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1.
J Hum Genet ; 65(10): 865-873, 2020 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-32483276

RESUMEN

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.


Asunto(s)
Adenocarcinoma/genética , Proteína BRCA1/genética , Proteína BRCA2/genética , Metilación de ADN , Genes BRCA1 , Genes BRCA2 , Técnicas de Diagnóstico Molecular , Síndromes Neoplásicos Hereditarios/genética , Neoplasias Ováricas/genética , Adenocarcinoma/diagnóstico , Adenocarcinoma/tratamiento farmacológico , Adulto , Anciano , Antineoplásicos/uso terapéutico , Área Bajo la Curva , Variaciones en el Número de Copia de ADN , ADN de Neoplasias/química , ADN de Neoplasias/genética , Femenino , Predisposición Genética a la Enfermedad , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Mutación INDEL , Persona de Mediana Edad , Síndromes Neoplásicos Hereditarios/diagnóstico , Síndromes Neoplásicos Hereditarios/tratamiento farmacológico , Neoplasias Ováricas/diagnóstico , Neoplasias Ováricas/tratamiento farmacológico , Mutación Puntual , Inhibidores de Poli(ADP-Ribosa) Polimerasas/uso terapéutico , Valor Predictivo de las Pruebas , Regiones Promotoras Genéticas/genética , Curva ROC , Sensibilidad y Especificidad
2.
Eur J Haematol ; 103(3): 178-189, 2019 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-31177553

RESUMEN

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.


Asunto(s)
Biomarcadores de Tumor , Neoplasias Hematológicas/diagnóstico , Neoplasias Hematológicas/genética , Secuenciación de Nucleótidos de Alto Rendimiento , Proteínas de Fusión Oncogénica/genética , Biología Computacional/métodos , Predisposición Genética a la Enfermedad , Pruebas Genéticas , Variación Genética , Genómica/métodos , Neoplasias Hematológicas/epidemiología , Humanos , Mutación , Estudios Retrospectivos
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