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1.
Diagn Cytopathol ; 49(4): E175-E180, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33052631

RESUMO

Risk assessment is critical to determine the timing of elective surgeries and preserve valuable resources in time of pandemic. This study was undertaken to better understand the potential value of molecular testing to risk-stratify thyroid nodules with malignant cytology (Bethesda VI). Systematic review of the literature contributed 21 studies representing 2036 preoperative specimens. The BRAF p.V600E substitution was detected in 46% to 90% of cases with a pooled positivity rate of 70% (95% confidence intervals: 64%-76%). None of the studies used comprehensive oncogene panels. Retrospective analysis of 531 clinical specimens evaluated with the next-generation sequencing ThyGeNEXT Thyroid Oncogene Panel identified a total of 436 gene alterations. BRAF mutation rate was 64% in specimens tested as part of standard clinical care and 75% in specimens from cross-sectional research studies (P = .022). Testing for additional actionable gene alterations such as TERT promoter mutations or RET and NTRK gene rearrangements further increased the diagnostic yield to 78%-85% and up to 95% when including the ThyraMIR Thyroid miRNA Classifier. These data support the role of molecular cytopathology in surgical and therapeutic decision-making and warrant additional studies.


Assuntos
Biomarcadores Tumorais/genética , Nódulo da Glândula Tireoide/genética , Rearranjo Gênico , Testes Genéticos/normas , Humanos , MicroRNAs/genética , Mutação , Período Pré-Operatório , Proteínas Proto-Oncogênicas B-raf/genética , Proteínas Proto-Oncogênicas c-ret/genética , Receptor trkA/genética , Telomerase/genética , Nódulo da Glândula Tireoide/patologia , Nódulo da Glândula Tireoide/cirurgia
2.
Cancer Cytopathol ; 129(3): 239-249, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33017868

RESUMO

BACKGROUND: Medullary thyroid carcinoma (MTC) is an aggressive malignancy originating from the parafollicular C cells. Preoperatively, thyroid nodule fine-needle aspiration cytology (FNAC) and pathogenic gene mutations are definitive in approximately one-half of cases. MicroRNAs (miRNAs) are endogenous, noncoding, single-stranded RNAs that regulate gene expression, a characteristic that confers the potential for identifying malignancy. In the current study, the authors hypothesized that differential pairwise (diff-pair) analysis of miRNA expression levels would reliably identify MTC in FNA samples. METHODS: The relative abundance of 10 different miRNAs in total nucleic acids was obtained from ThyraMIR test results. Diff-pair analysis was performed by subtracting the critical threshold value of one miRNA from the critical threshold values of other miRNAs. Next-generation sequencing with the ThyGeNEXT panel identified oncogenic gene alterations. The discovery cohort consisted of 30 formalin-fixed, paraffin-embedded benign and malignant thyroid neoplasms, including 4 cases of MTC. After analytical validation, clinical validation was performed using 3 distinct cohorts (total of 7557 specimens). RESULTS: In the discovery cohort, 9 diff-pairs were identified as having significant power using the Kruskal-Wallis test (P < .0001) to distinguish MTC samples from non-MTC samples. The assay correctly classified all MTC and non-MTC samples in the analytical validation study and in the 3 clinical validation cohorts. The overall test accuracy was 100% (95% confidence interval, 99%-100%). In indeterminate FNAC samples, the sensitivity of the diff-pair analysis was greater than that of the MTC-specific mutation analysis (100% vs 25%; P = .03). CONCLUSIONS: Pairwise miRNA expression analysis of ThyraMIR results were found to accurately predict MTC in thyroid FNA samples, including those with indeterminate FNAC findings.


Assuntos
Carcinoma Neuroendócrino/patologia , MicroRNAs/genética , Neoplasias da Glândula Tireoide/patologia , Biópsia por Agulha Fina , Carcinoma Neuroendócrino/genética , Estudos de Coortes , Formaldeído , Humanos , Mutação , Oncogenes , Neoplasias da Glândula Tireoide/genética , Fixação de Tecidos
3.
Pediatr Blood Cancer ; 67(6): e28276, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32196952

RESUMO

BACKGROUND: Genetic alterations in multiple cell signaling pathways are involved in the molecular pathogenesis of thyroid cancer. Oncogene mutation testing and gene-expression profiling are routinely used for the preoperative risk management of adult thyroid nodules. In this study, we evaluated the potential value of miRNA biomarkers for the classification of pediatric thyroid lesions. PROCEDURE: Double-blind case-control study with 113 resected pediatric lesions: 66 malignant and 47 benign. Quantitative and qualitative molecular data generated with a 10-miRNA expression panel (ThyraMIR) and a next-generation sequencing oncogene panel (ThyGeNEXT) were compared with clinicopathological parameters. RESULTS: miRNAs were differentially expressed in benign versus malignant tumors with distinct expression patterns in different histopathology categories. The 10-miRNA classifier identified 39 (59%) malignant lesions with 100% specificity. A positive classifier score was associated with lymph node metastasis, extrathyroidal extension and intrathyroidal spread. Genetic alterations associated with increased risk for malignancy were detected in 35 (53%) malignant cases, 20 positive for point mutations in BRAF, HRAS, KRAS, NRAS, PIK3CA, or TERT and 15 positive for gene rearrangements involving ALK, NTRK3, PPARG, or RET. The 10-miRNA classifier correctly identified 11 mutation-negative malignant cases. The performance of the combined molecular test was 70% sensitivity and 96% specificity with an area under the curve of 0.924. CONCLUSIONS: These data suggest that the regulatory miRNA pathways underlying thyroid tumorigenesis are similar in adults and children. miRNA expression can identify malignant lesions with high specificity, augment the diagnostic yield of mutation testing, and improve the molecular classification of pediatric thyroid nodules.


Assuntos
Biomarcadores Tumorais/genética , Análise Mutacional de DNA/métodos , MicroRNAs/genética , Mutação , Neoplasias da Glândula Tireoide/classificação , Neoplasias da Glândula Tireoide/diagnóstico , Adolescente , Estudos de Casos e Controles , Criança , Pré-Escolar , Método Duplo-Cego , Feminino , Seguimentos , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Masculino , Prognóstico , Neoplasias da Glândula Tireoide/genética
4.
Thyroid ; 28(1): 60-67, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-29108474

RESUMO

BACKGROUND: Thyroid nodules are less common in pediatric patients (i.e., those ≤18 years) than they are in adults. The Bethesda System for Reporting Thyroid Cytopathology allows for individual risk stratification, but a significant number of nodules are indeterminate. Incorporating gene mutation panels and gene expression classifiers may aid in preoperative diagnosis. The overall aim of this study was to assess the prevalence of oncogene alterations in a representative pediatric population and across a broad-spectrum of thyroid tumor diagnoses. METHODS: This was a retrospective cross-sectional evaluation of 115 archived samples, including: 47 benign (29 follicular adenoma, 11 diffuse hyperplasia, four thyroiditis, and three multinodular goiter), six follicular thyroid carcinomas (FTC), 24 follicular variant of papillary thyroid carcinomas (fvPTC), 27 classic variant of PTC (cPTC), eight diffuse sclerosing variant of PTC (dsvPTC), and three other PTC. Molecular testing was performed by multiplex qualitative polymerase chain reaction followed by bead array cytometry. Oncogene results were analyzed for association with age, sex, histology, lymph node metastasis, and intrathyroidal spread. RESULTS: A mutation in one of the 17 molecular markers evaluated was found in: 2/6 (33%) FTC, 8/24 (33%) fvPTC, 17/27 (63%) cPTC, and 4/8 (50%) dsvPTC. Mutations in RAS or PAX8/PPARG were exclusive to FTC and fvPTC. BRAF was the most common mutation in cPTC (12/17; 71%), and RET/PTC was the only mutation associated with dsvPTC. Overall, a mutation was found in 32/68 (47%) malignant specimens, with a single follicular adenoma positive for PAX8/PPARG. The relative distribution of gene alterations in pediatric lesions was similar to adults. The presence of a BRAF mutation in pediatric cPTC did not predict a more invasive phenotype. CONCLUSIONS: Of 33 nodules with genetic alterations, 32 were malignant. Mutations in RAS were most frequently associated with FTC, RET/PTC rearrangements with dsvPTC, and invasive fvPTC, and BRAF with cPTC. These results suggest a clinical role for mutational analysis of pediatric nodules to guide the surgical approach.


Assuntos
Adenoma/genética , Biomarcadores Tumorais/genética , Carcinoma Papilar/genética , Bócio/genética , Neoplasias da Glândula Tireoide/genética , Nódulo da Glândula Tireoide/genética , Tireoidite/genética , Adenoma/patologia , Adolescente , Carcinoma Papilar/patologia , Criança , Estudos Transversais , Análise Mutacional de DNA , Feminino , Bócio/patologia , Humanos , Masculino , Proteínas Proto-Oncogênicas B-raf/genética , Proteínas Proto-Oncogênicas p21(ras)/genética , Estudos Retrospectivos , Glândula Tireoide/patologia , Neoplasias da Glândula Tireoide/patologia , Nódulo da Glândula Tireoide/patologia , Tireoidite/patologia
5.
J Pathol Clin Res ; 2(2): 93-103, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-27499919

RESUMO

Multiple molecular markers contribute to the pathogenesis of thyroid cancer and can provide valuable information to improve disease diagnosis and patient management. We performed a comprehensive evaluation of miRNA gene expression in diverse thyroid lesions (n = 534) and developed predictive models for the classification of thyroid nodules, alone or in combination with genotyping. Expression profiling by reverse transcription-quantitative polymerase chain reaction in surgical specimens (n = 257) identified specific miRNAs differentially expressed in 17 histopathological categories. Eight supervised machine learning algorithms were trained to discriminate benign from malignant lesions and evaluated for accuracy and robustness. The selected models showed invariant area under the receiver operating characteristic curve (AUC) in cross-validation (0.89), optimal AUC (0.94) in an independent set of preoperative thyroid nodule aspirates (n = 235), and classified 92% of benign lesions as low risk/negative and 92% of malignant lesions as high risk/positive. Surgical and preoperative specimens were further tested for the presence of 17 validated oncogenic gene alterations in the BRAF, RAS, RET or PAX8 genes. The miRNA-based classifiers complemented and significantly improved the diagnostic performance of the 17-mutation panel (p < 0.001 for McNemar's tests). In a subset of resected tissues (n = 54) and in an independent set of thyroid nodules with indeterminate cytology (n = 42), the optimized ThyraMIR Thyroid miRNA Classifier increased diagnostic sensitivity by 30-39% and correctly classified 100% of benign nodules negative by the 17-mutation panel. In contrast, testing with broad targeted next-generation sequencing panels decreased diagnostic specificity by detecting additional mutations of unknown clinical significance in 19-39% of benign lesions. Our results demonstrate that, independent of mutational status, miRNA expression profiles are strongly associated with altered molecular pathways underlying thyroid tumorigenesis. Combined testing for miRNA gene expression and well-established somatic gene alterations is a novel diagnostic strategy that can improve the preoperative diagnosis and surgical management of patients with indeterminate thyroid nodules.

8.
Clin Endocrinol (Oxf) ; 85(4): 624-31, 2016 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-27155136

RESUMO

CONTEXT: Molecular testing on biopsies from thyroid nodules with indeterminate cytology can improve patient management by preventing unnecessary surgeries on benign nodules. OBJECTIVE: The aim of the study was to determine the health outcome benefits and cost-effectiveness of molecular testing in nodules with AUS/FLUS or FN/SFN cytology. DESIGN: The initial diagnosis and treatment of a hypothetical cohort of adult U.S. patients with solitary thyroid nodules ≥1 cm was simulated by decision analytic modelling using Medicare cost estimates for three management strategies, standard of care without molecular testing (StC), gene expression classifier (GEC) and mutation and miRNA testing (MMT). RESULTS: Gene expression classifier decreased the rate of unnecessary surgeries by 32% relative to StC, yielding incremental costs of $1008 per patient or $5070 per unnecessary surgery avoided. MMT decreased the surgery rate by 67%, yielding incremental savings of -$1384 per patient or -$3170 per unnecessary surgery avoided. Results remained robust in deterministic sensitivity analyses; MMT was dominant for every variable tested. Independent of cancer prevalence, MMT yielded 52% fewer unnecessary surgeries relative to GEC #bib70% fewer two-stage thyroidectomies and correctly identified 70% more benign nodules. Test specificity had to be >68% for molecular testing to be cost-effective and decrease by >50% the rate of unnecessary surgeries performed on benign nodules. CONCLUSIONS: Molecular testing with high benign diagnostic yield can generate both positive health outcomes (less surgeries) and positive economic outputs (cost savings). These results are consistent with previously reported cost-utility data and provide valuable insights for informed decision-making by patients, physicians and payers.


Assuntos
Análise Custo-Benefício/métodos , Nódulo da Glândula Tireoide/patologia , Citodiagnóstico , Tomada de Decisões , Perfilação da Expressão Gênica , Humanos , Medicare/economia , Nódulo da Glândula Tireoide/diagnóstico , Nódulo da Glândula Tireoide/economia , Estados Unidos
9.
J Clin Endocrinol Metab ; 100(7): 2743-50, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-25965083

RESUMO

CONTEXT: Molecular testing for oncogenic mutations or gene expression in fine-needle aspirations (FNAs) from thyroid nodules with indeterminate cytology identifies a subset of benign or malignant lesions with high predictive value. OBJECTIVE: This study aimed to evaluate a novel diagnostic algorithm combining mutation detection and miRNA expression to improve the diagnostic yield of molecular cytology. SETTING: Surgical specimens and preoperative FNAs (n = 638) were tested for 17 validated gene alterations using the miRInform Thyroid test and with a 10-miRNA gene expression classifier generating positive (malignant) or negative (benign) results. DESIGN: Cross-sectional sampling of thyroid nodules with atypia of undetermined significance/follicular lesion of undetermined significance (AUS/FLUS) or follicular neoplasm/suspicious for a follicular neoplasm (FN/SFN) cytology (n = 109) was conducted at 12 endocrinology centers across the United States. Qualitative molecular results were compared with surgical histopathology to determine diagnostic performance and model clinical effect. RESULTS: Mutations were detected in 69% of nodules with malignant outcome. Among mutation-negative specimens, miRNA testing correctly identified 64% of malignant cases and 98% of benign cases. The diagnostic sensitivity and specificity of the combined algorithm was 89% (95% confidence interval [CI], 73-97%) and 85% (95% CI, 75-92%), respectively. At 32% cancer prevalence, 61% of the molecular results were benign with a negative predictive value of 94% (95% CI, 85-98%). Independently of variations in cancer prevalence, the test increased the yield of true benign results by 65% relative to mRNA-based gene expression classification and decreased the rate of avoidable diagnostic surgeries by 69%. CONCLUSIONS: Multiplatform testing for DNA, mRNA, and miRNA can accurately classify benign and malignant thyroid nodules, increase the diagnostic yield of molecular cytology, and further improve the preoperative risk-based management of benign nodules with AUS/FLUS or FN/SFN cytology.


Assuntos
DNA/genética , MicroRNAs/genética , Técnicas de Diagnóstico Molecular/métodos , RNA Mensageiro/genética , Nódulo da Glândula Tireoide/genética , Nódulo da Glândula Tireoide/patologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Algoritmos , Biópsia por Agulha Fina , Estudos Transversais , DNA/análise , Feminino , Humanos , Masculino , MicroRNAs/análise , Pessoa de Meia-Idade , Período Pré-Operatório , RNA Mensageiro/análise , Sensibilidade e Especificidade , Neoplasias da Glândula Tireoide/genética , Neoplasias da Glândula Tireoide/patologia , Neoplasias da Glândula Tireoide/cirurgia , Nódulo da Glândula Tireoide/cirurgia , Adulto Jovem
10.
Arch Pathol Lab Med ; 139(4): 522-9, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25061833

RESUMO

CONTEXT: Monitoring BCR-ABL1 expression levels relative to clinically validated response criteria on the International Scale (IS) is vital in the optimal management of patients with chronic myeloid leukemia, yet significant variability remains across laboratories worldwide. OBJECTIVE: To assess method performance, interlaboratory precision, and different IS standardization modalities in representative laboratories performing routine BCR-ABL1 testing. DESIGN: Fifteen blinded test specimens with 5-level nominal BCR-ABL1 to ABL1 IS percentage ratios ranging from 5% to 0.0005% and 4-level secondary IS reference panels, the ARQ IS Calibrator Panels, were tested by relative quantitative polymerase chain reaction in 15 laboratories in 5 countries. Both raw and IS percentage ratios calculated by using local conversion factors (CFs) or analytic correction parameters (CPs) were collected and analyzed. RESULTS: A total of 670 valid positive results were generated. BCR-ABL1 detection was associated with variable ABL1 quality metric passing rates (P < .001) and reached at least 0.01% in 13 laboratories. Intralaboratory precision was within 2.5-fold for all sample levels combined with a relative mean difference greater than 5-fold across laboratories. International Scale accuracy was increased by using both the CF and CP standardization methods. Classification agreement for major molecular response status was 90% after CF conversion and 93% after CP correction, with precision improved by 3-fold for the CP method. CONCLUSIONS: Despite preanalytic and analytic differences between laboratories, conversion and correction are effective IS standardization methods. Validated secondary reference materials can facilitate global diffusion of the IS without the need to perform sample exchange and improve the accuracy and precision of BCR-ABL1 quantitative measurements, including at low levels of residual disease.


Assuntos
Proteínas de Fusão bcr-abl/genética , Testes Genéticos/métodos , Testes Genéticos/normas , Leucemia Mielogênica Crônica BCR-ABL Positiva/genética , Sistemas de Informação em Laboratório Clínico , Técnicas de Laboratório Clínico/métodos , Técnicas de Laboratório Clínico/normas , Regulação Leucêmica da Expressão Gênica , Células HL-60 , Humanos , Cooperação Internacional , Células K562 , Leucemia Mielogênica Crônica BCR-ABL Positiva/diagnóstico , Controle de Qualidade , Padrões de Referência , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
11.
Hum Pathol ; 45(7): 1339-47, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24830619

RESUMO

Molecular testing for oncogenic gene alterations provides clinically actionable information essential for the optimal management of follicular cell thyroid cancer. We aimed to establish the distribution and frequency of common oncogenic gene mutations and chromosomal rearrangements in a comprehensive set of benign and malignant thyroid lesions. A case-control study was conducted in 413 surgical cases comprising 17 distinct histopathologic categories, 244 malignant, 169 benign, and 304 double-blinded specimens. Seventeen alterations of BRAF, HRAS, KRAS, NRAS, PAX8, and RET genes were evaluated using a single validated technology platform. Following verification of analytical sensitivity, accuracy, and precision in model and surgical specimens, 152 molecular positive results were generated in lesions representing multiple stages of progression and epithelial differentiation as well as rare subtypes of primary, secondary, or recurring tumors. Single mutations were found in 58% of primary malignant lesions and 12% of benign (P < .001). In the blinded validation set, mutation distribution and frequency were distinct across variants of follicular and papillary carcinomas. BRAF or RET-PTC was detected exclusively in malignant lesions but not in follicular carcinomas (P < .001). RAS or PAX8-PPARG were present in 23% of adenomas, and NRAS was found in a single nonneoplastic lesion (P = .0014). These data substantiate the diagnostic utility of molecular testing for oncogenic mutations and validate its performance in a variety of surgical specimens. Standardized and validated multianalyte molecular panels can complement the preoperative and postoperative assessment of thyroid nodules and support a growing number of clinical and translational applications with potential diagnostic, prognostic, or theranostic utility.


Assuntos
Adenocarcinoma Folicular/genética , Adenoma/genética , Carcinoma Papilar/genética , Oncogenes/genética , Neoplasias da Glândula Tireoide/genética , Adenocarcinoma Folicular/patologia , Adenocarcinoma Folicular/cirurgia , Adenoma/patologia , Adenoma/cirurgia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma Papilar/patologia , Carcinoma Papilar/cirurgia , Estudos de Casos e Controles , Método Duplo-Cego , Feminino , Rearranjo Gênico , Humanos , Masculino , Pessoa de Meia-Idade , Mutação , Prognóstico , Glândula Tireoide/patologia , Neoplasias da Glândula Tireoide/patologia , Neoplasias da Glândula Tireoide/cirurgia , Adulto Jovem
12.
Thyroid ; 24(10): 1479-87, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24811481

RESUMO

BACKGROUND: Molecular testing for oncogenic gene mutations and chromosomal rearrangements plays a growing role in the optimal management of thyroid nodules, yet lacks standardized testing modalities and systematic validation data. Our objective was to assess the performance of molecular cytology on preoperative thyroid nodule fine-needle aspirates (FNAs) across a broad range of variables, including independent collection sites, clinical practices, and anatomic pathology interpretations. METHODS: Single-pass FNAs were prospectively collected from 806 nodules 1 cm or larger by ultrasonography at five independent sites across the United States. Specimens were shipped in a nucleic acid stabilization solution and tested at a centralized clinical laboratory. Seventeen genetic alterations (BRAF, KRAS, HRAS, and NRAS mutations, PAX8-PPARG and RET-PTC rearrangements) were evaluated by multiplex polymerase chain reaction and liquid bead array cytometry in 769 FNAs that met inclusion criteria. Cytology, histology, and clinical care followed local procedures and practices. All results were double-blinded. RESULTS: Thirty-two specimens (4.2%) failed to yield sufficient nucleic acid to generate molecular data. A single genetic alteration was detected in 80% of cytology malignant cases, 21% of indeterminate, 7.8% of nondiagnostic, and 3.5% of benign cases. Among 109 nodules with surgical histology reference standard, oncogenic mutations were present in 50% of malignant nodules missed by cytology. There were 14 cancers not identified by cytology or molecular tests, including 5 carcinomas with histologic sizes less than 1 cm (3 multifocal) and 8 noninvasive follicular variants of papillary carcinoma (4 encapsulated). No mutations were detected in 89% of the nodules benign by histopathology with 6 false-positive molecular results in 5 adenomas (2-5.5 cm) and 1 cystic nodule with an incidental papillary microcarcinoma (0.15 cm). The posttest probability of thyroid cancer was 100% for nodules positive for BRAF or RET-PTC, 70% for RAS or PAX8-PPARG, and 88% for molecular cytology overall. CONCLUSIONS: Centralized and standardized molecular testing for genetic alterations associated with a high risk of malignancy efficiently complements the local cytopathologic diagnosis of thyroid nodule aspirates in the clinical setting. Actionable molecular cytology can improve the personalized surgical and medical management of patients with thyroid cancers, facilitating one-stage total thyroidectomy and reducing the number of unnecessary diagnostic surgeries.


Assuntos
Biomarcadores Tumorais/genética , Biópsia por Agulha Fina/normas , Análise Mutacional de DNA/normas , Mutação , Oncogenes , Patologia Clínica/normas , Neoplasias da Glândula Tireoide/diagnóstico , Nódulo da Glândula Tireoide/diagnóstico , Método Duplo-Cego , Predisposição Genética para Doença , Fidelidade a Diretrizes , Humanos , Objetivos Organizacionais , Patologia Clínica/métodos , Patologia Clínica/organização & administração , Fenótipo , Guias de Prática Clínica como Assunto , Valor Preditivo dos Testes , Prognóstico , Estudos Prospectivos , Reprodutibilidade dos Testes , Neoplasias da Glândula Tireoide/genética , Neoplasias da Glândula Tireoide/patologia , Nódulo da Glândula Tireoide/genética , Nódulo da Glândula Tireoide/patologia , Carga Tumoral , Estados Unidos , Fluxo de Trabalho
13.
Clin Gastroenterol Hepatol ; 12(10): 1717-23, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24662333

RESUMO

BACKGROUND & AIMS: Endoscopic ultrasound-guided fine-needle aspiration (EUS-FNA) in combination with cytopathology is the optimal method for diagnosis and staging of pancreatic ductal adenocarcinoma (PDAC) and other pancreatic lesions. Its clinical utility, however, can be limited by high rates of indeterminate or false-negative results. We aimed to develop and validate a microRNA (miRNA)-based test to improve preoperative detection of PDAC. METHODS: Levels of miRNAs were analyzed in a centralized clinical laboratory by relative quantitative polymerase chain reaction in 95 formalin-fixed paraffin-embedded specimens and 228 samples collected by EUS-FNA during routine evaluations of patients with solid pancreatic masses at 4 institutions in the United States, 1 in Canada, and 1 in Poland. RESULTS: We developed a 5-miRNA expression classifier, consisting of MIR24, MIR130B, MIR135B, MIR148A, and MIR196, that could identify PDAC in well-characterized, formalin-fixed, paraffin-embedded specimens. Detection of PDAC in EUS-FNA samples increased from 78.8% by cytology analysis alone (95% confidence interval, 72.2%-84.5%) to 90.8% when combined with miRNA analysis (95% confidence interval, 85.6%-94.5%). The miRNA classifier correctly identified 22 additional true PDAC cases among 39 samples initially classified as benign, indeterminate, or nondiagnostic by cytology. Cytology and miRNA test results each were associated significantly with PDAC (P < .001), with positive predictive values greater than 99% (95% confidence interval, 96%-100%). CONCLUSIONS: We developed and validated a 5-miRNA classifier that can accurately predict which preoperative pancreatic EUS-FNA specimens contain PDAC. This test might aid in the diagnosis of pancreatic cancer by reducing the number of FNAs without a definitive adenocarcinoma diagnosis, thereby reducing the number of repeat EUS-FNA procedures.


Assuntos
Biópsia por Agulha Fina/métodos , Carcinoma Ductal Pancreático/diagnóstico , Técnicas Citológicas/métodos , Endossonografia/métodos , MicroRNAs/análise , Neoplasias Pancreáticas/diagnóstico , Reação em Cadeia da Polimerase em Tempo Real/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Canadá , Feminino , Humanos , Masculino , MicroRNAs/genética , Pessoa de Meia-Idade , Técnicas de Diagnóstico Molecular/métodos , Polônia , Estudos Prospectivos , Estados Unidos , Adulto Jovem
14.
Arch Pathol Lab Med ; 138(3): 371-8, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23808402

RESUMO

CONTEXT: Current clinicopathologic assessment of malignant neoplastic diseases entails the analysis of specific genetic alterations that provide diagnostic, prognostic, or therapy-determining information. OBJECTIVE: To develop and validate a robust molecular method to detect clinically relevant mutations in various tissue types and anatomic pathology specimens. DESIGN: Genes of interest were amplified by multiplex polymerase chain reaction and sequence variants identified by liquid bead array cytometry. The BRAF assay was fully characterized by using plasmids and genomic DNA extracted from cell lines, metastatic colorectal cancer formalin-fixed, paraffin-embedded (FFPE) tissues, and thyroid nodule fine-needle aspirates. RESULTS: Qualitative multiplex assays for 22 different mutations in the BRAF, HRAS, KRAS, NRAS, or EGFR genes were established. The high signal-to-noise ratio of the technology enabled reproducible detection of BRAF c.1799T>A (p.V600E) at 0.5% mutant allele in 20 ng of genomic DNA. Precision studies with multiple operators and instruments showed very high repeatability and reproducibility with 100% (98.7%-100%) qualitative agreement among 292 individual measures in 38 runs. Evaluation of 1549 representative pathologic specimens in 2 laboratories relative to independent reference methods resulted in 99.0% (97.6%-99.6%) agreement for colorectal FFPE tissues (n = 416) and 98.9% (98.2%-99.4%) for thyroid fine-needle aspiration specimens (n = 1133) with an overall diagnostic odds ratio of 10 856 (2451-48 078). CONCLUSIONS: The multiplex assay system is a sensitive and reliable method to detect BRAF c.1799T>A mutation in colorectal and thyroid lesions. This optimized technology platform is suitable for the rapid analysis of clinically actionable genetic alterations in cytologic and histologic specimens.


Assuntos
Neoplasias Colorretais/diagnóstico , Análise Mutacional de DNA/instrumentação , Mutação , Proteínas Proto-Oncogênicas B-raf/genética , Neoplasias da Glândula Tireoide/diagnóstico , Nódulo da Glândula Tireoide/diagnóstico , Neoplasias Colorretais/genética , Neoplasias Colorretais/patologia , Análise Mutacional de DNA/métodos , Humanos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Neoplasias da Glândula Tireoide/genética , Neoplasias da Glândula Tireoide/patologia , Nódulo da Glândula Tireoide/genética , Nódulo da Glândula Tireoide/patologia
15.
Clin Chem ; 59(6): 938-48, 2013 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-23471097

RESUMO

BACKGROUND: Current guidelines for managing Philadelphia-positive chronic myeloid leukemia include monitoring the expression of the BCR-ABL1 (breakpoint cluster region/c-abl oncogene 1, non-receptor tyrosine kinase) fusion gene by quantitative reverse-transcription PCR (RT-qPCR). Our goal was to establish and validate reference panels to mitigate the interlaboratory imprecision of quantitative BCR-ABL1 measurements and to facilitate global standardization on the international scale (IS). METHODS: Four-level secondary reference panels were manufactured under controlled and validated processes with synthetic Armored RNA Quant molecules (Asuragen) calibrated to reference standards from the WHO and the NIST. Performance was evaluated in IS reference laboratories and with non-IS-standardized RT-qPCR methods. RESULTS: For most methods, percent ratios for BCR-ABL1 e13a2 and e14a2 relative to ABL1 or BCR were robust at 4 different levels and linear over 3 logarithms, from 10% to 0.01% on the IS. The intraassay and interassay imprecision was <2-fold overall. Performance was stable across 3 consecutive lots, in multiple laboratories, and over a period of 18 months to date. International field trials demonstrated the commutability of the reagents and their accurate alignment to the IS within the intra- and interlaboratory imprecision of IS-standardized methods. CONCLUSIONS: The synthetic calibrator panels are robust, reproducibly manufactured, analytically calibrated to the WHO primary standards, and compatible with most BCR-ABL1 RT-qPCR assay designs. The broad availability of secondary reference reagents will further facilitate interlaboratory comparative studies and independent quality assessment programs, which are of paramount importance for worldwide standardization of BCR-ABL1 monitoring results and the optimization of current and new therapeutic approaches for chronic myeloid leukemia.


Assuntos
Genes abl , Testes Genéticos/métodos , Leucemia Mielogênica Crônica BCR-ABL Positiva/genética , Reação em Cadeia da Polimerase Via Transcriptase Reversa/normas , Índice de Gravidade de Doença , Leucemia Mielogênica Crônica BCR-ABL Positiva/diagnóstico , Leucemia Mielogênica Crônica BCR-ABL Positiva/fisiopatologia , Padrões de Referência
16.
Cancer Genet ; 205(10): 488-500, 2012 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-23026076

RESUMO

Molecular methods play a critical role in the accurate diagnosis of leukemia by complementing morphologic, cytochemical, immunophenotypic, and cytogenetic analyses. We developed a multiplex reverse transcription-polymerase chain reaction (RT-PCR) method combined with liquid bead array cytometry for the rapid detection of genetic alterations associated with leukemia. Fusion transcripts corresponding to the most common recurrent chromosomal translocations were reproducibly detected in as low as 0.1-10 ng of total RNA with an analytical sensitivity of 0.01-1%. Multiday, multilot, multioperator, and multi-instrument precision studies, for a total of 678 independent measures in 46 runs, showed a very high reproducibility with 100% agreement among replicates. Using multiplex panels for four to 20 independent targets, we demonstrate the flexibility of the method to codetect rare splicing isoforms, discriminate among multiple variants generated by unique cytogenetic abnormalities, identify distinct chromosomal partners involved with 11q23 or 17q21 rearrangements, and assess cryptic abnormalities not detectable by standard cytogenetics such as the t(12;21), del(1p32), or NPM1 mutations. Overall, three different internal control transcripts and 34 variants resulting from 18 abnormal chromosomal sites were evaluated. These results underscore the value of the multiplex assay system as a sensitive and reliable technology platform for the characterization of relevant genetic alterations in leukemia.


Assuntos
Leucemia/diagnóstico , Leucemia/genética , Reação em Cadeia da Polimerase Via Transcriptase Reversa/métodos , Linhagem Celular Tumoral , Aberrações Cromossômicas , Cromossomos/ultraestrutura , Análise Citogenética/métodos , Variação Genética , Humanos , Modelos Genéticos , Mutação , Nucleofosmina , Análise de Sequência com Séries de Oligonucleotídeos , Oligonucleotídeos/genética , Valor Preditivo dos Testes , Isoformas de Proteínas , Reprodutibilidade dos Testes , Translocação Genética
18.
BMC Genomics ; 12: 582, 2011 Nov 25.
Artigo em Inglês | MEDLINE | ID: mdl-22118513

RESUMO

BACKGROUND: We previously showed that a VLDL- and LDL-rich mix of human native lipoproteins induces a set of repressive epigenetic marks, i.e. de novo DNA methylation, histone 4 hypoacetylation and histone 4 lysine 20 (H4K20) hypermethylation in THP-1 macrophages. Here, we: 1) ask what gene expression changes accompany these epigenetic responses; 2) test the involvement of candidate factors mediating the latter. We exploited genome expression arrays to identify target genes for lipoprotein-induced silencing, in addition to RNAi and expression studies to test the involvement of candidate mediating factors. The study was conducted in human THP-1 macrophages. RESULTS: Native lipoprotein-induced de novo DNA methylation was associated with a general repression of various critical genes for macrophage function, including pro-inflammatory genes. Lipoproteins showed differential effects on epigenetic marks, as de novo DNA methylation was induced by VLDL and to a lesser extent by LDL, but not by HDL, and VLDL induced H4K20 hypermethylation, while HDL caused H4 deacetylation. The analysis of candidate factors mediating VLDL-induced DNA hypermethylation revealed that this response was: 1) surprisingly, mediated exclusively by the canonical maintenance DNA methyltransferase DNMT1, and 2) independent of the Dicer/micro-RNA pathway. CONCLUSIONS: Our work provides novel insights into epigenetic gene regulation by native lipoproteins. Furthermore, we provide an example of DNMT1 acting as a de novo DNA methyltransferase independently of canonical de novo enzymes, and show proof of principle that de novo DNA methylation can occur independently of a functional Dicer/micro-RNA pathway in mammals.


Assuntos
Metilação de DNA , Inativação Gênica , Lipoproteínas/metabolismo , Macrófagos/metabolismo , Linhagem Celular , Epigênese Genética , Regulação da Expressão Gênica , Histonas/genética , Histonas/metabolismo , Humanos , Inflamação/genética , MicroRNAs/genética , MicroRNAs/metabolismo , Regiões Promotoras Genéticas , Processamento de Proteína Pós-Traducional , Proteômica
19.
J Clin Pathol ; 64(1): 30-6, 2011 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-21030527

RESUMO

BACKGROUND: Colorectal cancer patients harbouring KRAS mutations in codon 12 or 13 do not benefit from current anti-epidermal growth factor receptor (EGFR) monoclonal antibody therapies. Efficient and robust methods are therefore required for routine clinical testing of KRAS mutation status. AIMS: To evaluate a novel multiplex assay for the rapid detection of common KRAS mutations in formalin-fixed paraffin-embedded (FFPE) tissues. METHODS: Genomic DNA was amplified by multiplex PCR using primers targeting the KRAS codon 12/13 region and an internal control gene. PCR products were hybridised on a liquid bead array containing target-specific probes and detected by particle flow cytometry. RESULTS: Analytical performance assessed with plasmid DNA and genomic DNA extracted from cell lines or model FFPE cell line dilutions showed specific detection of seven distinct KRAS mutations with a limit of detection equivalent to 1% tumour. The assay was evaluated at two independent sites with a total of 140 clinical specimens. At site 1, about 45% of the specimens from a set of 86 archived FFPE blocks with unknown KRAS mutation status were found positive for a KRAS mutation. At site 2, each of the seven mutations was detected in at least five independent specimens from a selected set of 54 residual genomic DNAs previously tested with an ARMS/Scorpion laboratory-developed test. CONCLUSIONS: This novel single-well assay is a sensitive tool compatible with the clinical laboratory workflow for the rapid assessment of KRAS mutations in solid tumour specimens. Its performance and multiplex format warrant the development of broader panels including other relevant mutations in the EGFR pathway.


Assuntos
Neoplasias Colorretais/genética , Mutação , Proteínas Proto-Oncogênicas/genética , Proteínas ras/genética , Códon/genética , Análise Mutacional de DNA/métodos , DNA de Neoplasias/genética , Humanos , Inclusão em Parafina , Reação em Cadeia da Polimerase/métodos , Proteínas Proto-Oncogênicas p21(ras) , Sensibilidade e Especificidade , Células Tumorais Cultivadas
20.
J Mol Diagn ; 12(5): 629-35, 2010 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-20616361

RESUMO

Determination of NPM1 mutation status has become essential for the molecular classification of acute myeloid leukemias (AML). Methods with high clinical sensitivity and specificity adapted to the molecular laboratory workflow are required for the diagnosis, prognosis, and monitoring of AML with normal karyotype. We report here the development and evaluation of a novel, streamlined, RNA-based assay for the rapid multiplex detection of common NPM1 mutations in a 96-well assay format. Using synthetic transcripts and total RNA from leukemic cell lines, we show that the assay can specifically detect NPM1 wild-type and mutants A, B, D, or J transcripts in the same reaction. Dilution experiments indicate an assay dynamic range >4 log units with an analytical sensitivity of approximately 0.01%. Evaluation of 69 clinical specimens at initial diagnosis resulted in 100% agreement with reference methods. Of patients with AML with normal karyotype, 53% carried one of four different mutations. The assay was also combined with other laboratory-developed tests to simultaneously detect NPM1 mutant transcripts and fusion transcripts resulting from t(8;21) or inv(16) in a single reaction well. Overall, these results show that the assay is a versatile and specific tool for the screening of NPM1 mutations in patients with AML. Its high analytical sensitivity further suggests potential utility for the monitoring of residual disease in AML with normal karyotype.


Assuntos
Mutação , Proteínas Nucleares/genética , Linhagem Celular Tumoral , Humanos , Leucemia Mieloide Aguda/genética , Nucleofosmina
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