Browse
Submit Data
Databases
API
Help

Dataset Information

0 Views

0 Connections

0 Citations

0 Reanalyses

0 Downloads

Omics score: 0

Detection of Chemotherapy-Resistant Pancreatic Cancer Using a Glycan Biomarker

ABSTRACT: A subset of pancreatic ductal adenocarcinomas (PDACs) is highly resistant to systemic chemotherapy, but no markers are available in clinical settings to identify this subset. We found that chemotherapy-resistant PDACs, but not chemotherapy-sensitive PDACs, express a glycan biomarker called sTRA. We confirmed the use of this marker to identify treatment-resistant PDAC in multiple systems: sets of 24 cell lines, 27 organoids, and isogenic cell lines; gene-expression signatures in primary tumors; tissue microarrays containing primary tumors; and blood plasma from cohorts of human subjects. These findings establish the use of tissue or plasma assays to identify the PDACs that are resistant to chemotherapy, which could improve the precision of systemic treatments and facilitate biomarker-guided trials targeting resistant PDAC.

ORGANISM(S): Homo sapiens

PROVIDER: GSE146722 | GEO | 2021/04/13

REPOSITORIES: GEO

ACCESS DATA

Json Xml

Dataset's files

Source:

			Action	DRS
		Other

Items per page:

1 - 1 of 1

Similar Datasets

Detection of Chemotherapy-Resistant Pancreatic Cancer Using a Glycan Biomarker

Project description:Detection of Chemotherapy-Resistant Pancreatic Cancer Using a Glycan Biomarker

| PRJNA611767 | ENA

Nuclear protein (Nupr)-1 is required for pancreatic adenocarcinoma development in Pdx1-cre;LSL-KrasG12D;Ink4a/Arffl/fl mice

Project description:Nuclear Protein 1 (Nupr1) is a major actor of the cell stress response required for KrasG12D-driven formation of pancreatic intraepithelial neoplastic (PanINs) lesions in mice. We investigated the impact of Nupr1-depletion on the development and biology of murin pancreatic adenocarcinomas (PDAC) in the Pdx1-cre;LSL-KrasG12D;Ink4a/Arffl/fl (KIC) mice. We found that only one half of Nupr1-deficient mice developed PDAC. This is related to increased caspase 3 activity and low IER3 expression in Nupr1-deficient;KIC in the pancreas. Moreover, when Nupr1-deficient;KIC mice do develop PDAC, tumors present with impaired epithelial-to-mesenchymal transition (EMT). Transcriptoma analysis revealed that Nupr1-deficient and Nupr1wt;KIC PDACs presented enrichment of gene signatures of the human classical- and quasi-mesenchymal (QM)-PDAC respectively. Moreover, Nupr1-deficient;KIC PDACs shared with human classical-PDACs overexpression of Kras-activation genes. In addition, cells derived from Nupr1-deficient;KIC PDACs formed fewer microspheres in vitro compared to Nupr1wt;KIC cells, indicative of stemness impairment in the absence of Nupr1. Finally, we found that Nupr1-deficient;KIC cells were more sensitive to some anticancer drugs than their Nupr1wt counterpart. Hence, this study establishes the pivotal role of Nupr1 in PDAC progression after PanIN and in PDAC EMT in vivo, with an impact in PDAC cell stemness. As a consequence, according to absence or presence of Nupr1, KIC mice develop tumors that phenocopy human classical- or QM-PDAC, respectively, thus becoming attractive models for preclinical drug trials. We investigated the impact of the homozygous deletion of the Nupr1 gene on pancreatic adenocarcinoma development and biology in the Pdx1-cre;LSL-KrasG12D;Ink4a/Arffl/fl (KIC) mouse model.

2012-12-16 | E-GEOD-42322 | biostudies-arrayexpress

MicroRNAs upregulated in cancer associated fibroblasts following gemctiabine treatment

Project description:Cancer associated fibroblasts (CAFs) comprise the majority of the tumor bulk of pancreatic adenocarcinomas (PDACs). Current efforts to eradicate these tumors focus predominantly on targeting the proliferation of rapidly growing cancer epithelial cells. We know that this is largely ineffective with resistance arising in most tumors following exposure to chemotherapy. Despite the long-standing recognition of the prominence of CAFs in PDAC, the effect of chemotherapy on CAFs and how they may contribute to drug resistance in neighboring cancer cells is not well characterized. Here we show that CAFs exposed to chemotherapy play an active role in regulating the survival and proliferation of cancer cells. We found that CAFs are intrinsically resistant to gemcitabine, the chemotherapeutic standard of care for PDAC. Further, CAFs exposed to gemcitabine significantly increase the release of extracellular vesicles called exosomes. These exosomes increased chemoresistance-inducing factor, Snail, in recipient epithelial cells and promote proliferation and drug resistance. Finally, treatment of gemcitabine-exposed CAFs with an inhibitor of exosome release, GW4869, significantly reduces survival in co-cultured epithelial cells, signifying an important role of CAF exosomes in chemotherapeutic drug resistance. Collectively, these findings show the potential for exosome inhibitors as treatment options alongside chemotherapy for overcoming PDAC chemoresistance.

2016-11-01 | GSE85048 | GEO

Identification of Novel Biomarkers in Pancreatic Tumor Tissue to Predict Response to Neoadjuvant ChemotherapyIdentification of Novel Biomarkers in Pancreatic Tumor Tissue to Predict Response to Neoadjuvant Chemotherapy

Project description:Neoadjuvant chemotherapy (NAC) has been of recent interest as an alternative to upfront surgery followed by adjuvant chemotherapy in patients with pancreatic ductal adenocarcinoma (PDAC). However, a subset of patients does not respond to NAC and may have been better managed by upfront surgery. Hence, there is an unmet need for accurate biomarkers for predicting NAC response in PDAC. This project aimed to identify upregulated proteins in tumor tissue from poor- and good-NAC responders.

2020-04-16 | PXD017051 | Pride

mRNA Expression profiles of parental Panc cell lines and Gemcitabine resistance Panc1cell lines

Project description:Gemcitabine (GEM) is a key drug for treating PDAC, and it is commonly used for adjuvant chemotherapy. Although the majority of PDAC is sensitive to GEM at first, GEM cannot control PDAC for very long, suggesting that PDAC develops resistance to GEM after prolonged exposure. No reliable predictors of susceptibility to gemcitabine chemotherapy exist in pancreatic ductal adenocarcinoma. This study assesses gemcitabine resistant PDAC for its specific mRNA expression pattern. Gemcitabine resistant variants of Panc1, a human pancreatic adenocarcinoma cell line, were established. mRNA screening was investigated by microarray.

2016-04-26 | GSE80617 | GEO

Increased glucose availability sensitizes pancreatic cancer to chemotherapy

Project description:Pancreatic cancer (Pancreatic Ductal Adenocarcinoma; PDAC) is highly resistant to chemotherapy. Effective alternative therapies have yet to emerge, and therefore, chemotherapy remains the best available systematic treatment. The discovery of safe and available adjuncts that can improve chemotherapeutic efficacy could potentially improve survival outcomes. We show that a hyperglycemic state enhances the efficacy of conventional single- and multi-agent chemotherapies against PDAC. Molecular analyses of tumors exposed to relatively high glucose levels revealed that GCLC (catalytic subunit of glutamate-cysteine ligase), a key regulator of a metabolic pathway, glutathione biosynthesis, is diminished and underlies chemo-sensitization. Inhibition to GCLC phenocopied the effect of an induced hyperglycemic state in mouse models of PDAC, while rescuing the pathway abrogated the anti-tumor effects observed with chemotherapy treatment under high glucose conditions.

2022-10-18 | MTBLS6000 | MetaboLights

microRNA Expression profiles of parental Panc1 cell lines and Gemcitabine resistance Panc1 cell lines

Project description:Gemcitabine (GEM) is a key drug for treating PDAC, and it is commonly used for adjuvant chemotherapy. Although the majority of PDAC is sensitive to GEM at first, GEM cannot control PDAC for very long, suggesting that PDAC develops resistance to GEM after prolonged exposure. No reliable predictors of susceptibility to gemcitabine chemotherapy exist in pancreatic ductal adenocarcinoma. MicroRNAs (miR) are epigenetic gene regulators with tumorsuppressive or oncogenic roles in various carcinomas. This study assesses gemcitabine resistant PDAC for its specific miR expression pattern. Gemcitabine resistant variants of Panc1, a human pancreatic adenocarcinoma cell line, were established. MicroRNA screening was investigated by microarray.

2016-04-26 | GSE80616 | GEO

Gene expression data from patients with pancreatic ductal adenocarcinoma

Project description:Pancreatic ductal adenocarcinoma (PDAC) is one of the most treatment-resistant malignancies in human. To perform transcriptomic profiling on PDAC, we collected primary PDAC tissues from surgically resected PDAC patients at the Memorial-Sloan Kettering Cancer Center (NY, USA). Morphogenesis of epithelial tissues relies on the precise developmental control of cell polarity and architecture. In the early Drosophila embryo, the primary epithelium forms during cellularisation, following a tightly controlled genetic programme where specific sets of genes are up-regulated. Some of them, for instance, control membrane invagination between the nuclei anchored at the apical surface of the syncytium. We used microarrays to detail transcritomic profiling of PDACs.

2021-09-23 | GSE184585 | GEO

miRNA signatures underly chemoresistance in the gemcitabine-resistant pancreatic ductal adenocarcinoma cell line MIA PaCa-2 GR

Project description:Chemotherapy resistance is a major clinical issue for pancreatic adenocarcinoma (PDAC). MicroRNAs (miRNAs) play an important role in cancer progression and chemoresistance. In this study, we addressed the association between miRNA expression profiles and gemcitabine (Gem) resistance. A Gem sensitive (GS) PDAC cancer cell line, MIA PaCa-2, and its Gem resistant (GR) progeny MIA PaCa-2 GR, was used to determine miRNA expression changes by resistance to Gemcitabine. miRNA-seq was used to determine the miRNA expression profiles in these cell lines. Ingenuity Pathway Analysis (IPA) was performed to determine the biological functions of differentially expressed miRNAs. In total, 1867 miRNAs were detected in the two cell lines. We found that the miRNA expression profiles were different between the GR and its sensitive isogenic parental GS cell line, and certain differentially expressed miRNAs were only detected in one or the other of these PDAC cell lines. A total of 97 (5.2%) miRNAs were significantly differentially expressed between GR and the GS cell lines, of which 65 (3.5%) miRNAs were upregulated and 32 (1.7%) miRNAs were downregulated. The miRNAs with the most significant differential expression in the GR cell line as compared with GS were primarily involved in the following biological processes: cell proliferation, cell migration & invasion, chemo-sensitization, alternative splicing, apoptosis, and angiogenesis. These miRNAs from cell lines were further refined to a subset and were analyzed in patient samples where expression was used to identify patients with recurrent tumors. Taken together, the results suggest that these miRNAs may play important roles in Gem resistance in PDAC. This study’s findings provides a basis for further research in the diagnosis and treatment selection for PDACs with gemcitabine resistance.

2024-07-01 | GSE269190 | GEO

Expression data from pancreatic ductal adenocarcinoma (PDAC) cell lines AsPC1, BxPC3 and their cisplatin-resistant derivatives AsPC1-R and BxPC3-R

Project description:Cisplatin is a broad-spectrum anticancer drug, which is estimated to be administered to 40-80% of patients undergoing chemotherapy. However, its clinical utility is often limited due to factors that include acquired resistance of cancer cells to cisplatin. Because cisplatin is currently evaluated as a prospective agent for combined chemotherapy of pancreatic ductal adenocarcinoma (PDAC), we have investigated mechanisms involved in the acquired resistance of PDAC cells to cisplatin using gene expression study of two different parental-resistant pairs of PDAC cell lines. We have developed cisplatin-resistant cell lines AsPC1-R and BxPC3-R from their parental PDAC cell lines AsPC1 and BxPC3, respectively, by culturing them in medium with step-wise increasing concentration of cisplatin. Parental and resistant pairs of PDAC cells were analyzed by whole-transcript gene expression analysis.

2015-11-30 | GSE73978 | GEO

OmicsDI is part of the ELIXIR infrastructure

OmicsDI is an Elixir interoperability service. Learn more ›

Tweets

OmicsDI Databases

PRIDE
PeptideAtlas
MassIVE
JPOST Repository
Physiome Model Repository

EGA
EVA
ENA
LINCS
PAXDB
Cell Collective

MetaboLights
Metabolomics Workbench
MetabolomeExpress
GNPS
BioModels
FAIRDOMHub

ArrayExpress
dbGaP
ExpressionAtlas
GEO
NODE

Information

Databases
Help
API
Contact us
Code on GitHub
Terms of use
Submit Data