Transcription profiling of human cell lines sensitive and resistant to gemcitabine
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ABSTRACT:
ORGANISM(S): Homo sapiens
SUBMITTER: Xiyong Liu
PROVIDER: E-GEOD-3344 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
Similar Datasets
Project description:KBwt is a KB parental cell KBHURs is a hydroxyurea resistant KB clone KBGem is a gemcitabine resistant KB clone Keywords: HU95 V2
2007-08-30 | GSE3344 | GEO
Project description:Purpose: Chemotherapy is pivotal in the multimodal treatment of pancreatic cancer patients. In recent years, technical advances have developed experimental methods that unveiled a high degree of inter- and intratumoral heterogeneity in pancreatic cancer. We hypothesized that intratumoral heterogeneity (ITH) impacts response to gemcitabine treatment and demands specific targeting of resistant subclones. Experimental Design: We addressed the effect of ITH on response to gemcitabine treatment using single cell-derived cell lines (SCDCL) from the classical-like cell line BxPC3 and the basal-like cell line Panc-1 which were analyzed by mRNA-seq and mass spectrometry. Results: Individual SCDCLs of the parental tumor cell populations of BxPC3 and Panc-1 showed considerable heterogeneity in response to gemcitabine. Unsupervised principal component analysis (PCA) including the 1,000 most variably expressed genes showed a clustering of the SCDCLs according to their respective sensitivity to gemcitabine treatment for BxPC3, while this clustering was less clear for Panc-1. In BxPC3 SCDCLs, enriched signaling pathways EMT, TNF signaling via NfKB, and IL2STAT5 signaling correlated with more resistant behavior to gemcitabine. In Panc-1 SCDCLs MYC targets V1 and V2 as well as E2F targets were associated with stronger resistance to gemcitabine. Feature extraction of proteomes again identified less proteins whose expression was associated with the response of individual SCDCLs in Panc-1 compared to BxPC3. Based on molecular profiles, we could show that the gemcitabine-resistant SCDCLs of both BxPC3 and Panc-1 are more sensitive to the BET inhibitor JQ1 compared to the respective gemcitabine-sensitive SCDCLs. Conclusions: Our model system of SCDCLs identified gemcitabine-resistant subclones within a parental tumor population and provides evidence for the critical role of ITH for treatment response in pancreatic cancer. Through molecular profiling, we identified specific signaling pathways and protein signatures that might help to explain the differential response to treatment among clones. We exploited these molecular differences for an improved and more targeted therapy of resistant subclones of a heterogeneous tumor.
2023-09-19 | PXD042256 | Pride
Project description:Purpose: Chemotherapy is pivotal in the multimodal treatment of pancreatic cancer patients. In recent years, technical advances have developed experimental methods that unveiled a high degree of inter- and intratumoral heterogeneity in pancreatic cancer. We hypothesized that intratumoral heterogeneity (ITH) impacts response to gemcitabine treatment and demands specific targeting of resistant subclones. Results: Individual SCDCLs of the parental tumor cell populations of BxPC3 and Panc-1 showed considerable heterogeneity in response to gemcitabine. Unsupervised principal component analysis (PCA) including the 1,000 most variably expressed genes showed a clustering of the SCDCLs according to their respective sensitivity to gemcitabine treatment for BxPC3, while this clustering was less clear for Panc-1. In BxPC3 SCDCLs, enriched signaling pathways EMT, TNF signaling via NfKB, and IL2STAT5 signaling correlated with more resistant behavior to gemcitabine. In Panc-1 SCDCLs MYC targets V1 and V2 as well as E2F targets were associated with stronger resistance to gemcitabine. Feature extraction of proteomes again identified less proteins whose expression was associated with the response of individual SCDCLs in Panc-1 compared to BxPC3. Based on molecular profiles, we could show that the gemcitabine-resistant SCDCLs of both BxPC3 and Panc-1 are more sensitive to the BET inhibitor JQ1 compared to the respective gemcitabine-sensitive SCDCLs. Conclusions: Our model system of SCDCLs identified gemcitabine-resistant subclones within a parental tumor population and provides evidence for the critical role of ITH for treatment response in pancreatic cancer. Through molecular profiling, we identified specific signaling pathways and protein signatures that might help to explain the differential response to treatment among clones. We exploited these molecular differences for an improved and more targeted therapy of resistant subclones of a heterogeneous tumor.
2023-05-20 | GSE232549 | GEO
Project description:This experiment describes the differential microRNA expression between parental gemcitabine-sensitive BxPC-3 cells and their resistant subclones, Bx-GEM. To select for the resistant subclones, parental BxPC-3 cells were treated with increasing concentrations of gemcitabine (10, 25, 50, 100 and 200 nM) for more than one year. Cells resistant at each stage of drug dosing were re-cultured in the subsequent dose, and their resistance confirmed via cell viability assays. Subclones resistant to 200 nM gemcitabine, in additon to the parental cells were used for microRNA profiling by array. Total RNA was extracted from the cells using the miRNeasy Mini Kit (Qiagen). Fluorescently-labeled miRNA were prepared according to Agilent protocol miRNA Complete Labeling and Hyb Kit. Labeled miRNA sample were hybridized for at least 20 hr at 55C on Agilent human miRNA Microarray Release 19.0, 8x60k. Gene Expression Microarrays were scanned using the Agilent Scanner G2505C.
2017-01-20 | E-MTAB-4927 | biostudies-arrayexpress
Project description:We generated gemcitabine resistant subclones from the human pancreatic cancer cell line BxPC3 using chronic low dose exposure to gemcitabine. Three gemcitabine resistant subclones (BxGR-80C, BxGR-120C and BxGR-360C) were sequenced in addition to BxPC3 cells.
2021-12-21 | E-MTAB-11186 | biostudies-arrayexpress
Project description:This experiment describes the differential gene expression between parental gemcitabine-sensitive BxPC-3 cells and their resistant subclones, Bx-GEM. To select for the resistant subclones, parental BxPC-3 cells were treated with increasing concentrations of gemcitabine (10, 25, 50, 100 and 200 nM) for more than one year. Cells resistant at each stage of drug dosing were re-cultured in the subsequent dose, and their resistance confirmed via cell viability assays. Subclones resistant to 200 nM gemcitabine, in additon to the parental cells were used for gene profiling by array. Total RNA was extracted from the cells using the miRNeasy Mini Kit (Qiagen). The Illumina TotalPrep RNA Amplification Kit (life technologie) was used to generate single-stranded cRNA from input amounts of 500ng total RNA. 1,5 ug of cRNA were hybridized for 17 hr at 58°C on Illumina human HT12-Microarray using the Standard Illumina Hybridisation Protocol Part # 11322355 (Whole-Genome Gene Expression Direct Hybridization Assay Guide). Gene Expression Microarrays were scanned using the Illumina iScan-Scanner according to the Standard Illumina Scanning Protocol Part # 11322355 (Whole-Genome Gene Expression Direct Hybridization Assay Guide).
2017-01-20 | E-MTAB-4901 | biostudies-arrayexpress
Project description:Chemoresistance to gemcitabine limits its clinical implementation for pancreatic ductal adenocarcinoma (PDAC). We previously generated an antibody drug conjugate (ADC) -like agent, EGFR/HER2 dual-targeting ligand-based lidamycin (DTLL), and studied the effect of DTLL combined with gemcitabine and the potential role of SMAD4 in the chemoresistance of PDAC. On the basis of SMAD4 profiles in in vitro and in vivo models, we investigated the antitumor effects of DTLL, gemcitabine and their combination, followed with mechanistic characterization. The results suggested that DTLL combination treatment with gemcitabine significantly repressed tumors with remarkably enhanced efficacy as compared to gemcitabine or DTLL alone given in either SMAD4-deficient/gemcitabine-resistant or SMAD4-sufficient/gemcitabine-sensitive cell line derived xenograft (CDX) and patient derived xenograft (PDX) tumors, respectively. Functional studies indicated that SMAD4 genetic status is responsible for SMAD4 protein level which determines different cellular susceptibility of PDAC. R100T mutation contributes to loss of SMAD4 protein and function with rapid protein degradation, leading to resistance to gemcitabine in PDAC cells. Moreover, DTLL significantly altered the protein half-life time and level of mutant and wild-type SMAD4 by inhibiting protein degradation at different velocities and distinctly changing the interaction of SMAD4 with TRIM33. Mechanism studies implied that DTLL combinational treatment might not only prevent from neoplastic proliferation via blockage of ATK/mTOR signaling and anti-apoptotic proteins (Bcl-2 and MCL1) mediated by impaired NF-B function in SMAD4-sufficient/gemcitabine-sensitive PDAC cells, but also restore the bioactivity of SMAD4 as a tumor suppressor to trigger its downstream NF-B-regulated signaling of cell apoptosis in SMAD4-deficient/gemcitabine-resistant tumors. In conclusion, SMAD4 is the key central mediator of not only the occurrence and development but also susceptibility in PDAC. DTLL sensitized gemcitabine efficacy via distinct action mechanisms based on SMAD4 profiles in SMAD4-sufficient/gemcitabine-sensitive and SMAD4-deficient/-resistant PDAC, respectively. Our findings provide insight into a rational SMAD4-directed precision treatment strategy and reveal a promising DTLL combination therapy to overcome chemoresistance in gemcitabine-resistant PDAC.
2022-03-02 | PXD031977 |
Project description:Next-generation sequencing was applied to compare the transcriptom of 1) SW1990 human pancreatic cancer cell lines and its gemcitabine-resistant derivative established with long-term exposure in medium containing 100 nM gemcitabine; 2) TRA-1-81+ cells and TRA-1-81- cells isolated from SW1990 human pancreatic cancer cell line.
2017-03-31 | GSE79953 | GEO
Project description:Treatment options for advanced gallbladder cancer (GBC) are scarce and usually rely on cytotoxic chemotherapy, but unfortunately the effectiveness of any regimen is limited, and recurrence rates are high. Here, we established and characterized two gemcitabine-resistant GBC cell sublines (NOZ GemR and TGBC1 GemR) to investigate the molecular mechanisms associated with acquired resistance in vitro. The transcriptome profiling of parental and gemcitabine resistant cells revealed differential expression of multiple protein-coding genes and enrichment of biological processes such as epithelial-to-mesenchymal transition and drug metabolism. On the other hand, quantitative phosphotyrosine proteomic analysis of NOZ GemR identified aberrantly dysregulated signaling pathways in resistant cells as well as active kinases, such as Abl, PDGFRA, EphB2 and members of the Src-family that could be novel therapeutic targets against drug resistance in GBC. In line with this, NOZ GemR cells showed increased sensitivity toward the multikinase inhibitor dasatinib compared with parental cells. In conclusion, our study describes transcriptome changes and altered signaling pathways occurring in gemcitabine-resistant gallbladder cancer cells, which greatly expands our understanding of the underlying mechanisms of acquired drug-resistance in GBC. Moreover, this new gemcitabine resistant GBC models could be exploited either to study alternative mechanisms of resistance or to explore new therapies for chemotherapy-refractory GBC.
2023-05-03 | PXD036348 | Pride
Project description:To investigate the transcriptional alterations that occur during the development of gemcitabine resistance in pancreatic cancer cells, we established gemcitabine-resistant SW1990 cells, referred to as SW1990R. We then employed RNA-seq to explore the transcriptome changes between the gemcitabine-resistant cells and their parental counterparts.
2024-09-23 | GSE247165 | GEO