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1.
Cell ; 166(5): 1132-1146.e7, 2016 Aug 25.
Artigo em Inglês | MEDLINE | ID: mdl-27565343

RESUMO

Cancers are distributed unevenly across the body, but the importance of cell intrinsic factors such as stem cell function in determining organ cancer risk is unknown. Therefore, we used Cre-recombination of conditional lineage tracing, oncogene, and tumor suppressor alleles to define populations of stem and non-stem cells in mouse organs and test their life-long susceptibility to tumorigenesis. We show that tumor incidence is determined by the life-long generative capacity of mutated cells. This relationship held true in the presence of multiple genotypes and regardless of developmental stage, strongly supporting the notion that stem cells dictate organ cancer risk. Using the liver as a model system, we further show that damage-induced activation of stem cell function markedly increases cancer risk. Therefore, we propose that a combination of stem cell mutagenesis and extrinsic factors that enhance the proliferation of these cell populations, creates a "perfect storm" that ultimately determines organ cancer risk. VIDEO ABSTRACT.


Assuntos
Carcinogênese/genética , Carcinogênese/patologia , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/patologia , Oncogenes , Células-Tronco , Alelos , Animais , Genes Supressores de Tumor , Humanos , Integrases , Camundongos , Modelos Biológicos , Mutagênese , Recombinação Genética , Risco , Células-Tronco/metabolismo , Células-Tronco/patologia
2.
Blood ; 142(8): 711-723, 2023 08 24.
Artigo em Inglês | MEDLINE | ID: mdl-37216686

RESUMO

Intrachromosomal amplification of chromosome 21 defines a subtype of high-risk childhood acute lymphoblastic leukemia (iAMP21-ALL) characterized by copy number changes and complex rearrangements of chromosome 21. The genomic basis of iAMP21-ALL and the pathogenic role of the region of amplification of chromosome 21 to leukemogenesis remains incompletely understood. In this study, using integrated whole genome and transcriptome sequencing of 124 patients with iAMP21-ALL, including rare cases arising in the context of constitutional chromosomal aberrations, we identified subgroups of iAMP21-ALL based on the patterns of copy number alteration and structural variation. This large data set enabled formal delineation of a 7.8 Mb common region of amplification harboring 71 genes, 43 of which were differentially expressed compared with non-iAMP21-ALL ones, including multiple genes implicated in the pathogenesis of acute leukemia (CHAF1B, DYRK1A, ERG, HMGN1, and RUNX1). Using multimodal single-cell genomic profiling, including single-cell whole genome sequencing of 2 cases, we documented clonal heterogeneity and genomic evolution, demonstrating that the acquisition of the iAMP21 chromosome is an early event that may undergo progressive amplification during disease ontogeny. We show that UV-mutational signatures and high mutation load are characteristic secondary genetic features. Although the genomic alterations of chromosome 21 are variable, these integrated genomic analyses and demonstration of an extended common minimal region of amplification broaden the definition of iAMP21-ALL for more precise diagnosis using cytogenetic or genomic methods to inform clinical management.


Assuntos
Cromossomos Humanos Par 21 , Leucemia-Linfoma Linfoblástico de Células Precursoras , Humanos , Criança , Cromossomos Humanos Par 21/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Aberrações Cromossômicas , Citogenética , Genômica , Fator 1 de Modelagem da Cromatina/genética
3.
Nature ; 555(7696): 371-376, 2018 03 15.
Artigo em Inglês | MEDLINE | ID: mdl-29489755

RESUMO

Analysis of molecular aberrations across multiple cancer types, known as pan-cancer analysis, identifies commonalities and differences in key biological processes that are dysregulated in cancer cells from diverse lineages. Pan-cancer analyses have been performed for adult but not paediatric cancers, which commonly occur in developing mesodermic rather than adult epithelial tissues. Here we present a pan-cancer study of somatic alterations, including single nucleotide variants, small insertions or deletions, structural variations, copy number alterations, gene fusions and internal tandem duplications in 1,699 paediatric leukaemias and solid tumours across six histotypes, with whole-genome, whole-exome and transcriptome sequencing data processed under a uniform analytical framework. We report 142 driver genes in paediatric cancers, of which only 45% match those found in adult pan-cancer studies; copy number alterations and structural variants constituted the majority (62%) of events. Eleven genome-wide mutational signatures were identified, including one attributed to ultraviolet-light exposure in eight aneuploid leukaemias. Transcription of the mutant allele was detectable for 34% of protein-coding mutations, and 20% exhibited allele-specific expression. These data provide a comprehensive genomic architecture for paediatric cancers and emphasize the need for paediatric cancer-specific development of precision therapies.


Assuntos
Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Genoma Humano/genética , Leucemia/genética , Mutação/genética , Neoplasias/genética , Alelos , Aneuploidia , Criança , Variações do Número de Cópias de DNA , Exoma/genética , Humanos , Mutação/efeitos da radiação , Taxa de Mutação , Oncogenes/genética , Medicina de Precisão/tendências , Raios Ultravioleta/efeitos adversos
4.
Cancer ; 129(12): 1873-1884, 2023 06 15.
Artigo em Inglês | MEDLINE | ID: mdl-36943896

RESUMO

BACKGROUND: Hyperleukocytosis in patients with acute myeloid leukemia (AML) has been associated with worse outcomes. For cytoreduction, leukapheresis has been used but its clinical utility is unknown, and low-dose cytarabine (LD-cytarabine) is used as an alternative method. METHODS: Children with newly diagnosed AML treated between 1997 and 2017 in institutional protocols were studied. Hyperleukocytosis was defined as a leukocyte count of ≥100 × 109 /L at diagnosis. Clinical characteristics, early complications, survival data, and effects of cytoreductive methods were reviewed. Among 324 children with newly diagnosed AML, 49 (15.1%) presented with hyperleukocytosis. Initial management of hyperleukocytosis included leukapheresis or exchange transfusion (n = 16, considered as one group), LD-cytarabine (n = 18), hydroxyurea (n = 1), and no leukoreduction (n = 14). RESULTS: Compared with patients who received leukapheresis, the percentage decrease in leukocyte counts following intervention was greater among those who received LD-cytarabine (48% vs. 75%; p = .02), with longer median time from diagnosis to initiation of protocol therapy (28.1 vs. 95.2 hours; p < .001). The incidence of infection was higher in patients (38%) who had leukapheresis than those who receive LD-cytarabine (0%) or leukoreduction with protocol therapy (14%) (p = .008). No differences were noted in the outcomes among the intervention groups. Although patients with hyperleukocytosis had higher incidences of pulmonary and metabolic complications than did those without, no early deaths occurred, and the complete remission, event-free survival, overall survival rates, and outcomes of both groups were similar. CONCLUSION: LD-cytarabine treatment appears to be a safe and effective means of cytoreduction for children with AML and hyperleukocytosis.


Assuntos
Procedimentos Cirúrgicos de Citorredução , Leucemia Mieloide Aguda , Humanos , Criança , Procedimentos Cirúrgicos de Citorredução/efeitos adversos , Leucocitose/terapia , Leucocitose/epidemiologia , Leucocitose/etiologia , Leucemia Mieloide Aguda/complicações , Leucemia Mieloide Aguda/terapia , Leucemia Mieloide Aguda/diagnóstico , Contagem de Leucócitos , Leucaférese/métodos , Citarabina
5.
Blood ; 138(11): 948-958, 2021 09 16.
Artigo em Inglês | MEDLINE | ID: mdl-33895809

RESUMO

Genomic classification has improved risk assignment of pediatric, but not adult B-lineage acute lymphoblastic leukemia (B-ALL). The international UKALLXII/ECOG-ACRIN E2993 (#NCT00002514) trial accrued 1229 adolescent/adult patients with BCR-ABL1- B-ALL (aged 14 to 65 years). Although 93% of patients achieved remission, 41% relapsed at a median of 13 months (range, 28 days to 12 years). Five-year overall survival (OS) was 42% (95% confidence interval, 39, 44). Transcriptome sequencing, gene expression profiling, cytogenetics, and fusion polymerase chain reaction enabled genomic subtyping of 282 patient samples, of which 264 were eligible for trial, accounting for 64.5% of E2993 patients. Among patients with outcome data, 29.5% with favorable outcomes (5-year OS 65% to 80%) were deemed standard risk (DUX4-rearranged [9.2%], ETV6-RUNX1/-like [2.3%], TCF3-PBX1 [6.9%], PAX5 P80R [4.1%], high-hyperdiploid [6.9%]); 50.2% had high-risk genotypes with 5-year OS of 0% to 27% (Ph-like [21.2%], KMT2A-AFF1 [12%], low-hypodiploid/near-haploid [14.3%], BCL2/MYC-rearranged [2.8%]); 20.3% had intermediate-risk genotypes with 5-year OS of 33% to 45% (PAX5alt [12.4%], ZNF384/-like [5.1%], MEF2D-rearranged [2.8%]). IKZF1 alterations occurred in 86% of Ph-like, and TP53 mutations in patients who were low-hypodiploid (54%) and BCL2/MYC-rearranged (33%) but were not independently associated with outcome. Of patients considered high risk based on presenting age and white blood cell count, 40% harbored subtype-defining genetic alterations associated with standard- or intermediate-risk outcomes. We identified distinct immunophenotypic features for DUX4-rearranged, PAX5 P80R, ZNF384-R/-like, and Ph-like genotypes. These data in a large adult B-ALL cohort treated with a non-risk-adapted approach on a single trial show the prognostic importance of genomic analyses, which may translate into future therapeutic benefits.


Assuntos
Proteínas de Fusão bcr-abl/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras B/diagnóstico , Leucemia-Linfoma Linfoblástico de Células Precursoras B/genética , Transcriptoma , Adolescente , Adulto , Feminino , Rearranjo Gênico , Humanos , Masculino , Pessoa de Meia-Idade , Mutação , Leucemia-Linfoma Linfoblástico de Células Precursoras B/terapia , Prognóstico , Proteínas Proto-Oncogênicas c-abl/genética , Proteínas Proto-Oncogênicas c-bcr/genética , Medição de Risco , Adulto Jovem
6.
Lancet Oncol ; 21(4): 551-560, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-32171069

RESUMO

BACKGROUND: Outcomes for children with relapsed or refractory acute myeloid leukaemia remain poor. The BCL-2 inhibitor, venetoclax, has shown promising activity in combination with hypomethylating agents and low-dose cytarabine in older adults for whom chemotherapy is not suitable with newly diagnosed acute myeloid leukaemia. We aimed to determine the safety and explore the activity of venetoclax in combination with standard and high-dose chemotherapy in paediatric patients with relapsed or refractory acute myeloid leukaemia. METHODS: We did a phase 1, dose-escalation study at three research hospitals in the USA. Eligible patients were aged 2-22 years with relapsed or refractory acute myeloid leukaemia or acute leukaemia of ambiguous lineage with adequate organ function and performance status. During dose escalation, participants received venetoclax orally once per day in continuous 28-day cycles at either 240 mg/m2 or 360 mg/m2, in combination with cytarabine received intravenously every 12 h at either 100 mg/m2 for 20 doses or 1000 mg/m2 for eight doses, with or without intravenous idarubicin (12 mg/m2) as a single dose, using a rolling-6 accrual strategy. The primary endpoint was the recommended phase 2 dose of venetoclax plus chemotherapy and the secondary endpoint was the proportion of patients treated at the recommended phase 2 dose who achieved complete remission or complete remission with incomplete haematological recovery. Analyses were done on patients who received combination therapy. The study is registered with ClinicalTrials.gov (NCT03194932) and is now enrolling to address secondary and exploratory objectives. FINDINGS: Between July 1, 2017, and July 2, 2019, 38 patients were enrolled (aged 3-22 years; median 10 [IQR 7-13]), 36 of whom received combination therapy with dose escalation, with a median follow-up of 7·1 months (IQR 5·1-11·2). The recommended phase 2 dose of venetoclax was found to be 360 mg/m2 (maximum 600 mg) combined with cytarabine (1000 mg/m2 per dose for eight doses), with or without idarubicin (12 mg/m2 as a single dose). Overall responses were observed in 24 (69%) of the 35 patients who were evaluable after cycle 1. Among the 20 patients treated at the recommended phase 2 dose, 14 (70%, 95% CI 46-88) showed complete response with or without complete haematological recovery, and two (10%) showed partial response. The most common grade 3-4 adverse events were febrile neutropenia (22 [66%]), bloodstream infections (six [16%]), and invasive fungal infections (six [16%]). Treatment-related death occurred in one patient due to colitis and sepsis. INTERPRETATION: The safety and activity of venetoclax plus chemotherapy in paediatric patients with heavily relapsed and refractory acute myeloid leukaemia suggests that this combination should be tested in newly diagnosed paediatric patients with high-risk acute myeloid leukaemia. FUNDING: US National Institutes of Health, American Lebanese Syrian Associated Charities, AbbVie, and Gateway for Cancer Research.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Compostos Bicíclicos Heterocíclicos com Pontes/administração & dosagem , Citarabina/administração & dosagem , Idarubicina/administração & dosagem , Leucemia Mieloide Aguda/tratamento farmacológico , Recidiva Local de Neoplasia/tratamento farmacológico , Sulfonamidas/administração & dosagem , Adolescente , Criança , Pré-Escolar , Feminino , Humanos , Masculino , Adulto Jovem
7.
EMBO J ; 35(12): 1254-75, 2016 06 15.
Artigo em Inglês | MEDLINE | ID: mdl-27220849

RESUMO

Membrane-less organelles in cells are large, dynamic protein/protein or protein/RNA assemblies that have been reported in some cases to have liquid droplet properties. However, the molecular interactions underlying the recruitment of components are not well understood. Herein, we study how the ability to form higher-order assemblies influences the recruitment of the speckle-type POZ protein (SPOP) to nuclear speckles. SPOP, a cullin-3-RING ubiquitin ligase (CRL3) substrate adaptor, self-associates into higher-order oligomers; that is, the number of monomers in an oligomer is broadly distributed and can be large. While wild-type SPOP localizes to liquid nuclear speckles, self-association-deficient SPOP mutants have a diffuse distribution in the nucleus. SPOP oligomerizes through its BTB and BACK domains. We show that BTB-mediated SPOP dimers form linear oligomers via BACK domain dimerization, and we determine the concentration-dependent populations of the resulting oligomeric species. Higher-order oligomerization of SPOP stimulates CRL3(SPOP) ubiquitination efficiency for its physiological substrate Gli3, suggesting that nuclear speckles are hotspots of ubiquitination. Dynamic, higher-order protein self-association may be a general mechanism to concentrate functional components in membrane-less cellular bodies.


Assuntos
Núcleo Celular/metabolismo , Substâncias Macromoleculares/metabolismo , Proteínas Nucleares/metabolismo , Multimerização Proteica , Proteínas Repressoras/metabolismo , Humanos , Fatores de Transcrição Kruppel-Like/metabolismo , Proteínas do Tecido Nervoso/metabolismo , Ligação Proteica , Domínios Proteicos , Ubiquitinação , Proteína Gli3 com Dedos de Zinco
9.
Acta Neuropathol ; 137(4): 637-655, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30770999

RESUMO

Histone H3 K27M mutation is the defining molecular feature of the devastating pediatric brain tumor, diffuse intrinsic pontine glioma (DIPG). The prevalence of histone H3 K27M mutations indicates a critical role in DIPGs, but the contribution of the mutation to disease pathogenesis remains unclear. We show that knockdown of this mutation in DIPG xenografts restores K27M-dependent loss of H3K27me3 and delays tumor growth. Comparisons of matched DIPG xenografts with and without K27M knockdown allowed identification of mutation-specific effects on the transcriptome and epigenome. The resulting transcriptional changes recapitulate expression signatures from K27M primary DIPG tumors and are strongly enriched for genes associated with nervous system development. Integrated analysis of ChIP-seq and expression data showed that genes upregulated by the mutation are overrepresented in apparently bivalent promoters. Many of these targets are associated with more immature differentiation states. Expression profiles indicate K27M knockdown decreases proliferation and increases differentiation within lineages represented in DIPG. These data suggest that K27M-mediated loss of H3K27me3 directly regulates a subset of genes by releasing poised promoters, and contributes to tumor phenotype and growth by limiting differentiation. The delayed tumor growth associated with knockdown of H3 K27M provides evidence that this highly recurrent mutation is a relevant therapeutic target.


Assuntos
Neoplasias do Tronco Encefálico/genética , Diferenciação Celular/genética , Glioma Pontino Intrínseco Difuso/genética , Histonas/genética , Mutação , Animais , Neoplasias do Tronco Encefálico/patologia , Linhagem Celular Tumoral , Glioma Pontino Intrínseco Difuso/patologia , Modelos Animais de Doenças , Técnicas de Silenciamento de Genes , Camundongos
10.
Methods ; 145: 67-75, 2018 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-29803781

RESUMO

Genome-wide association studies have discovered many biologically important associations of genes with phenotypes. Typically, genome-wide association analyses formally test the association of each genetic feature (SNP, CNV, etc) with the phenotype of interest and summarize the results with multiplicity-adjusted p-values. However, very small p-values only provide evidence against the null hypothesis of no association without indicating which biological model best explains the observed data. Correctly identifying a specific biological model may improve the scientific interpretation and can be used to more effectively select and design a follow-up validation study. Thus, statistical methodology to identify the correct biological model for a particular genotype-phenotype association can be very useful to investigators. Here, we propose a general statistical method to summarize how accurately each of five biological models (null, additive, dominant, recessive, co-dominant) represents the data observed for each variant in a GWAS study. We show that the new method stringently controls the false discovery rate and asymptotically selects the correct biological model. Simulations of two-stage discovery-validation studies show that the new method has these properties and that its validation power is similar to or exceeds that of simple methods that use the same statistical model for all SNPs. Example analyses of three data sets also highlight these advantages of the new method. An R package is freely available at www.stjuderesearch.org/site/depts/biostats/maew.


Assuntos
Estudo de Associação Genômica Ampla/métodos , Modelos Genéticos , Polimorfismo Genético , Estatística como Assunto , Humanos
11.
Methods ; 145: 76-81, 2018 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-29777750

RESUMO

Evaluating the differential expression of a set of genes belonging to a common biological process or ontology has proven to be a very useful tool for biological discovery. However, existing gene-set association methods are limited to applications that evaluate differential expression across k⩾2 treatment groups or biological categories. This limitation precludes researchers from most effectively evaluating the association with other phenotypes that may be more clinically meaningful, such as quantitative variables or censored survival time variables. Projection onto the Orthogonal Space Testing (POST) is proposed as a general procedure that can robustly evaluate the association of a gene-set with several different types of phenotypic data (categorical, ordinal, continuous, or censored). For each gene-set, POST transforms the gene profiles into a set of eigenvectors and then uses statistical modeling to compute a set of z-statistics that measure the association of each eigenvector with the phenotype. The overall gene-set statistic is the sum of squared z-statistics weighted by the corresponding eigenvalues. Finally, bootstrapping is used to compute a p-value. POST may evaluate associations with or without adjustment for covariates. In simulation studies, it is shown that the performance of POST in evaluating the association with a categorical phenotype is similar to or exceeds that of existing methods. In evaluating the association of 875 biological processes with the time to relapse of pediatric acute myeloid leukemia, POST identified the well-known oncogenic WNT signaling pathway as its top hit. These results indicate that POST can be a very useful tool for evaluating the association of a gene-set with a variety of different phenotypes. We have developed an R package named POST which is freely available in Bioconductor.


Assuntos
Perfilação da Expressão Gênica/métodos , Software , Criança , Regulação Neoplásica da Expressão Gênica , Humanos , Leucemia Mieloide Aguda/genética , Modelos Estatísticos
12.
Biochim Biophys Acta Mol Cell Res ; 1864(4): 719-727, 2017 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-28137643

RESUMO

In the HAX1/HtrA2-OMI/PARL (HOP) mitochondrial protein complex, anti-apoptotic signals are generated by cleavage and activation of the serine protease HtrA2/OMI by the rhomboid protease PARL upon recruitment of both proteases to inner mitochondrial membrane protein HAX1 (HS1-associated protein X-1). Here we report the negative regulation of the HOP complex by human leukemia-associated myeloid leukemia factor 1 (MLF1). We demonstrate that MLF1 physically and functionally associates with HAX1 and HtrA2. Increased interaction of MLF1 with HAX1 and HtrA2 displaces HtrA2 from the HOP complex and inhibits HtrA2 cleavage and activation, resulting in the apoptotic cell death. Conversely, over-expressed HAX1 neutralizes MLF1's effect and inhibits MLF1-induced apoptosis. Importantly, Mlf1 deletion reverses B- and T-cell lymphopenia and significantly ameliorates the progressive striatal and cerebellar neurodegeneration observed in Hax1-/- mice, with a doubling of the lifespan of Mlf1-/-/Hax1-/- animals compared to Hax1-/- animals. Collectively, these data indicate that MLF1 serves as a proapoptotic antagonist that interacts with the HOP mitochondrial complex to modulate cell survival.


Assuntos
Linfopenia/genética , Metaloproteases/genética , Mitocôndrias/metabolismo , Proteínas Mitocondriais/genética , Proteínas/genética , Serina Endopeptidases/genética , Animais , Apoptose , Linfócitos B/metabolismo , Linfócitos B/patologia , Células COS , Proteínas de Ciclo Celular , Sobrevivência Celular , Chlorocebus aethiops , Proteínas de Ligação a DNA , Feminino , Fibroblastos/citologia , Fibroblastos/metabolismo , Deleção de Genes , Regulação da Expressão Gênica , Células HEK293 , Serina Peptidase 2 de Requerimento de Alta Temperatura A , Humanos , Peptídeos e Proteínas de Sinalização Intracelular , Células K562 , Linfopenia/mortalidade , Linfopenia/patologia , Linfopenia/prevenção & controle , Metaloproteases/metabolismo , Camundongos , Proteínas Mitocondriais/metabolismo , Proteínas/metabolismo , Serina Endopeptidases/metabolismo , Transdução de Sinais , Análise de Sobrevida , Linfócitos T/metabolismo , Linfócitos T/patologia
13.
Clin Infect Dis ; 67(4): 541-548, 2018 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-29518185

RESUMO

Background: Myelosuppression-related infections remain important causes of morbidity and mortality in children with acute lymphoblastic leukemia (ALL). Methods: By analyzing fecal samples collected at diagnosis and after each of the initial 3 phases of chemotherapy, we evaluated the role of gut microbiota in predicting infections in 199 children with newly diagnosed ALL. The bacterial 16S rRNA gene was analyzed by high-depth sequencing to determine the diversity and composition of the microbiome. Results: After the induction and reinduction I phases of chemotherapy, microbial diversity decreased significantly relative to the prechemotherapy value. After chemotherapy, the relative abundance of certain bacterial taxa (eg, Bacteroidetes) decreased significantly, whereas that of other taxa (eg, Clostridiaceae and Streptococcaceae) increased. A baseline gut microbiome characterized by Proteobacteria predicted febrile neutropenia. Adjusting for the chemotherapy phase and ALL risk level, Enterococcaceae dominance (relative abundance ≥30%) predicted significantly greater risk of subsequent febrile neutropenia and diarrheal illness, whereas Streptococcaceae dominance predicted significantly greater risk of subsequent diarrheal illness. Conclusions: In children undergoing therapy for newly diagnosed ALL, the relative abundance of Proteobacteria before chemotherapy initiation predicts development of febrile neutropenia, and domination of the gut microbiota by Enterococcaceae or Streptococcaceae at any time during chemotherapy predicts infection in subsequent phases of chemotherapy. Clinical Trial Registration: NCT00549848.


Assuntos
Antineoplásicos/efeitos adversos , Bactérias/efeitos dos fármacos , Infecções Bacterianas/complicações , Microbioma Gastrointestinal/efeitos dos fármacos , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamento farmacológico , Adolescente , Antineoplásicos/uso terapêutico , Bactérias/classificação , Criança , Pré-Escolar , Fezes/microbiologia , Feminino , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Lactente , Masculino , Leucemia-Linfoma Linfoblástico de Células Precursoras/complicações , Valor Preditivo dos Testes , RNA Ribossômico 16S/genética , Fatores de Risco , Análise de Sequência de DNA
14.
Nat Methods ; 12(6): 527-30, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25938371

RESUMO

We developed Copy Number Segmentation by Regression Tree in Next Generation Sequencing (CONSERTING), an algorithm for detecting somatic copy-number alteration (CNA) using whole-genome sequencing (WGS) data. CONSERTING performs iterative analysis of segmentation on the basis of changes in read depth and the detection of localized structural variations, with high accuracy and sensitivity. Analysis of 43 cancer genomes from both pediatric and adult patients revealed novel oncogenic CNAs, complex rearrangements and subclonal CNAs missed by alternative approaches.


Assuntos
Variações do Número de Cópias de DNA/genética , DNA/genética , Genômica/métodos , Neoplasias/genética , Software , Adulto , Algoritmos , Criança , Biologia Computacional , Regulação Neoplásica da Expressão Gênica , Marcadores Genéticos , Genoma , Humanos
15.
Acta Neuropathol ; 136(2): 315-326, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29428974

RESUMO

Multifocal synchronous or metachronous atypical teratoid rhabdoid tumors (ATRTs) and non-central nervous system malignant rhabdoid tumors (extra-CNS MRTs) are rare cancers. We reviewed the clinical and radiologic characteristics of affected patients seen at our institution. Genotyping and analysis of copy number abnormalities (CNAs) in SMARCB1 were performed in germline and tumor samples. Tumor samples underwent genome-wide DNA methylation and CNA analysis. The median age at diagnosis of 21 patients was 0.6 years. Two-thirds of ATRTs and extra-CNS MRTs were diagnosed synchronously. Although kidney tumors predominated, including two patients with bilateral involvement, at least 30% of cases lacked renal involvement. Histopathologic review confirmed MRTs in all cases and INI1 expression loss in all tumors tested. Fourteen (78%) of 18 patients tested had heterozygous germline SMARCB1 abnormalities. At least one allelic SMARCB1 abnormality was confirmed in 81 and 88% of ATRTs and extra-CNS MRTs, respectively. Unsupervised hierarchical clustering analysis of DNA methylation in 27 tumors and comparison with a reference group of 150 ATRTs classified the CNS tumors (n = 14) as sonic hedgehog (64%), tyrosinase (21%), and MYC (14%). The MYC subgroup accounted for 85% of 13 extra-CNS MRTs. Of 16 paired ATRTs and extra-CNS MRTs, the tumors in seven of eight patients showed a different pattern of genome-wide DNA methylation and/or CNAs suggestive of non-clonal origin. CNS and extra-CNS tumors had an identical SMARCB1 amplification (n = 1) or very similar DNA methylation pattern (n = 1) suggestive of clonal origin. All patients died of tumor progression. The clinical and molecular characteristics of multifocal ATRTs and extra-CNS MRTs are heterogeneous with most patients harboring a cancer predisposition. Although independent tumor origin was confirmed in most cases, metastatic spread was also documented. The recognition of their distinct molecular characteristics is critical in selecting new biologic therapies against these deadly cancers.


Assuntos
Neoplasias do Sistema Nervoso Central/genética , Mutação/genética , Tumor Rabdoide/genética , Proteína SMARCB1/genética , Neoplasias do Sistema Nervoso Central/diagnóstico por imagem , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Reação em Cadeia da Polimerase Multiplex , Estudos Retrospectivos , Tumor Rabdoide/diagnóstico por imagem , Tomógrafos Computadorizados
16.
Nature ; 481(7381): 329-34, 2012 Jan 11.
Artigo em Inglês | MEDLINE | ID: mdl-22237022

RESUMO

Retinoblastoma is an aggressive childhood cancer of the developing retina that is initiated by the biallelic loss of RB1. Tumours progress very quickly following RB1 inactivation but the underlying mechanism is not known. Here we show that the retinoblastoma genome is stable, but that multiple cancer pathways can be epigenetically deregulated. To identify the mutations that cooperate with RB1 loss, we performed whole-genome sequencing of retinoblastomas. The overall mutational rate was very low; RB1 was the only known cancer gene mutated. We then evaluated the role of RB1 in genome stability and considered non-genetic mechanisms of cancer pathway deregulation. For example, the proto-oncogene SYK is upregulated in retinoblastoma and is required for tumour cell survival. Targeting SYK with a small-molecule inhibitor induced retinoblastoma tumour cell death in vitro and in vivo. Thus, retinoblastomas may develop quickly as a result of the epigenetic deregulation of key cancer pathways as a direct or indirect result of RB1 loss.


Assuntos
Epigênese Genética/genética , Genômica , Terapia de Alvo Molecular , Inibidores de Proteínas Quinases/farmacologia , Retinoblastoma/tratamento farmacológico , Retinoblastoma/genética , Aneuploidia , Animais , Morte Celular/efeitos dos fármacos , Linhagem Celular , Sobrevivência Celular/efeitos dos fármacos , Instabilidade Cromossômica/genética , Regulação Neoplásica da Expressão Gênica , Genes do Retinoblastoma/genética , Humanos , Peptídeos e Proteínas de Sinalização Intracelular/antagonistas & inibidores , Peptídeos e Proteínas de Sinalização Intracelular/genética , Peptídeos e Proteínas de Sinalização Intracelular/metabolismo , Camundongos , Mutação/genética , Inibidores de Proteínas Quinases/uso terapêutico , Proteínas Tirosina Quinases/antagonistas & inibidores , Proteínas Tirosina Quinases/genética , Proteínas Tirosina Quinases/metabolismo , Proto-Oncogene Mas , Retinoblastoma/patologia , Proteína do Retinoblastoma/deficiência , Proteína do Retinoblastoma/genética , Análise de Sequência de DNA , Quinase Syk , Ensaios Antitumorais Modelo de Xenoenxerto
17.
Nature ; 488(7409): 43-8, 2012 Aug 02.
Artigo em Inglês | MEDLINE | ID: mdl-22722829

RESUMO

Medulloblastoma is a malignant childhood brain tumour comprising four discrete subgroups. Here, to identify mutations that drive medulloblastoma, we sequenced the entire genomes of 37 tumours and matched normal blood. One-hundred and thirty-six genes harbouring somatic mutations in this discovery set were sequenced in an additional 56 medulloblastomas. Recurrent mutations were detected in 41 genes not yet implicated in medulloblastoma; several target distinct components of the epigenetic machinery in different disease subgroups, such as regulators of H3K27 and H3K4 trimethylation in subgroups 3 and 4 (for example, KDM6A and ZMYM3), and CTNNB1-associated chromatin re-modellers in WNT-subgroup tumours (for example, SMARCA4 and CREBBP). Modelling of mutations in mouse lower rhombic lip progenitors that generate WNT-subgroup tumours identified genes that maintain this cell lineage (DDX3X), as well as mutated genes that initiate (CDH1) or cooperate (PIK3CA) in tumorigenesis. These data provide important new insights into the pathogenesis of medulloblastoma subgroups and highlight targets for therapeutic development.


Assuntos
Neoplasias Cerebelares/classificação , Neoplasias Cerebelares/genética , Meduloblastoma/classificação , Meduloblastoma/genética , Mutação/genética , Animais , Antígenos CD , Proteína de Ligação a CREB/genética , Caderinas/genética , Proteínas Cdh1 , Proteínas de Ciclo Celular/deficiência , Proteínas de Ciclo Celular/genética , Linhagem da Célula , Neoplasias Cerebelares/patologia , Criança , Classe I de Fosfatidilinositol 3-Quinases , RNA Helicases DEAD-box/genética , Variações do Número de Cópias de DNA , DNA Helicases/genética , Análise Mutacional de DNA , Modelos Animais de Doenças , Genoma Humano/genética , Genômica , Proteínas Hedgehog/metabolismo , Histona Desmetilases/genética , Histonas/metabolismo , Humanos , Meduloblastoma/patologia , Metilação , Camundongos , Proteínas Nucleares/genética , Fosfatidilinositol 3-Quinases/genética , Fatores de Transcrição/genética , Proteínas Wnt/metabolismo , beta Catenina/genética
18.
Nature ; 481(7380): 157-63, 2012 Jan 11.
Artigo em Inglês | MEDLINE | ID: mdl-22237106

RESUMO

Early T-cell precursor acute lymphoblastic leukaemia (ETP ALL) is an aggressive malignancy of unknown genetic basis. We performed whole-genome sequencing of 12 ETP ALL cases and assessed the frequency of the identified somatic mutations in 94 T-cell acute lymphoblastic leukaemia cases. ETP ALL was characterized by activating mutations in genes regulating cytokine receptor and RAS signalling (67% of cases; NRAS, KRAS, FLT3, IL7R, JAK3, JAK1, SH2B3 and BRAF), inactivating lesions disrupting haematopoietic development (58%; GATA3, ETV6, RUNX1, IKZF1 and EP300) and histone-modifying genes (48%; EZH2, EED, SUZ12, SETD2 and EP300). We also identified new targets of recurrent mutation including DNM2, ECT2L and RELN. The mutational spectrum is similar to myeloid tumours, and moreover, the global transcriptional profile of ETP ALL was similar to that of normal and myeloid leukaemia haematopoietic stem cells. These findings suggest that addition of myeloid-directed therapies might improve the poor outcome of ETP ALL.


Assuntos
Predisposição Genética para Doença/genética , Mutação/genética , Leucemia-Linfoma Linfoblástico de Células T Precursoras/genética , Idade de Início , Criança , Variações do Número de Cópias de DNA/genética , Genes ras/genética , Genoma Humano/genética , Genômica , Hematopoese/genética , Histonas/metabolismo , Humanos , Janus Quinases/genética , Janus Quinases/metabolismo , Leucemia Mieloide Aguda/tratamento farmacológico , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/patologia , Dados de Sequência Molecular , Leucemia-Linfoma Linfoblástico de Células T Precursoras/tratamento farmacológico , Leucemia-Linfoma Linfoblástico de Células T Precursoras/patologia , Receptores de Interleucina-7/genética , Proteína Reelina , Análise de Sequência de DNA , Transdução de Sinais/genética , Células-Tronco/metabolismo , Células-Tronco/patologia , Linfócitos T/metabolismo , Linfócitos T/patologia , Translocação Genética/genética
19.
Cancer ; 123(19): 3791-3798, 2017 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-28556917

RESUMO

BACKGROUND: Outcomes for children with acute myeloid leukemia (AML) have improved over the past 20 years even though the medications used for induction therapy have not changed. METHODS: This study analyzed data from patients with AML who were enrolled in successive protocols (AML97 and AML02) to determine the contributors to the improved outcomes of the latter clinical trial. RESULTS: There were significant improvements in 5-year overall survival (48.9% vs 71.2%; P < .0001) and event-free survival (43.5% vs 61.8%; P = .002) from AML97 to AML02. The 5-year cumulative incidence of early death (ED)/treatment-related mortality (TRM) was reduced for patients treated in AML02 (18.5% vs 7.9%; P = .007). Although the overall incidence of refractory disease (6.5% vs 5.6%; P = .736) and relapse (29.3% vs 21.0%; P = .12) did not differ between the 2 studies, patients with low-risk AML who were treated in AML02 had a reduced incidence of relapse (27.3% vs 8.8%; P = .036). CONCLUSIONS: The improved outcomes of the AML02 trial resulted from improved disease control for low-risk patients and overall decreased ED/TRM. These results emphasize the importance of supportive-care measures throughout chemotherapy courses and hematopoietic cell transplantation and the value of treatment intensity for patients with low-risk AML while underscoring the need for novel therapy, rather than increased therapy intensity, for children with high-risk AML. Cancer 2017;123:3791-3798. © 2017 American Cancer Society.


Assuntos
Antineoplásicos/uso terapêutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Quimioterapia de Indução/métodos , Leucemia Mieloide Aguda/tratamento farmacológico , Leucemia Mieloide Aguda/mortalidade , Adolescente , Aminoglicosídeos/administração & dosagem , Anticorpos Monoclonais Humanizados/administração & dosagem , Asparaginase/administração & dosagem , Criança , Pré-Escolar , Cladribina/administração & dosagem , Protocolos Clínicos , Quimioterapia de Consolidação/métodos , Citarabina/administração & dosagem , Daunorrubicina/administração & dosagem , Intervalo Livre de Doença , Etoposídeo/administração & dosagem , Feminino , Gemtuzumab , Transplante de Células-Tronco Hematopoéticas , Humanos , Lactente , Recém-Nascido , Masculino , Mitoxantrona/administração & dosagem , Neoplasia Residual , Recidiva , Estudos Retrospectivos , Análise de Sobrevida , Fatores de Tempo , Resultado do Tratamento , Adulto Jovem
20.
Cancer ; 123(16): 3150-3158, 2017 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-28387921

RESUMO

BACKGROUND: The tumor protein p53 (TP53) arginine-to-histidine mutation at codon 337 (R337H) predisposes children to adrenocortical tumors (ACTs) and, rarely, to other childhood tumors, but its impact on adult cancer remains undetermined. The objective of this study was to investigate the frequency and types of cancer in relatives of children with ACT who carry the TP53 R337H mutation. METHODS: TP53 R337H testing was offered to relatives of probands with ACT. The parental lineage segregating the R337H mutation was identified in all families. The frequency and distribution of cancer types were compared according to R337H status. The authors' data also were compared with those publicly available for children with TP53 mutations other than R337H. RESULTS: The mean and median follow-up times for the probands with ACT were 11.2 years and 9.7 years (range, 3-32 years), respectively. During this time, cancer was diagnosed in 12 of 81 first-degree relatives (14.8%) carrying the R337H mutation but in only 1 of 94 noncarriers (1.1%; P = .0022). At age 45 years, the cumulative risk of cancer was 21% (95% confidence interval, 5%-33%) in carriers and 2% (95% confidence interval, 0%-4%) in noncarriers (P = .008). The frequency of cancer was higher in the R337H segregating lineages than in the nonsegregating lineages (249 of 1410 vs 66 of 984 individuals; P < .001). Breast and gastric cancer were the most common types. CONCLUSIONS: TP53 R337H carriers have a lifelong predisposition to cancer with a bimodal age distribution: 1 peak, represented by ACT, occurs in the first decade of life, and another peak of diverse cancer types occurs in the fifth decade. The current findings have implications for genetic counseling and surveillance of R337H carriers. Cancer 2017;123:3150-58. © 2017 American Cancer Society.


Assuntos
Neoplasias do Córtex Suprarrenal/genética , Neoplasias da Mama/genética , Neoplasias Gástricas/genética , Proteína Supressora de Tumor p53/genética , Adolescente , Adulto , Brasil , Criança , Pré-Escolar , Família , Feminino , Predisposição Genética para Doença , Heterozigoto , Humanos , Lactente , Masculino , Pessoa de Meia-Idade , Neoplasias/genética , Adulto Jovem
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