MRNA-seq of gemcitabine resistant pancreatic cancer cell line subclones derived from BxPC3
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ABSTRACT:
PROVIDER: PRJEB48965 | ENA |
REPOSITORIES: ENA
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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: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: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:In order to define the role of the Hexosamine Biosynthetic Pathaway (HBP) in pancreatic cancer cells proliferation, survival and gemcitabine resistance, we treated MiaPaCa2 and BxPC3 cells with FR054, a novel HBP inhbitor, and gemcitabine either alone or in combination for 48h
2023-05-08 | GSE223303 | GEO
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:Gemcitabine resistance is currently the main problem of chemotherapy for advanced pancreatic cancer patients. The resistance is thought to be caused by altered drug metabolism or reduced apoptosis of cancer cells. However, the underlying mechanism of Gemcitabine resistance in pancreatic cancer remains unclear. In this study, we established Gemcitabine resistant PANC-1 (PANC-1-GR) cell lines and compared the circular RNAs (circRNAs) profiles between PANC-1 cells and PANC-1-GR cells by RNA sequencing.
2019-07-07 | GSE110580 | GEO
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:Pancreatic ductal adenocarcinoma (PDAC) is the most lethal cancer with limited therapeutic options, and gemcitabine insensitivity remains a major challenge. N6-methyladenosine (m6A) is a prevalent nucleotide modification in mRNA that has been linked to various biological processes in human diseases, yet its role in drug sensitivity of cancer remains largely unknown. Herein, by detecting the global m6A profile in a panel of gemcitabine-sensitive and gemcitabine-insensitive PDAC cells, we identified the key role of hyper-m6A modification of the master G0/G1 regulator Fizzy and Cell Division Cycle 20 Related 1 (FZR1) in regulating gemcitabine sensitivity. Targeting m6A modification of FZR1 improves the gemcitabine treatment response of gemcitabine-insensitive PDAC cells in vitro and in vivo. Mechanistically, Gem Nuclear Organelle Associated Protein 5 (GEMIN5) was identified as a novel m6A mediator that specifically binds to m6A-modified FZR1 and recruits the eIF3 translation initiation complex to accelerate FZR1 translation. Upregulation of FZR1 maintains the G0/G1 quiescent state and impairs gemcitabine sensitivity of PDAC cells. Further clinical analysis showed that both high levels of FZR1 m6A modification and FZR1 protein indicated a poor response to gemcitabine. These findings unveil the critical function for m6A modification in regulating gemcitabine sensitivity in PDAC and identify the m6A-FZR1 axis as a potential target to enhance gemcitabine response.
2023-06-08 | GSE206969 | GEO