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1.
Cell ; 176(6): 1265-1281.e24, 2019 03 07.
Artículo en Inglés | MEDLINE | ID: mdl-30827681

RESUMEN

Acute myeloid leukemia (AML) is a heterogeneous disease that resides within a complex microenvironment, complicating efforts to understand how different cell types contribute to disease progression. We combined single-cell RNA sequencing and genotyping to profile 38,410 cells from 40 bone marrow aspirates, including 16 AML patients and five healthy donors. We then applied a machine learning classifier to distinguish a spectrum of malignant cell types whose abundances varied between patients and between subclones in the same tumor. Cell type compositions correlated with prototypic genetic lesions, including an association of FLT3-ITD with abundant progenitor-like cells. Primitive AML cells exhibited dysregulated transcriptional programs with co-expression of stemness and myeloid priming genes and had prognostic significance. Differentiated monocyte-like AML cells expressed diverse immunomodulatory genes and suppressed T cell activity in vitro. In conclusion, we provide single-cell technologies and an atlas of AML cell states, regulators, and markers with implications for precision medicine and immune therapies. VIDEO ABSTRACT.


Asunto(s)
Leucemia Mieloide Aguda/genética , Transcriptoma/genética , Adulto , Secuencia de Bases/genética , Médula Ósea , Células de la Médula Ósea/citología , Línea Celular Tumoral , Progresión de la Enfermedad , Femenino , Genotipo , Humanos , Leucemia Mieloide Aguda/inmunología , Leucemia Mieloide Aguda/fisiopatología , Aprendizaje Automático , Masculino , Persona de Mediana Edad , Mutación , Pronóstico , ARN , Transducción de Señal , Análisis de la Célula Individual/métodos , Microambiente Tumoral , Secuenciación del Exoma/métodos
2.
J Clin Invest ; 129(11): 5005-5019, 2019 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-31437130

RESUMEN

The interleukin-3 receptor α subunit, CD123, is expressed in many hematologic malignancies including acute myeloid leukemia (AML) and blastic plasmacytoid dendritic cell neoplasm (BPDCN). Tagraxofusp (SL-401) is a CD123-targeted therapy consisting of interleukin-3 fused to a truncated diphtheria toxin payload. Factors influencing response to tagraxofusp other than CD123 expression are largely unknown. We interrogated tagraxofusp resistance in patients and experimental models and found that it was not associated with CD123 loss. Rather, resistant AML and BPDCN cells frequently acquired deficiencies in the diphthamide synthesis pathway, impairing tagraxofusp's ability to ADP-ribosylate cellular targets. Expression of DPH1, encoding a diphthamide pathway enzyme, was reduced by DNA CpG methylation in resistant cells. Treatment with the DNA methyltransferase inhibitor azacitidine restored DPH1 expression and tagraxofusp sensitivity. We also developed a drug-dependent ADP-ribosylation assay in primary cells that correlated with tagraxofusp activity and may represent an additional novel biomarker. As predicted by these results and our observation that resistance also increased mitochondrial apoptotic priming, we found that the combination of tagraxofusp and azacitidine was effective in patient-derived xenografts treated in vivo. These data have important implications for clinical use of tagraxofusp and led to a phase 1 study combining tagraxofusp and azacitidine in myeloid malignancies.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/farmacología , Células Dendríticas/metabolismo , Sistemas de Liberación de Medicamentos , Neoplasias Hematológicas , Subunidad alfa del Receptor de Interleucina-3/metabolismo , Leucemia Mieloide Aguda , Proteínas de Neoplasias/metabolismo , Animales , Azacitidina/farmacología , Línea Celular Tumoral , Metilación de ADN , Células Dendríticas/patología , Femenino , Neoplasias Hematológicas/tratamiento farmacológico , Neoplasias Hematológicas/metabolismo , Neoplasias Hematológicas/patología , Humanos , Leucemia Mieloide Aguda/tratamiento farmacológico , Leucemia Mieloide Aguda/metabolismo , Leucemia Mieloide Aguda/patología , Masculino , Ratones , Ratones Desnudos , Antígenos de Histocompatibilidad Menor/metabolismo , Proteínas Recombinantes de Fusión/farmacología , Proteínas Supresoras de Tumor/metabolismo , Ensayos Antitumor por Modelo de Xenoinjerto
3.
Cancer Discov ; 7(2): 156-164, 2017 02.
Artículo en Inglés | MEDLINE | ID: mdl-27986708

RESUMEN

Blastic plasmacytoid dendritic cell neoplasm (BPDCN) is an aggressive hematologic malignancy with dismal outcomes for which no standard therapy exists. We found that primary BPDCN cells were dependent on the antiapoptotic protein BCL2 and were uniformly sensitive to the BCL2 inhibitor venetoclax, as measured by direct cytotoxicity, apoptosis assays, and dynamic BH3 profiling. Animals bearing BPDCN patient-derived xenografts had disease responses and improved survival after venetoclax treatment in vivo Finally, we report on 2 patients with relapsed/refractory BPDCN who received venetoclax off-label and experienced significant disease responses. We propose that venetoclax or other BCL2 inhibitors undergo expedited clinical evaluation in BPDCN, alone or in combination with other therapies. In addition, these data illustrate an example of precision medicine to predict treatment response using ex vivo functional assessment of primary tumor tissue, without requiring a genetic biomarker. SIGNIFICANCE: Therapy for BPDCN is inadequate, and survival in patients with the disease is poor. We used primary tumor cell functional profiling to predict BCL2 antagonist sensitivity as a common feature of BPDCN, and demonstrated in vivo clinical activity of venetoclax in patient-derived xenografts and in 2 patients with relapsed chemotherapy-refractory disease. Cancer Discov; 7(2); 156-64. ©2016 AACR.This article is highlighted in the In This Issue feature, p. 115.


Asunto(s)
Antineoplásicos/administración & dosificación , Compuestos Bicíclicos Heterocíclicos con Puentes/administración & dosificación , Células Dendríticas/patología , Neoplasias Hematológicas/tratamiento farmacológico , Proteínas Proto-Oncogénicas c-bcl-2/metabolismo , Sulfonamidas/administración & dosificación , Anciano , Anciano de 80 o más Años , Animales , Antineoplásicos/farmacología , Compuestos Bicíclicos Heterocíclicos con Puentes/farmacología , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Supervivencia Celular/efectos de los fármacos , Células Dendríticas/metabolismo , Neoplasias Hematológicas/metabolismo , Humanos , Masculino , Ratones , Medicina de Precisión , Proteínas Proto-Oncogénicas c-bcl-2/antagonistas & inhibidores , Sulfonamidas/farmacología , Análisis de Supervivencia , Resultado del Tratamiento , Ensayos Antitumor por Modelo de Xenoinjerto
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