Comparing gene expression in ABT-199 (venetoclax) sensitive and resistant diffuse large B cell lymphoma cell (DLBCL) lines
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE252306 | GEO | 2024/06/20
REPOSITORIES: GEO
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Project description:Genome wide DNA methylation profiling of parental, ABT-199 resistant population, and ABT-199 resistant clones from 3 acute myelogenous leukemia (AML) cell lines (MOLM-13, MV-4-11, OCI-AMLO2). The Illumina Infinium MethylationEPIC Human DNA methylation Beadchip was used to obtain DNA methylation profiles across approximately 850,000 CpGs from AML cell line samples. Samples include 4 ABT-199 sensitive parental MOLM-13 population samples, 4 ABT-199 resistant MOLM-13 population samples, 3 ABT-199 resistant MOLM-13 S2 clone samples, 3 ABT-199 resistant MOLM-13 S5 clone samples, 4 ABT-199 resistant MOLM-13 S6 clone samples, 3 ABT-199 sensitive parental MV-4-11 population samples, 3 ABT-199 resistant MV-4-11 population samples, 3 ABT-199 sensitive parental OCI-AML2 population samples, 3 ABT-199 resistant OCI-AML2 population samples, 3 ABT-199 resistant OCI-AML2 S1 clone samples, 3 ABT-199 resistant OCI-AML2 S2 clone samples, 3 ABT-199 resistant OCI-AML2 S8 clone samples.
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Project description:Drug-tolerant “persister” tumor cells underlie the emergence of drug-resistant clones contribute to relapse and disease progression; thus, identifying actionable targets that disable persisters and mitigate relapse are a high priority need. Although the BCL2-targeting agent venetoclax (ABT-199) has shown promising responses in mantle cell and double hit B cell lymphomas, resistance often arises, yet mechanistically how this occurs is unclear. Here we report that ABT-199 resistance can evolve from persister clones that have selective deletions at 18q21 that involve the drug target BCL2 and the apoptotic regulators Noxa (PMAIP1) and TCF4. Notably, reprogramming of super enhancers (SE) in persisters contributes to resistance, where there is a selection for SE-directed overexpression of the apoptotic regulator BCL2A1 and oncogenic transcription factors IKZF1 and FOXC1. At the same time, the SE reprogramming confers an opportunity for overcoming ABT-199 resistance. An unbiased drug screen on a platform that recapitulates the lymphoma microenvironment revealed that persisters are vulnerable to inhibitors of transcription initiation and elongation, and especially so to inhibitors of cyclin-dependent kinase 7 (CDK7) that is essential for transcription initiation. Specifically, CDK7 loss or inhibition eliminated the persister phenotype by disabling SE-driven expression of BCL2A1, IKZF1 and FOXC1. Thus, the co-treatment of ABT-199 with CDK7 inhibitors blocked the evolution of drug resistance, and provoked tumor regression in models of mantle cell lymphoma (MCL) and double hit lymphomas (DHL) that overexpress both MYC and BCL2. Together, these findings establish loss of apoptotic regulators and an adaptive transcriptional response as drug resistance mechanisms in lymphoma, more importantly, establish a rationale for transcription inhibition-based combination strategies to prevent and overcome drug resistance in B cell malignancies toward BCL2 inhibitor.
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Project description:Drug-tolerant “persister” cells underlie the emergence of drug-resistant clones and allow residual tumors to survive therapy; thus, represent an attractive therapeutic target to mitigate relapse. With the promising outcome, yet some resistance cases surfaced after the approval of venetoclax (ABT-199), we defined a novel invasive drug resistance mechanism induced by Bcl2 inhibitor via examining the evolution of drug tolerant persister clones generated with ABT-199 treatment. The ABT-199 drug-tolerant persister cells showed genetic alteration by losing the copy number at 18q21 paralleled with BCL2, PMAIP1 and TCF4 gene downregulation. The persister status are generated through major enhancer-remodeling mediated transcriptional activation of the super enhancer, which offered unique opportunity for overcoming the drug resistance. The insight of major determinant for ABT-199 persistence evolution identified the molecular vulnerability in Bcl2 inhibitor resistant lymphoma cells through CDK7 pathway inhibition. The combined CDK7 and BCL2 inhibition was found to be more effective against ABT-199 persistence ex vivo and in vivo rather than the parental line, and CDK7 inhibition eliminated the persister phenotype by blocking dynamic active enhancer formation to further prevent the evolution of drug resistance. Together, these studies unified genetic alteration and non-mutational adaptive response as a drug resistance mechanism, more importantly, demonstrated a rationale for transcriptional inhibition-based combination strategies to prevent and overcome drug resistance in B-cell malignancies.
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Project description:Drug-tolerant “persister” cells underlie the emergence of drug-resistant clones and allow residual tumors to survive therapy; thus, represent an attractive therapeutic target to mitigate relapse. With the promising outcome, yet some resistance cases surfaced after the approval of venetoclax (ABT-199), we defined a novel invasive drug resistance mechanism induced by Bcl2 inhibitor via examining the evolution of drug tolerant persister clones generated with ABT-199 treatment. The ABT-199 drug-tolerant persister cells showed genetic alteration by losing the copy number at 18q21 paralleled with BCL2, PMAIP1 and TCF4 gene downregulation. The persister status are generated through major enhancer-remodeling mediated transcriptional activation of the super enhancer, which offered unique opportunity for overcoming the drug resistance. The insight of major determinant for ABT-199 persistence evolution identified the molecular vulnerability in Bcl2 inhibitor resistant lymphoma cells through CDK7 pathway inhibition. The combined CDK7 and BCL2 inhibition was found to be more effective against ABT-199 persistence ex vivo and in vivo rather than the parental line, and CDK7 inhibition eliminated the persister phenotype by blocking dynamic active enhancer formation to further prevent the evolution of drug resistance. Together, these studies unified genetic alteration and non-mutational adaptive response as a drug resistance mechanism, more importantly, demonstrated a rationale for transcriptional inhibition-based combination strategies to prevent and overcome drug resistance in B-cell malignancies.
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Project description:Two mice in which luciferase-positive LOUCY ETP-ALL cells were xenografted were treated with either vehicle or ABT-199 (50 mg/kg) for 11 days. Afterwards, single cells suspensions were made from bone marrow and spleen of both mice for 10x Genomics scRNA-seq. Following quality control, a total of 13,681 spleen cells and 11,442 bone marrow cells of the control mouse and 15,955 spleen cells and 9,443 bone marrow cells of the ABT 199 treated mouse were processed for further analysis. Our data show that ABT-199 triggers transcriptional changes in T-cell differentiation genes in leukemic cells obtained from the spleen microenvironment. These results are in line with our previous findings that mature typical T-ALL are resistant to ABT-199.
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Project description:With the advent of new agents targeting CD20, Bruton's tyrosine kinase, and phosphoinositol-3 kinase for chronic lymphoid leukemia (CLL), more treatment options exist than ever before. B-cell lymphoma-2 (BCL-2) plays a major role in cellular apoptosis and is a druggable target. Small molecule inhibitors of BCL-2 are in active clinical studies. ABT-199 (venetoclax, RG7601, GDC-0199) has been granted breakthrough designation by FDA for relapsed or refractory CLL with 17p deletion. In this review, we summarized the latest clinical development of ABT-199/venetoclax and other novel agents targeting the BCL-2 proteins.
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Project description:The Bcl-2 family inhibitors venetoclax and navitoclax demonstrated potent antitumor activity in chronic lymphocytic leukemia patients, notably in reducing marrow load and adenopathy. Subsequent trials with venetoclax have been initiated in non-Hodgkin's lymphoma and multiple myeloma patients. Traditional preclinical models fall short either in faithfully recapitulating disease progression within such compartments or in allowing the direct longitudinal analysis of systemic disease. We show that intravenous inoculation of engineered RS4;11 (acute lymphoblastic leukemia) and Granta 519 (mantle cell lymphoma) bioluminescent reporter cell lines result in tumor engraftment of bone marrow, with additional invasion of the central nervous system in the case of Granta 519. Importantly, apoptosis induction and response of these systemically engrafted tumors to Bcl-2 family inhibitors alone or in combination with standard-of-care agents could be monitored longitudinally with optical imaging, and was more accurately reflective of the observed clinical response.
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Project description:Diffuse large B-cell lymphoma (DLBCL) and follicular lymphoma (FL) are the most prevalent B-lymphocyte neoplasms in which abnormal activation of the Bruton’s tyrosine kinase (BTK)–mediated B-cell receptor (BCR) signaling pathway contributes to pathogenesis. Ibrutinib is an oral covalent BTK inhibitor that has shown some efficacy in both indications. To improve ibrutinib efficacy through combination therapy, we first investigated differential gene expression in parental and ibrutinib-resistant cell lines to better understand the mechanisms of resistance. Ibrutinib-resistant TMD8 cells had higher BCL2 gene expression and increased sensitivity to ABT-199, a BCL-2 inhibitor. Consistently, clinical samples from ABC-DLBCL patients who experienced poorer response to ibrutinib had higher BCL2 gene expression. We further demonstrated synergistic growth suppression by ibrutinib and ABT-199 in multiple ABC-DLBCL, GCB-DLBCL, and FL lymphoma cell lines. The combination of both drugs also reduced colony formation, increased apoptosis, and inhibited tumor growth in a TMD8 xenograft model. A synergistic combination effect was also found in ibrutinib-resistant cells generated by either genetic mutation or drug treatment. Together, these findings suggest a potential clinical benefit from ibrutinib and ABT-199 combination therapy.
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