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Series GSE50721 Query DataSets for GSE50721
Status Public on Dec 16, 2013
Title Whole transcriptome profiling of the two major subtypes of diffuse large B cell lymphoma
Organism Homo sapiens
Experiment type Expression profiling by high throughput sequencing
Summary The goal of this study is to identify the transcriptome differences between the two major subtypes of diffuse large B cell lymphoma (DLBCL). DLBCL is the most common form of non-Hodgkin’s lymphoma and has two major subtypes: germinal center B-cell-like (GCB) and activated B-cell-like (ABC). When compared to the GCB form, ABC lymphomas respond much more poorly to current therapies. To investigate how gene expression changes might contribute to this aggressive phenotype, we have used RNA-Seq to profile the whole transcriptome in 8 DLBCL cell lines (4 GCB subtype, 4 ABC) that are derived from patient tumors. 1,545 genes are differentially expressed between subtypes (FDR < 0.05), approximately 7% of the transcriptome. The vast majority of these genes (81%, n = 1251) are more highly expressed in the ABC cell lines. In contrast, only 294 genes (19%) are more highly expressed in the GCB cell lines. Half (n = 765) of the genes with greater ABC subtype expression demonstrate very low read counts (< 5) in the GCB cell types. Conversely, only 21 genes that are more highly expressed in GCB are unique to that subtype. The prevalence of such “on/off” genes indicates that the major differences between ABC and GCB DLBCL are due almost exclusively to additional gene expression in ABC, rather than the two subtypes having divergent but equally active genetic programs.
 
Overall design Measurement and comparison of gene expression in 8 cell lines representing the 2 subtypes of DLBCL. 4 cell lines are subtyped as ABC and 4 are subtyped as GCB. 2 replicates are present for each cell line. (Cell line OCI-Ly19 was not included in the analysis because its gene expression clustered in between the subtypes, probably due to its EBV+ status. However, its sequencing runs have been included for completeness.)
 
Contributor(s) Hardee JM, Ouyang Z, Zhang Y, Kundaje A, Lacroute P, Snyder MP
Citation(s) 24142927
Submission date Sep 10, 2013
Last update date May 15, 2019
Contact name Jennifer Marion Hardee
E-mail(s) jenn.hardee@gmail.com
Organization name Stanford University
Street address 300 Pasteur Dr., M-344
City Stanford
State/province California
ZIP/Postal code 94305
Country USA
 
Platforms (1)
GPL10999 Illumina Genome Analyzer IIx (Homo sapiens)
Samples (9)
GSM1227193 OCI-Ly10_RNASeq
GSM1227194 OCI-Ly19_RNASeq
GSM1227195 OCI-Ly3_RNASeq
This SubSeries is part of SuperSeries:
GSE50724 Correlation between STAT3 binding presence and gene expression levels in subtypes of diffuse large B cell lymphoma
Relations
BioProject PRJNA218585
SRA SRP029739

Download family Format
SOFT formatted family file(s) SOFTHelp
MINiML formatted family file(s) MINiMLHelp
Series Matrix File(s) TXTHelp

Supplementary file Size Download File type/resource
GSE50721_mRNA_ReadCountsByLine.txt.gz 480.8 Kb (ftp)(http) TXT
GSE50721_mRNA_StatisticalResults.txt.gz 381.3 Kb (ftp)(http) TXT
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Raw data are available in SRA
Processed data are available on Series record

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