CRISPR-Enabled Profiling of Enhancer RNA-Producing Super-Enhancers in Triple-Negative Breast Cancer Identifies Drivers of Tumor Progression [RNA-Seq]
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA980829 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR24844300_1.fastq.gz | Fastqsanger.gz | |||
| SRR24844300_2.fastq.gz | Fastqsanger.gz | |||
| SRR24844301_1.fastq.gz | Fastqsanger.gz | |||
| SRR24844301_2.fastq.gz | Fastqsanger.gz | |||
| SRR24844302_1.fastq.gz | Fastqsanger.gz |
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Project description:Triple-negative breast cancer (TNBC) is the most therapeutically recalcitrant form of breast cancer. Pioneering genomic studies have identified the repertoire of expressed genes in the distinct molecular subtypes of breast cancer and have been instrumental in providing diagnostic, prognostic, and therapeutic guidance. Yet breast cancer remains the second leading cause of cancer mortality in women. This is due, in part, to the paucity of targeted therapies for triple-negative breast cancer (TNBC). We posit that a systematic analysis of regulatory elements that extend beyond protein coding genes will lead to novel avenues for therapeutic intervention. To this end, we analyzed the regulatory mechanisms of TNBC-specific transcriptional enhancers together with their non-coding enhancer RNA (eRNA) transcripts. We systematically probed the functions of the top 30 eRNA-producing super-enhancers using a high-throughput CRISPR-interference (dCas9-KRAB) assay coupled to RNA-seq that enabled unbiased detection of target genes genome-wide. Utilizing Hi-C, we constructed 3D chromatin interaction maps to annotate direct target genes for each super-enhancer and highlight their proclivity for genes that portend worse clinical outcomes in TNBC patients. To illustrate the utility of this dataset, we selected a novel super-enhancer controlling the nearby PODXL gene and demonstrate that deletion of the super-enhancer (via Cas9 deletion) or specific degradation of its enhancer RNAs (via Cas13 RNA cleavage) leads to profound effects on target gene expression, cell proliferation, and migration. Furthermore, complete knockout of the PODXL super-enhancer leads to a significant decrease in tumor growth and metastatic potential in mouse xenograft experiments. Collectively, this work examines several fundamental questions about how regulatory information encoded into eRNA-producing super-enhancers drives gene expression networks that underlie the biology of triple-negative breast cancer.
2024-08-14 | GSE234324 | GEO
Project description:Triple-negative breast cancer (TNBC) is the most therapeutically recalcitrant form of breast cancer. Pioneering genomic studies have identified the repertoire of expressed genes in the distinct molecular subtypes of breast cancer and have been instrumental in providing diagnostic, prognostic, and therapeutic guidance. Yet breast cancer remains the second leading cause of cancer mortality in women. This is due, in part, to the paucity of targeted therapies for triple-negative breast cancer (TNBC). We posit that a systematic analysis of regulatory elements that extend beyond protein coding genes will lead to novel avenues for therapeutic intervention. To this end, we analyzed the regulatory mechanisms of TNBC-specific transcriptional enhancers together with their non-coding enhancer RNA (eRNA) transcripts. We systematically probed the functions of the top 30 eRNA-producing super-enhancers using a high-throughput CRISPR-interference (dCas9-KRAB) assay coupled to RNA-seq that enabled unbiased detection of target genes genome-wide. Utilizing Hi-C, we constructed 3D chromatin interaction maps to annotate direct target genes for each super-enhancer and highlight their proclivity for genes that portend worse clinical outcomes in TNBC patients. To illustrate the utility of this dataset, we selected a novel super-enhancer controlling the nearby PODXL gene and demonstrate that deletion of the super-enhancer (via Cas9 deletion) or specific degradation of its enhancer RNAs (via Cas13 RNA cleavage) leads to profound effects on target gene expression, cell proliferation, and migration. Furthermore, complete knockout of the PODXL super-enhancer leads to a significant decrease in tumor growth and metastatic potential in mouse xenograft experiments. Collectively, this work examines several fundamental questions about how regulatory information encoded into eRNA-producing super-enhancers drives gene expression networks that underlie the biology of triple-negative breast cancer.
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Project description:CRISPR-Enabled Profiling of Enhancer RNA-Producing Super-Enhancers in Triple-Negative Breast Cancer Identifies Drivers of Tumor Progression [Hi-C]
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Project description:Chromatin regulators have become highly attractive targets for cancer therapy, yet many of these regulators are expressed in a broad range of healthy cells and contribute generally to gene expression. An important conundrum has thus emerged: how can inhibition of a general regulator of gene expression produce selective effects at specific oncogenes? Here we investigate how inhibition of the transcriptional coactivator BRD4 (Bromodomain containing 4) leads to selective inhibition of disease-critical oncogenes in a highly malignant blood cancer, multiple myeloma (MM). We found that BRD4 generally occupies the promoter elements of active genes together with the Mediator coactivator, but remarkably high levels of these two coactivator proteins were associated with a small set of exceptionally large enhancers. These super-enhancers are associated with genes that feature prominently in MM biology, including the MYC oncogene. Treatment of MM tumor cells with the BET-bromodomain inhibitor JQ1 led to preferential loss of BRD4 at super-enhancers and consequent transcription elongation defects that preferentially impact genes with super-enhancers, including the c-MYC oncogene. Super-enhancers were found at key oncogenic drivers in many other tumor cells. Thus, super-enhancers can regulate oncogenic drivers in tumor cells, which in some cells can be preferentially disrupted by BRD4 inhibition, which in turn contributes to the selective transcriptional effects observed at these oncogenes. These observations have implications for the discovery of novel cancer therapeutics directed at components of super-enhancers in diverse tumor types. ChIP-Seq for chromatin regulators and RNA Polymerase II in multiple myeloma, glioblastoma multiforme, and small cell lung cancer
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Project description:Chromatin regulators have become highly attractive targets for cancer therapy, yet many of these regulators are expressed in a broad range of healthy cells and contribute generally to gene expression. An important conundrum has thus emerged: how can inhibition of a general regulator of gene expression produce selective effects at specific oncogenes? Here we investigate how inhibition of the transcriptional coactivator BRD4 (Bromodomain containing 4) leads to selective inhibition of disease-critical oncogenes in a highly malignant blood cancer, multiple myeloma (MM). We found that BRD4 generally occupies the promoter elements of active genes together with the Mediator coactivator, but remarkably high levels of these two coactivator proteins were associated with a small set of exceptionally large enhancers. These super-enhancers are associated with genes that feature prominently in MM biology, including the MYC oncogene. Treatment of MM tumor cells with the BET-bromodomain inhibitor JQ1 led to preferential loss of BRD4 at super-enhancers and consequent transcription elongation defects that preferentially impact genes with super-enhancers, including the c-MYC oncogene. Super-enhancers were found at key oncogenic drivers in many other tumor cells. Thus, super-enhancers can regulate oncogenic drivers in tumor cells, which in some cells can be preferentially disrupted by BRD4 inhibition, which in turn contributes to the selective transcriptional effects observed at these oncogenes. These observations have implications for the discovery of novel cancer therapeutics directed at components of super-enhancers in diverse tumor types. Gene expression profiling in multiple myeloma cells after BET-Bromodomain inhibition with JQ1
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Project description:Here we apply integrated epigenomic and transcriptomic profiling to uncover super-enhancer heterogeneity between breast cancer subtypes, and provide clinically relevant biological insights towards TNBC. Using CRISPR/Cas9-mediated gene editing, we identify genes that are specifically regulated by TNBC-specific super-enhancers, including FOXC1 and MET, thereby unveiling a mechanism for specific overexpression of the key oncogenes in TNBC. We also identify ANLN as a novel TNBC-specific gene regulated by super-enhancer. Our studies reveal a TNBC-specific epigenomic landscape, contributing to the dysregulated oncogene expression in breast tumorigenesis.
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Project description:Triple-negative breast cancer (TNBC) is a heterogeneous disease with limited treatment options. To characterize TNBC heterogeneity, we defined transcriptional, epigenetic, and metabolic subtypes, and subtype-driving super-enhancers and transcription factors by combining functional and molecular profiling with computational analyses. Single cell RNA sequencing revealed relative homogeneity of the major transcriptional subtypes (luminal, basal, and mesenchymal) within samples. We found that mesenchymal TNBCs are more similar to mesenchymal neuroblastoma and rhabdoid tumors than to other TNBC subtypes, and the PRRX1 transcription factor is a key driver of these tumors. PRRX1 is sufficient for inducing mesenchymal features in basal but not in luminal TNBC cells via reprogramming cellular super-enhancer landscapes and transcriptome but it is not required for its maintenance and for cellular viability. Our comprehensive, large scale, multi-platform, multi-omics study of both experimental and clinical TNBC is an excellent resource for the scientific and clinical research communities as it opens new venues for future investigations.
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