DUSP4 deficiency due to promoter hypermethylation drives oncogenic JNK signaling and tumor cell survival in diffuse large B-cell lymphoma
Ontology highlight
ABSTRACT:
INSTRUMENT(S): Illumina HiSeq 2000
ORGANISM(S): Homo sapiens
SUBMITTER: Mark Robinson
PROVIDER: E-MTAB-2925 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
Similar Datasets
Project description:The epigenetic dysregulation of tumor suppressor genes is a major driver of human carcinogenesis. We have combined genome-wide methylation analyses with functional screening to identify novel candidate tumor suppressor genes in diffuse large B-cell lymphoma (DLBCL). We find that the dual-specificity phosphatase DUSP4 is aberrantly silenced in nodal and extranodal DLBCL due to promoter hypermethylation; ectopic expression of wild type DUSP4, but not of a phosphatase-deficient mutant, dephosphorylates c-JUN N-terminal kinase (JNK) and induces apoptosis in DLBCL cells. JNK inhibition prevents DLBCL survival in vitro and in vivo, and synergizes strongly with inhibitors of chronic active B-cell receptor signaling. Our results provide a mechanistic basis for the clinical development of JNK inhibitors in DLBCL, alone or in synthetic lethal combinations. RNA-seq expression profiling data set related to this experiment was also deposited at ArrayExpress under accession number E-MTAB-2925: http://www.ebi.ac.uk/arrayexpress/experiments/E-MTAB-2925/
2015-03-25 | E-MTAB-2926 | biostudies-arrayexpress
Project description: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. 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.)
2013-12-16 | E-GEOD-50721 | biostudies-arrayexpress
Project description:The goal of this study is to identify the effect of the transcription factor STAT3 in the two major subtypes of diffuse large B cell lymphoma (DLBCL). STAT3 is a signal transducer that, when dysregulated, becomes a powerful oncogene found in many human cancers, including 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 and often exhibit overexpression or overactivation of STAT3. To investigate how STAT3 might contribute to this aggressive phenotype, we have used ChIP-Seq to identify STAT3 binding sites in 8 DLBCL cell lines (4 GCB subtype, 4 ABC) that are derived from patient tumors. 10,337 distinct STAT3 binding regions are occupied in at least two of the eight cell lines. One third (n = 3524) are differentially bound by STAT3 between the two subtypes (FDR < 0.05). More BRs are strongly bound in ABC than in GCB: 44% of differentially bound BRs (n = 1550) show more STAT3 binding in GCB, while 56% (n = 1974) are more strongly bound in ABC. Identification and comparison of STAT3 transcription factor binding sites in 8 cell lines that represent the 2 subtypes of DLBCL. 4 cell lines are subtyped as ABC and 4 are subtyped as GCB. 2-9 replicates and 1 input control are present for each cell line. (Cell line OCI-Ly19 was not included in the final analysis because RNA-Seq showed that its gene expression clustered in between the subtypes, probably due to its EBV+ status. However, its peak calls were used in intermediate steps of the analysis pipeline. Its sequencing runs have been included for completeness.)
2013-12-16 | E-GEOD-50723 | biostudies-arrayexpress
Project description:The mTOR (mammalian Target of Rapamycin) pathway is constitutively activated in Diffuse Large B-Cell Lymphoma (DLBCL). mTOR inhibition has been shown to have clinical activity in patients with DLBCL, although overall response rates remain low. We therefore evaluated differences in the transcriptome between DLBCL cell lines with differential sensitivity to the mTOR inhibitor Rapamycin, to (A) identify gene-expression patterns(GEP) capable of identifying sensitivity to Rapamycin, (B) understand the underlying mechanisms of resistance to Rapamycin in DLBCL and (C) identify bioactive molecules likely to synergize with mTOR inhibitors. Using Affymetrix HuGene ST 1.0 microarrays, we were able to identify a gene expression signature capable of accurately predicting sensitivity and resistance to Rapamycin in DLBCL cell lines. Pathway analysis identified the serine/threonine kinase Akt as central to the differentially-expressed gene network. Connectivity mapping of our datasets identified compounds targeting the AKT pathway with a high likelihood of reversing the GEP associated with resistance to Rapamycin. Specifically, we evaluated the HIV protease inhibitor (PI) Nelfinavir, which is known to have anti-cancer and Akt-inhibitory properties, as well as the small molecule Akt inhibitor MK-2206, for their potential to synergize with to Rapamycin in DLBCL. Nelfinavir and MK-2206 caused profound inhibition of cell viability in combination with Rapamycin in DLBCL cell lines. Low nanomolar concentrations of Rapamycin inhibited phosphorylation of Akt and also downstream targets of activated mTOR when used in combination with these Akt inhibitors. These findings have the potential to significantly improve patient selection for mTOR inhibitor therapy, and to improve rates and depths of response. More broadly, they support the use of global RNA expression and connectivity mapping to improve patient selection and identify synergistic drug combinations for cancer therapy. DLBCL cell lines were tested for Rapamycin sensitivity and classified as "sensitive" or "resistant." Genome-wide analysis of all cell lines were performed using the Affymetrix HuGene ST 1.0 Array Platform. Genes with differential expression between sensitive and resistant cell lines were analyzed using Statistical Analysis of Microarrays (SAM) software, and a signature of genes determnined. This signature was found to accurately predict sensitivity or resistance of other DLBCL cell lines, and to identify the protein kinase Akt as central to resistance.
2012-04-29 | E-GEOD-27255 | biostudies-arrayexpress
Project description:To provide insight into the role of and target genes of the transcription factor FOXP1 in mature human B cells and in B cell non-Hodkgin lymhomas, we performed gene expression microarray studies, upon ectopic overexpression or silencing of FOXP1 in these cells. human memory B cells from 2 separate donors were transduced with LZRS-FOXP1-IRES-YFP or LZRS-IRES-YFP (negative control); DLBCL cell lines OCI-Ly1, OCI-Ly7, and OCI-Ly10 were transduced with LZRS-FOXP1-IRES-YFP or LZRS-IRES-YFP (negative control); DLBCL cell lines OCI-Ly1, OCI-Ly7, and OCI-Ly10 were transiently transfected with siRNA targeting FOXP1 or sigenome non-targeting siRNA (negative control), using the Lonza nucleofection system.
2014-10-24 | E-GEOD-51382 | biostudies-arrayexpress
Project description:This SuperSeries is composed of the SubSeries listed below. Refer to individual Series
2013-12-16 | E-GEOD-50724 | biostudies-arrayexpress
Project description:Elucidation of FOXP1 target genes by RNA-Seq of DLBCL cell lines transfected with siRNAs targeting FOXP1 expression
2015-11-30 | E-MTAB-3740 | biostudies-arrayexpress
Project description:To understand the molecular curcuits perturbed by BET bromodoman inhibtion we obtained gene expression profiling of five DLBCL cell lines, SU-DHL6, OCI-Ly1, OCI-Ly4, Toledo and HBL-1, which were treated with either 500nM JQ1 or DMSO for 0,2,6,12,24 and 48hr. RNA samples from five DLBCL cell lines at baseline (time 0) or following treatment with 500nM of JQ1 or vehicle (DMSO) alone for 2, 6, 24 or 48 hours were profiled in triplicate on Affymetrix Human Gene 1.0 ST Array.
2013-12-10 | E-GEOD-45630 | biostudies-arrayexpress
Project description:The activated B cell-like (ABC) subgroup of diffuse large B cell lymphoma (DLBCL) is characterized by constitutive activation of the NF-êB pathway. Here we show that the NF- êB pathway induces the expression of the cytokines IL-6 and IL-10 in ABC DLBCL cell lines, which also have high levels of total and phosphorylated STAT3 protein, suggesting autocrine signaling. Using RNA interference for STAT3, we defined a gene expression signature of IL-6 and IL-10 signaling through STAT3. Based on this signature, we constructed a molecular predictor of STAT3 signaling that defined a subset of ABC DLBCL tumors with high expression of STAT3, IL-6 and/or IL-10, and their downstream targets. Although the STAT3-high and STAT3-low subsets had equivalent expression of genes that distinguish ABC DLBCL from GCB DLBCL, STAT3-high ABC DLBCLs had higher expression of signatures that reflected NF-kB activity, proliferation, and glycolysis. A smallmolecule inhibitor of JAK signaling, which blocked STAT3 signature expression, was toxic only for ABC DLBCL lines, and synergized with an inhibitor of NF-kB signaling. These findings suggest that the biological interplay between the STAT3 and NF-kB pathways may be exploited for the treatments of a subset of ABC DLBCLs. Activated B cell-like (ABC) subgroup of diffuse large B cell lymphoma (DLBCL) cell lines were used as model systems to study the cytokine pathways in these cells. We expressed inducible IkB super-repressor for 1 to 24 hours to identify NF-kB target genes in OCI-Ly3 and OCI-Ly10 cells for a total of 13 arrays with replicates of each time point. We treated OCI-Ly3 cells with IL-10 for 1 to 96 hours for a total of 10 arrays with replicates of each time point. We treated OCI-Ly10 cells with IL-6 for 30 minutes to 24 hours for a total of 8 arrays with replicates of each time point. OCI-Ly10 cells transfected with no siRNA versus STAT3-siRNA for 8, 24, or 48 hours for a total of 5 arrays with replicates for 24 and 48 hours. We treated OCI-Ly10 cells with JAK inhibitor I for 3 and 6 hours for a total of 4 arrays with replicates of each time point.
2010-05-27 | E-GEOD-10009 | biostudies-arrayexpress
Project description:Diffuse large B-cell lymphoma (DLBCL) is the most common type of lymphoid neoplasm in the world representing 30-40% of all lymphomas. Standard immunochemotherapy (cyclophosphamide, doxorubicin, vincristine, prednisone and rituximab) ensures cure in 60 to 65% of patients, while the rest progress or relapse. While advances have been made in the treatment of DLBCL, especially with the addition of rituximab, it is now apparent that there may be significant differences in prognosis that are related to the cell of origin, and that this disease is heterogeneous and novel treatment options are needed. It has been hypothesized that the combination of HDACI and hypomethylating agents might be a new approach to the treatment of relapsed or refractory DLBCL. This combination is thought to disrupt the transcription repressor complex consisting of methyl binding domain proteins (MBDP) and histone deacetylases (HDACs). We have explored the effect of different HDACI and decitabine combinations in in vitro and in vivo models of DLBCL. These data suggest a class effect, with all four HDACI (panobinostat, belinostat, vorinostat, depsipeptide) synergizing with decitabine in cytotoxicity assay across the spectrum of DLBCL cells. Synergy was validated in a number of other assays including a caspase 3 activation and apoptosis. Furthermore, the combination of panobinostat and decitabine induced markedly increased histone acetylation. The in vitro observations were confirmed in an in vivo murine xenograft experiment with the Ly1 DLBCL line. Genome wide methylation analysis and gene expression profiling demonstrated that the combination of these two epigenetic therapies produced a unique gene expression profile compared to the samples treated with single drugs. These data strongly support the potential therapeutic role of a combinatorial epigenetic platform for the treatment of B-cell lymphomas, in particular in patients with DLBCL. Clearly, future studies will need to focus on integrating the appropriate correlative studies, with an effort to identify and or validate biomarkers of activity with these combinations. The likelihood moving forward is that the mechanism of action of these combinations may vary from disease context to disease context. Genome-wide array findings from these kinds of studies could be expanded to samples from patients on clinical trials to identify novel biomarkers of response, leading to the rational treatment of individual diseases based upon the underlying pathogenesis. We have used single samples from three DLBCL cell lines (biological replicates) which were treated with DMSO, decitabine alone, panobinostat alone and their combination for 48h - total of 12 samples
2011-02-15 | E-GEOD-27226 | biostudies-arrayexpress