Metabolomics,Unknown,Transcriptomics,Genomics,Proteomics

Dataset Information

Transcriptomic signature induced in bone marrow Mesenchymal Stromal Cells (MSC) after interaction with malignant multiple myeloma cells: implications in myeloma progression.

ABSTRACT: Mesenchymal stromal cells (MSCs) derived from the BM of healthy donors (dMSCs) and myeloma patients (pMSCs) were co-cultured with the model myeloma cell line - MM.1S -, and the gene expression profile of MSCs induced by this interaction was analyzed using high density oligonucleotide microarrays. Deregulated genes in co-culture common to both d/pMSCs revealed functional involvement in tumor microenvironment cross-talk, myeloma growth induction and drug resistance, angiogenesis and signals for osteoclast activation and inhibition of osteoblasts. Additional genes induced by co-culture were exclusively deregulated in pMSCs and were predominantly associated to RNA processing, the ubiquitine-proteasome pathway, regulation of cell cycle and Wnt signaling. Primary MSCs from bone marrow (BM) samples of healthy donors (n=8) and multiple myeloma (MM) patients (n=13) were generated as described by Garayoa et al. 2009 (PMID:19357701). Ficoll-Paque density gradient separation medium was used to isolate mononuclear cells from BM aspirates. MSCs were selected by adherence to plastic and subsequently expanded until passage 2 when they were used for co-culture. For the MSC-MM.1S co-cultures we used a 6-well format transwell system with 1 M-BM-5m pore size membrane. Briefly, 2 X 10^4 MSCs were first cultured attached to the lower side of the membrane, and when reached M-bM-^IM-^H 85% confluence 1 X 10^6 MM.1S cells were seeded on the upper side. After 24 h co-culture in RPMI 1640 medium supplemented with 10% FBS and antibiotics, MSCs were recovered by trypsinization, washed once in PBS and stored at -80M-BM-0C in RLT buffer (Qiagen) until RNA extraction. Absence of MM.1S cells in the recovered MSC population was assessed in selected samples by flow cytometry analysis.

ORGANISM(S): Homo sapiens

SUBMITTER: Javier De Las Rivas

PROVIDER: E-GEOD-46053 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Transcriptomic profile induced in bone marrow mesenchymal stromal cells after interaction with multiple myeloma cells: implications in myeloma progression and myeloma bone disease.

Garcia-Gomez Antonio A De Las Rivas Javier J Ocio Enrique M EM Díaz-Rodríguez Elena E Montero Juan C JC Martín Montserrat M Blanco Juan F JF Sanchez-Guijo Fermín M FM Pandiella Atanasio A San Miguel Jesús F JF Garayoa Mercedes M

Oncotarget 20140901 18

Despite evidence about the implication of the bone marrow (BM) stromal microenvironment in multiple myeloma (MM) cell growth and survival, little is known about the effects of myelomatous cells on BM stromal cells. Mesenchymal stromal cells (MSCs) from healthy donors (dMSCs) or myeloma patients (pMSCs) were co-cultured with the myeloma cell line MM.1S, and the transcriptomic profile of MSCs induced by this interaction was analyzed. Deregulated genes after co-culture common to both d/pMSCs reveal ...[more]

PMID: 25268740

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Project description:Conventional anti-cancer drug screening is typically performed in the absence of accessory cells (e.g. stromal cells) of the tumor microenvironment, which can profoundly alter anti-tumor drug activity. To address this major limitation, we have developed assays (e.g. the tumor cell-specific in vitro bioluminescence imaging (CS-BLI) assay) to selectively quantify tumor cell viability, in presence vs. absence of non-malignant stromal cells or drug treatment. These assays have allowed us to identify that neoplastic cells from diverse malignancies exhibit stroma-induced resistance to different anti-tumor agents. In this analysis, we evaluated the molecular changes triggered in myeloma cells by their in vitro interaction with stromal cells. The transcriptional profile of 3 human multiple myeloma (MM) cell lines (MM.1S, MM.1R, INA-6) co-cultured with stromal cells vs. when cultured alone was characterized by oligonucleotide microarray analysis, using the human U133 plus 2.0 Affymetrix GeneChip. Three human multiple myeloma (MM) cell lines (MM.1S, MM.1R, INA-6) stably expressing green fluorescent protein (GFP) were cultured in vitro for 24hrs either alone or in the presence of the human bone marrow stromal cell line HS-5. Fluorescence activated cell sorting was used to separate the GFP+ MM cells from GFP- stromal cells. The gene expression profiles of MM cells after their co-culture with stromal cells were compared with the profiles of MM cells cultured alone, according to previously described protocols for total RNA extraction and purification; cDNA synthesis; production of biotin-labeled cRNA; hybridization of cRNA with U133plus2.0 Affymetrix gene chips; and scanning of image output files. Scanned image output files were analyzed using DNA-Chip Analyzer (dChip) (www.dchip.org), including conversion to DCP files, normalization and modeling, and averaging of duplicate chips according to standard parameters recommended by the software. For each cell line, the gene expression profile in the presence of stomal cells was compared to the profile of the same cell line cultured in the absence of stromal cells. Technical replicates for each condition were analyzed (total of 12 gene expression profiles).

Project description:miRNA expression profiling was performed on MM.1S MM cells cultured 8 hours in control media or 50nM RGB-286638, with or without BMSCs. The emerging role of miRNAs in the pathogenesis of multiple myeloma (MM) led us to hypothesize that the miRNA network might be among the inducible transcriptional alterations consequent to MM-bone marrow stromal cell (BMSC) interactions. Our data suggests that BMSC induced MM transcription led to aberrant miRNA expression. We therefore hypothesized that agents interfering with RNAPII transcription might inhibit aberrant miRNA expression in MM. To test this hypothesis we used RGB-286638, a novel protein kinase inhibitor, which works primarily via RNAPII inhibition followed by transcriptional arrest in MM cells. miRNA profiling of RGB-286638-exposed MM cells resulted in RNAPII arrest associated with reduced miRNA levels. RGB-286638 abrogated BMSCs-induced miRNAs, which correlated with growth arrest in MM cells. Analysis of RGB-286638-induced differentially-expressed miRNAs in MM cells, in the presence or absence of BMSCs, revealed RNAPII regulation of expression of BMSC-inducible miRNAs with established oncogenic functions in MM Our findings demonstrate the role of RNAPII in regulating miRNA network, suggesting a new rationale for using agents interfering with RNAPII transcription in the treatment of MM. TaqMan Low-Density Array (TLDA) using human miRNA version 2.0A and version 3.0B cards (Applied Biosystems) were applied to examine the global change of miRNA expression levels in MM.1S cells when co-cultured with BMSCs, with or without RGB-286638 treatment. A total of 756 mature miRNA updated in the Sanger miRBase v.15.0 were quantified according to the manufacturer's instructions as previously described. miRNAs with Ct values higher than 37 were excluded from the analysis. Normalization was carried out with the mean of RNU44 and RNU48. Relative quantification of miRNA expression was calculated with the 2M-bM-^HM-^RM-NM-^TM-NM-^TCt Ct method using the ddCt program (Shannon McCormack Advanced Molecular Diagnostics Laboratory Research Services). The data was presented as log10 of the relative quantity of each miRNA.

Dataset Information

Transcriptomic signature induced in bone marrow Mesenchymal Stromal Cells (MSC) after interaction with malignant multiple myeloma cells: implications in myeloma progression.

Publications

Transcriptomic profile induced in bone marrow mesenchymal stromal cells after interaction with multiple myeloma cells: implications in myeloma progression and myeloma bone disease.

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