Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR10268925_1.fastq.gz | Fastqsanger.gz | |||
| SRR10268925_2.fastq.gz | Fastqsanger.gz | |||
| SRR10268926_1.fastq.gz | Fastqsanger.gz | |||
| SRR10268926_2.fastq.gz | Fastqsanger.gz | |||
| SRR10268927_1.fastq.gz | Fastqsanger.gz |
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Project description:BCL-2 inhibitors such as venetoclax offer therapeutic promise in acute myeloid leukemia (AML) and other cancers, but drug resistance poses a significant challenge. It is crucial to understand the mechanisms that regulate venetoclax response. While correlative studies have identified numerous genes linked to venetoclax sensitivity, their direct impact on the drug response remains unclear. In this study, we targeted around 1,400 genes upregulated in venetoclax-sensitive primary AML samples and carried out a CRISPR knockout screen to evaluate their direct effects on venetoclax response. Our screen identified the transcription factor ZNF740 as a critical regulator, with its expression consistently predicting venetoclax sensitivity across subtypes of the FAB classification. ZNF740 depletion leads to increased resistance to venetoclax, while its overexpression enhances sensitivity to the drug. Mechanistically, our integrative transcriptomic and genomic analysis identifies NOXA as a direct target of ZNF740, which negatively regulates MCL-1 protein stability. Loss of ZNF740 downregulates NOXA and increases the steady state protein levels of MCL-1 in AML cells. Restoring NOXA expression in ZNF740-depleted cells re-sensitizes AML cells to venetoclax treatment. Furthermore, we demonstrated that dual targeting of MCL-1 and BCL-2 effectively treats ZNF740-deficient AML in vivo. Together, our work systematically elucidates the causal relationship between venetoclax response signature genes and establishes ZNF740 as a novel transcription factor regulating venetoclax sensitivity.
2024-09-04 | GSE267343 | GEO
Project description:Determinants of venetoclax resistance
| PRJNA558091 | ENA
Project description:Determinants of venetoclax resistance
| PRJNA558092 | ENA
Project description:To assess the synergistic effects of CDK7 inhibitor with Venetoclax, we performed RNA sequencing and gene set enrichment analysis using Venetoclax sensitive and resistant model systems. RNA-sequencing from paired Venetoclax-sensitive and Venetoclax-resistant cells treated with CDK7 inhibitor showed downregulation of genes involved in proliferation and apoptosis. CDK7 inhibitor induces apoptosis in AML cells and combined treatment with Venetoclax led to synergistic effects in overcoming resistance.
2023-07-24 | GSE231745 | GEO
Project description:The translocation t(11;14) occurs in 20% of multiple myeloma (MM) patients and results in the upregulation of CCND1. Nearly two-thirds of t(11;14) MM cells are BCL2 primed and highly responsive to the oral BCL2 inhibitor venetoclax. While it is evident that this unique sensitivity to venetoclax depends on the BH3-proapoptotic protein priming of BCL2, the biology underlying t(11;14) MM dependency on BCL2 is poorly defined. Importantly, the epigenetic regulation of t(11;14) transcriptomes and its impact on gene regulation and clinical response to venetoclax remains elusive. In this study, by integrating ATACseq and RNAseq at the single-cell level in primary MM samples, we have defined the epigenetic regulome and transcriptome associated with t(11;14) MM. A "B cell-like" epigenetic signature was enriched in t(11;14) MM, confirming its phylogeny link to B cell rather than plasma cell biology. Of note, a loss of a "B cell-like" epigenetic signature with a gain of canonical plasma cell transcription factors was observed at the time of resistance to venetoclax. In addition, MCL1 and BCL2L1 copy number gains and structural rearrangements were linked to venetoclax resistance in t(11;14) MM patients. To date, this is the first study in which both scATAC-seq and scRNA-seq analysis are integrated into primary MM cells to obtain a deeper resolution of the epigenetic regulome and transcriptome associated with t(11;14) MM biology and venetoclax resistance.
2023-09-21 | GSE199268 | GEO
Project description:Venetoclax is the first example of personalized medicine for multiple myeloma (MM), with meaningful clinical activity as a monotherapy and in combination in myeloma patients harboring the t(11:14) translocation. However, despite the high response rates and prolonged PFS, a significant proportion of patients eventually relapse. Here, we aimed to study adaptive molecular responses after the acquisition of venetoclax resistance in sensitive t(11:14) MM cell models. We therefore generated single-cell venetoclax-resistant t(11:14) MM cell lines and investigated the mechanisms contributing to resistance as well as the cells’ sensitivity to other treatments. Our data suggests that acquired resistance to venetoclax is characterized by reduced mitochondrial priming and changes in BCL-2 family proteins’ expression in MM cells, conferring broad resistance to standard-of-care anti-myeloma drugs. However, our results show that the resistant cells are still sensitive to immunotherapeutic treatments, highlighting the need to consider appropriate sequencing of these treatments following venetoclax-based regimens.
2024-06-06 | GSE269245 | GEO
Project description:Genetic determinants of venetoclax resistance
| PRJNA528105 | ENA
Project description:Guieze R, Liu VM, Rosebrock D, Jourdain AA, Hernandez-Sanchez M, Martinez A, Sun J, Baranowski K, Thompson PA, Heo J, Cartun Z, Aygun O, Notarangelo G, Livitz D, Li S, Hacken ET, Davids MS, Iorgelescu JB, Zhang W, Biran A, Fernandes SM, Brown JR, Ana Lako A, Ciantra ZB, Keskin DB, Udeshi ND, Wierda WG, Livak KJ, Letai AG, Neuberg D, Harper JW, Carr SA, Piccioni F, Ott CJ, Leshchiner I, Johannessen CM, Doench J, Mootha VK, Getz G, Wu CJ. 2019. Mitochondrial apoptosis can now be targeted in lymphoid malignancies with the first FDA-approved B-cell lymphoma 2 (BCL-2) inhibitor venetoclax, but resistance to this agent is emerging. We show that resistance to venetoclax in patients with chronic lymphocytic leukemia is associated with marked and complex clonal shifts. To identify determinants of resistance, we conducted parallel genome-scale screens of the BCL-2-driven OCI-Ly1 lymphoma cell line after venetoclax exposure along with integrated expression profiling and functional characterization of drug-resistant and engineered cell lines. We identified regulators of lymphoid transcription and cellular energy metabolism as drivers of venetoclax resistance in addition to the known involvement by BCL-2 family members. Systematic analyses of patient samples and cell lines confirmed MCL-1 overexpression and AMPK activation as underlying mechanisms for venetoclax resistance. Our data support the implementation of combinatorial therapy with metabolic modulators to address venetoclax resistance.
2019-03-02 | MSV000083512 | MassIVE
Project description:Therapy resistance is a major challenge in the treatment of cancer. Here, we performed CRISPR/Cas9 screens across a broad range of therapies used in acute myeloid leukemia (AML) to identify genomic determinants of drug response. Our screens uncovered a selective dependency on RNA splicing factors whose loss preferentially synergized with the BCL2 inhibitor venetoclax. Loss of the splicing factor RBM10 augmented response to venetoclax in leukemia yet was completely dispensable for normal hematopoiesis. Combined RBM10 and BCL2 inhibition led to mis-splicing and inactivation of the inhibitor of apoptosis XIAP and downregulation of BCL2A1, an anti-apoptotic protein implicated in venetoclax resistance. A novel inhibitor of splicing kinase families CLKs and DYRKs led to intron retention of key splicing factors identified from our screens, synergized with venetoclax, and overcame resistance to BCL2 inhibition. Our findings underscore the central importance of splicing in modulating apoptosis and provide a strategy to improve venetoclax-based treatments.
2022-10-31 | GSE199159 | GEO
Project description:Therapy resistance is a major challenge in the treatment of cancer. Here, we performed CRISPR/Cas9 screens across a broad range of therapies used in acute myeloid leukemia (AML) to identify genomic determinants of drug response. Our screens uncovered a selective dependency on RNA splicing factors whose loss preferentially synergized with the BCL2 inhibitor venetoclax. Loss of the splicing factor RBM10 augmented response to venetoclax in leukemia yet was completely dispensable for normal hematopoiesis. Combined RBM10 and BCL2 inhibition led to mis-splicing and inactivation of the inhibitor of apoptosis XIAP and downregulation of BCL2A1, an anti-apoptotic protein implicated in venetoclax resistance. A novel inhibitor of splicing kinase families CLKs and DYRKs led to intron retention of key splicing factors identified from our screens, synergized with venetoclax, and overcame resistance to BCL2 inhibition. Our findings underscore the central importance of splicing in modulating apoptosis and provide a strategy to improve venetoclax-based treatments.
2022-10-31 | GSE199160 | GEO