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1.
Oncologist ; 28(4): 368-372, 2023 04 06.
Artigo em Inglês | MEDLINE | ID: mdl-36200910

RESUMO

Detection of methylation patterns in circulating tumor DNA (ctDNA) can offer a novel approach for cancer diagnostics given the unique signature for each tumor type. We developed a next-generation sequencing (NGS)-based assay targeting 32 CpG sites to detect colorectal cancer-specific ctDNA. NGS was performed on bisulfite-converted libraries and status dichotomization was done using median methylation ratios at all targets. We included plasma samples from patients with metastatic colorectal (n = 20) and non-colorectal cancers (n = 8); and healthy volunteers (n = 4). Median methylation ratio was higher in colorectal cancer compared with non-colorectal cancers (P = .001) and normal donors (P = .005). The assay detected ctDNA in 85% of patients with colorectal cancer at a specificity of 92%. Notably, we were able to detect methylated ctDNA in 75% of patients in whom ctDNA was not detected by other methods. Detection of methylated ctDNA was associated with shorter median progression-free survival compared to non-detection (8 weeks versus 54 weeks; P = .027).


Assuntos
DNA Tumoral Circulante , Neoplasias Colorretais , Neoplasias , Humanos , Metilação , DNA Tumoral Circulante/genética , Biópsia Líquida , Mutação , Biomarcadores Tumorais/genética , Neoplasias Colorretais/diagnóstico , Neoplasias Colorretais/genética
2.
Mod Pathol ; 31(7): 1036-1045, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29463880

RESUMO

With the expanding role of targeted therapy in patients with solid tumors, pathologists face the daunting task of having to maximize limited volume tissue obtained by fine needle aspiration for a variety of molecular tests. While most molecular studies on fine needle aspiration samples have been reported using cellular material, recent studies have shown that a substantial amount of DNA can be retrieved from the supernatant fluid of aspirate needle rinses after cell pelleting for cytospin or cell block preparations. In routine clinical workflow, the supernatant is discarded; however this fluid may provide a complementary source of DNA for tumor mutational profiling. In this study, we evaluated the post-centrifuged supernatant from 25 malignant and 10 benign fine needle aspiration needle rinses. The mean and median DNA yields from the supernatants were 445 ng and 176.4 ng (range, 15.1-2958 ng), respectively. Next generation sequencing using the Ion AmpliSeq Cancer Hotspot Panel v2 detected somatic mutations in all 25 malignant samples. No mutations were detected in any of the benign samples tested. When available, mutations detected in the supernatant fluid were compared to the next generation sequencing analysis performed on a prior or concurrent surgical specimen from the same patient and showed 100% concordance. In a subset of cases (n = 19) mutations in EGFR, KRAS, BRAF, PIK3CA, and NRAS were successfully confirmed by droplet digital PCR, providing an orthogonal platform for mutation analysis. In summary, in this study we show that post centrifuged supernatants from fine needle aspiration needle rinses can provide a robust substrate for expanded mutation profiling by next generation sequencing, as well as hotspot mutation testing by droplet digital PCR. The ability to detect somatic mutations from otherwise discarded supernatant fluids offers the ability to triage and effectively utilize limited volume fine needle aspiration samples when multiple molecular tests are requested, without the need to re-biopsy for additional tissue samples.


Assuntos
Biópsia por Agulha Fina/métodos , Análise Mutacional de DNA/métodos , DNA de Neoplasias/isolamento & purificação , Manejo de Espécimes/métodos , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/isolamento & purificação , Centrifugação , DNA de Neoplasias/análise , Perfilação da Expressão Gênica/métodos , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Neoplasias/genética
3.
J Mol Diagn ; 21(6): 994-1009, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31401123

RESUMO

Potential applications of cell-free DNA (cfDNA)-based molecular profiling have used in patients with diverse malignant tumors. However, capturing all cfDNA that originates from tumor cells and identifying true variants present in this minute fraction remain challenges to the widespread application of cfDNA-based liquid biopsies in the clinical setting. In this study, we evaluate a systematic approach and identify key components of wet bench and bioinformatics strategies to address these challenges. We found that concentration of enrichment oligonucleotides, elements of the library preparation, and the structure of adaptors are critical for achieving high enrichment of target regions, retaining variant allele frequencies accurately throughout all involved steps of library preparation, and obtaining high variant coverage. We developed a dual molecular barcode-integrated error elimination strategy to remove sequencing artifacts and a background error correction strategy to distinguish true variants from abundant false-positive variants. We further describe a clinical application of this cfDNA-based duplex sequencing approach that can be used to monitor disease progression in patients with stage IV colorectal cancer. The findings also suggest that cfDNA-based molecular testing observations are highly concordant with observations obtained by traditional imaging methods. Overall, the findings presented in this study have potential implications for early detection of cancer, identification of minimal residual disease, and evaluation of therapeutic responses in patients with cancer.


Assuntos
Adenocarcinoma/genética , Ácidos Nucleicos Livres/genética , Neoplasias Colorretais/genética , Biologia Computacional/métodos , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Adenocarcinoma/patologia , Artefatos , Linhagem Celular Tumoral , Neoplasias Colorretais/patologia , Frequência do Gene , Biblioteca Gênica , Humanos , Hibridização In Situ , Biópsia Líquida , Mutação , Reprodutibilidade dos Testes
4.
J Mol Diagn ; 21(3): 471-482, 2019 05.
Artigo em Inglês | MEDLINE | ID: mdl-30794984

RESUMO

The emergence of highly sensitive molecular diagnostic approaches, such as droplet digital PCR, has allowed the accurate identification of low-frequency variant alleles in clinical specimens; however, the multiplex capabilities of droplet digital PCR for variant detection are inadequate. The incorporation of molecular barcodes or unique IDs into next-generation sequencing libraries through PCR has enabled the detection of low-frequency variant alleles across multiple genomic regions. However, rational library preparation and sequencing data analytic strategies that integrate molecular barcodes have rarely been applied to clinical settings. In this study, we evaluated the parameters that are crucial in the use of molecular barcodes in next-generation sequencing for genotyping clinical specimens from patients with hematologic malignancies. The uniform incorporation of molecular barcodes into DNA templates through PCR was found to be crucial, and the extent of uniformity was governed by multiple interdependent variables. An error elimination strategy was developed for removing sequencing background errors by using molecular barcode sequence information as an alternative to the conventional error correction approach. This approach was successfully used to identify mutations with frequencies as low as 0.15%, and the clonal heterogeneity of hematologic malignancies was revealed. These findings have implications for elucidating heterogeneity and temporal and spatial clonal evolution, evaluating response to therapy, and monitoring relapse in patients with hematologic malignancies.


Assuntos
Código de Barras de DNA Taxonômico , Neoplasias Hematológicas/genética , Sequenciamento de Nucleotídeos em Larga Escala , Taxa de Mutação , Mutação/genética , Linhagem Celular Tumoral , Humanos , Limite de Detecção , Reação em Cadeia da Polimerase Multiplex
5.
Cancer Cytopathol ; 127(3): 146-160, 2019 03.
Artigo em Inglês | MEDLINE | ID: mdl-30620446

RESUMO

BACKGROUND: Molecular testing is recommended as an adjunct to improve the preoperative diagnosis of fine-needle aspiration (FNA) of thyroid nodules. Centrifuged supernatants from FNA samples, which are typically discarded, have recently emerged as a novel liquid-based biopsy for molecular testing. This study evaluates the use of thyroid FNA supernatants for detecting clinically relevant mutations. METHODS: Supernatants from thyroid FNA samples (n = 156) were evaluated. A 50-gene next-generation sequencing (NGS) assay was used, and mutation analysis results from a subset of samples were further compared with those of paired FNA smears and/or cell blocks. RESULTS: All 156 samples yielded adequate DNA (median, 135 ng; range, 11-3180 ng), and 129 of these samples (83%) were successfully sequenced by NGS. The most frequently detected somatic mutations included BRAF and RAS mutations, which were followed by RET, TP53, PTEN, CDKN2A, and PIK3CA mutations. Eleven of 31 cases with an indeterminate cytologic diagnosis and 9 of 12 cases that were suspicious for malignancy had somatic mutations, including the BRAF V600E mutation, which is highly definitive for papillary thyroid carcinoma (PTC). Seven of the 9 indeterminate and suspicious cases with the BRAF V600E mutation had surgical follow-up, and they were all confirmed to be PTC. A comparison of the mutation profiles derived from supernatants with those of paired smears and/or cell blocks in a small subset of cases (n = 8) showed 100% concordance. CONCLUSIONS: This study provides evidence that FNA supernatants can be used as a surrogate for thyroid molecular testing to improve diagnostic accuracy in indeterminate nodules, provide prognostic/predictive information, and improve overall patient management.


Assuntos
Biópsia por Agulha Fina/métodos , Sequenciamento de Nucleotídeos em Larga Escala/métodos , Biópsia Líquida/métodos , Glândula Tireoide/metabolismo , Nódulo da Glândula Tireoide/genética , Centrifugação/métodos , Predisposição Genética para Doença/genética , Testes Genéticos/métodos , Humanos , Mutação , Prognóstico , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Glândula Tireoide/patologia , Neoplasias da Glândula Tireoide/genética , Neoplasias da Glândula Tireoide/metabolismo , Neoplasias da Glândula Tireoide/patologia , Nódulo da Glândula Tireoide/diagnóstico , Nódulo da Glândula Tireoide/metabolismo
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