RESUMEN
The implementation of targeted therapies for acute myeloid leukaemia (AML) has been challenging because of the complex mutational patterns within and across patients as well as a dearth of pharmacologic agents for most mutational events. Here we report initial findings from the Beat AML programme on a cohort of 672 tumour specimens collected from 562 patients. We assessed these specimens using whole-exome sequencing, RNA sequencing and analyses of ex vivo drug sensitivity. Our data reveal mutational events that have not previously been detected in AML. We show that the response to drugs is associated with mutational status, including instances of drug sensitivity that are specific to combinatorial mutational events. Integration with RNA sequencing also revealed gene expression signatures, which predict a role for specific gene networks in the drug response. Collectively, we have generated a dataset-accessible through the Beat AML data viewer (Vizome)-that can be leveraged to address clinical, genomic, transcriptomic and functional analyses of the biology of AML.
Asunto(s)
Regulación Neoplásica de la Expresión Génica/genética , Genoma Humano/genética , Genómica , Leucemia Mieloide Aguda/genética , Subunidad alfa 2 del Factor de Unión al Sitio Principal/genética , ADN (Citosina-5-)-Metiltransferasas/genética , ADN Metiltransferasa 3A , Conjuntos de Datos como Asunto , Exoma/genética , Femenino , Humanos , Leucemia Mieloide Aguda/tratamiento farmacológico , Leucemia Mieloide Aguda/metabolismo , Masculino , Terapia Molecular Dirigida , Proteínas Nucleares/genética , Nucleofosmina , Proteínas Proto-Oncogénicas/genética , Proteínas Represoras/genética , Análisis de Secuencia de ARN , Factores de Empalme Serina-Arginina/genéticaRESUMEN
Translating the genetic and epigenetic heterogeneity underlying human cancers into therapeutic strategies is an ongoing challenge. Large-scale sequencing efforts have uncovered a spectrum of mutations in many hematologic malignancies, including acute myeloid leukemia (AML), suggesting that combinations of agents will be required to treat these diseases effectively. Combinatorial approaches will also be critical for combating the emergence of genetically heterogeneous subclones, rescue signals in the microenvironment, and tumor-intrinsic feedback pathways that all contribute to disease relapse. To identify novel and effective drug combinations, we performed ex vivo sensitivity profiling of 122 primary patient samples from a variety of hematologic malignancies against a panel of 48 drug combinations. The combinations were designed as drug pairs that target nonoverlapping biological pathways and comprise drugs from different classes, preferably with Food and Drug Administration approval. A combination ratio (CR) was derived for each drug pair, and CRs were evaluated with respect to diagnostic categories as well as against genetic, cytogenetic, and cellular phenotypes of specimens from the two largest disease categories: AML and chronic lymphocytic leukemia (CLL). Nearly all tested combinations involving a BCL2 inhibitor showed additional benefit in patients with myeloid malignancies, whereas select combinations involving PI3K, CSF1R, or bromodomain inhibitors showed preferential benefit in lymphoid malignancies. Expanded analyses of patients with AML and CLL revealed specific patterns of ex vivo drug combination efficacy that were associated with select genetic, cytogenetic, and phenotypic disease subsets, warranting further evaluation. These findings highlight the heuristic value of an integrated functional genomic approach to the identification of novel treatment strategies for hematologic malignancies.
Asunto(s)
Antineoplásicos/uso terapéutico , Neoplasias Hematológicas/tratamiento farmacológico , Leucemia Linfocítica Crónica de Células B/tratamiento farmacológico , Leucemia Mieloide Aguda/tratamiento farmacológico , Combinación de Medicamentos , Neoplasias Hematológicas/metabolismo , Humanos , Leucemia Linfocítica Crónica de Células B/metabolismo , Leucemia Mieloide Aguda/metabolismo , Mutación/efectos de los fármacos , Fosfatidilinositol 3-Quinasas/metabolismo , Proteínas Proto-Oncogénicas c-bcl-2/metabolismo , Receptores de Factor Estimulante de Colonias de Granulocitos y Macrófagos/metabolismoRESUMEN
RATIONALE: Arterial endothelial cells are morphologically, functionally, and molecularly distinct from those found in veins and lymphatic vessels. How arterial fate is acquired during development and maintained in adult vessels is incompletely understood. OBJECTIVE: We set out to identify factors that promote arterial endothelial cell fate in vivo. METHODS AND RESULTS: We developed a functional assay, allowing us to monitor and manipulate arterial fate in vivo, using arteries isolated from quails that are grafted into the coelom of chick embryos. Endothelial cells migrate out from the grafted artery, and their colonization of host arteries and veins is quantified. Here we show that sympathetic innervation promotes arterial endothelial cell fate in vivo. Removal of sympathetic nerves decreases arterial fate and leads to colonization of veins, whereas exposure to sympathetic nerves or norepinephrine imposes arterial fate. Mechanistically, sympathetic nerves increase endothelial ERK (extracellular signal-regulated kinase) activity via adrenergic α1 and α2 receptors. CONCLUSIONS: These findings show that sympathetic innervation promotes arterial endothelial fate and may lead to novel approaches to improve arterialization in human disease.
Asunto(s)
Fibras Adrenérgicas/enzimología , Arterias/enzimología , Arterias/inervación , Endotelio Vascular/enzimología , Endotelio Vascular/inervación , Quinasas MAP Reguladas por Señal Extracelular/metabolismo , Animales , Arterias/crecimiento & desarrollo , Movimiento Celular/fisiología , Embrión de Pollo , Membrana Corioalantoides/enzimología , Membrana Corioalantoides/crecimiento & desarrollo , Membrana Corioalantoides/inervación , Coturnix , Endotelio Vascular/crecimiento & desarrollo , Activación Enzimática/fisiología , Células Endoteliales de la Vena Umbilical Humana/enzimología , Humanos , Técnicas de Cultivo de Órganos , Sistema Nervioso Periférico/enzimología , Sistema Nervioso Periférico/crecimiento & desarrollo , Trasplante de Tejidos/métodos , Arterias Umbilicales/enzimología , Arterias Umbilicales/crecimiento & desarrolloRESUMEN
Development of resistance to kinase inhibitors remains a clinical challenge. Kinase domain mutations are a common mechanism of resistance in chronic myeloid leukemia (CML), yet the mechanism of resistance in the absence of mutations remains unclear. We tested proteins from the bone marrow microenvironment and found that FGF2 promotes resistance to imatinib in vitro. Fibroblast growth factor 2 (FGF2) was uniquely capable of promoting growth in both short- and long-term assays through the FGF receptor 3/RAS/c-RAF/mitogen-activated protein kinase pathway. Resistance could be overcome with ponatinib, a multikinase inhibitor that targets BCR-ABL and FGF receptor. Clinically, we identified CML patients without kinase domain mutations who were resistant to multiple ABL kinase inhibitors and responded to ponatinib treatment. In comparison to CML patients with kinase domain mutations, these patients had increased FGF2 in their bone marrow when analyzed by immunohistochemistry. Moreover, FGF2 in the marrow decreased concurrently with response to ponatinib, further suggesting that FGF2-mediated resistance is interrupted by FGF receptor inhibition. These results illustrate the clinical importance of ligand-induced resistance to kinase inhibitors and support an approach of developing rational inhibitor combinations to circumvent resistance.
Asunto(s)
Resistencia a Antineoplásicos/genética , Factor 2 de Crecimiento de Fibroblastos/genética , Imidazoles/farmacología , Leucemia Mielógena Crónica BCR-ABL Positiva/genética , Mutación , Dominios y Motivos de Interacción de Proteínas/genética , Inhibidores de Proteínas Quinasas/farmacología , Piridazinas/farmacología , Antineoplásicos/farmacología , Antineoplásicos/uso terapéutico , Benzamidas/farmacología , Línea Celular Tumoral , Factor 2 de Crecimiento de Fibroblastos/química , Factor 2 de Crecimiento de Fibroblastos/metabolismo , Humanos , Mesilato de Imatinib , Imidazoles/uso terapéutico , Células K562 , Leucemia Mielógena Crónica BCR-ABL Positiva/tratamiento farmacológico , Leucemia Mielógena Crónica BCR-ABL Positiva/metabolismo , Proteínas Quinasas Activadas por Mitógenos/metabolismo , Piperazinas/farmacología , Inhibidores de Proteínas Quinasas/uso terapéutico , Proteínas Proto-Oncogénicas c-abl/antagonistas & inhibidores , Proteínas Proto-Oncogénicas c-abl/metabolismo , Proteínas Proto-Oncogénicas c-raf/metabolismo , Proteínas Proto-Oncogénicas p21(ras)/metabolismo , Piridazinas/uso terapéutico , Pirimidinas/farmacología , Receptor Tipo 3 de Factor de Crecimiento de Fibroblastos/antagonistas & inhibidores , Receptor Tipo 3 de Factor de Crecimiento de Fibroblastos/metabolismo , Transducción de Señal , Microambiente Tumoral/efectos de los fármacos , Microambiente Tumoral/genéticaRESUMEN
Acute myeloid leukemia (AML) is a cancer of myeloid-lineage cells with limited therapeutic options. We previously combined ex vivo drug sensitivity with genomic, transcriptomic, and clinical annotations for a large cohort of AML patients, which facilitated discovery of functional genomic correlates. Here, we present a dataset that has been harmonized with our initial report to yield a cumulative cohort of 805 patients (942 specimens). We show strong cross-cohort concordance and identify features of drug response. Further, deconvoluting transcriptomic data shows that drug sensitivity is governed broadly by AML cell differentiation state, sometimes conditionally affecting other correlates of response. Finally, modeling of clinical outcome reveals a single gene, PEAR1, to be among the strongest predictors of patient survival, especially for young patients. Collectively, this report expands a large functional genomic resource, offers avenues for mechanistic exploration and drug development, and reveals tools for predicting outcome in AML.
Asunto(s)
Leucemia Mieloide Aguda , Diferenciación Celular , Estudios de Cohortes , Humanos , Leucemia Mieloide Aguda/tratamiento farmacológico , Leucemia Mieloide Aguda/genética , Receptores de Superficie Celular/genética , TranscriptomaRESUMEN
In this issue of Cancer Discovery, Sodir and colleagues employ a pancreatic ductal adenocarcinoma mouse model with mutant KRAS and inducible MYC to demonstrate that MYC acts as a reversible driver of malignant tumor progression. Abrogation of MYC triggers rapid regression and disassembly of the ensemble tumor through both cancer cell-intrinsic and cancer cell-extrinsic mechanisms, providing a compelling rationale for therapeutic targeting of MYC.See related article by Sodir et al., p. 588.
Asunto(s)
Adenocarcinoma , Carcinoma Ductal Pancreático , Neoplasias Pancreáticas , Adenocarcinoma/tratamiento farmacológico , Adenocarcinoma/genética , Animales , Carcinoma Ductal Pancreático/tratamiento farmacológico , Carcinoma Ductal Pancreático/genética , Ratones , Neoplasias Pancreáticas/tratamiento farmacológico , Neoplasias Pancreáticas/genética , FenotipoRESUMEN
In cancer, suppression of protein phosphatases, such as protein phosphatase 2A (PP2A), that normally counteract kinases, contributes to aberrant signaling. Leonard et al. recently demonstrated that a novel small-molecule activator of PP2A, DT-061, selectively stabilizes a specific PP2A holoenzyme responsible for dephosphorylating critical oncogenic targets, including MYC. The 3.6-Å cryo-electron microscopy map of the heterotrimer assembly provides insight into the druggable structure of PP2A, guiding future phosphatase therapeutics.
Asunto(s)
Neoplasias , Proteína Fosfatasa 2 , Microscopía por Crioelectrón , Humanos , Neoplasias/tratamiento farmacológico , Proteína Fosfatasa 2/metabolismo , Transducción de SeñalRESUMEN
Protective signaling from the leukemia microenvironment leads to leukemia cell persistence, development of resistance, and disease relapse. Here, we demonstrate that fibroblast growth factor 2 (FGF2) from bone marrow stromal cells is secreted in exosomes, which are subsequently endocytosed by leukemia cells, and protect leukemia cells from tyrosine kinase inhibitors (TKIs). Expression of FGF2 and its receptor, FGFR1, are both increased in a subset of stromal cell lines and primary AML stroma; and increased FGF2/FGFR1 signaling is associated with increased exosome secretion. FGFR inhibition (or gene silencing) interrupts stromal autocrine growth and significantly decreases secretion of FGF2-containing exosomes, resulting in less stromal protection of leukemia cells. Likewise, Fgf2 -/- mice transplanted with retroviral BCR-ABL leukemia survive significantly longer than their +/+ counterparts when treated with TKI. Thus, inhibition of FGFR can modulate stromal function, reduce exosome secretion, and may be a therapeutic option to overcome resistance to TKIs. Editorial note: This article has been through an editorial process in which the authors decide how to respond to the issues raised during peer review. The Reviewing Editor's assessment is that all the issues have been addressed (see decision letter).
Asunto(s)
Exosomas/metabolismo , Factor 2 de Crecimiento de Fibroblastos/metabolismo , Leucemia Mieloide Aguda/patología , Células Madre Mesenquimatosas/metabolismo , Receptor Tipo 1 de Factor de Crecimiento de Fibroblastos/metabolismo , Transducción de Señal , Animales , Supervivencia Celular , Células Cultivadas , Modelos Animales de Enfermedad , Humanos , Ratones , Ratones NoqueadosRESUMEN
Potent FLT3 inhibitors, such as quizartinib (AC220), have shown promise in treating acute myeloid leukemia (AML) containing FLT3 internal tandem duplication (ITD) mutations. However, responses are not durable and resistance develops within months. In this study, we outline a two-step model of resistance whereby extrinsic microenvironmental proteins FLT3 ligand (FL) and fibroblast growth factor 2 (FGF2) protect FLT3-ITD+ MOLM14 cells from AC220, providing time for subsequent accumulation of ligand-independent resistance mechanisms. FL directly attenuated AC220 inhibition of FLT3, consistent with previous reports. Conversely, FGF2 promoted resistance through activation of FGFR1 and downstream MAPK effectors; these resistant cells responded synergistically to combinatorial inhibition of FGFR1 and FLT3. Removing FL or FGF2 from ligand-dependent resistant cultures transiently restored sensitivity to AC220, but accelerated acquisition of secondary resistance via reactivation of FLT3 and RAS/MAPK signaling. FLT3-ITD AML patients treated with AC220 developed increased FGF2 expression in marrow stromal cells, which peaked prior to overt clinical relapse and detection of resistance mutations. Overall, these results support a strategy of early combination therapy to target early survival signals from the bone marrow microenvironment, in particular FGF2, to improve the depth of response in FLT3-ITD AML. Cancer Res; 76(22); 6471-82. ©2016 AACR.