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1.
J Hum Genet ; 65(10): 865-873, 2020 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-32483276

RESUMO

Poly-ADP-ribose-polymerase inhibitor (PARPi) treatment is indicated for advanced-stage ovarian tumors with BRCA1/2 deficiency. The "BRCAness" status is thought to be attributed to a tumor phenotype associated with a specific epigenomic DNA methylation profile. Here, we examined the diagnostic impact of combined BRCA1/2 sequence, copy number, and promoter DNA methylation analysis, and evaluated whether genomic DNA methylation patterns can predict the BRCAness in ovarian tumors. DNA sequencing of 172 human tissue samples of advanced-stage ovarian adenocarcinoma identified 36 samples with a clinically significant tier 1/2 sequence variants (point mutations and in/dels) and 9 samples with a CNV causing a loss of function in BRCA1/2. DNA methylation analysis of the promoter of BRCA1/2 identified promoter hypermethylation of BRCA1 in two mutation-negative samples. Computational modeling of genome-wide methylation markers, measured using Infinium EPIC arrays, resulted in a total accuracy of 0.75, sensitivity: 0.83, specificity: 0.64, positive predictive value: 0.76, negative predictive value: 0.74, and area under the receiver's operating curve (AUC): 0.77, in classifying tumors harboring a BRCA1/2 defect from the rest. These findings indicate that the assessment of CNV and promoter DNA methylation in BRCA1/2 increases the cumulative diagnostic yield by 10%, compared with the 20% yield achieved by sequence variant analysis alone. Genomic DNA methylation data can partially predict BRCAness in ovarian tumors; however, further investigation in expanded BRCA1/2 cohorts is needed, and the effect of other double strand DNA repair gene defects in these tumors warrants further investigations.


Assuntos
Adenocarcinoma/genética , Proteína BRCA1/genética , Proteína BRCA2/genética , Metilação de DNA , Genes BRCA1 , Genes BRCA2 , Técnicas de Diagnóstico Molecular , Síndromes Neoplásicas Hereditárias/genética , Neoplasias Ovarianas/genética , Adenocarcinoma/diagnóstico , Adenocarcinoma/tratamento farmacológico , Adulto , Idoso , Antineoplásicos/uso terapêutico , Área Sob a Curva , Variações do Número de Cópias de DNA , DNA de Neoplasias/química , DNA de Neoplasias/genética , Feminino , Predisposição Genética para Doença , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Mutação INDEL , Pessoa de Meia-Idade , Síndromes Neoplásicas Hereditárias/diagnóstico , Síndromes Neoplásicas Hereditárias/tratamento farmacológico , Neoplasias Ovarianas/diagnóstico , Neoplasias Ovarianas/tratamento farmacológico , Mutação Puntual , Inibidores de Poli(ADP-Ribose) Polimerases/uso terapêutico , Valor Preditivo dos Testes , Regiões Promotoras Genéticas/genética , Curva ROC , Sensibilidade e Especificidade
2.
Eur J Haematol ; 103(3): 178-189, 2019 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-31177553

RESUMO

OBJECTIVES: The diagnosis of hematologic malignancies integrates multiple diagnostic and clinical disciplines. Historically, targeted (single-analyte) genetic testing has been used as reflex to initial prescreening by other diagnostic modalities including flow cytometry, anatomic pathology, and clinical cytogenetics. Given the wide range of mutations associated with hematologic malignancies a DNA/RNA-based NGS panel can provide a more effective and economical approach to comprehensive testing of patients as an initial, tier-1 screen. METHODS: Using a cohort of 380 patients, we performed clinical validation of a gene panel designed to assess 40 genes (DNA), and 29 fusion driver genes with over 600 gene fusion partners (RNA), including sample exchange data across three clinical laboratories, and correlation with cytogenetic testing results. RESULTS: The clinical validation of this technology demonstrated that its accuracy, sensitivity, and specificity are comparable to the majority of targeted single-gene approaches, while assessment of the initial patient cohort data demonstrated a high diagnostic yield of 50.5%. CONCLUSIONS: Implementation of a tier-1 NGS-based protocol for gene panel screening provides a comprehensive alternative to targeted molecular testing in patients with suspected hematologic malignancies, with increased diagnostic yield, scalability, reproducibility, and cost effectiveness, making it ideally suited for implementation in clinical laboratories.


Assuntos
Biomarcadores Tumorais , Neoplasias Hematológicas/diagnóstico , Neoplasias Hematológicas/genética , Sequenciamento de Nucleotídeos em Larga Escala , Proteínas de Fusão Oncogênica/genética , Biologia Computacional/métodos , Predisposição Genética para Doença , Testes Genéticos , Variação Genética , Genômica/métodos , Neoplasias Hematológicas/epidemiologia , Humanos , Mutação , Estudos Retrospectivos
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