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1.
Nat Commun ; 9(1): 3962, 2018 09 27.
Artigo em Inglês | MEDLINE | ID: mdl-30262806

RESUMO

To evaluate the potential of an integrated clinical test to detect diverse classes of somatic and germline mutations relevant to pediatric oncology, we performed three-platform whole-genome (WGS), whole exome (WES) and transcriptome (RNA-Seq) sequencing of tumors and normal tissue from 78 pediatric cancer patients in a CLIA-certified, CAP-accredited laboratory. Our analysis pipeline achieves high accuracy by cross-validating variants between sequencing types, thereby removing the need for confirmatory testing, and facilitates comprehensive reporting in a clinically-relevant timeframe. Three-platform sequencing has a positive predictive value of 97-99, 99, and 91% for somatic SNVs, indels and structural variations, respectively, based on independent experimental verification of 15,225 variants. We report 240 pathogenic variants across all cases, including 84 of 86 known from previous diagnostic testing (98% sensitivity). Combined WES and RNA-Seq, the current standard for precision oncology, achieved only 78% sensitivity. These results emphasize the critical need for incorporating WGS in pediatric oncology testing.


Assuntos
Exoma/genética , Genoma Humano , Genômica , Neoplasias/genética , Análise de Sequência de DNA , Transcriptoma/genética , Criança , Variação Genética , Humanos
2.
Nat Genet ; 48(12): 1551-1556, 2016 12.
Artigo em Inglês | MEDLINE | ID: mdl-27798625

RESUMO

Acute myeloid leukemia (AML) comprises a heterogeneous group of leukemias frequently defined by recurrent cytogenetic abnormalities, including rearrangements involving the core-binding factor (CBF) transcriptional complex. To better understand the genomic landscape of CBF-AMLs, we analyzed both pediatric (n = 87) and adult (n = 78) samples, including cases with RUNX1-RUNX1T1 (n = 85) or CBFB-MYH11 (n = 80) rearrangements, by whole-genome or whole-exome sequencing. In addition to known mutations in the Ras pathway, we identified recurrent stabilizing mutations in CCND2, suggesting a previously unappreciated cooperating pathway in CBF-AML. Outside of signaling alterations, RUNX1-RUNX1T1 and CBFB-MYH11 AMLs demonstrated remarkably different spectra of cooperating mutations, as RUNX1-RUNX1T1 cases harbored recurrent mutations in DHX15 and ZBTB7A, as well as an enrichment of mutations in epigenetic regulators, including ASXL2 and the cohesin complex. This detailed analysis provides insights into the pathogenesis and development of CBF-AML, while highlighting dramatic differences in the landscapes of cooperating mutations for these related AML subtypes.


Assuntos
Biomarcadores Tumorais/genética , Fatores de Ligação ao Core/genética , Genômica/métodos , Leucemia Mieloide Aguda/genética , Mutação/genética , Proteínas de Fusão Oncogênica/genética , Adulto , Criança , Humanos
3.
J Invest Dermatol ; 135(3): 816-823, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25268584

RESUMO

Despite remarkable advances in the genomic characterization of adult melanoma, the molecular pathogenesis of pediatric melanoma remains largely unknown. We analyzed 15 conventional melanomas (CMs), 3 melanomas arising in congenital nevi (CNMs), and 5 spitzoid melanomas (SMs), using various platforms, including whole genome or exome sequencing, the molecular inversion probe assay, and/or targeted sequencing. CMs demonstrated a high burden of somatic single-nucleotide variations (SNVs), with each case containing a TERT promoter (TERT-p) mutation, 13/15 containing an activating BRAF V600 mutation, and >80% of the identified SNVs consistent with UV damage. In contrast, the three CNMs contained an activating NRAS Q61 mutation and no TERT-p mutations. SMs were characterized by chromosomal rearrangements resulting in activated kinase signaling in 40%, and an absence of TERT-p mutations, except for the one SM that succumbed to hematogenous metastasis. We conclude that pediatric CM has a very similar UV-induced mutational spectrum to that found in the adult counterpart, emphasizing the need to promote sun protection practices in early life and to improve access to therapeutic agents being explored in adults in young patients. In contrast, the pathogenesis of CNM appears to be distinct. TERT-p mutations may identify the rare subset of spitzoid melanocytic lesions prone to disseminate.


Assuntos
GTP Fosfo-Hidrolases/genética , Melanoma/genética , Proteínas de Membrana/genética , Polimorfismo de Nucleotídeo Único/genética , Proteínas Proto-Oncogênicas B-raf/genética , Neoplasias Cutâneas/genética , Telomerase/genética , Adolescente , Criança , Pré-Escolar , Seguimentos , Predisposição Genética para Doença/genética , Humanos , Melanoma/patologia , Neoplasias Induzidas por Radiação/genética , Neoplasias Induzidas por Radiação/patologia , Nevo de Células Epitelioides e Fusiformes/genética , Nevo de Células Epitelioides e Fusiformes/patologia , Nevo Pigmentado/genética , Nevo Pigmentado/patologia , PTEN Fosfo-Hidrolase/genética , Neoplasias Cutâneas/patologia , Raios Ultravioleta/efeitos adversos , Adulto Jovem
4.
Cancer Discov ; 4(11): 1342-53, 2014 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-25223734

RESUMO

UNLABELLED: Ewing sarcoma is a primary bone tumor initiated by EWSR1-ETS gene fusions. To identify secondary genetic lesions that contribute to tumor progression, we performed whole-genome sequencing of 112 Ewing sarcoma samples and matched germline DNA. Overall, Ewing sarcoma tumors had relatively few single-nucleotide variants, indels, structural variants, and copy-number alterations. Apart from whole chromosome arm copy-number changes, the most common somatic mutations were detected in STAG2 (17%), CDKN2A (12%), TP53 (7%), EZH2, BCOR, and ZMYM3 (2.7% each). Strikingly, STAG2 mutations and CDKN2A deletions were mutually exclusive, as confirmed in Ewing sarcoma cell lines. In an expanded cohort of 299 patients with clinical data, we discovered that STAG2 and TP53 mutations are often concurrent and are associated with poor outcome. Finally, we detected subclonal STAG2 mutations in diagnostic tumors and expansion of STAG2-immunonegative cells in relapsed tumors as compared with matched diagnostic samples. SIGNIFICANCE: Whole-genome sequencing reveals that the somatic mutation rate in Ewing sarcoma is low. Tumors that harbor STAG2 and TP53 mutations have a particularly dismal prognosis with current treatments and require alternative therapies. Novel drugs that target epigenetic regulators may constitute viable therapeutic strategies in a subset of patients with mutations in chromatin modifiers.


Assuntos
Antígenos Nucleares/genética , Neoplasias Ósseas/genética , Sarcoma de Ewing/genética , Proteína Supressora de Tumor p53/genética , Proteínas de Ciclo Celular , Linhagem Celular Tumoral , Inibidor p16 de Quinase Dependente de Ciclina/genética , DNA de Neoplasias/genética , Genômica , Humanos , Mutação , Prognóstico , Análise de Sequência de DNA
5.
N Engl J Med ; 371(11): 1005-15, 2014 Sep 11.
Artigo em Inglês | MEDLINE | ID: mdl-25207766

RESUMO

BACKGROUND: Philadelphia chromosome-like acute lymphoblastic leukemia (Ph-like ALL) is characterized by a gene-expression profile similar to that of BCR-ABL1-positive ALL, alterations of lymphoid transcription factor genes, and a poor outcome. The frequency and spectrum of genetic alterations in Ph-like ALL and its responsiveness to tyrosine kinase inhibition are undefined, especially in adolescents and adults. METHODS: We performed genomic profiling of 1725 patients with precursor B-cell ALL and detailed genomic analysis of 154 patients with Ph-like ALL. We examined the functional effects of fusion proteins and the efficacy of tyrosine kinase inhibitors in mouse pre-B cells and xenografts of human Ph-like ALL. RESULTS: Ph-like ALL increased in frequency from 10% among children with standard-risk ALL to 27% among young adults with ALL and was associated with a poor outcome. Kinase-activating alterations were identified in 91% of patients with Ph-like ALL; rearrangements involving ABL1, ABL2, CRLF2, CSF1R, EPOR, JAK2, NTRK3, PDGFRB, PTK2B, TSLP, or TYK2 and sequence mutations involving FLT3, IL7R, or SH2B3 were most common. Expression of ABL1, ABL2, CSF1R, JAK2, and PDGFRB fusions resulted in cytokine-independent proliferation and activation of phosphorylated STAT5. Cell lines and human leukemic cells expressing ABL1, ABL2, CSF1R, and PDGFRB fusions were sensitive in vitro to dasatinib, EPOR and JAK2 rearrangements were sensitive to ruxolitinib, and the ETV6-NTRK3 fusion was sensitive to crizotinib. CONCLUSIONS: Ph-like ALL was found to be characterized by a range of genomic alterations that activate a limited number of signaling pathways, all of which may be amenable to inhibition with approved tyrosine kinase inhibitors. Trials identifying Ph-like ALL are needed to assess whether adding tyrosine kinase inhibitors to current therapy will improve the survival of patients with this type of leukemia. (Funded by the American Lebanese Syrian Associated Charities and others.).


Assuntos
Leucemia-Linfoma Linfoblástico de Células Precursoras B/genética , Inibidores de Proteínas Quinases/uso terapêutico , Adolescente , Adulto , Animais , Criança , Pré-Escolar , DNA de Neoplasias/análise , Feminino , Genoma Humano , Xenoenxertos , Humanos , Lactente , Masculino , Camundongos , Análise de Sequência com Séries de Oligonucleotídeos , Cromossomo Filadélfia , Polimorfismo de Nucleotídeo Único , Leucemia-Linfoma Linfoblástico de Células Precursoras B/tratamento farmacológico , Leucemia-Linfoma Linfoblástico de Células Precursoras B/metabolismo , Leucemia-Linfoma Linfoblástico de Células Precursoras B/mortalidade , Proteínas Tirosina Quinases/antagonistas & inibidores , Receptores de Citocinas/genética , Receptores de Citocinas/metabolismo , Transdução de Sinais/genética , Análise de Sobrevida , Adulto Jovem
6.
Nat Commun ; 5: 3630, 2014 Apr 08.
Artigo em Inglês | MEDLINE | ID: mdl-24710217

RESUMO

Studies of paediatric cancers have shown a high frequency of mutation across epigenetic regulators. Here we sequence 633 genes, encoding the majority of known epigenetic regulatory proteins, in over 1,000 paediatric tumours to define the landscape of somatic mutations in epigenetic regulators in paediatric cancer. Our results demonstrate a marked variation in the frequency of gene mutations across 21 different paediatric cancer subtypes, with the highest frequency of mutations detected in high-grade gliomas, T-lineage acute lymphoblastic leukaemia and medulloblastoma, and a paucity of mutations in low-grade glioma and retinoblastoma. The most frequently mutated genes are H3F3A, PHF6, ATRX, KDM6A, SMARCA4, ASXL2, CREBBP, EZH2, MLL2, USP7, ASXL1, NSD2, SETD2, SMC1A and ZMYM3. We identify novel loss-of-function mutations in the ubiquitin-specific processing protease 7 (USP7) in paediatric leukaemia, which result in decreased deubiquitination activity. Collectively, our results help to define the landscape of mutations in epigenetic regulatory genes in paediatric cancer and yield a valuable new database for investigating the role of epigenetic dysregulations in cancer.


Assuntos
Epigênese Genética/genética , Regulação Neoplásica da Expressão Gênica/genética , Genes Reguladores/genética , Mutação , Neoplasias/genética , Neoplasias Encefálicas/genética , Criança , Glioma/genética , Humanos , Meduloblastoma/genética , Leucemia-Linfoma Linfoblástico de Células T Precursoras/genética , Neoplasias da Retina/genética , Retinoblastoma/genética
7.
Cell Rep ; 7(1): 104-12, 2014 Apr 10.
Artigo em Inglês | MEDLINE | ID: mdl-24703847

RESUMO

Pediatric osteosarcoma is characterized by multiple somatic chromosomal lesions, including structural variations (SVs) and copy number alterations (CNAs). To define the landscape of somatic mutations in pediatric osteosarcoma, we performed whole-genome sequencing of DNA from 20 osteosarcoma tumor samples and matched normal tissue in a discovery cohort, as well as 14 samples in a validation cohort. Single-nucleotide variations (SNVs) exhibited a pattern of localized hypermutation called kataegis in 50% of the tumors. We identified p53 pathway lesions in all tumors in the discovery cohort, nine of which were translocations in the first intron of the TP53 gene. Beyond TP53, the RB1, ATRX, and DLG2 genes showed recurrent somatic alterations in 29%-53% of the tumors. These data highlight the power of whole-genome sequencing for identifying recurrent somatic alterations in cancer genomes that may be missed using other methods.


Assuntos
Neoplasias Ósseas/genética , Carcinogênese/genética , Variações do Número de Cópias de DNA , Osteossarcoma/genética , Adolescente , Neoplasias Ósseas/patologia , Carcinogênese/patologia , Criança , Pré-Escolar , DNA de Neoplasias/genética , Progressão da Doença , Genoma Humano , Humanos , Mutação , Metástase Neoplásica , Osteossarcoma/patologia , Polimorfismo de Nucleotídeo Único
8.
Nat Genet ; 46(5): 444-450, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24705251

RESUMO

Pediatric high-grade glioma (HGG) is a devastating disease with a less than 20% survival rate 2 years after diagnosis. We analyzed 127 pediatric HGGs, including diffuse intrinsic pontine gliomas (DIPGs) and non-brainstem HGGs (NBS-HGGs), by whole-genome, whole-exome and/or transcriptome sequencing. We identified recurrent somatic mutations in ACVR1 exclusively in DIPGs (32%), in addition to previously reported frequent somatic mutations in histone H3 genes, TP53 and ATRX, in both DIPGs and NBS-HGGs. Structural variants generating fusion genes were found in 47% of DIPGs and NBS-HGGs, with recurrent fusions involving the neurotrophin receptor genes NTRK1, NTRK2 and NTRK3 in 40% of NBS-HGGs in infants. Mutations targeting receptor tyrosine kinase-RAS-PI3K signaling, histone modification or chromatin remodeling, and cell cycle regulation were found in 68%, 73% and 59% of pediatric HGGs, respectively, including in DIPGs and NBS-HGGs. This comprehensive analysis provides insights into the unique and shared pathways driving pediatric HGG within and outside the brainstem.


Assuntos
Receptores de Ativinas Tipo I/genética , Neoplasias do Tronco Encefálico/genética , Glioma/genética , Transdução de Sinais/genética , Animais , Criança , Estudos de Coortes , Biologia Computacional , Perfilação da Expressão Gênica , Fusão Gênica/genética , Humanos , Immunoblotting , Imuno-Histoquímica , Análise em Microsséries , Receptor trkA/genética , Receptor trkB/genética , Receptor trkC/genética , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Análise de Sequência de DNA , Estatísticas não Paramétricas , Peixe-Zebra
9.
Nature ; 506(7489): 451-5, 2014 Feb 27.
Artigo em Inglês | MEDLINE | ID: mdl-24553141

RESUMO

Members of the nuclear factor-κB (NF-κB) family of transcriptional regulators are central mediators of the cellular inflammatory response. Although constitutive NF-κB signalling is present in most human tumours, mutations in pathway members are rare, complicating efforts to understand and block aberrant NF-κB activity in cancer. Here we show that more than two-thirds of supratentorial ependymomas contain oncogenic fusions between RELA, the principal effector of canonical NF-κB signalling, and an uncharacterized gene, C11orf95. In each case, C11orf95-RELA fusions resulted from chromothripsis involving chromosome 11q13.1. C11orf95-RELA fusion proteins translocated spontaneously to the nucleus to activate NF-κB target genes, and rapidly transformed neural stem cells--the cell of origin of ependymoma--to form these tumours in mice. Our data identify a highly recurrent genetic alteration of RELA in human cancer, and the C11orf95-RELA fusion protein as a potential therapeutic target in supratentorial ependymoma.


Assuntos
Transformação Celular Neoplásica , Ependimoma/genética , Ependimoma/metabolismo , NF-kappa B/metabolismo , Proteínas/metabolismo , Transdução de Sinais , Fator de Transcrição RelA/metabolismo , Proteínas Adaptadoras de Transdução de Sinal/genética , Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Animais , Sequência de Bases , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/patologia , Linhagem Celular , Núcleo Celular/metabolismo , Transformação Celular Neoplásica/genética , Cromossomos Humanos Par 11/genética , Ependimoma/patologia , Feminino , Humanos , Camundongos , Modelos Genéticos , Dados de Sequência Molecular , NF-kappa B/genética , Células-Tronco Neurais/metabolismo , Células-Tronco Neurais/patologia , Proteínas de Fusão Oncogênica/genética , Proteínas de Fusão Oncogênica/metabolismo , Fosfoproteínas/genética , Fosfoproteínas/metabolismo , Proteínas/genética , Fator de Transcrição RelA/genética , Fatores de Transcrição , Translocação Genética/genética , Proteínas de Sinalização YAP
10.
Cancer Cell ; 24(6): 710-24, 2013 Dec 09.
Artigo em Inglês | MEDLINE | ID: mdl-24332040

RESUMO

Rhabdomyosarcoma is a soft-tissue sarcoma with molecular and cellular features of developing skeletal muscle. Rhabdomyosarcoma has two major histologic subtypes, embryonal and alveolar, each with distinct clinical, molecular, and genetic features. Genomic analysis shows that embryonal tumors have more structural and copy number variations than alveolar tumors. Mutations in the RAS/NF1 pathway are significantly associated with intermediate- and high-risk embryonal rhabdomyosarcomas (ERMS). In contrast, alveolar rhabdomyosarcomas (ARMS) have fewer genetic lesions overall and no known recurrently mutated cancer consensus genes. To identify therapeutics for ERMS, we developed and characterized orthotopic xenografts of tumors that were sequenced in our study. High-throughput screening of primary cultures derived from those xenografts identified oxidative stress as a pathway of therapeutic relevance for ERMS.


Assuntos
Estresse Oxidativo , Rabdomiossarcoma Embrionário/genética , Animais , Evolução Clonal , Dosagem de Genes , Homeostase , Humanos , Perda de Heterozigosidade , Camundongos , Mutação , Rabdomiossarcoma Embrionário/tratamento farmacológico , Rabdomiossarcoma Embrionário/metabolismo
11.
Nat Genet ; 45(6): 602-12, 2013 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-23583981

RESUMO

The most common pediatric brain tumors are low-grade gliomas (LGGs). We used whole-genome sequencing to identify multiple new genetic alterations involving BRAF, RAF1, FGFR1, MYB, MYBL1 and genes with histone-related functions, including H3F3A and ATRX, in 39 LGGs and low-grade glioneuronal tumors (LGGNTs). Only a single non-silent somatic alteration was detected in 24 of 39 (62%) tumors. Intragenic duplications of the portion of FGFR1 encoding the tyrosine kinase domain (TKD) and rearrangements of MYB were recurrent and mutually exclusive in 53% of grade II diffuse LGGs. Transplantation of Trp53-null neonatal astrocytes expressing FGFR1 with the duplication involving the TKD into the brains of nude mice generated high-grade astrocytomas with short latency and 100% penetrance. FGFR1 with the duplication induced FGFR1 autophosphorylation and upregulation of the MAPK/ERK and PI3K pathways, which could be blocked by specific inhibitors. Focusing on the therapeutically challenging diffuse LGGs, our study of 151 tumors has discovered genetic alterations and potential therapeutic targets across the entire range of pediatric LGGs and LGGNTs.


Assuntos
Neoplasias Encefálicas/genética , Glioma/genética , Adolescente , Animais , Sequência de Bases , Neoplasias Encefálicas/patologia , Criança , Pré-Escolar , Feminino , Duplicação Gênica , Rearranjo Gênico , Genes myb , Estudo de Associação Genômica Ampla , Glioma/patologia , Humanos , Lactente , Masculino , Camundongos , Camundongos Nus , Dados de Sequência Molecular , Mutação , Gradação de Tumores , Transplante de Neoplasias , Proteínas Proto-Oncogênicas/genética , Proteínas Proto-Oncogênicas B-raf , Receptor Tipo 1 de Fator de Crescimento de Fibroblastos/genética , Análise de Sequência de DNA , Transdução de Sinais , Transativadores/genética , Transcriptoma
12.
Nat Genet ; 45(3): 242-52, 2013 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23334668

RESUMO

The genetic basis of hypodiploid acute lymphoblastic leukemia (ALL), a subtype of ALL characterized by aneuploidy and poor outcome, is unknown. Genomic profiling of 124 hypodiploid ALL cases, including whole-genome and exome sequencing of 40 cases, identified two subtypes that differ in the severity of aneuploidy, transcriptional profiles and submicroscopic genetic alterations. Near-haploid ALL with 24-31 chromosomes harbor alterations targeting receptor tyrosine kinase signaling and Ras signaling (71%) and the lymphoid transcription factor gene IKZF3 (encoding AIOLOS; 13%). In contrast, low-hypodiploid ALL with 32-39 chromosomes are characterized by alterations in TP53 (91.2%) that are commonly present in nontumor cells, IKZF2 (encoding HELIOS; 53%) and RB1 (41%). Both near-haploid and low-hypodiploid leukemic cells show activation of Ras-signaling and phosphoinositide 3-kinase (PI3K)-signaling pathways and are sensitive to PI3K inhibitors, indicating that these drugs should be explored as a new therapeutic strategy for this aggressive form of leukemia.


Assuntos
Aneuploidia , Aberrações Cromossômicas , Mutação , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Animais , Sequência de Bases , Linhagem Celular Tumoral , Regulação Neoplásica da Expressão Gênica , Haploidia , Humanos , Fator de Transcrição Ikaros/genética , Fator de Transcrição Ikaros/metabolismo , Camundongos , Dados de Sequência Molecular , Fosfatidilinositol 3-Quinases/genética , Fosfatidilinositol 3-Quinases/metabolismo , Leucemia-Linfoma Linfoblástico de Células Precursoras/metabolismo , Leucemia-Linfoma Linfoblástico de Células Precursoras/patologia , Proteína do Retinoblastoma/genética , Proteína do Retinoblastoma/metabolismo , Transdução de Sinais , Transplante Heterólogo , Resultado do Tratamento , Proteína Supressora de Tumor p53/genética , Proteína Supressora de Tumor p53/metabolismo
13.
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
14.
J Am Med Inform Assoc ; 19(e1): e125-8, 2012 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-22323393

RESUMO

Quality control and harmonization of data is a vital and challenging undertaking for any successful data coordination center and a responsibility shared between the multiple sites that produce, integrate, and utilize the data. Here we describe a coordinated effort between scientists and data managers in the Cancer Family Registries to implement a data governance infrastructure consisting of both organizational and technical solutions. The technical solution uses a rule-based validation system that facilitates error detection and correction for data centers submitting data to a central informatics database. Validation rules comprise both standard checks on allowable values and a crosscheck of related database elements for logical and scientific consistency. Evaluation over a 2-year timeframe showed a significant decrease in the number of errors in the database and a concurrent increase in data consistency and accuracy.


Assuntos
Neoplasias da Mama , Neoplasias do Colo , Bases de Dados Factuais/normas , Sistema de Registros/normas , Neoplasias da Mama/epidemiologia , Neoplasias do Colo/epidemiologia , Bases de Dados Factuais/estatística & dados numéricos , Humanos , Controle de Qualidade , Projetos de Pesquisa , Estados Unidos
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