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1.
Nat Commun ; 12(1): 498, 2021 01 21.
Artigo em Inglês | MEDLINE | ID: mdl-33479225

RESUMO

Sarcomas are malignant soft tissue and bone tumours affecting adults, adolescents and children. They represent a morphologically heterogeneous class of tumours and some entities lack defining histopathological features. Therefore, the diagnosis of sarcomas is burdened with a high inter-observer variability and misclassification rate. Here, we demonstrate classification of soft tissue and bone tumours using a machine learning classifier algorithm based on array-generated DNA methylation data. This sarcoma classifier is trained using a dataset of 1077 methylation profiles from comprehensively pre-characterized cases comprising 62 tumour methylation classes constituting a broad range of soft tissue and bone sarcoma subtypes across the entire age spectrum. The performance is validated in a cohort of 428 sarcomatous tumours, of which 322 cases were classified by the sarcoma classifier. Our results demonstrate the potential of the DNA methylation-based sarcoma classification for research and future diagnostic applications.


Assuntos
Algoritmos , Neoplasias Ósseas/genética , Metilação de DNA , Aprendizado de Máquina , Sarcoma/genética , Neoplasias de Tecidos Moles/genética , Neoplasias Ósseas/classificação , Neoplasias Ósseas/diagnóstico , Estudos de Coortes , Variações do Número de Cópias de DNA/genética , Humanos , Internet , Reprodutibilidade dos Testes , Sarcoma/classificação , Sarcoma/diagnóstico , Sensibilidade e Especificidade , Neoplasias de Tecidos Moles/classificação , Neoplasias de Tecidos Moles/diagnóstico
2.
Nat Metab ; 1(11): 1157-1167, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31742248

RESUMO

Catecholamines stimulate the first step of lipolysis by PKA-dependent release of the lipid droplet-associated protein ABHD5 from perilipin to co-activate the lipase ATGL. Here, we unmask a yet unrecognized proteolytic and cardioprotective function of ABHD5. ABHD5 acts in vivo and in vitro as a serine protease cleaving HDAC4. Through the production of an N-terminal polypeptide of HDAC4 (HDAC4-NT), ABHD5 inhibits MEF2-dependent gene expression and thereby controls glucose handling. ABHD5-deficiency leads to neutral lipid storage disease in mice. Cardiac-specific gene therapy of HDAC4-NT does not protect from intra-cardiomyocyte lipid accumulation but strikingly from heart failure, thereby challenging the concept of lipotoxicity-induced heart failure. ABHD5 levels are reduced in failing human hearts and murine transgenic ABHD5 expression protects from pressure-overload induced heart failure. These findings represent a conceptual advance by connecting lipid with glucose metabolism through HDAC4 proteolysis and enable new translational approaches to treat cardiometabolic disease.


Assuntos
1-Acilglicerol-3-Fosfato O-Aciltransferase/metabolismo , Histona Desacetilases/metabolismo , Gotículas Lipídicas , Proteínas Repressoras/metabolismo , Células 3T3-L1 , Animais , Insuficiência Cardíaca/prevenção & controle , Humanos , Camundongos , Ligação Proteica , Proteólise , Serina Proteases/metabolismo
3.
Eur J Cancer ; 114: 27-35, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-31022591

RESUMO

PURPOSE: Diffuse intrinsic pontine glioma (DIPG) is a highly aggressive paediatric brain tumour with fatal outcome. The Individualised Therapy For Relapsed Malignancies In Childhood (INFORM) registry study offers comprehensive molecular profiling of high-risk tumours to identify target alterations for potential precision therapy. We analysed molecular characteristics and clinical data after brainstem biopsy of all enrolled newly diagnosed DIPGs. PATIENTS AND METHODS: From -February 2015 to February 2018, 21 subsequent primary DIPG cases were enrolled in the nation-wide multicentre INFORM registry study after brainstem biopsy. Whole-genome, whole-exome sequencing and DNA methylation analysis were performed, and RNA-sequencing was added in case of sufficient material. Clinical data were obtained from standardised questionnaires and the INFORM clinical data bank. RESULTS: Tumour material obtained from brainstem biopsy was sufficient for DNA analysis in all cases and RNA analysis in 16 of 21 cases. In 16 of 21 cases (76%), potential targetable alterations were identified including highly relevant MET and NTRK1 fusions as well as an EZH2 alteration not previously described in DIPG. In 5 of 21 cases, molecular information was used for initiation of targeted treatment. The majority of patients (19/21) presented with neurological deficits at diagnosis. Newly arising or worsening of neurological deficits post-biopsy occurred in nine patients. Symptoms were reversible or improved notably in eight cases. CONCLUSION: In this multicentre study setting, brainstem biopsy of DIPG was feasible and yielded sufficient material for comprehensive molecular profiling. Relevant molecular targets were identified impacting clinical management in a substantial subset. Death or severe bleeding occurred in none of the cases. One of 20 patients experienced unilateral paraesthesia possibly related to biopsy.


Assuntos
Biópsia/métodos , Neoplasias do Tronco Encefálico/cirurgia , Glioma/cirurgia , Adolescente , Criança , Pré-Escolar , Feminino , Humanos , Masculino , Medicina de Precisão , Estudos Prospectivos
5.
Nature ; 555(7696): 321-327, 2018 03 15.
Artigo em Inglês | MEDLINE | ID: mdl-29489754

RESUMO

Pan-cancer analyses that examine commonalities and differences among various cancer types have emerged as a powerful way to obtain novel insights into cancer biology. Here we present a comprehensive analysis of genetic alterations in a pan-cancer cohort including 961 tumours from children, adolescents, and young adults, comprising 24 distinct molecular types of cancer. Using a standardized workflow, we identified marked differences in terms of mutation frequency and significantly mutated genes in comparison to previously analysed adult cancers. Genetic alterations in 149 putative cancer driver genes separate the tumours into two classes: small mutation and structural/copy-number variant (correlating with germline variants). Structural variants, hyperdiploidy, and chromothripsis are linked to TP53 mutation status and mutational signatures. Our data suggest that 7-8% of the children in this cohort carry an unambiguous predisposing germline variant and that nearly 50% of paediatric neoplasms harbour a potentially druggable event, which is highly relevant for the design of future clinical trials.


Assuntos
Genoma Humano/genética , Genômica , Mutação/genética , Neoplasias/classificação , Neoplasias/genética , Adolescente , Adulto , Criança , Cromotripsia , Estudos de Coortes , Variações do Número de Cópias de DNA/genética , Diploide , Predisposição Genética para Doença/genética , Mutação em Linhagem Germinativa/genética , Humanos , Terapia de Alvo Molecular , Taxa de Mutação , Neoplasias/tratamento farmacológico , Proteína Supressora de Tumor p53/genética , Adulto Jovem
6.
Nature ; 547(7663): 311-317, 2017 07 19.
Artigo em Inglês | MEDLINE | ID: mdl-28726821

RESUMO

Current therapies for medulloblastoma, a highly malignant childhood brain tumour, impose debilitating effects on the developing child, and highlight the need for molecularly targeted treatments with reduced toxicity. Previous studies have been unable to identify the full spectrum of driver genes and molecular processes that operate in medulloblastoma subgroups. Here we analyse the somatic landscape across 491 sequenced medulloblastoma samples and the molecular heterogeneity among 1,256 epigenetically analysed cases, and identify subgroup-specific driver alterations that include previously undiscovered actionable targets. Driver mutations were confidently assigned to most patients belonging to Group 3 and Group 4 medulloblastoma subgroups, greatly enhancing previous knowledge. New molecular subtypes were differentially enriched for specific driver events, including hotspot in-frame insertions that target KBTBD4 and 'enhancer hijacking' events that activate PRDM6. Thus, the application of integrative genomics to an extensive cohort of clinical samples derived from a single childhood cancer entity revealed a series of cancer genes and biologically relevant subtype diversity that represent attractive therapeutic targets for the treatment of patients with medulloblastoma.


Assuntos
Análise Mutacional de DNA , Genoma Humano/genética , Meduloblastoma/classificação , Meduloblastoma/genética , Sequenciamento Completo do Genoma , Carcinogênese/genética , Proteínas de Transporte/genética , Estudos de Coortes , Metilação de DNA , Conjuntos de Dados como Assunto , Epistasia Genética , Genômica , Humanos , Terapia de Alvo Molecular , Proteínas Musculares/genética , Mutação , Oncogenes/genética , Fatores de Transcrição/genética , Proteínas Wnt/genética
7.
Sci Signal ; 10(470)2017 Mar 14.
Artigo em Inglês | MEDLINE | ID: mdl-28292958

RESUMO

Brain tumors are among the leading causes of cancer-related deaths in children. Although surgery, aggressive radiation, and chemotherapy have improved outcomes, many patients still die of their disease. Moreover, those who survive often suffer devastating long-term side effects from the therapies. A greater understanding of the molecular underpinnings of these diseases will drive the development of new therapeutic approaches. Advances in genomics and epigenomics have provided unprecedented insight into the molecular diversity of these diseases and, in several cases, have revealed key genes and signaling pathways that drive tumor growth. These not only serve as potential therapeutic targets but also have facilitated the creation of animal models that faithfully recapitulate the human disease for preclinical studies. In this Review, we discuss recent progress in understanding the molecular basis of the three most common malignant pediatric brain tumors-medulloblastoma, ependymoma, and high-grade glioma-and the implications for development of safer and more effective therapies.


Assuntos
Neoplasias Encefálicas/genética , Neoplasias Cerebelares/genética , Ependimoma/genética , Glioma/genética , Meduloblastoma/genética , Biomarcadores Tumorais/antagonistas & inibidores , Biomarcadores Tumorais/genética , Neoplasias Encefálicas/tratamento farmacológico , Neoplasias Cerebelares/tratamento farmacológico , Criança , Ependimoma/tratamento farmacológico , Glioma/tratamento farmacológico , Humanos , Meduloblastoma/tratamento farmacológico , Terapia de Alvo Molecular/métodos , Transdução de Sinais/efeitos dos fármacos , Transdução de Sinais/genética
8.
Eur J Cancer ; 65: 91-101, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27479119

RESUMO

The 'Individualized Therapy for Relapsed Malignancies in Childhood' (INFORM) precision medicine study is a nationwide German program for children with high-risk relapsed/refractory malignancies, which aims to identify therapeutic targets on an individualised basis. In a pilot phase, reported here, we developed the logistical and analytical pipelines necessary for rapid and comprehensive molecular profiling in a clinical setting. Fifty-seven patients from 20 centers were prospectively recruited. Malignancies investigated included sarcomas (n = 25), brain tumours (n = 23), and others (n = 9). Whole-exome, low-coverage whole-genome, and RNA sequencing were complemented with methylation and expression microarray analyses. Alterations were assessed for potential targetability according to a customised prioritisation algorithm and subsequently discussed in an interdisciplinary molecular tumour board. Next-generation sequencing data were generated for 52 patients, with the full analysis possible in 46 of 52. Turnaround time from sample receipt until first report averaged 28 d. Twenty-six patients (50%) harbored a potentially druggable alteration with a prioritisation score of 'intermediate' or higher (level 4 of 7). Common targets included receptor tyrosine kinases, phosphoinositide 3-kinase-mammalian target of rapamycin pathway, mitogen-activated protein kinase pathway, and cell cycle control. Ten patients received a targeted therapy based on these findings, with responses observed in some previously treatment-refractory tumours. Comparative primary relapse analysis revealed substantial tumour evolution as well as one case of unsuspected secondary malignancy, highlighting the importance of re-biopsy at relapse. This study demonstrates the feasibility of comprehensive, real-time molecular profiling for high-risk paediatric cancer patients. This extended proof-of-concept, with examples of treatment consequences, expands upon previous personalised oncology endeavors, and presents a model with considerable interest and practical relevance in the burgeoning era of personalised medicine.


Assuntos
Perfilação da Expressão Gênica , Sequenciamento de Nucleotídeos em Larga Escala , Técnicas de Diagnóstico Molecular , Terapia de Alvo Molecular/métodos , Neoplasias/tratamento farmacológico , Medicina de Precisão/métodos , Adolescente , Adulto , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Masculino , Neoplasias/genética , Projetos Piloto , Adulto Jovem
9.
Cell ; 164(5): 1060-1072, 2016 Feb 25.
Artigo em Inglês | MEDLINE | ID: mdl-26919435

RESUMO

Primitive neuroectodermal tumors of the central nervous system (CNS-PNETs) are highly aggressive, poorly differentiated embryonal tumors occurring predominantly in young children but also affecting adolescents and adults. Herein, we demonstrate that a significant proportion of institutionally diagnosed CNS-PNETs display molecular profiles indistinguishable from those of various other well-defined CNS tumor entities, facilitating diagnosis and appropriate therapy for patients with these tumors. From the remaining fraction of CNS-PNETs, we identify four new CNS tumor entities, each associated with a recurrent genetic alteration and distinct histopathological and clinical features. These new molecular entities, designated "CNS neuroblastoma with FOXR2 activation (CNS NB-FOXR2)," "CNS Ewing sarcoma family tumor with CIC alteration (CNS EFT-CIC)," "CNS high-grade neuroepithelial tumor with MN1 alteration (CNS HGNET-MN1)," and "CNS high-grade neuroepithelial tumor with BCOR alteration (CNS HGNET-BCOR)," will enable meaningful clinical trials and the development of therapeutic strategies for patients affected by poorly differentiated CNS tumors.


Assuntos
Neoplasias do Sistema Nervoso Central/genética , Neoplasias do Sistema Nervoso Central/patologia , Metilação de DNA , Tumores Neuroectodérmicos/genética , Tumores Neuroectodérmicos/patologia , Sequência de Aminoácidos , Neoplasias do Sistema Nervoso Central/classificação , Neoplasias do Sistema Nervoso Central/diagnóstico , Criança , Fatores de Transcrição Forkhead/genética , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Dados de Sequência Molecular , Tumores Neuroectodérmicos/classificação , Tumores Neuroectodérmicos/diagnóstico , Proteínas Proto-Oncogênicas/química , Proteínas Proto-Oncogênicas/genética , Proteínas Repressoras/química , Proteínas Repressoras/genética , Transdução de Sinais , Transativadores , Proteínas Supressoras de Tumor/genética
10.
Nature ; 530(7588): 57-62, 2016 Feb 04.
Artigo em Inglês | MEDLINE | ID: mdl-26814967

RESUMO

Medulloblastoma is a highly malignant paediatric brain tumour, often inflicting devastating consequences on the developing child. Genomic studies have revealed four distinct molecular subgroups with divergent biology and clinical behaviour. An understanding of the regulatory circuitry governing the transcriptional landscapes of medulloblastoma subgroups, and how this relates to their respective developmental origins, is lacking. Here, using H3K27ac and BRD4 chromatin immunoprecipitation followed by sequencing (ChIP-seq) coupled with tissue-matched DNA methylation and transcriptome data, we describe the active cis-regulatory landscape across 28 primary medulloblastoma specimens. Analysis of differentially regulated enhancers and super-enhancers reinforced inter-subgroup heterogeneity and revealed novel, clinically relevant insights into medulloblastoma biology. Computational reconstruction of core regulatory circuitry identified a master set of transcription factors, validated by ChIP-seq, that is responsible for subgroup divergence, and implicates candidate cells of origin for Group 4. Our integrated analysis of enhancer elements in a large series of primary tumour samples reveals insights into cis-regulatory architecture, unrecognized dependencies, and cellular origins.


Assuntos
Neoplasias Cerebelares/genética , Neoplasias Cerebelares/patologia , Elementos Facilitadores Genéticos/genética , Regulação Neoplásica da Expressão Gênica/genética , Meduloblastoma/classificação , Meduloblastoma/patologia , Fatores de Transcrição/metabolismo , Animais , Neoplasias Cerebelares/classificação , Feminino , Redes Reguladoras de Genes/genética , Genes Neoplásicos/genética , Genes Reporter/genética , Humanos , Masculino , Meduloblastoma/genética , Camundongos , Reprodutibilidade dos Testes , Peixe-Zebra/genética
11.
Cell Mol Life Sci ; 71(9): 1673-90, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24310814

RESUMO

Cardiovascular disease (CVD) represents a major challenge for health care systems, both in terms of the high mortality associated with it and the huge economic burden of its treatment. Although CVD represents a diverse range of disorders, they share common compensatory changes in the heart at the structural, cellular, and molecular level that, in the long term, can become maladaptive and lead to heart failure. Treatment of adverse cardiac remodeling is therefore an important step in preventing this fatal progression. Although previous efforts have been primarily focused on inhibition of deleterious signaling cascades, the stimulation of endogenous cardioprotective mechanisms offers a potent therapeutic tool. In this review, we discuss class I and class II histone deacetylases, a subset of chromatin-modifying enzymes known to have critical roles in the regulation of cardiac remodeling. In particular, we discuss their molecular modes of action and go on to consider how their inhibition or the stimulation of their intrinsic cardioprotective properties may provide a potential therapeutic route for the clinical treatment of CVD.


Assuntos
Histona Desacetilases/metabolismo , Transdução de Sinais , Animais , Proteína Quinase Tipo 2 Dependente de Cálcio-Calmodulina/metabolismo , Doenças Cardiovasculares/tratamento farmacológico , Doenças Cardiovasculares/metabolismo , Doenças Cardiovasculares/patologia , Inibidores de Histona Desacetilases/química , Inibidores de Histona Desacetilases/uso terapêutico , Humanos , Espécies Reativas de Oxigênio/metabolismo , Fatores de Transcrição/antagonistas & inibidores , Fatores de Transcrição/metabolismo , Remodelação Ventricular
12.
J Cell Biol ; 195(3): 403-15, 2011 Oct 31.
Artigo em Inglês | MEDLINE | ID: mdl-22042619

RESUMO

Histone deacetylase 4 (HDAC4) regulates numerous gene expression programs through its signal-dependent repression of myocyte enhancer factor 2 (MEF2) and serum response factor (SRF) transcription factors. In cardiomyocytes, calcium/calmodulin-dependent protein kinase II (CaMKII) signaling promotes hypertrophy and pathological remodeling, at least in part by phosphorylating HDAC4, with consequent stimulation of MEF2 activity. In this paper, we describe a novel mechanism whereby protein kinase A (PKA) overcomes CaMKII-mediated activation of MEF2 by regulated proteolysis of HDAC4. PKA induces the generation of an N-terminal HDAC4 cleavage product (HDAC4-NT). HDAC4-NT selectively inhibits activity of MEF2 but not SRF, thereby antagonizing the prohypertrophic actions of CaMKII signaling without affecting cardiomyocyte survival. Thus, HDAC4 functions as a molecular nexus for the antagonistic actions of the CaMKII and PKA pathways. These findings have implications for understanding the molecular basis of cardioprotection and other cellular processes in which CaMKII and PKA exert opposing effects.


Assuntos
Proteínas Quinases Dependentes de AMP Cíclico/metabolismo , Histona Desacetilases/metabolismo , Fatores de Regulação Miogênica/antagonistas & inibidores , Animais , Células COS , Proteína Quinase Tipo 2 Dependente de Cálcio-Calmodulina/genética , Proteína Quinase Tipo 2 Dependente de Cálcio-Calmodulina/metabolismo , Núcleo Celular/metabolismo , Chlorocebus aethiops , Imunofluorescência , Regulação da Expressão Gênica , Fatores de Transcrição MEF2 , Camundongos , Miócitos Cardíacos/metabolismo , Fatores de Regulação Miogênica/metabolismo , Proteólise , Ratos , Ratos Sprague-Dawley , Transdução de Sinais
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