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2.
Lancet Oncol ; 19(6): 785-798, 2018 06.
Artigo em Inglês | MEDLINE | ID: mdl-29753700

RESUMO

BACKGROUND: Medulloblastoma is associated with rare hereditary cancer predisposition syndromes; however, consensus medulloblastoma predisposition genes have not been defined and screening guidelines for genetic counselling and testing for paediatric patients are not available. We aimed to assess and define these genes to provide evidence for future screening guidelines. METHODS: In this international, multicentre study, we analysed patients with medulloblastoma from retrospective cohorts (International Cancer Genome Consortium [ICGC] PedBrain, Medulloblastoma Advanced Genomics International Consortium [MAGIC], and the CEFALO series) and from prospective cohorts from four clinical studies (SJMB03, SJMB12, SJYC07, and I-HIT-MED). Whole-genome sequences and exome sequences from blood and tumour samples were analysed for rare damaging germline mutations in cancer predisposition genes. DNA methylation profiling was done to determine consensus molecular subgroups: WNT (MBWNT), SHH (MBSHH), group 3 (MBGroup3), and group 4 (MBGroup4). Medulloblastoma predisposition genes were predicted on the basis of rare variant burden tests against controls without a cancer diagnosis from the Exome Aggregation Consortium (ExAC). Previously defined somatic mutational signatures were used to further classify medulloblastoma genomes into two groups, a clock-like group (signatures 1 and 5) and a homologous recombination repair deficiency-like group (signatures 3 and 8), and chromothripsis was investigated using previously established criteria. Progression-free survival and overall survival were modelled for patients with a genetic predisposition to medulloblastoma. FINDINGS: We included a total of 1022 patients with medulloblastoma from the retrospective cohorts (n=673) and the four prospective studies (n=349), from whom blood samples (n=1022) and tumour samples (n=800) were analysed for germline mutations in 110 cancer predisposition genes. In our rare variant burden analysis, we compared these against 53 105 sequenced controls from ExAC and identified APC, BRCA2, PALB2, PTCH1, SUFU, and TP53 as consensus medulloblastoma predisposition genes according to our rare variant burden analysis and estimated that germline mutations accounted for 6% of medulloblastoma diagnoses in the retrospective cohort. The prevalence of genetic predispositions differed between molecular subgroups in the retrospective cohort and was highest for patients in the MBSHH subgroup (20% in the retrospective cohort). These estimates were replicated in the prospective clinical cohort (germline mutations accounted for 5% of medulloblastoma diagnoses, with the highest prevalence [14%] in the MBSHH subgroup). Patients with germline APC mutations developed MBWNT and accounted for most (five [71%] of seven) cases of MBWNT that had no somatic CTNNB1 exon 3 mutations. Patients with germline mutations in SUFU and PTCH1 mostly developed infant MBSHH. Germline TP53 mutations presented only in childhood patients in the MBSHH subgroup and explained more than half (eight [57%] of 14) of all chromothripsis events in this subgroup. Germline mutations in PALB2 and BRCA2 were observed across the MBSHH, MBGroup3, and MBGroup4 molecular subgroups and were associated with mutational signatures typical of homologous recombination repair deficiency. In patients with a genetic predisposition to medulloblastoma, 5-year progression-free survival was 52% (95% CI 40-69) and 5-year overall survival was 65% (95% CI 52-81); these survival estimates differed significantly across patients with germline mutations in different medulloblastoma predisposition genes. INTERPRETATION: Genetic counselling and testing should be used as a standard-of-care procedure in patients with MBWNT and MBSHH because these patients have the highest prevalence of damaging germline mutations in known cancer predisposition genes. We propose criteria for routine genetic screening for patients with medulloblastoma based on clinical and molecular tumour characteristics. FUNDING: German Cancer Aid; German Federal Ministry of Education and Research; German Childhood Cancer Foundation (Deutsche Kinderkrebsstiftung); European Research Council; National Institutes of Health; Canadian Institutes for Health Research; German Cancer Research Center; St Jude Comprehensive Cancer Center; American Lebanese Syrian Associated Charities; Swiss National Science Foundation; European Molecular Biology Organization; Cancer Research UK; Hertie Foundation; Alexander and Margaret Stewart Trust; V Foundation for Cancer Research; Sontag Foundation; Musicians Against Childhood Cancer; BC Cancer Foundation; Swedish Council for Health, Working Life and Welfare; Swedish Research Council; Swedish Cancer Society; the Swedish Radiation Protection Authority; Danish Strategic Research Council; Swiss Federal Office of Public Health; Swiss Research Foundation on Mobile Communication; Masaryk University; Ministry of Health of the Czech Republic; Research Council of Norway; Genome Canada; Genome BC; Terry Fox Research Institute; Ontario Institute for Cancer Research; Pediatric Oncology Group of Ontario; The Family of Kathleen Lorette and the Clark H Smith Brain Tumour Centre; Montreal Children's Hospital Foundation; The Hospital for Sick Children: Sonia and Arthur Labatt Brain Tumour Research Centre, Chief of Research Fund, Cancer Genetics Program, Garron Family Cancer Centre, MDT's Garron Family Endowment; BC Childhood Cancer Parents Association; Cure Search Foundation; Pediatric Brain Tumor Foundation; Brainchild; and the Government of Ontario.


Assuntos
Biomarcadores Tumorais/genética , Neoplasias Cerebelares/genética , Metilação de DNA , Testes Genéticos/métodos , Mutação em Linhagem Germinativa , Meduloblastoma/genética , Modelos Genéticos , Adolescente , Adulto , Neoplasias Cerebelares/mortalidade , Neoplasias Cerebelares/patologia , Neoplasias Cerebelares/terapia , Criança , Pré-Escolar , Análise Mutacional de DNA , Feminino , Perfilação da Expressão Gênica , Predisposição Genética para Doença , Hereditariedade , Humanos , Lactente , Masculino , Meduloblastoma/mortalidade , Meduloblastoma/patologia , Meduloblastoma/terapia , Linhagem , Fenótipo , Valor Preditivo dos Testes , Intervalo Livre de Progressão , Estudos Prospectivos , Reprodutibilidade dos Testes , Estudos Retrospectivos , Fatores de Risco , Transcriptoma , Sequenciamento do Exoma , Adulto Jovem
3.
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
4.
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
5.
Cancer Cell ; 29(3): 379-393, 2016 Mar 14.
Artigo em Inglês | MEDLINE | ID: mdl-26923874

RESUMO

Atypical teratoid/rhabdoid tumor (ATRT) is one of the most common brain tumors in infants. Although the prognosis of ATRT patients is poor, some patients respond favorably to current treatments, suggesting molecular inter-tumor heterogeneity. To investigate this further, we genetically and epigenetically analyzed 192 ATRTs. Three distinct molecular subgroups of ATRTs, associated with differences in demographics, tumor location, and type of SMARCB1 alterations, were identified. Whole-genome DNA and RNA sequencing found no recurrent mutations in addition to SMARCB1 that would explain the differences between subgroups. Whole-genome bisulfite sequencing and H3K27Ac chromatin-immunoprecipitation sequencing of primary tumors, however, revealed clear differences, leading to the identification of subgroup-specific regulatory networks and potential therapeutic targets.


Assuntos
Epigênese Genética/genética , Tumor Rabdoide/genética , Teratoma/genética , Neoplasias Encefálicas/genética , Proteínas Cromossômicas não Histona/genética , Proteínas de Ligação a DNA/genética , Humanos , Mutação/genética , Proteína SMARCB1 , Fatores de Transcrição/genética
6.
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
7.
Mol Syst Biol ; 11(9): 828, 2015 Sep 28.
Artigo em Inglês | MEDLINE | ID: mdl-26415501

RESUMO

A remarkable observation emerging from recent cancer genome analyses is the identification of chromothripsis as a one-off genomic catastrophe, resulting in massive somatic DNA structural rearrangements (SRs). Largely due to lack of suitable model systems, the mechanistic basis of chromothripsis has remained elusive. We developed an integrative method termed "complex alterations after selection and transformation (CAST)," enabling efficient in vitro generation of complex DNA rearrangements including chromothripsis, using cell perturbations coupled with a strong selection barrier followed by massively parallel sequencing. We employed this methodology to characterize catastrophic SR formation processes, their temporal sequence, and their impact on gene expression and cell division. Our in vitro system uncovered a propensity of chromothripsis to occur in cells with damaged telomeres, and in particular in hyperploid cells. Analysis of primary medulloblastoma cancer genomes verified the link between hyperploidy and chromothripsis in vivo. CAST provides the foundation for mechanistic dissection of complex DNA rearrangement processes.


Assuntos
Cromossomos Humanos/genética , Rearranjo Gênico , Genoma Humano/genética , Instabilidade Genômica/genética , Neoplasias/genética , Aneuploidia , Divisão Celular , Linhagem Celular , Aberrações Cromossômicas , Variações do Número de Cópias de DNA/genética , Humanos , Meduloblastoma/genética , Poliploidia , Telômero/genética , Telômero/patologia , Proteína 2 de Ligação a Repetições Teloméricas/genética , Proteína 2 de Ligação a Repetições Teloméricas/metabolismo
8.
Nat Biotechnol ; 32(11): 1106-12, 2014 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-25344728

RESUMO

The development of high-throughput sequencing technologies has advanced our understanding of cancer. However, characterizing somatic structural variants in tumor genomes is still challenging because current strategies depend on the initial alignment of reads to a reference genome. Here, we describe SMUFIN (somatic mutation finder), a single program that directly compares sequence reads from normal and tumor genomes to accurately identify and characterize a range of somatic sequence variation, from single-nucleotide variants (SNV) to large structural variants at base pair resolution. Performance tests on modeled tumor genomes showed average sensitivity of 92% and 74% for SNVs and structural variants, with specificities of 95% and 91%, respectively. Analyses of aggressive forms of solid and hematological tumors revealed that SMUFIN identifies breakpoints associated with chromothripsis and chromoplexy with high specificity. SMUFIN provides an integrated solution for the accurate, fast and comprehensive characterization of somatic sequence variation in cancer.


Assuntos
Sequenciamento de Nucleotídeos em Larga Escala , Mutação , Neoplasias/genética , Mapeamento Cromossômico , Variação Genética , Genoma Humano , Humanos , Nucleotídeos/genética , Polimorfismo de Nucleotídeo Único
9.
Rev. biol. trop ; 57(supl.1): 357-369, nov. 2009. ilus, tab
Artigo em Inglês | LILACS, SaludCR | ID: lil-637949

RESUMO

Dermatoglyphic traits have been used to evaluate population structure and microdifferentiation in several populations. For Chibcha-speaking groups of Lower Central America there are few dermatoglyphic studies, but extensive linguistic, anthropological and genetic data support their historical, cultural and biological relationships. The main objectives of this study were to describe new dermatoglyphic data for six Chibcha- speaking Amerindians of Costa Rica, and to assess the relationships between these and other Amerindian and Eskimo groups, at different levels of population differentiation by means of multivariate analyses of quantitative traits. Sexual (2 =227.22, df=33, p<0.01),, and bimanual (2 =554.45, df=33, p<0.01) differences were both significant for the overall population, as has been reported previously. Remarkably, higher frequencies of arches, lower frequencies of whorls and lower means of total ridge counts were observed in the tribes analyzed compared with other American indians. At the lowest level of population differentiation, two Cabecar subpopulations (Aatlantic and Chirripo) were compared and no significant differences were found (FF=0.001, p=0.72),, suggesting that dermatoglyphic variation might not reflect known genetic divergence at this level of association. Comparisons within the Chibchan dataset using Principal Components Analysis (PPCA) placed the Huetar and the Cabecar in close proximity, and separated the Guatuso and the Guaymi. Additionally, the Chibchan tribes, although showing nearer proximity to Non-Andean South American groups, can be separated from other Amerindian and Eskimo populations, confirming previous results based on extensive genetic surveys and linguistic analyses that have demonstrated the existence of a Chibchan cluster within a larger South American phylogenetic group. The results obtained support the use of dermatoglyphics to assess interpopulation affinities, even at the level of tribes. Rev. Biol. Trop. 57 (SSuppl. 1): 357-369. Epub 2009 November 30.


Los dermatoglifos se han utilizado para evaluar la estructura poblacional y microdiferenciación de varias poblaciones. Para los grupos chibcha de Baja Centroamérica hay pocos estudios sobre dermatoglifos pero los datos lingüísticos, antropológicos y genéticos muestran la existencia de relaciones históricas, culturales y biológicas. Los objetivos del presente estudio fueron describir nuevos datos de dermatoglifos para seis tribus amerindias chibcha de Costa Rica y evaluar las relaciones entre estas y otros grupos amerindios y esquimales, a diferentes niveles de diferenciación poblacional por medio de análisis multivariados. Se encontraron diferencias significativas entre ambos sexos (2=27.22, df=3, p<0.01) y ambas manos (2=54.45, df=3, p<0.01), similar a lo descrito para otras poblaciones. Las tribus estudiadas se caracterizan por presentar alta frecuencia de arcos, baja frecuencia de verticilos y bajo conteo total de líneas. Al nivel más bajo de diferenciación poblacional, se compararon dos subpoblaciones cabécar (Atlántico y Chirripo) y no se encontraron diferencias significativas (F=0.001, p=0.72) lo cual sugiere que los dermatoglifos no permiten discriminar entre grupos a este nivel. Las comparaciones entre las tribus chibcha estudiadas por medio de análisis de componentes principales (PCA) ubican a los huetar cercanos a los cabécar; mientras que los guatuso y guaymí aparecen como grupos más aislados. Adicionalmente, el grupo chibcha, aunque muestra mayor afinidad con poblaciones suramericanas, puede separarse de otras tribus amerindias y esquimales, confirmando los resultados de estudios genéticos y lingüísticos que han colocado a los chibchas dentro del un grupo filogenético mayor formado por tribus amerindias de Suramerica. Dichos resultados confirman el valor de las características dermatoglíficas para evaluar las afinidades interpoblacionales aún a nivel de tribus.


Assuntos
Humanos , Masculino , Feminino , Indígenas Centro-Americanos/genética , Deriva Genética , Dermatoglifia , Costa Rica
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