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PLoS One ; 9(3): e91666, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24626295

RESUMO

We aimed to identify a prostate cancer DNA hypermethylation microarray signature (denoted as PHYMA) that differentiates prostate cancer from benign prostate hyperplasia (BPH), high from low-grade and lethal from non-lethal cancers. This is a non-randomized retrospective study in 111 local Asian men (87 prostate cancers and 24 BPH) treated from 1995 to 2009 in our institution. Archival prostate epithelia were laser-capture microdissected and genomic DNA extracted and bisulfite-converted. Samples were profiled using Illumina GoldenGate Methylation microarray, with raw data processed by GenomeStudio. A classification model was generated using support vector machine, consisting of a 55-probe DNA methylation signature of 46 genes. The model was independently validated on an internal testing dataset which yielded cancer detection sensitivity and specificity of 95.3% and 100% respectively, with overall accuracy of 96.4%. Second validation on another independent western cohort yielded 89.8% sensitivity and 66.7% specificity, with overall accuracy of 88.7%. A PHYMA score was developed for each sample based on the state of methylation in the PHYMA signature. Increasing PHYMA score was significantly associated with higher Gleason score and Gleason primary grade. Men with higher PHYMA scores have poorer survival on univariate (p = 0.0038, HR = 3.89) and multivariate analyses when controlled for (i) clinical stage (p = 0.055, HR = 2.57), and (ii) clinical stage and Gleason score (p = 0.043, HR = 2.61). We further performed bisulfite genomic sequencing on 2 relatively unknown genes to demonstrate robustness of the assay results. PHYMA is thus a signature with high sensitivity and specificity for discriminating tumors from BPH, and has a potential role in early detection and in predicting survival.


Assuntos
Metilação de DNA , Regulação Neoplásica da Expressão Gênica , Neoplasias da Próstata/genética , Idoso , Idoso de 80 Anos ou mais , Povo Asiático , Diferenciação Celular , Epigênese Genética , Perfilação da Expressão Gênica , Humanos , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Análise de Sequência com Séries de Oligonucleotídeos , Prognóstico , Modelos de Riscos Proporcionais , Hiperplasia Prostática/diagnóstico , Hiperplasia Prostática/patologia , Neoplasias da Próstata/diagnóstico , Neoplasias da Próstata/etnologia , Reprodutibilidade dos Testes , Estudos Retrospectivos , Sensibilidade e Especificidade
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