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accession-icon GSE95038
Expression analysis of CD8+ T cells following high-avidity or low-avidity T cell receptor (TCR) stimulation in the presence or absence of a DOT1L inhibitor
  • organism-icon Homo sapiens
  • sample-icon 5 Downloadable Samples
  • Technology Badge Icon Affymetrix Human Gene 2.0 ST Array (hugene20st)

Description

Adoptive T cell therapy (ACT) is a promising therapeutic approach for cancer patients. The use of allogeneic T cell grafts will improve its applicability and versatility provided that inherent allogeneic responses are controlled. T cell activation is finely regulated by multiple signaling molecules that are transcriptionally controlled by epigenetic mechanisms. Through extensive chemical probe screening, we found that inhibiting DOT1L, a histone H3-lysine 79 methyltransferase, alleviated allogeneic T cell responses.

Publication Title

DOT1L inhibition attenuates graft-versus-host disease by allogeneic T cells in adoptive immunotherapy models.

Sample Metadata Fields

Specimen part, Subject

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accession-icon SRP127953
Gene expression analysis of human CD8+ T cells treated with a DOT1L inhibitor
  • organism-icon Homo sapiens
  • sample-icon 6 Downloadable Samples
  • Technology Badge IconIllumina HiSeq 2500

Description

Adoptive T cell therapy (ACT) is a promising therapeutic approach for cancer patients. The use of allogeneic T cell grafts will improve its applicability and versatility provided that inherent allogeneic responses are controlled. Through extensive chemical probe screening, we found that inhibiting DOT1L, a histone H3-lysine 79 methyltransferase, alleviated allogeneic T cell responses. DOT1L inhibition with SGC0946 selectively ameliorated low-avidity T cell responses but not high-avidity antitumor T cell responses mediated by the high-affinity T cell receptor or chimeric antigen receptor. The inhibition of DOT1L in T cells prevented the development of graft-versus-host disease while retaining potent antitumor activity in xenogeneic ACT models. These results suggest that DOT1L inhibition may enable the safe and effective use of allogeneic antitumor T cells by suppressing unwanted immunological reactions in ACT. Overall design: To investigate how DOT1L inhibition modulates the T cell activation signal, we compared gene expression profiles between SGC0946-treated or DMSO-treated (control) T cells by RNA-sequencing analysis. Human CD8+ T cells derived from three different healthy donors were cultured in the presence of SGC0946 or DMSO. Total RNA was collected from each sample and gene expression profiles were analyzed by RNA-sequencing using an Illumina HiSeq 2500 sequencer.

Publication Title

DOT1L inhibition attenuates graft-versus-host disease by allogeneic T cells in adoptive immunotherapy models.

Sample Metadata Fields

Specimen part, Treatment, Subject

View Samples
accession-icon SRP163419
Transcriptomic Profile of OCI-AML-20 Cell Line
  • organism-icon Homo sapiens
  • sample-icon 3 Downloadable Samples
  • Technology Badge IconNextSeq 500

Description

Acute myeloid leukemia (AML) is a complex, heterogeneous disease with variable outcomes following curative intent chemotherapy. AML with inv(3) is a genetic subgroup characterized by low response rate to induction type chemotherapy and hence is among the worst long term survivorship of the AMLs. Here, we present RNA-Seq transcriptome data from OCI-AML-20, a new AML cell line with inv(3) and deletion of chromosome 7. Overall design: RNA-Seq transcriptome analysis of OCI-AML-20 cell line with three biological replicates.

Publication Title

Characterization of inv(3) cell line OCI-AML-20 with stroma-dependent CD34 expression.

Sample Metadata Fields

Disease, Cell line, Subject

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accession-icon SRP075406
Epigenetic siRNA and chemical screens identify SETD8 inhibition as a new therapeutic strategy of p53 reactivation in high-risk Neuroblastoma.
  • organism-icon Homo sapiens
  • sample-icon 8 Downloadable Samples
  • Technology Badge IconIllumina HiSeq 2500

Description

Purpose: The intergration of genetic and chemical screens identified SETD8 as a new druggable target in neuroblastoma tumor. The goal of this study is to evaluate the transcriptome profiling (RNA-seq) of Neuroblastoma cell lines after genetic and pharmacological inhibition of SETD8. Methods: mRNA profiles of NB cells after genetic and pharmacological inhibition of SETD8 were generated by deep sequencing in duplicate with Ilumina HiSeq2500 using Illumina TruSeq V4. The sequence reads were analyzed with software Trimmomatic, STAR and edgeR to determine the differetially expressed genes. qRT–PCR validation was performed using SYBR Green assays. Results: About 60 million sequence reads per sample were mapped to the human genome (hg19). Approximately 10% of the transcripts showed differential expression between the control and the treated samples, with a fold change =1.5 and p value <0.05. Altered expression of 12 genes was confirmed with qRT–PCR, demonstrating the high degree of sensitivity of the RNA-seq method. Hierarchical clustering of differentially expressed genes uncovered several as yet uncharacterized genes that may contribute to SETD8 function. Conclusions: Our study identifies SETD8 as a new therapeutic target in Neuroblastoma tumor. RNA-seq transcriptome analyses and functional studies revealed that SETD8 ablation rescued the proapoptotic and cell-cycle arrest functions of p53 through reactivation of the p53 canonical pathway by decreasing p53k382me1. Overall design: mRNA profiles of Neuroblastoma cells after genetic and pharmacological inhibition of SETD8 were generated by deep sequencing in duplicate with Ilumina HiSeq2500 using Illumina TruSeq V4.

Publication Title

Epigenetic siRNA and Chemical Screens Identify SETD8 Inhibition as a Therapeutic Strategy for p53 Activation in High-Risk Neuroblastoma.

Sample Metadata Fields

Specimen part, Subject

View Samples
accession-icon SRP132239
Transcriptomic analysis of multiple myeloma cell lines
  • organism-icon Homo sapiens
  • sample-icon 13 Downloadable Samples
  • Technology Badge IconIon Torrent Proton

Description

We found that a small molecule inhibitor of PRMT4 inhibited cell growth of a subset of multiple myeloma cell lines. To identify biomarkers that predict the sensitivity of myeloma cells to PRMT4 inhibition, we performed transcriptomic analysis of multiple myeloma cell lines. Overall design: Amplicon sequencing of thirteen multiple myeloma cell lines was performed on the Ion Torrent platform. Steady-state gene expression profile of sensitive cells were compaired with that of insensitive cells.

Publication Title

TP-064, a potent and selective small molecule inhibitor of PRMT4 for multiple myeloma.

Sample Metadata Fields

Specimen part, Cell line, Subject

View Samples
accession-icon GSE87619
Temporal gene expression of human-fetal and glioblastoma stem cell cultures under directed differentiation conditions
  • organism-icon Homo sapiens
  • sample-icon 12 Downloadable Samples
  • Technology Badge Icon Affymetrix Human Exon 1.0 ST Array [probe set (exon) version (huex10st)

Description

Primary glioblastoma (GBM) cultures vary with respect to differentiation competency. We sought to identify putative transcription factors necessary for the differentiation of GBM cultures. In this dataset, we include expression data obtained from 2 human-fetal neural stem cell (HF-NS) cultures and 2 GBM stem cell (GSC) cultures. We assessed changes in gene expression from 3 timepoints during an in vitro differentiation protocol.

Publication Title

ASCL1 Reorganizes Chromatin to Direct Neuronal Fate and Suppress Tumorigenicity of Glioblastoma Stem Cells.

Sample Metadata Fields

Specimen part, Time

View Samples
accession-icon GSE63296
MLL5 Orchestrates a Cancer Self-Renewal State by Repressing the Histone Variant H3.3 and Globally Reorganizing Chromatin [expression]
  • organism-icon Homo sapiens
  • sample-icon 6 Downloadable Samples
  • Technology Badge Icon Affymetrix Human Transcriptome Array 2.0 (hta20)

Description

Mutations in the histone 3 variant H3.3 have been identified in one-third of pediatric glioblastomas (GBMs), but not in adult tumors. Here we show that H3.3 is a dynamic determinant of functional properties in adult GBM. H3.3 is repressed by mixed lineage leukemia 5 (MLL5) in self-renewing GBM cells. MLL5 is a global epigenetic repressor that orchestrates reorganization of chromatin structure by punctuating chromosomes with foci of compacted chromatin, favoring tumorigenic and self-renewing properties. Conversely, H3.3 antagonizes self-renewal and promotes differentiation. We exploited these epigenetic states to rationally identify two small molecules that effectively curb cancer stem cell properties in a preclinical model. Our work uncovers a role for MLL5 and H3.3 in maintaining self-renewal hierarchies in adult GBM.

Publication Title

MLL5 Orchestrates a Cancer Self-Renewal State by Repressing the Histone Variant H3.3 and Globally Reorganizing Chromatin.

Sample Metadata Fields

Specimen part, Time

View Samples
accession-icon SRP074420
RNASeq of MV4;11 cells transduced with scramble shRNA or BRD4 shRNA in combination with DMSO or SGC0946
  • organism-icon Homo sapiens
  • sample-icon 12 Downloadable Samples
  • Technology Badge IconIllumina HiSeq 2000

Description

Central to the molecular pathogenesis of MLL leukaemia is the abnormal co-optation of members of transcription complexes including disrupter of telomeric silencing 1-like (DOT1L) and bromodomain containing protein 4 (BRD4). Consequently, targeted therapies against DOT1L and BRD4 are currently being evaluated in clinical trials. However, the mechanisms by which BRD4 and DOT1L regulate leukaemogenic transcription programs remain unclear. Using quantitative proteomics, chemoproteomics and biochemical fractionation we find that native BRD4 and DOT1L exist in largely separate protein complexes. Genetic disruption or small molecule inhibition of BRD4 and DOT1L shows marked synergistic activity against MLL-FP leukaemia cell lines, primary human leukaemia cells and murine leukaemia models. Mechanistically, we find a previously unrecognised functional collaboration between DOT1L and BRD4 that is especially important at highly transcribed genes in close proximity to superenhancers. DOT1L via H3K79me2 facilitates the deposition of histone H4 acetylation, which in turn regulates the binding of BRD4 to chromatin. These data provide novel insights into the regulation of transcription and specify a molecular framework for therapeutic intervention in this poor prognostic disease. Overall design: RNASeq of MV4;11 cells transduced with scramble shRNA or BRD4 shRNA in combination with DMSO or SGC0946 in triplicate

Publication Title

Functional interdependence of BRD4 and DOT1L in MLL leukemia.

Sample Metadata Fields

Specimen part, Cell line, Subject

View Samples
accession-icon SRP074419
RNASeq of MLL-AF9 cells transduced with scramle shRNA or BRD4 shRNA in combination with DMSO or SGC0946
  • organism-icon Mus musculus
  • sample-icon 10 Downloadable Samples
  • Technology Badge IconIllumina HiSeq 2000

Description

Central to the molecular pathogenesis of MLL leukaemia is the abnormal co-optation of members of transcription complexes including disrupter of telomeric silencing 1-like (DOT1L) and bromodomain containing protein 4 (BRD4). Consequently, targeted therapies against DOT1L and BRD4 are currently being evaluated in clinical trials. However, the mechanisms by which BRD4 and DOT1L regulate leukaemogenic transcription programs remain unclear. Using quantitative proteomics, chemoproteomics and biochemical fractionation we find that native BRD4 and DOT1L exist in largely separate protein complexes. Genetic disruption or small molecule inhibition of BRD4 and DOT1L shows marked synergistic activity against MLL-FP leukaemia cell lines, primary human leukaemia cells and murine leukaemia models. Mechanistically, we find a previously unrecognised functional collaboration between DOT1L and BRD4 that is especially important at highly transcribed genes in close proximity to superenhancers. DOT1L via H3K79me2 facilitates the deposition of histone H4 acetylation, which in turn regulates the binding of BRD4 to chromatin. These data provide novel insights into the regulation of transcription and specify a molecular framework for therapeutic intervention in this poor prognostic disease. Overall design: RNASeq of MLL-AF9 cells transduced with scramle shRNA or BRD4 shRNA in combination with DMSO or SGC0946 in triplicate

Publication Title

Functional interdependence of BRD4 and DOT1L in MLL leukemia.

Sample Metadata Fields

Specimen part, Cell line, Treatment, Subject

View Samples
accession-icon SRP062099
RNASeq of MV4;11 cell treated with DMSO, I-BET, SGC0946 and combination of I-BET and SGC0946
  • organism-icon Homo sapiens
  • sample-icon 8 Downloadable Samples
  • Technology Badge IconIlluminaHiSeq2000

Description

Central to the molecular pathogenesis of MLL leukaemia is the abnormal co-optation of members of transcription complexes including disrupter of telomeric silencing 1-like (DOT1L) and bromodomain containing protein 4 (BRD4). Consequently, targeted therapies against DOT1L and BRD4 are currently being evaluated in clinical trials. However, the mechanisms by which BRD4 and DOT1L regulate leukaemogenic transcription programs remain unclear. Using quantitative proteomics, chemoproteomics and biochemical fractionation we find that native BRD4 and DOT1L exist in largely separate protein complexes. Genetic disruption or small molecule inhibition of BRD4 and DOT1L shows marked synergistic activity against MLL-FP leukaemia cell lines, primary human leukaemia cells and murine leukaemia models. Mechanistically, we find a previously unrecognised functional collaboration between DOT1L and BRD4 that is especially important at highly transcribed genes in close proximity to superenhancers. DOT1L via H3K79me2 facilitates the deposition of histone H4 acetylation, which in turn regulates the binding of BRD4 to chromatin. These data provide novel insights into the regulation of transcription and specify a molecular framework for therapeutic intervention in this poor prognostic disease. Overall design: RNASeq of MV4;11 cell treated with DMSO, I-BET, SGC0946 and combination of I-BET and SGC0946 in duplicate

Publication Title

Functional interdependence of BRD4 and DOT1L in MLL leukemia.

Sample Metadata Fields

No sample metadata fields

View Samples
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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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