CDK7 controls E2F- and MYC-driven proliferative and metabolic vulnerabilities in multiple myeloma
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ABSTRACT:
PROVIDER: PRJNA723315 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR14287521.fastq.gz | Fastqsanger.gz | |||
| SRR14287522.fastq.gz | Fastqsanger.gz | |||
| SRR14287523.fastq.gz | Fastqsanger.gz | |||
| SRR14287524.fastq.gz | Fastqsanger.gz | |||
| SRR14287525.fastq.gz | Fastqsanger.gz |
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Project description:Therapeutic targeting of CDK7 has proven beneficial in pre-clinical studies, yet the off-target effects of currently available CDK7 inhibitors make it difficult to pinpoint the exact mechanisms behind MM cell death mediated by CDK7 inhibition. Here, we show that CDK7 expression positively correlates with E2F and MYC transcriptional programs in multiple myeloma (MM) patient cells; and its selective targeting counteracts E2F activity via perturbation of the CDKs/Rb axis and impairs MYC-regulated metabolic gene signatures translating into defects in glycolysis and reduced levels of lactate production in MM cells. CDK7 inhibition using the covalent small molecule inhibitor YKL-5-124 elicits a strong therapeutic response with minimal effects on normal cells, and causes in vivo tumor regression increasing survival in several MM mouse models including a genetically engineered mouse model of MYC-dependent MM. Through its role as a critical cofactor and regulator of MYC and E2F activity, CDK7 is therefore a master regulator of oncogenic cellular programs supporting MM growth and survival, and a valuable therapeutic target providing rationale for development of YKL-5-124 for clinical use.
2023-02-01 | GSE172441 | GEO
Project description:Cyclin dependent kinases (CDKs) are high value therapeutical targets owing to their important roles in regulating transcription and the cell cycle — two pathways commonly altered in cancer and especially in multiple myeloma (MM). Among CDKs, CDK7 uniquely bridges cell cycle and transcriptional control by activating other cell cycle CDKs and forming the general transcription factor TFIIH. Utilizing a recently developed highly selective covalent inhibitor of CDK7, we demonstrate that CDK7 inhibition elicits a strong therapeutic response in MM blocking proliferation in vitro and driving tumor regression and prolonged survival in vivo. CDK7 inhibition counteracts molecular hallmarks of deregulated cell cycle control at the G1/S checkpoint. Additionally, we show CDK7 inhibition selectively downregulates oncogenic E2F and cell cycle gene expression programs. Combination treatment with JQ1 which target oncogenic enhancer driven gene expression programs proved highly synergistic. These results support CDK7 as an attractive and therapeutically actionable molecular vulnerability in MM. Cell count normalized RNA-seq in Sensitive MM cell lines (H929 and MM1S; 24 total samples; 3 technical replicates) upon treatment with the selective covalent CDK7 inhibitor YKL-5-124 Mariateresa,Fulciniti Nikhil,Munshi
2022-04-01 | GSE172444 | GEO
Project description:Cyclin dependent kinases (CDKs) are high value therapeutical targets owing to their important roles in regulating transcription and the cell cycle — two pathways commonly altered in cancer and especially in multiple myeloma (MM). Among CDKs, CDK7 uniquely bridges cell cycle and transcriptional control by activating other cell cycle CDKs and forming the general transcription factor TFIIH. Utilizing a recently developed highly selective covalent inhibitor of CDK7, we demonstrate that CDK7 inhibition elicits a strong therapeutic response in MM blocking proliferation in vitro and driving tumor regression and prolonged survival in vivo. CDK7 inhibition counteracts molecular hallmarks of deregulated cell cycle control at the G1/S checkpoint. Additionally, we show CDK7 inhibition selectively downregulates oncogenic E2F and cell cycle gene expression programs. Combination treatment with JQ1 which target oncogenic enhancer driven gene expression programs proved highly synergistic. These results support CDK7 as an attractive and therapeutically actionable molecular vulnerability in MM. Cell count normalized RNA-seq in Resistant MM cell lines (XG1 and AMO1; 18 total samples; 3 technical replicates) upon treatment with the selective covalent CDK7 inhibitor YKL-5-124 Mariateresa,Fulciniti Nikhil,Munshi
2022-04-01 | GSE172443 | GEO
Project description:Cyclin dependent kinases (CDKs) are high value therapeutical targets owing to their important roles in regulating transcription and the cell cycle — two pathways commonly altered in cancer and especially in multiple myeloma (MM). Among CDKs, CDK7 uniquely bridges cell cycle and transcriptional control by activating other cell cycle CDKs and forming the general transcription factor TFIIH. Utilizing a recently developed highly selective covalent inhibitor of CDK7, we demonstrate that CDK7 inhibition elicits a strong therapeutic response in MM blocking proliferation in vitro and driving tumor regression and prolonged survival in vivo. CDK7 inhibition counteracts molecular hallmarks of deregulated cell cycle control at the G1/S checkpoint. Additionally, we show CDK7 inhibition selectively downregulates oncogenic E2F and cell cycle gene expression programs. Combination treatment with JQ1 which target oncogenic enhancer driven gene expression programs proved highly synergistic. These results support CDK7 as an attractive and therapeutically actionable molecular vulnerability in MM. Cell count normalized RNA-seq in Resistant MM cell lines (XG1 and AMO1; 18 total samples; 3 technical replicates) upon treatment with the selective covalent CDK7 inhibitor YKL-5-124 Mariateresa,Fulciniti Nikhil,Munshi
2022-04-01 | GSE172442 | GEO
Project description:The relationship between promoter proximal transcription factor-associated gene expression and super-enhancer-driven transcriptional programs are not well-defined. Some level of their distinct genomic occupancy may suggest a mechanism with specific target gene control. We explored the transcriptional and functional interrelationship between E2F transcription factors and BET transcriptional co-activators in multiple myeloma. Global chromatin analysis reveals distinct regulatory axes for E2F and BETs, with E2F predominantly localized to active gene promoters of growth/proliferation genes and BETs disproportionately at enhancer- regulated tissue specific genes. Depletion of E2F selectively down-regulates its regulatory axis and is generally synergistic with BET inhibition. In vivo, combined inhibition of BETs and E2F strongly reduces tumor growth, implicating E2F as a myeloma dependency that is potently leveraged with BET inhibition.
2019-01-04 | GSE124607 | GEO
Project description:Dynamic transcriptional reprogramming leads to novel immunotherapeutic vulnerabilities in myeloma
| PRJNA681554 | ENA
Project description:Transcriptional profiling of primary Cdk7lox/lox MEFs comparing Adeno-Cre vs Adeno-GFP infected controls. Samples were obtained 7 days after the Adeno-Cre mediated elimination of Cdk7. Goal was to determine the effects of Cdk7 elimination on RNA polII-mediated transcription. Two-condition experiment, Adeno-Cre vs. Adeno-GFP infected Cdk7lox/lox MEFs. Biological replicates: 10 independent primary MEF preparations.
2012-04-17 | E-GEOD-36050 | biostudies-arrayexpress
Project description:CDK7 inhibition interdicts deregulated transcription and cell cycle control in multiple myeloma
| PRJNA723314 | ENA
Project description:Purpose: Resistance to endocrine therapy (ET) and CDK4/6 inhibitors (CDK4/6i) is a clinical challenge in estrogen receptor (ER) positive (ER+) breast cancer (BC). Cyclin-dependent kinase 7 (CDK7) is a candidate target in endocrine resistant ER+ BC models and selective CDK7 inhibitors (CDK7i) are in clinical development for the treatment of ER+ BC. Nonetheless, the precise mechanisms responsible for the activity of CDK7i in ER+ BC remain elusive. Herein, we sought to unravel these mechanisms. Experimental Design: We conducted multi-omic analyses in ER+ BC models in vitro and in vivo including models with different genetic backgrounds. We also performed genome wide CRISPR knock-out library screens to identify potential therapeutic vulnerabilities in CDK4/6i resistance models. Results: We found that the on-target anti-tumor effects of CDK7 inhibition in ER+ BC are in part p53 dependent, involve cell-cycle inhibition and suppression of c-Myc. Moreover, CDK7 inhibition exhibited cytotoxic effects, distinctive from the cytostatic nature of ETs and CDK4/6i. CDK7 inhibition resulted in suppression of ER phosphorylation at S118, however, long-term CDK7 inhibition resulted in increased ER signaling, supporting the combination of ET with a CDK7i. Lastly, genome wide CRISPR/Cas9 screens identified CDK7 and MYC signaling as putative vulnerabilities in CDK4/6i resistance, and CDK7 inhibition effectively inhibited CDK4/6i resistant models. Conclusions: Taken together, these findings support the clinical investigation of selective CDK7 inhibition combined with ET to overcome treatment resistance in ER+ BC. In addition, our study highlights the potential of increased c-Myc activity and intact p53 as predictors for sensitivity to CDK7 inhibitor-based treatments.
2024-02-12 | GSE230362 | GEO
Project description:We combined cryo-EM, transcriptomics, and a clinically relevant inhibitor to define how the TFIIH-associated CDK7 kinase coordinately controls the cell cycle and RNA polymerase II (RNAPII) transcription. CDK7 inhibition rapidly blocked expression of constitutively active genes, whereas inducible genes were unaffected. Distinct sets of sequence-specific, DNA-binding transcription factors (TFs) regulate constitutive vs. inducible genes; accordingly, inducible TFs (e.g. HSF1) were refractory to CDK7 inhibition. By contrast, CDK7 was required to maintain activity of a core set of promoter-associated TFs that drive proliferative gene expression programs; these core TFs (n=78) are constitutively active in proliferating cells. Thus, a major biological function for CDK7 is regulation of TFs that drive cell proliferation, revealing an apparent universal mechanism by which CDK7 coordinates RNAPII transcription with cell cycle regulation.
2024-12-19 | GSE262536 | GEO