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1.
Nat Med ; 23(3): 386-395, 2017 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-28134926

RESUMO

Developmental tumors in children and young adults carry few genetic alterations, yet they have diverse clinical presentation. Focusing on Ewing sarcoma, we sought to establish the prevalence and characteristics of epigenetic heterogeneity in genetically homogeneous cancers. We performed genome-scale DNA methylation sequencing for a large cohort of Ewing sarcoma tumors and analyzed epigenetic heterogeneity on three levels: between cancers, between tumors, and within tumors. We observed consistent DNA hypomethylation at enhancers regulated by the disease-defining EWS-FLI1 fusion protein, thus establishing epigenomic enhancer reprogramming as a ubiquitous and characteristic feature of Ewing sarcoma. DNA methylation differences between tumors identified a continuous disease spectrum underlying Ewing sarcoma, which reflected the strength of an EWS-FLI1 regulatory signature and a continuum between mesenchymal and stem cell signatures. There was substantial epigenetic heterogeneity within tumors, particularly in patients with metastatic disease. In summary, our study provides a comprehensive assessment of epigenetic heterogeneity in Ewing sarcoma and thereby highlights the importance of considering nongenetic aspects of tumor heterogeneity in the context of cancer biology and personalized medicine.


Assuntos
Neoplasias Ósseas/genética , Metilação de DNA/genética , Regulação Neoplásica da Expressão Gênica , Proteínas de Fusão Oncogênica/genética , Proteína Proto-Oncogênica c-fli-1/genética , Proteína EWS de Ligação a RNA/genética , Sarcoma de Ewing/genética , Adolescente , Adulto , Linhagem Celular Tumoral , Criança , Pré-Escolar , Epigênese Genética , Feminino , Heterogeneidade Genética , Humanos , Masculino , Pessoa de Meia-Idade , Regiões Promotoras Genéticas/genética , Adulto Jovem
3.
Nat Chem Biol ; 11(8): 571-578, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-26167872

RESUMO

The CEBPA gene is mutated in 9% of patients with acute myeloid leukemia (AML). Selective expression of a short (30-kDa) CCAAT-enhancer binding protein-α (C/EBPα) translational isoform, termed p30, represents the most common type of CEBPA mutation in AML. The molecular mechanisms underlying p30-mediated transformation remain incompletely understood. We show that C/EBPα p30, but not the normal p42 isoform, preferentially interacts with Wdr5, a key component of SET/MLL (SET-domain/mixed-lineage leukemia) histone-methyltransferase complexes. Accordingly, p30-bound genomic regions were enriched for MLL-dependent H3K4me3 marks. The p30-dependent increase in self-renewal and inhibition of myeloid differentiation required Wdr5, as downregulation of the latter inhibited proliferation and restored differentiation in p30-dependent AML models. OICR-9429 is a new small-molecule antagonist of the Wdr5-MLL interaction. This compound selectively inhibited proliferation and induced differentiation in p30-expressing human AML cells. Our data reveal the mechanism of p30-dependent transformation and establish the essential p30 cofactor Wdr5 as a therapeutic target in CEBPA-mutant AML.


Assuntos
Antineoplásicos/farmacologia , Compostos de Bifenilo/farmacologia , Di-Hidropiridinas/farmacologia , Regulação Neoplásica da Expressão Gênica , Histona-Lisina N-Metiltransferase/antagonistas & inibidores , Leucemia Mieloide Aguda/metabolismo , Proteína de Leucina Linfoide-Mieloide/antagonistas & inibidores , Bibliotecas de Moléculas Pequenas/farmacologia , Sequência de Aminoácidos , Animais , Proteínas Estimuladoras de Ligação a CCAAT/genética , Proteínas Estimuladoras de Ligação a CCAAT/metabolismo , Diferenciação Celular/efeitos dos fármacos , Proliferação de Células/efeitos dos fármacos , Histona-Lisina N-Metiltransferase/genética , Histona-Lisina N-Metiltransferase/metabolismo , Histonas/genética , Histonas/metabolismo , Humanos , Peptídeos e Proteínas de Sinalização Intracelular , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/patologia , Camundongos , Simulação de Acoplamento Molecular , Dados de Sequência Molecular , Terapia de Alvo Molecular , Mutação , Proteína de Leucina Linfoide-Mieloide/genética , Proteína de Leucina Linfoide-Mieloide/metabolismo , Ligação Proteica , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo , Estrutura Terciária de Proteína , Transdução de Sinais , Células Tumorais Cultivadas
4.
Cell Rep ; 10(8): 1386-97, 2015 Mar 03.
Artigo em Inglês | MEDLINE | ID: mdl-25732828

RESUMO

Methods for single-cell genome and transcriptome sequencing have contributed to our understanding of cellular heterogeneity, whereas methods for single-cell epigenomics are much less established. Here, we describe a whole-genome bisulfite sequencing (WGBS) assay that enables DNA methylation mapping in very small cell populations (µWGBS) and single cells (scWGBS). Our assay is optimized for profiling many samples at low coverage, and we describe a bioinformatic method that analyzes collections of single-cell methylomes to infer cell-state dynamics. Using these technological advances, we studied epigenomic cell-state dynamics in three in vitro models of cellular differentiation and pluripotency, where we observed characteristic patterns of epigenome remodeling and cell-to-cell heterogeneity. The described method enables single-cell analysis of DNA methylation in a broad range of biological systems, including embryonic development, stem cell differentiation, and cancer. It can also be used to establish composite methylomes that account for cell-to-cell heterogeneity in complex tissue samples.


Assuntos
Biologia Computacional/métodos , Metilação de DNA , Epigenômica , Sequenciamento de Nucleotídeos em Larga Escala , Análise de Sequência de DNA , Análise de Célula Única/métodos , Animais , Diferenciação Celular , Linhagem Celular , DNA/química , DNA/metabolismo , Células-Tronco Embrionárias/citologia , Células-Tronco Embrionárias/metabolismo , Células HL-60 , Células-Tronco Hematopoéticas/citologia , Células-Tronco Hematopoéticas/metabolismo , Humanos , Células K562 , Camundongos , Sulfitos/química
5.
Cell Rep ; 10(7): 1082-95, 2015 Feb 24.
Artigo em Inglês | MEDLINE | ID: mdl-25704812

RESUMO

Transcription factor fusion proteins can transform cells by inducing global changes of the transcriptome, often creating a state of oncogene addiction. Here, we investigate the role of epigenetic mechanisms in this process, focusing on Ewing sarcoma cells that are dependent on the EWS-FLI1 fusion protein. We established reference epigenome maps comprising DNA methylation, seven histone marks, open chromatin states, and RNA levels, and we analyzed the epigenome dynamics upon downregulation of the driving oncogene. Reduced EWS-FLI1 expression led to widespread epigenetic changes in promoters, enhancers, and super-enhancers, and we identified histone H3K27 acetylation as the most strongly affected mark. Clustering of epigenetic promoter signatures defined classes of EWS-FLI1-regulated genes that responded differently to low-dose treatment with histone deacetylase inhibitors. Furthermore, we observed strong and opposing enrichment patterns for E2F and AP-1 among EWS-FLI1-correlated and anticorrelated genes. Our data describe extensive genome-wide rewiring of epigenetic cell states driven by an oncogenic fusion protein.


Assuntos
Reprogramação Celular , Epigênese Genética , Proteínas de Fusão Oncogênica/metabolismo , Proteína Proto-Oncogênica c-fli-1/metabolismo , Proteína EWS de Ligação a RNA/metabolismo , Acetilação , Linhagem Celular Tumoral , Cromatina/metabolismo , Mapeamento Cromossômico , Análise por Conglomerados , Metilação de DNA , Regulação para Baixo/efeitos dos fármacos , Fatores de Transcrição E2F/genética , Fatores de Transcrição E2F/metabolismo , Inibidores de Histona Desacetilases/farmacologia , Histona Desacetilases/química , Histona Desacetilases/metabolismo , Histonas/genética , Histonas/metabolismo , Humanos , Proteínas de Fusão Oncogênica/genética , Regiões Promotoras Genéticas , Proteína Proto-Oncogênica c-fli-1/genética , RNA Interferente Pequeno/metabolismo , Proteína EWS de Ligação a RNA/genética , Sarcoma de Ewing/metabolismo , Sarcoma de Ewing/patologia , Fator de Transcrição AP-1/genética , Fator de Transcrição AP-1/metabolismo , Transcriptoma/efeitos dos fármacos
6.
N Engl J Med ; 369(25): 2379-90, 2013 Dec 19.
Artigo em Inglês | MEDLINE | ID: mdl-24325356

RESUMO

BACKGROUND: Approximately 50 to 60% of patients with essential thrombocythemia or primary myelofibrosis carry a mutation in the Janus kinase 2 gene (JAK2), and an additional 5 to 10% have activating mutations in the thrombopoietin receptor gene (MPL). So far, no specific molecular marker has been identified in the remaining 30 to 45% of patients. METHODS: We performed whole-exome sequencing to identify somatically acquired mutations in six patients who had primary myelofibrosis without mutations in JAK2 or MPL. Resequencing of CALR, encoding calreticulin, was then performed in cohorts of patients with myeloid neoplasms. RESULTS: Somatic insertions or deletions in exon 9 of CALR were detected in all patients who underwent whole-exome sequencing. Resequencing in 1107 samples from patients with myeloproliferative neoplasms showed that CALR mutations were absent in polycythemia vera. In essential thrombocythemia and primary myelofibrosis, CALR mutations and JAK2 and MPL mutations were mutually exclusive. Among patients with essential thrombocythemia or primary myelofibrosis with nonmutated JAK2 or MPL, CALR mutations were detected in 67% of those with essential thrombocythemia and 88% of those with primary myelofibrosis. A total of 36 types of insertions or deletions were identified that all cause a frameshift to the same alternative reading frame and generate a novel C-terminal peptide in the mutant calreticulin. Overexpression of the most frequent CALR deletion caused cytokine-independent growth in vitro owing to the activation of signal transducer and activator of transcription 5 (STAT5) by means of an unknown mechanism. Patients with mutated CALR had a lower risk of thrombosis and longer overall survival than patients with mutated JAK2. CONCLUSIONS: Most patients with essential thrombocythemia or primary myelofibrosis that was not associated with a JAK2 or MPL alteration carried a somatic mutation in CALR. The clinical course in these patients was more indolent than that in patients with the JAK2 V617F mutation. (Funded by the MPN Research Foundation and Associazione Italiana per la Ricerca sul Cancro.).


Assuntos
Calreticulina/genética , Mutação , Mielofibrose Primária/genética , Trombocitemia Essencial/genética , Doenças da Medula Óssea/genética , Éxons , Humanos , Janus Quinase 2/genética , Leucemia Mieloide/genética , Reação em Cadeia da Polimerase , Mielofibrose Primária/mortalidade , Modelos de Riscos Proporcionais , Receptores de Trombopoetina/genética , Análise de Sequência de DNA , Trombocitemia Essencial/complicações , Trombocitemia Essencial/mortalidade , Trombose/etiologia
7.
PLoS One ; 8(10): e77819, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24147083

RESUMO

Exome sequencing of primary tumors identifies complex somatic mutation patterns. Assignment of relevance of individual somatic mutations is difficult and poses the next challenge for interpretation of next generation sequencing data. Here we present an approach how exome sequencing in combination with SNP microarray data may identify targets of chromosomal aberrations in myeloid malignancies. The rationale of this approach is that hotspots of chromosomal aberrations might also harbor point mutations in the target genes of deletions, gains or uniparental disomies (UPDs). Chromosome 11 is a frequent target of lesions in myeloid malignancies. Therefore, we studied chromosome 11 in a total of 813 samples from 773 individual patients with different myeloid malignancies by SNP microarrays and complemented the data with exome sequencing in selected cases exhibiting chromosome 11 defects. We found gains, losses and UPDs of chromosome 11 in 52 of the 813 samples (6.4%). Chromosome 11q UPDs frequently associated with mutations of CBL. In one patient the 11qUPD amplified somatic mutations in both CBL and the DNA repair gene DDB1. A duplication within MLL exon 3 was detected in another patient with 11qUPD. We identified several common deleted regions (CDR) on chromosome 11. One of the CDRs associated with de novo acute myeloid leukemia (P=0.013). One patient with a deletion at the LMO2 locus harbored an additional point mutation on the other allele indicating that LMO2 might be a tumor suppressor frequently targeted by 11p deletions. Our chromosome-centered analysis indicates that chromosome 11 contains a number of tumor suppressor genes and that the role of this chromosome in myeloid malignancies is more complex than previously recognized.


Assuntos
Proteínas Adaptadoras de Transdução de Sinal/genética , Aberrações Cromossômicas , Cromossomos Humanos Par 11/genética , Proteínas de Ligação a DNA/genética , Proteínas com Domínio LIM/genética , Proteínas Proto-Oncogênicas/genética , Exoma/genética , Histona-Lisina N-Metiltransferase , Humanos , Leucemia Mieloide Aguda/genética , Síndromes Mielodisplásicas/genética , Proteína de Leucina Linfoide-Mieloide/genética , Policitemia Vera/genética , Reação em Cadeia da Polimerase , Mielofibrose Primária/genética , Proteínas Proto-Oncogênicas c-cbl/genética , Trombocitose/genética
8.
Genome Biol ; 14(7): R81, 2013 Jul 31.
Artigo em Inglês | MEDLINE | ID: mdl-23902751

RESUMO

BACKGROUND: The interactions between proteins and nucleic acids have a fundamental function in many biological processes, including gene transcription, RNA homeostasis, protein translation and pathogen sensing for innate immunity. While our knowledge of the ensemble of proteins that bind individual mRNAs in mammalian cells has been greatly augmented by recent surveys, no systematic study on the non-sequence-specific engagement of native human proteins with various types of nucleic acids has been reported. RESULTS: We designed an experimental approach to achieve broad coverage of the non-sequence-specific RNA and DNA binding space, including methylated cytosine, and tested for interaction potential with the human proteome. We used 25 rationally designed nucleic acid probes in an affinity purification mass spectrometry and bioinformatics workflow to identify proteins from whole cell extracts of three different human cell lines. The proteins were profiled for their binding preferences to the different general types of nucleic acids. The study identified 746 high-confidence direct binders, 139 of which were novel and 237 devoid of previous experimental evidence. We could assign specific affinities for sub-types of nucleic acid probes to 219 distinct proteins and individual domains. The evolutionarily conserved protein YB-1, previously associated with cancer and drug resistance, was shown to bind methylated cytosine preferentially, potentially conferring upon YB-1 an epigenetics-related function. CONCLUSIONS: The dataset described here represents a rich resource of experimentally determined nucleic acid-binding proteins, and our methodology has great potential for further exploration of the interface between the protein and nucleic acid realms.


Assuntos
Ácidos Nucleicos/metabolismo , Mapeamento de Interação de Proteínas , Sequência de Bases , Linhagem Celular , Bases de Dados de Proteínas , Doença , Humanos , Ligação Proteica , Estrutura Terciária de Proteína , Reprodutibilidade dos Testes , Especificidade por Substrato
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