in pancreatic cancer as their expression seems to be related with prognosis. Microarray analysis was performed on 'Good' and 'Bad' patient samples (samples with similar pathological characteristics were chosen based on the definition of the 2 diverse survival outcome groups and the required RIN values above 7.1), on surrounding non-tumoural pancreatic control samples, liver metastasis (LM) and peritoneal metastasis (PM). Comparisons between good vs. control, bad vs. control, good vs. bad, and primary pancreatic cancer versus metastasis were performed.
2013-01-09 | E-GEOD-42952 | biostudies-arrayexpress
Project description:The crosstalk between tumor and immune cells has important implications for cancer treatment, in particular for immunotherapies. Pancreatic ductal adenocarcinoma (PDAC) generally displays a chemoresistant phenotype and is refractory to immune-based therapies. Highly tumorigenic and stem-like cells known as cancer stem cells (CSCs) within PDAC tumors have been demonstrated to contribute to its aggressiveness, metastatic capacity and chemoresistance. Here, we show that CSCs could be also relevant to establish an immunosuppresive environment. Using genetically engineered mouse models (GEMMs) of PDAC we isolated a triple positive (EpCAM+, Sca-1+ and CD133+) population of tumor cells, functionally validated these cells as bona fide CSCs and probed their transcriptional profile by microarray analysis. In addition to stem pathways, signatures related to tumor immune evasion, immune modulation, invasiveness, and innate immune response were enriched in this population. Peptidoglycan recognition protein 1 (Pglyrp1), an innate immune response anti-bacterial protein expressed primarily by neutrophils, was highly expressed in this triple-positive population and in CSC-enriched spheres from human cell lines. Interestingly, modulation of Pglyrp1 expression in murine PDAC primary cultures affected their immune evasive properties, specifically their ability to escape macrophage- and T-cell-mediated killing in vitro and to establish tumors in immunocompetent hosts. Pglyrp1 expression in tumor cells seemed to interfere with TNFα-mediated killing by T cells and to promote activated T-cell cytotoxicity. Importantly, these results could be validated in CSCs from human patient-derived xenografts, and PGLYRP1 protein levels were also significantly higher in PDAC patient samples versus healthy controls. Thus, our study demonstrates a hierarchical organization of cancer cells in a murine model of PDAC, validating the CSC concept, and identifies Pglyrp1 as a putative PDAC biomarker that confers immune privilege properties to CSCs which could have important therapeutic implications.
2024-09-30 | GSE222985 | GEO