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accession-icon GSE37199
Blood mRNA expression signatures derived from unsupervised analyses identify prostate cancers with poor outcome
  • organism-icon Homo sapiens
  • sample-icon 102 Downloadable Samples
  • Technology Badge Icon Affymetrix Human Genome U133 Plus 2.0 Array (hgu133plus2)

Description

Background: Inter-patient prostate cancer (PrCa) heterogeneity results in highly variable patient outcomes. Multi-purpose biomarkers to dissect this heterogeneity are urgently required to improve treatment and accelerate drug development in PrCa. Circulating biomarkers are most practical for evaluating this disease. We pursued the analytical validation and clinical qualification of blood mRNA expression arrays.

Publication Title

Prognostic value of blood mRNA expression signatures in castration-resistant prostate cancer: a prospective, two-stage study.

Alternate Accession IDs

E-GEOD-37199

Sample Metadata Fields

Subject

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accession-icon SRP071058
B-cell Division RNA-seq [RNA-Seq]
  • organism-icon Mus musculus
  • sample-icon 48 Downloadable Samples
  • Technology Badge IconIllumina HiSeq 2500

Description

B cells provide humoral immunity by differentiating into antibody secreting plasma cells. Differentiation is dependent upon division and transcriptional changes, with commitment to B cell lineages associated with epigenetic changes. Analysis of early transcriptional and epigenetic events in B cell differentiation revealed that plasmablasts and plasma cells undergo dynamic changes in gene expression and a progressive DNA hypomethylation targeted to at least 10% of genes/loci. Of the differentially methylated loci, more than 99.7% were demethylated during differentiation and these clustered in cis-regulatory features such as enhancers and transcription factor binding sites. Changes in gene expression and DNA methylation coincided with each other at specific divisions during differentiation and inhibition of DNA methylation resulted in augmented plasma cell commitment in a division-dependent manner. These data identify a major epigenetic reprogramming event during early B cell differentiation coupled division and provide an approach to modulating humoral immune responses. Overall design: Splenic B cells (B220+ CD43-) from naïve C57/BL6J mice were labeled with CFSE or CTV and transferred into uMT mice and allowed to rest overnight prior to challenge with LPS. Three days post challenge adoptively transferred B cells representing distinct divisions were sorted out for molecular analysis. These divisions are labelled Div0, Div1, Div3, Div5, Div8- and Div8+. Division 8- refers to cells that divided at least 8 times but were CD138-, whereas Division 8+ refers to cells that divided at least 8 times but were CD138+. Cells were subjected to RNA-seq and Reduced Representation Bisulfite Sequencing.

Publication Title

Plasma cell differentiation is coupled to division-dependent DNA hypomethylation and gene regulation.

Alternate Accession IDs

GSE78816

Sample Metadata Fields

Sex, Age, Specimen part, Cell line, Subject

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accession-icon GSE70294
Plasma cell differentiation is coupled to division-dependent DNA hypomethylation and gene regulation.
  • organism-icon Mus musculus
  • sample-icon 7 Downloadable Samples
  • Technology Badge IconIllumina MouseRef-8 v2.0 expression beadchip

Description

This SuperSeries is composed of the SubSeries listed below.

Publication Title

Plasma cell differentiation is coupled to division-dependent DNA hypomethylation and gene regulation.

Alternate Accession IDs

E-GEOD-70294

Sample Metadata Fields

Sex, Age, Specimen part

View Samples
accession-icon GSE70212
B-cell Differentiation is Regulated by Targeted DNA Hypomethylation [array]
  • organism-icon Mus musculus
  • sample-icon 7 Downloadable Samples
  • Technology Badge IconIllumina MouseRef-8 v2.0 expression beadchip

Description

B cells provide humoral immunity by differentiating into antibody secreting plasma cells. Differentiation is dependent upon division and transcriptional changes, with commitment to B cell lineages associated with epigenetic changes. Analysis of early transcriptional and epigenetic events in B cell differentiation revealed that plasmablasts and plasma cells undergo dynamic changes in gene expression and a progressive DNA hypomethylation targeted to at least 10% of genes/loci. Of the differentially methylated loci, more than 99.7% were demethylated during differentiation and these clustered in cis-regulatory features such as enhancers and transcription factor binding sites. Changes in gene expression and DNA methylation coincided with each other at specific divisions during differentiation and inhibition of DNA methylation resulted in augmented plasma cell commitment in a division-dependent manner. These data identify a major epigenetic reprogramming event during early B cell differentiation coupled division and provide an approach to modulating humoral immune responses.

Publication Title

Plasma cell differentiation is coupled to division-dependent DNA hypomethylation and gene regulation.

Alternate Accession IDs

E-GEOD-70212

Sample Metadata Fields

Sex, Age, Specimen part

View Samples
accession-icon SRP103834
Chemical Inhibition of Ezh2 Alters Ex Vivo B cell Differentiation and Gene Expression Dynamics
  • organism-icon Mus musculus
  • sample-icon 45 Downloadable Samples
  • Technology Badge IconIllumina HiSeq 2500

Description

To understand the role of Ezh2 in B cell differentiation B cells were stimulated ex vivo with LPS, Il2, and Il5 in the presence of DMSO or the selective Ezh2 inhibitor GSK343. Following 3 days culture, activated B cells and Plasmablasts were FACS isolated and RNA-seq was performed to identify the molecular effects of Ezh2 inhibition on B cell subsets during differentiation. Overall design: RNAseq on ex vivo differentiated B cell subsets treated with GSK343 or DMSO

Publication Title

Plasma cell differentiation is controlled by multiple cell division-coupled epigenetic programs.

Alternate Accession IDs

GSE97696

Sample Metadata Fields

Sex, Specimen part, Cell line, Treatment, Subject

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accession-icon SRP148688
LSD1 regulates the plasmablast transcriptome
  • organism-icon Mus musculus
  • sample-icon 24 Downloadable Samples
  • Technology Badge IconIllumina HiSeq 2500

Description

To understand the role of LSD1 in B cell differentiation, mice with B cell conditional deletion of LSD1 were intravenously inoculated with LPS. After 3 days, B220+GL7-CD138- naïve B cells and CD138+ plasmablasts were FACS-sorted from the spleens and RNA-seq was performed to identify LSD1-target regulated genes. Overall design: RNA-seq on control or LSD1-deficient murine naïve B cells or plasmablasts.

Publication Title

The Histone Demethylase LSD1 Regulates B Cell Proliferation and Plasmablast Differentiation.

Alternate Accession IDs

GSE114775

Sample Metadata Fields

Sex, Specimen part, Cell line, Subject

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accession-icon SRP092412
B cell differentiation is limited by de novo DNA methylation [RNA-seq]
  • organism-icon Mus musculus
  • sample-icon 60 Downloadable Samples
  • Technology Badge IconIllumina HiSeq 2500

Description

B cells provide humoral immunity by differentiating into antibody-secreting plasma cells, a process that requires cell division and is linked to DNA hypomethylation and gene regulation. Conversely, accumulation of DNA methylation in B cell differentiation is less apparent. To determine the role of de novo DNA methylation in B cell differentiation, the de novo DNA methyltransferases, Dnmt3a and Dnmt3b, were deleted in B cells resulting in phenotypically normal B cell development in the bone marrow, spleen and lymph nodes. However, upon immunologic challenge, mice deficient for Dnmt3a and Dnmt3b (Dnmt3-deficient) accumulated more antigen-specific B cells and bone marrow chimeras showed this was cell-autonomous. Additionally, a five-fold increase in splenic and bone marrow plasma cells was observed. Molecular analysis revealed that Dnmt3-deficient bone marrow plasma cells failed to repress gene expression to the same level as their Dnmt3ab-sufficient counterparts. This was coupled with a failure of Dnmt3-deficient germinal center B cells and plasma cells to gain and/or maintain DNA methylation at several thousand loci that were clustered in enhancers of genes that function in B cell activation and homing. Analysis of chromatin accessibility showed Dnmt3-deficient plasma cells had increased accessibility at several genes involved in hematopoiesis and B cell differentiation. These data show that de novo DNA methylation limits B cell activation, proliferation and differentiation, and support a model whereby DNA methylation represses the aberrant transcription of genes silenced in B cell differentiation to maintain plasma cell homeostasis. Overall design: Naïve lymph node B cells (B220+ GL7- Fas-), Phycoerythrin-specific germinal center B cells (B220+ GL7+ Fas+ PE+), and bone marrow plasma cells (CD138+) were compared between Cd19cre/wtDnmt3afl/flDnmt3bfl/fl (Dnmt3-deficient) and littermate control Cd19wt/wtDnmt3afl/flDnmt3bfl/fl (Dnmt3-sufficient) mice using RRBS, RNA-seq, and ATAC-seq. Naïve lymph node B cells were taken from naïve mice, whereas PE-specific germinal center B cells and bone marrow plasma cells were isolated from mice that had been immunized with phycoerythrin 30 days prior. This Series includes the RNA-seq component of the study.

Publication Title

B cell activation and plasma cell differentiation are inhibited by de novo DNA methylation.

Alternate Accession IDs

GSE89412

Sample Metadata Fields

Sex, Specimen part, Subject

View Samples
accession-icon SRP116217
EZH2 is required for gene repression in Plasmablasts
  • organism-icon Mus musculus
  • sample-icon 24 Downloadable Samples
  • Technology Badge IconIllumina HiSeq 2500

Description

To understand the role of EZH2 in Plasmablast function EZH2 was inducibly deleted using tamoxifen and B cells stimulated to differentiate with LPS in vivo. After 3 days, CD138+ cells were enriched from the spleens and RNA-seq was performed to identify the genes targeted by EZH2 for repression. Overall design: RNAseq on control or EZH2-deficient murine plasmablasts.

Publication Title

EZH2 Represses the B Cell Transcriptional Program and Regulates Antibody-Secreting Cell Metabolism and Antibody Production.

Alternate Accession IDs

GSE103126

Sample Metadata Fields

Sex, Specimen part, Cell line, Treatment, Subject

View Samples
accession-icon GSE31134
DNA methylation alterations and transcriptional gene silencing induced by IDH1 R132H mutation
  • organism-icon Homo sapiens
  • sample-icon 6 Downloadable Samples
  • Technology Badge Icon Affymetrix Human Genome U133A 2.0 Array (hgu133a2)

Description

This SuperSeries is composed of the SubSeries listed below.

Publication Title

A heterozygous IDH1R132H/WT mutation induces genome-wide alterations in DNA methylation.

Alternate Accession IDs

E-GEOD-31134

Sample Metadata Fields

Cell line

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accession-icon GSE31126
DNA methylation alterations and transcriptional gene silencing induced by IDH1 R132H mutation [Affymetrix]
  • organism-icon Homo sapiens
  • sample-icon 6 Downloadable Samples
  • Technology Badge Icon Affymetrix Human Genome U133A 2.0 Array (hgu133a2)

Description

The cytosolic NADP+-dependent isocitrate dehydrogenase IDH1 is frequently mutated in human cancers. Recent studies have shown that IDH1 mutant primary glioblastomas (GBM) and acute myeloid leukemias (AML) display robust association with CpG island methylator phenotype (CIMP). Such observations bring into question whether IDH1 mutations directly contribute to the development of CIMP or if the hypermethylation phenotype precedes acquisition of IDH1 mutations. To reveal the effects of IDH1 mutations on DNA methylation and gene expression, we introduced the most frequently observed IDH1 mutation, R132H, into a human cancer cell line through gene targeting. We profiled changes in methylation at over 27,000 CpG dinucleotides spanning 14,475 unique gene regions and characterized genome-wide gene expression alterations resulting from IDH1R132H knockin. We observed consistent changes in both DNA methylation and gene expression when comparing two independent IDH1R132H knockin clones to their wild-type parent, and report hypermethylation of over 2,000 loci, the majority of which contained preexisting methylation in IDH1WT parental cells. These loci exhibit the same trend in primary TCGA glioblastoma tumors with mutant IDH1 as compared to those with wild-type IDH1 and have significant overlap with genes hypermethylated in glioma-CIMP+ tumors. Furthermore, we identify specific DNA methylation and gene expression alterations which correlate with IDH1 mutations in our cell-line model as well as primary glioblastomas, including hypermethylation and transcriptional silencing of RBP1. The presented data provide insight on epigenetic alterations induced by IDH1 mutations and support a contributory role for IDH1 mutants in regulation of DNA methylation and gene expression in human cancer cells.

Publication Title

A heterozygous IDH1R132H/WT mutation induces genome-wide alterations in DNA methylation.

Alternate Accession IDs

E-GEOD-31126

Sample Metadata Fields

No sample metadata fields

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refine.bio is a repository of uniformly processed and normalized, ready-to-use transcriptome data from publicly available sources. refine.bio is a project of the Childhood Cancer Data Lab (CCDL)

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Cite refine.bio

Casey S. Greene, Dongbo Hu, Richard W. W. Jones, Stephanie Liu, David S. Mejia, Rob Patro, Stephen R. Piccolo, Ariel Rodriguez Romero, Hirak Sarkar, Candace L. Savonen, Jaclyn N. Taroni, William E. Vauclain, Deepashree Venkatesh Prasad, Kurt G. Wheeler. refine.bio: a resource of uniformly processed publicly available gene expression datasets.
URL: https://www.refine.bio

Note that the contributor list is in alphabetical order as we prepare a manuscript for submission.

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