Metabolomics,Unknown,Transcriptomics,Genomics,Proteomics

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MicroRNA screening in human pancreatic carcinoma cell lines

ABSTRACT: 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 chemoresistant PDAC for its specific miR expression pattern. Gemcitabine-resistant variants of two mutant p53 human pancreatic adenocarcinoma cell lines were established. MicroRNA screening was investigated by microarray. Gemcitabine-resistant PANC-1 (PANC-1-GR) and MIA-PaCa-2 (MIA-PaCa-2-GR) cell clones were produced by exposing the parental cells to repeated pulsatile gemcitabine treatment over 3 days with constant sublethal concentrations followed by recovery-periods with agent-free medium until the cells recovered exponentially. Parental PANC-1 cells were treated with 0.4ÂµM gemcitabine cycles for approximately 9 months. Parental MIA-PaCa-2 cells were exposed to 0.06ÂµM gemcitabine cycles for approximately 12 months. Affymetrix GeneChip miRNA microarrays (Affymetrix UK Ltd., High Wycombe, UK) were performed in parental and chemoresistant PANC-1 and MIA-PaCa-2 cells after 29 chemotherapy cycles using the manufacturersÂ´ protocols. The samples were prepared from 1Âµg of total-RNA in accordance with the Affymetrix FlashTag Biotin HSR RNA Labeling Kit. The targets were hybridized overnight to Affymetrix GeneChip miRNA arrays. Following hybridization, the arrays were washed and stained using the Affymetrix GeneChip Fluidics Station 450 and scanned using the Affymetrix GeneChip Scanner 3000 7G. Microarray data quality was checked as recommended by the manufacturer and by the quality metrics in the Partek Genomics Suite software (Partek Inc., St. Louis, MO).

ORGANISM(S): Homo sapiens

SUBMITTER: Sameer Dhayat

PROVIDER: E-GEOD-74565 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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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.

Project description:The molecular mechanisms underlying exceptional radioresistance in pancreatic cancer remain elusive. In the present study, we established a stable radioresistant pancreatic cancer cell line MIA PaCa-2-R by exposing the parental MIA PaCa-2 cells to fractionated ionizing radiation (IR). Systematic proteomics and bioinformatics comparison of protein expression in MIA PaCa-2 and MIA PaCa-2-R cells revealed that several growth factor- and cytokine-mediated pathways, including the OSM/STAT3, PI3K/AKT and MAPK/ERK pathways, were activated in the radioresistant cells, leading to enhanced cell migration, invasion and epithelial-mesenchymal transition (EMT), and inhibition of apoptosis. We focused functional analysis on one of the most upregulated proteins in the radioresistant cells, CD73, which is a cell surface protein that is overexpressed in a variety types of cancer. Ectopic overexpression of CD73 in the parent cells resulted in radioresistance and conferred resistance to IR-induced apoptosis. Knockdown of CD73 resensitized the radioresistant cells to IR and IR-induced apoptosis. The effect of CD73 on radioresistance and apoptosis is independent of the enzymatic activity of CD73. Further studies suggest that CD73 confers acquired radioresistance in pancreatic cancer cells at least in part through inactivating proapoptotic protein BAD via phosphorylation of BAD at Ser-136. Furthermore, we found that knockdown of CD73 in the radioresistant cells alone reverted the gene expression and phenotype of the radioresistant cells from those of mesenchymal-like cells to the ones of epithelial cells, demonstrating that CD73 upregulation is required for maintaining EMT in the radioresistant cells. Our results support the notion that the enhanced growth factor/cytokine signaling that promotes epithelial-mesenchymal plasticity, and acquisition of cancer stem-like cell properties contributes to acquired radioresistance in the residual surviving cells after fractionated irradiation, and that CD73 is a novel downstream factor of those enhanced signaling and acts to confers acquired radioresistance and maintains EMT in the radioresistant pancreatic cancer cells.

Project description:Identification and characterization of epigenetically silenced genes is very important for cancer research. Particularly, information of hypermethylated genes provides clues to understand roles of epigenetics in tumorigeneses, and genes frequently methylated in a tumor-specific manner can be used as tumor markers. DNA methylation inhibitors such as 5-aza-cytidine or 5-aza-2M-bM-^@M-^Y-deoxycytidine were widely used to search epigenetically silenced genes. However, these inhibitors frequently upregulate genes whose promoters remain unmethylated. We tried to improve the specificity and sensitivity in detecting such methylation-mediated silenced genes in cancer and successfully developed a new method termed M-bM-^@M-^\methyl-CpG targeted transcriptional activation (MeTA)M-bM-^@M-^] by using a transcriptional activating fragment with a methyl-CpG binding domain (MBD) that specifically recognizes and binds to methylated DNAs. Because MBD proteins in fact mediate transcriptional repression of tumor suppressor genes associated with promoter hypermethylation in cancer, MeTA is thought to be one of the ideal methods to search such genes. In the present study, we applied this method to three representative pancreatic cancer cell lines, AsPC-1, MIA PaCa-2, and PANC-1, with a normal pancreatic ductal epithelial cell line HPDE (as the control). All of these cell lines have already been analyzed their expression profiles by 5-aza-2M-bM-^@M-^Y-deoxycytidine. We first analyzed the expression of five genes by RT-PCR with Southern hybridization, NEFH, NPTX2, SFRP1, TIMP3, and UCHL1; these genes are known to be methylated in at least any one of these cancer cell lines. Upregulation by M-bM-^@M-^\MeTAM-bM-^@M-^] was confirmed in all of these genes. Then we searched for upregulated-genes, by two-folds or more, in all the three cancer cell lines after MeTA; nineteen such upregulated genes were identified. Among these, sixteen genes except NEFH, HOXA9, and CLDN5 have not been reported previously using the conventional DNA methylation inhibitors. Methylation status of two genes, SLC32A1 and CSMD2, were further analyzed by methylation-specific PCR and found that SLC32A1 and CSMD2 were methylated in 100% (21/21) and 83% (15/18) pancreatic cancer cell lines analyzed, respectively. Our results suggest that M-bM-^@M-^\MeTAM-bM-^@M-^] is a highly efficient method to isolate methylation-mediated transcriptionally silenced genes in human pancreatic cancer and that this method can be applied to other types of human cancer. Three representative pancreatic cancer cell lines, AsPC-1, MIA PaCa-2, and PANC-1, with a normal pancreatic ductal epithelial cell line HPDE (as the control) were transfected with pcDNA6/myc-His vector or pcDNA6-3xFLAG-NFkB (AD)-MBD and were harvested 48 h after transfection.

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MicroRNA screening in human pancreatic carcinoma cell lines

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