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1.
Cell Rep ; 42(12): 113564, 2023 12 26.
Article in English | MEDLINE | ID: mdl-38100350

ABSTRACT

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 share features with mesenchymal neuroblastoma and rhabdoid tumors and that 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 super-enhancer landscapes, but it is not required for mesenchymal state maintenance or for cellular viability. Our comprehensive, large-scale, multiplatform, multiomics study of both experimental and clinical TNBC is an important resource for the scientific and clinical research communities and opens venues for future investigation.


Subject(s)
Triple Negative Breast Neoplasms , Humans , Triple Negative Breast Neoplasms/pathology , Transcription Factors/metabolism , Gene Expression Regulation, Neoplastic , Homeodomain Proteins/metabolism
2.
Sci Adv ; 7(3)2021 01.
Article in English | MEDLINE | ID: mdl-33523897

ABSTRACT

Triple-negative breast cancer (TNBC) is a subtype of breast cancer without a targeted form of therapy. Unfortunately, up to 70% of patients with TNBC develop resistance to treatment. A known contributor to chemoresistance is dysfunctional mitochondrial apoptosis signaling. We set up a phenotypic small-molecule screen to reveal vulnerabilities in TNBC cells that were independent of mitochondrial apoptosis. Using a functional genetic approach, we identified that a "hit" compound, BAS-2, had a potentially similar mechanism of action to histone deacetylase inhibitors (HDAC). An in vitro HDAC inhibitor assay confirmed that the compound selectively inhibited HDAC6. Using state-of-the-art acetylome mass spectrometry, we identified glycolytic substrates of HDAC6 in TNBC cells. We confirmed that inhibition or knockout of HDAC6 reduced glycolytic metabolism both in vitro and in vivo. Through a series of unbiased screening approaches, we have identified a previously unidentified role for HDAC6 in regulating glycolytic metabolism.


Subject(s)
Triple Negative Breast Neoplasms , Apoptosis , Cell Line, Tumor , Cell Proliferation , Early Detection of Cancer , Histone Deacetylase 6/genetics , Histone Deacetylase 6/metabolism , Histone Deacetylase Inhibitors/pharmacology , Humans , Triple Negative Breast Neoplasms/drug therapy , Triple Negative Breast Neoplasms/genetics , Triple Negative Breast Neoplasms/metabolism
3.
Cancer Cell ; 36(4): 369-384.e13, 2019 10 14.
Article in English | MEDLINE | ID: mdl-31543463

ABSTRACT

Mitochondrial apoptosis can be effectively targeted in lymphoid malignancies with the FDA-approved B cell lymphoma 2 (BCL-2) inhibitor venetoclax, but resistance to this agent is emerging. We show that venetoclax resistance in chronic lymphocytic leukemia is associated with 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, which were confirmed in patient samples. Our data support the implementation of combinatorial therapy with metabolic modulators to address venetoclax resistance.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/pharmacology , Bridged Bicyclo Compounds, Heterocyclic/pharmacology , Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy , Mitochondria/pathology , Proto-Oncogene Proteins c-bcl-2/antagonists & inhibitors , Sulfonamides/pharmacology , Adult , Aged , Aged, 80 and over , Animals , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Apoptosis/drug effects , Apoptosis/genetics , Bridged Bicyclo Compounds, Heterocyclic/therapeutic use , Cell Line, Tumor , Clonal Evolution/drug effects , Disease Progression , Drug Resistance, Neoplasm/drug effects , Drug Resistance, Neoplasm/genetics , Energy Metabolism/drug effects , Energy Metabolism/genetics , Female , Gene Expression Regulation, Neoplastic , Humans , Leukemia, Lymphocytic, Chronic, B-Cell/pathology , Male , Mice , Middle Aged , Mitochondria/drug effects , Myeloid Cell Leukemia Sequence 1 Protein/metabolism , Oxidative Phosphorylation/drug effects , Proto-Oncogene Proteins c-bcl-2/metabolism , Sulfonamides/therapeutic use , Treatment Outcome , Xenograft Model Antitumor Assays
4.
J Exp Med ; 215(12): 3094-3114, 2018 12 03.
Article in English | MEDLINE | ID: mdl-30404791

ABSTRACT

The tendency of mitochondria to undergo or resist BCL2-controlled apoptosis (so-called mitochondrial priming) is a powerful predictor of response to cytotoxic chemotherapy. Fully exploiting this finding will require unraveling the molecular genetics underlying phenotypic variability in mitochondrial priming. Here, we report that mitochondrial apoptosis resistance in T cell acute lymphoblastic leukemia (T-ALL) is mediated by inactivation of polycomb repressive complex 2 (PRC2). In T-ALL clinical specimens, loss-of-function mutations of PRC2 core components (EZH2, EED, or SUZ12) were associated with mitochondrial apoptosis resistance. In T-ALL cells, PRC2 depletion induced resistance to apoptosis induction by multiple chemotherapeutics with distinct mechanisms of action. PRC2 loss induced apoptosis resistance via transcriptional up-regulation of the LIM domain transcription factor CRIP2 and downstream up-regulation of the mitochondrial chaperone TRAP1 These findings demonstrate the importance of mitochondrial apoptotic priming as a prognostic factor in T-ALL and implicate mitochondrial chaperone function as a molecular determinant of chemotherapy response.


Subject(s)
Apoptosis , Drug Resistance, Neoplasm , Neoplasm Proteins/metabolism , Polycomb Repressive Complex 2/metabolism , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/metabolism , Antineoplastic Agents/pharmacology , Cell Line, Tumor , Female , Gene Expression Regulation, Leukemic/drug effects , Humans , Male , Mitochondria/genetics , Mitochondria/metabolism , Mitochondria/pathology , Neoplasm Proteins/genetics , Polycomb Repressive Complex 2/genetics , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/drug therapy , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/genetics , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/pathology , Transcription, Genetic/drug effects , Up-Regulation/drug effects
5.
Sci Transl Med ; 9(413)2017 Oct 25.
Article in English | MEDLINE | ID: mdl-29070697

ABSTRACT

Numerous variant alleles are associated with human acute myeloid leukemia (AML). However, the same variants are also found in individuals with no hematological disease, making their functional relevance obscure. Through NOD.Cg-PrkdcscidIl2rgtmlWjl/Sz (NSG) xenotransplantation, we functionally identified preleukemic and leukemic stem cell populations present in FMS-like tyrosine kinase 3 internal tandem duplication-positive (FLT3-ITD)+ AML patient samples. By single-cell DNA sequencing, we identified clonal structures and linked mutations with in vivo fates, distinguishing mutations permissive of nonmalignant multilineage hematopoiesis from leukemogenic mutations. Although multiple somatic mutations coexisted at the single-cell level, inhibition of the mutation strongly associated with preleukemic to leukemic stem cell transition eliminated AML in vivo. Moreover, concurrent inhibition of BCL-2 (B cell lymphoma 2) uncovered a critical dependence of resistant AML cells on antiapoptotic pathways. Co-inhibition of pathways critical for oncogenesis and survival may be an effective strategy that overcomes genetic diversity in human malignancies. This approach incorporating single-cell genomics with the NSG patient-derived xenograft model may serve as a broadly applicable resource for precision target identification and drug discovery.


Subject(s)
Leukemia, Myeloid, Acute/genetics , Mutation/genetics , Signal Transduction/genetics , Animals , Animals, Newborn , Apoptosis/drug effects , Carcinogenesis/genetics , Carcinogenesis/pathology , Clone Cells , Female , Genomics , Humans , Leukemia, Myeloid, Acute/pathology , Male , Mice , Mitochondria/drug effects , Mitochondria/metabolism , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins c-bcl-2/metabolism , Sequence Analysis, DNA , Single-Cell Analysis , Xenograft Model Antitumor Assays
6.
Sci Rep ; 6: 35907, 2016 10 27.
Article in English | MEDLINE | ID: mdl-27786282

ABSTRACT

The intrinsic apoptotic pathway and the resultant mitochondrial outer membrane permeabilization (MOMP) via BAK and BAX oligomerization, cytochrome c (cytc) release, and caspase activation are well studied, but their effect on cytosolic pH is poorly understood. Using isolated mitochondria, we show that MOMP results in acidification of the surrounding medium. BAK conformational changes associated with MOMP activate the OMA1 protease to cleave OPA1 resulting in remodeling of the cristae and release of the highly concentrated protons within the cristae invaginations. This was revealed by utilizing a nanomaterial graphene as an optically clear and ultrasensitive pH sensor that can measure ionic changes induced by tethered mitochondria. With this platform, we have found that activation of mitochondrial apoptosis is accompanied by a gradual drop in extra-mitochondrial pH and a decline in membrane potential, both of which can be rescued by adding exogenous cytc. These findings have importance for potential pharmacological manipulation of apoptosis, in the treatment of cancer.


Subject(s)
Apoptosis/physiology , Mitochondrial Membranes/metabolism , Bcl-2-Like Protein 11/metabolism , Biosensing Techniques , Carbonyl Cyanide m-Chlorophenyl Hydrazone/pharmacology , Cell Line , Cytochromes c/metabolism , GTP Phosphohydrolases/metabolism , Graphite , HeLa Cells , Humans , Hydrogen-Ion Concentration , Membrane Potential, Mitochondrial/drug effects , Metalloendopeptidases/metabolism , Mitochondrial Membrane Transport Proteins , Mitochondrial Membranes/drug effects , Nanostructures , Permeability , Proto-Oncogene Proteins c-bcl-2/metabolism , bcl-2 Homologous Antagonist-Killer Protein/metabolism
7.
Cancer Discov ; 4(3): 362-75, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24346116

ABSTRACT

B-cell leukemia/lymphoma 2 (BCL-2) prevents commitment to programmed cell death at the mitochondrion. It remains a challenge to identify those tumors that are best treated by inhibition of BCL-2. Here, we demonstrate that acute myeloid leukemia (AML) cell lines, primary patient samples, and murine primary xenografts are very sensitive to treatment with the selective BCL-2 antagonist ABT-199. In primary patient cells, the median IC50 was approximately 10 nmol/L, and cell death occurred within 2 hours. Our ex vivo sensitivity results compare favorably with those observed for chronic lymphocytic leukemia, a disease for which ABT-199 has demonstrated consistent activity in clinical trials. Moreover, mitochondrial studies using BH3 profiling demonstrate activity at the mitochondrion that correlates well with cytotoxicity, supporting an on-target mitochondrial mechanism of action. Our protein and BH3 profiling studies provide promising tools that can be tested as predictive biomarkers in any clinical trial of ABT-199 in AML.


Subject(s)
Antineoplastic Agents/pharmacology , Bridged Bicyclo Compounds, Heterocyclic/pharmacology , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/genetics , Peptide Fragments/metabolism , Proto-Oncogene Proteins c-bcl-2/antagonists & inhibitors , Proto-Oncogene Proteins/metabolism , Sulfonamides/pharmacology , Aniline Compounds/pharmacology , Animals , Biomarkers, Tumor , Biphenyl Compounds/pharmacology , Cell Death/drug effects , Cell Line, Tumor , Drug Resistance, Neoplasm/drug effects , Gene Expression Regulation, Leukemic , Humans , Leukemia, Myeloid, Acute/pathology , Mice , Mitochondria/metabolism , Neoplasms, Experimental , Nitrophenols/pharmacology , Piperazines/pharmacology , Proto-Oncogene Proteins c-bcl-2/genetics , Xenograft Model Antitumor Assays
8.
Blood ; 114(13): 2699-708, 2009 Sep 24.
Article in English | MEDLINE | ID: mdl-19652203

ABSTRACT

Multiple myeloma (MM) is a cancer of plasma cells with complex molecular characteristics that evolves from monoclonal gammopathy of undetermined significance, a highly prevalent premalignant condition. MM is the second most frequent hematologic cancer in the United States, and it remains incurable, thereby highlighting the need for new therapeutic approaches, particularly those targeting common molecular pathways involved in disease progression and maintenance, shared across different MM subtypes. Here we report that Wnt/beta-catenin is one such pathway. We document the involvement of beta-catenin in cell-cycle regulation, proliferation, and invasion contributing to enhanced proliferative and metastatic properties of MM. The pleiotropic effects of beta-catenin in MM correlate with its transcriptional function, and we demonstrate regulation of a novel target gene, Aurora kinase A, implicating beta-catenin in G2/M regulation. beta-catenin and Aurora kinase A are present in most MM but not in normal plasma cells and are expressed in a pattern that parallels progression from monoclonal gammopathy of undetermined significance to MM. Our data provide evidence for a novel functional link between beta-catenin and Aurora kinase A, underscoring a critical role of these pathways in MM disease progression.


Subject(s)
Multiple Myeloma/genetics , Protein Serine-Threonine Kinases/genetics , Wnt Proteins/physiology , beta Catenin/physiology , Animals , Aurora Kinase A , Aurora Kinases , Cell Cycle/genetics , Cell Proliferation , Disease Progression , Drug Resistance, Neoplasm/genetics , Gene Expression Regulation, Enzymologic , Gene Expression Regulation, Neoplastic , Humans , Mice , Mice, Inbred NOD , Mice, SCID , Mice, Transgenic , Multiple Myeloma/pathology , Protein Serine-Threonine Kinases/physiology , Transplantation, Heterologous , Tumor Cells, Cultured , Wnt Proteins/genetics , beta Catenin/genetics
9.
Nat Rev Cancer ; 8(2): 121-32, 2008 Feb.
Article in English | MEDLINE | ID: mdl-18202696

ABSTRACT

Cancer cells survive despite violating rules of normal cellular behaviour that ordinarily provoke apoptosis. The blocks in apoptosis that keep cancer cells alive are therefore attractive candidates for targeted therapies. Recent studies have significantly increased our understanding of how interactions among proteins in the BCL2 family determine cell survival or death. It is now possible to systematically determine how individual cancers escape apoptosis. Such a determination can help predict not only whether cells are likely to be killed by antagonism of BCL2, but also whether they are likely to be sensitive to chemotherapy that kills by the intrinsic apoptotic pathway.


Subject(s)
Apoptosis , Neoplasms/pathology , Proto-Oncogene Proteins c-bcl-2/metabolism , Animals , Antineoplastic Agents/therapeutic use , Biomarkers, Tumor , Cell Survival , Humans , Mitochondria/pathology , Models, Biological , Neoplasms/drug therapy , Neoplasms/metabolism , Phagocytosis
10.
N Engl J Med ; 348(19): 1920-5; author reply 1920-5, 2003 May 08.
Article in English | MEDLINE | ID: mdl-12736287
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