Dataset Information

Comprehensive miRNA Sequence Analysis Reveals Survival Differences in Diffuse Large B-cell Lymphoma Patients

ABSTRACT: Diffuse large B-cell lymphoma (DLBCL) is an aggressive disease, with 30-40% of patients failing to achieve complete responses to standard therapy. miRNAs are RNA molecules that attenuate expression of their mRNA targets. To characterize the DLBCL miRNome, we sequenced miRNAs from 92 DLBCL and 15 benign centroblast fresh frozen samples and from 140 DLBCL formalin-fixed, paraffin-embedded tissue (FFPET) samples for validation.

PROVIDER: EGAS00001001025 | EGA |

REPOSITORIES: EGA

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Comprehensive miRNA sequence analysis reveals survival differences in diffuse large B-cell lymphoma patients.

Lim Emilia L EL Trinh Diane L DL Scott David W DW Chu Andy A Krzywinski Martin M Zhao Yongjun Y Robertson A Gordon AG Mungall Andrew J AJ Schein Jacqueline J Boyle Merrill M Mottok Anja A Ennishi Daisuke D Johnson Nathalie A NA Steidl Christian C Connors Joseph M JM Morin Ryan D RD Gascoyne Randy D RD Marra Marco A MA

Genome biology 20150129

<h4>Background</h4>Diffuse large B-cell lymphoma (DLBCL) is an aggressive disease, with 30% to 40% of patients failing to be cured with available primary therapy. microRNAs (miRNAs) are RNA molecules that attenuate expression of their mRNA targets. To characterize the DLBCL miRNome, we sequenced miRNAs from 92 DLBCL and 15 benign centroblast fresh frozen samples and from 140 DLBCL formalin-fixed, paraffin-embedded tissue samples for validation.<h4>Results</h4>We identify known and candidate nove ...[more]

PMID: 25723320

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Project description:miRNA profiling of human Diffuse Large B Cell Lymphoma (DLBCL) cell lines derived from the two main subtypes of this disease: Activated B Cell like (ABC-DLBCL) and Germinal Center B cell like (GCB-DLBCL), analyzing the 711 human miRNAs present in miRBase V10.0. Five ABC-like DLBCL cell lines (RIVA, Oci-Ly3, Oci-Ly10, HBL1 and U2932) and three GCB-like DLBCL cell lines (Oci-Ly7, Oci-Ly19 and SUDHL-6) were cultured in IMDM (Cellgro) with 20% human plasma, 1% penicillin/streptomycin/L-glutamine (Cellgro,) and 0,2% beta mercaptoethanol (Invitrogen). Total RNA was extracted from cell pellets using the mirVana™ miRNA Isolation Kit (Ambion), and sent to LC Sciences facility for microarray hybridization using microfluidics technology. FirstChoice® Human Skeletal Muscle Total RNA (Ambion) was used as common reference for all hybridizations. Background substracted and normalized data from each channel was used to calculate log ratios sample/reference. Keywords: miRNA profiling Dual channel experiments using FirstChoice® Human Skeletal Muscle Total RNA (Ambion) as common reference for all hybridizations. Reference was labeled with Cy5 and the cell line extracted RNA with Cy3. Biological replicates: 5 ABC-DLBCL cell lines and 3 GCB-DLBCL cell lines. Microarray hybridization was performed at LC Sciences, using slides containing in situ synthesized oligonucleotides to detect the 711 miRNAs present in miRBase V10.0. Probes hsa-miR-337 and hsa-miR-542-5p were excluded due to systematic dye bias, according to the manufacturer intructions. Background substracted and normalized detectable data was used to calculate log ratios sample/reference. Background is determined using a regression-based background mapping method. The regression is performed on 5% to 25% of the lowest intensity data points excluding blank spots. Raw data matrix is then subtracted by the background matrix. Normalization was carried out using a LOWESS (Locally-weighted Regression) method on the background-subtracted data. A transcript to be listed as detectable must meets at least two conditions: signal intensity higher than 3×(background standard deviation) and spot CV < 0.5. CV is calculated by (standard deviation)/(signal intensity). When repeating probes are present on an array, a transcript is listed as detectable only if the signals from at least 50% of the repeating probes are above detection level.

Dataset Information

Comprehensive miRNA Sequence Analysis Reveals Survival Differences in Diffuse Large B-cell Lymphoma Patients

Publications

Comprehensive miRNA sequence analysis reveals survival differences in diffuse large B-cell lymphoma patients.

Similar Datasets

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