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Profiling of cutaneous tumors

ABSTRACT: Metastasis and drug-resistance are major problems in cancer chemotherapy. The purpose of this work was to analyze the molecular mechanisms underlying the invasive potential of drug-resistant colon carcinoma cells. Cellular models included the parental HT-29 cell line and its drug-resistant derivatives selected after chronic treatment with either 5-fluorouracil (5-FU), methotrexate (MTX), doxorubicin (DOX) or oxaliplatin (OXA). Drug-resistant invasive cells were compared to non invasive cells using cDNA microarray, qRT-PCR, flow cytometry, immunoblots and ELISA. Functional and cellular signaling analyses were undertaken using pharmacological inhibitors, function-blocking antibodies, and silencing by retrovirus-mediated RNA interference. 5-FU- and MTX-resistant HT-29 cells expressing an invasive phenotype in collagen type I and a metastatic behaviour in immunodeficient mice exhibited high expression of the chemokine receptor CXCR4. Macrophage migration inhibitory factor (MIF) was identified as the critical autocrine CXCR4 ligand promoting invasion in drug-resistant colon carcinoma HT-29 cells. Silencing of CXCR4 and impairing the MIF-CXCR4 signaling pathways by ISO-1, pAb FL-115, AMD-3100, mAb 12G5, and BIM-46187 abolished this aggressive phenotype. Induction of CXCR4 is associated with up-regulation of two genes encoding transcription factors previously shown to control CXCR4 expression (HIF-2a and ASCL2) and maintenance of intestinal stem cells (ASCL2). Enhanced CXCR4 expression was detected in liver metastases resected from colon cancer patients treated by the standard FOLFOX regimen. Combination therapies targeting the CXCR4-MIF axis can potentially counteract the emergence of the invasive metastatic behaviour in clonal derivatives of drug-resistant colon cancer cells.

ORGANISM(S): Mus musculus Homo sapiens

PROVIDER: GSE20147 | GEO | 2010/07/07

SECONDARY ACCESSION(S): PRJNA125569

REPOSITORIES: GEO

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Project description:Metastasis and drug-resistance are major problems in cancer chemotherapy. The purpose of this work was to analyze the molecular mechanisms underlying the invasive potential of drug-resistant colon carcinoma cells. Cellular models included the parental HT-29 cell line and its drug-resistant derivatives selected after chronic treatment with either 5-fluorouracil (5-FU), methotrexate (MTX), doxorubicin (DOX) or oxaliplatin (OXA). Drug-resistant invasive cells were compared to non invasive cells using cDNA microarray, qRT-PCR, flow cytometry, immunoblots and ELISA. Functional and cellular signaling analyses were undertaken using pharmacological inhibitors, function-blocking antibodies, and silencing by retrovirus-mediated RNA interference. 5-FU- and MTX-resistant HT-29 cells expressing an invasive phenotype in collagen type I and a metastatic behaviour in immunodeficient mice exhibited high expression of the chemokine receptor CXCR4. Macrophage migration inhibitory factor (MIF) was identified as the critical autocrine CXCR4 ligand promoting invasion in drug-resistant colon carcinoma HT-29 cells. Silencing of CXCR4 and impairing the MIF-CXCR4 signaling pathways by ISO-1, pAb FL-115, AMD-3100, mAb 12G5, and BIM-46187 abolished this aggressive phenotype. Induction of CXCR4 is associated with up-regulation of two genes encoding transcription factors previously shown to control CXCR4 expression (HIF-2a and ASCL2) and maintenance of intestinal stem cells (ASCL2). Enhanced CXCR4 expression was detected in liver metastases resected from colon cancer patients treated by the standard FOLFOX regimen. Combination therapies targeting the CXCR4-MIF axis can potentially counteract the emergence of the invasive metastatic behaviour in clonal derivatives of drug-resistant colon cancer cells. Samples: HT-29 cell clones were obtained by limiting dilution from HT-29 subpopulations resistant to methothrexate (HT-29 5M21 cell clone) and or to 5-Fluoro-uracil (HT-29 5F7 and HT-29 5F31). Samples were provided by Dr. T Lesuffleur. Xenografts: HT-29 5M21, HT-29 5F7, and HT-29 5F31 xenografts were obtained by a first subcutaneous inoculation of cells in Nude mice and then fragments of subcutaneous tumors were reimplantated in SCID mice. First experiment of microarrays: HT-29 5M21 and HT-29 5F7 cells (that are invasive in in vitro assays on type I collagen) were compared to HT-29 5F31 cells (that are not invasive in vitro on type I collagen). Samples were co-hybridized on Agilent Human 44K GEP arrays (respectively 5F31 vs 5M21, 5F31 vs 5F7, 5M21 vs 5F31 and 5F7 vs 5F31). Second experiment of microarrays: HT-29 5M21 and HT-29 5F7 xenografts (that develop metastases in immuno-deficient mice lungs) were compared to HT-29 5F31 xenografts (that do not develop metastases in immuno-deficient mice lungs). Samples were consequently co-hybridized on human and mouse 4x44K GEP arrays (respectively AG41_5F31-5M21-138869, AG39_5F31-5F7-138867, AG42_5M21-5F31-138870 and AG40_5F7-5F31-138868 for human microarrays; 5M21_5F31_27033_4, 5F31_5M21_27033_3, 5F7_5F31_27033_2 and 5F31_5F7_27033_1_1 for mouse microarrays).

Project description:A summary of the work associated to these microarrays is the following: MicroRNAs (miRNAs) are small non-coding RNAs involved in RNA silencing that play a role in many biological processes. They are involved in the development of many diseases, including cancer. Extensive experimental data show that they play a role in the pathogenesis of cancer as well as the development of drug resistance during treatment. MiRNA microarrays of sensitive and MTX-resistant HT29 colon cancer cells were performed. The results were analyzed using the GeneSpring GX11.5 software. Differentially expressed microRNAs in resistant cells were identified and miR-224, which was greatly underexpressed and displayed robust raw signal values, was selected for further studies. Putative targets were predicted using TargetScan 5.1 software and intersected with the data from expression microarrays previously performed. This approach allowed us to identify miR-224 targets that were differentially expressed more than 2-fold in resistant cells. Among them, ARL3, CDS2, DCP2, HSPC159, MYST3 and SLC4A4 were validated at the mRNA level by qRT-PCR. Functional assays using an anti-miR against miR-224 desensitized the cells toward MTX, mimicking the resistant phenotype. On the other hand, siRNA treatment against SLC4A4 or incubation of Poly Purine Reverse Hoogsteen (PPRH) hairpins against CDS2 or HSPC159 increased sensitivity to MTX. These results revealed a role for miR-224 and its targets in MTX resistance in HT29 colon cancer cells. KEYWORDS Methotrexate, miRNAs, drug resistance, DHFR Two cell lines are compared in the study, which are HT29 colon cancer cells sensitive to methotrexate and HT29 cells resistant to 10e-5M MTX. Six samples are provided which correspond to 3 samples for the control condition and 3 samples for the resistant condition. Data files from miRNA and mRNA (previously submitted to GEO as GSE11440) microarrays were analyzed with GeneSpring GX11.5 software (Agilent Technologies) to find differentially expressed miRNAs and their cellular target genes in the resistant cell lines compared to their sensitive counterparts.

Project description:A summary of the work associated to these microarrays is the following: The need for an integrated view of all data obtained from high-throughput technologies gave rise to network analyses. These are especially useful to rationalize phenomena in terms of how external perturbations propagate through the expression of genes. To address this issue in the case of drug resistance, we constructed Biological Association Networks of genes differentially expressed in cell lines resistant to methotrexate (MTX). Seven cell lines representative of different types of cancer including colon cancer (HT29 and Caco2), breast cancer (MCF7 and MDA-MB-468), pancreatic cancer (MIA PaCa-2), erythroblastic leukemia (K562) and osteosarcoma (Saos-2), were used. The differential expression pattern between sensitive and MTX-resistant cells was determined by microarrays covering the whole human genome and analyzed with the GeneSpring GX software package, v.7.3.1. Genes deregulated in common in the two colon cancer cell lines studied, were subject of Biological Association Networks construction. Dikkopf homolog-1 (DKK1) was a clear node of this network, and functional validations of this target using a siRNA showed a chemosensitization toward MTX. Members of the UDP-glucuronosyltransferase 1A (UGT1A) family formed a network of differentially expressed genes in the two breast cancer cell lines studied. siRNA treatment against UGT1A showed also an increase in MTX sensitivity. Eukaryotic translation elongation factor 1 alpha 1 (EEF1A1) was a gene overexpressed in common among the pancreatic cancer, leukemia and osteosarcoma cell lines, and siRNA treatment against EEF1A1 produced a chemosensitization toward MTX. Biological Association Networks identified DKK1, UGT1As and EEF1A1 as important gene nodes in MTX-resistance. Treatments using iRNA technology against these three genes show chemosensitization toward MTX. Two cell lines are compared, which are Caco2 colon cancer cells sensitive to methotrexate and Caco2 cells resistant to 10e-5M MTX. Six samples are provided, which correspond to triplicates of each cell line. The samples provided were analyzed using the specific software GeneSpring GX.

Project description:A summary of the work associated to these microarrays is the following:; Methotrexate (MTX) is one of the earliest cytotoxic drugs used in cancer therapy, and despite the isolation of multiple other folate antagonists, methotrexate maintains its significant role as a treatment for different types of cancer and other disorders. The usefulness of treatment with methotrexate is limited by the development of drug resistance, which may be acquired through different ways. To get insights into the mechanisms associated with drug resistance and sensitization we have performed a functional analysis of genes deregulated in methotrexate resistant cells, either due to its co-amplification with the DHFR gene or as a result of a transcriptome screening using microarrays. Genes adjacent to dhfr locus and included in the 5q14 amplicon were overexpressed in HT29 MTX-resistant cells. Treatment with siRNAs against those genes caused a slight reduction in cell viability in both HT29 sensitive and resistant cells. On the other hand, microarray analysis of HT29 and HT29 MTX resistant cells unveiled overexpression of caveolin 1, enolase 2 and PKCa genes in treated cells without concomitant copy number gain. siRNAs against these three genes effectively reduced cell viability and caused a decreased MTX resistance capacity. Moreover, overexpression of E-cadherin, which was found underexpressed in MTX-resistant cells, also sensitized the cells toward the chemotherapeutic agent. We provide functional evidences indicating that caveolin 1 and E-cadherin may play a critical role in cell survival and may constitute potential targets for coadjuvant therapy. Experiment Overall Design: Two cell lines are compared in the study, which are HT29 colon cancer cells sensitive to methotrexate and HT29 cells resistant to 10e-5M MTX. Six samples are provided which correspond to triplicated of each cell line. The samples provided were subsequently normalyzed and analyzed using the specific software GeneSpring GX v7.3.1.

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Profiling of cutaneous tumors

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