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1.
JAMA ; 309(14): 1493-501, 2013 Apr 10.
Artigo em Inglês | MEDLINE | ID: mdl-23571588

RESUMO

IMPORTANCE: BRAF V600E is a prominent oncogene in papillary thyroid cancer (PTC), but its role in PTC-related patient mortality has not been established. OBJECTIVE: To investigate the relationship between BRAF V600E mutation and PTC-related mortality. DESIGN, SETTING, AND PARTICIPANTS: Retrospective study of 1849 patients (1411 women and 438 men) with a median age of 46 years (interquartile range, 34-58 years) and an overall median follow-up time of 33 months (interquartile range, 13-67 months) after initial treatment at 13 centers in 7 countries between 1978 and 2011. MAIN OUTCOMES AND MEASURES: Patient deaths specifically caused by PTC. RESULTS: Overall, mortality was 5.3% (45/845; 95% CI, 3.9%-7.1%) vs 1.1% (11/1004; 95% CI, 0.5%-2.0%) (P < .001) in BRAF V600E-positive vs mutation-negative patients. Deaths per 1000 person-years in the analysis of all PTC were 12.87 (95% CI, 9.61-17.24) vs 2.52 (95% CI, 1.40-4.55) in BRAF V600E-positive vs mutation-negative patients; the hazard ratio (HR) was 2.66 (95% CI, 1.30-5.43) after adjustment for age at diagnosis, sex, and medical center. Deaths per 1000 person-years in the analysis of the conventional variant of PTC were 11.80 (95% CI, 8.39-16.60) vs 2.25 (95% CI, 1.01-5.00) in BRAF V600E-positive vs mutation-negative patients; the adjusted HR was 3.53 (95% CI, 1.25-9.98). When lymph node metastasis, extrathyroidal invasion, and distant metastasis were also included in the model, the association of BRAF V600E with mortality for all PTC was no longer significant (HR, 1.21; 95% CI, 0.53-2.76). A higher BRAF V600E-associated patient mortality was also observed in several clinicopathological subcategories, but statistical significance was lost with adjustment for patient age, sex, and medical center. For example, in patients with lymph node metastasis, the deaths per 1000 person-years were 26.26 (95% CI, 19.18-35.94) vs 5.93 (95% CI, 2.96-11.86) in BRAF V600E-positive vs mutation-negative patients (unadjusted HR, 4.43 [95% CI, 2.06-9.51]; adjusted HR, 1.46 [95% CI, 0.62-3.47]). In patients with distant tumor metastasis, deaths per 1000 person-years were 87.72 (95% CI, 62.68-122.77) vs 32.28 (95% CI, 16.14-64.55) in BRAF V600E-positive vs mutation-negative patients (unadjusted HR, 2.63 [95% CI, 1.21-5.72]; adjusted HR, 0.84 [95% CI, 0.27-2.62]). CONCLUSIONS AND RELEVANCE: In this retrospective multicenter study, the presence of the BRAF V600E mutation was significantly associated with increased cancer-related mortality among patients with PTC. Because overall mortality in PTC is low and the association was not independent of tumor features, how to use BRAF V600E to manage mortality risk in patients with PTC is unclear. These findings support further investigation of the prognostic and therapeutic implications of BRAF V600E status in PTC.


Assuntos
Carcinoma/genética , Carcinoma/mortalidade , Análise Mutacional de DNA , Proteínas Proto-Oncogênicas B-raf/genética , Neoplasias da Glândula Tireoide/genética , Neoplasias da Glândula Tireoide/mortalidade , Adulto , Idoso , Carcinoma/patologia , Carcinoma Papilar , Feminino , Humanos , Metástase Linfática , Masculino , Pessoa de Meia-Idade , Mutação , Invasividade Neoplásica , Estudos Retrospectivos , Risco , Câncer Papilífero da Tireoide , Neoplasias da Glândula Tireoide/patologia
2.
NPJ Breast Cancer ; 8(1): 129, 2022 Dec 06.
Artigo em Inglês | MEDLINE | ID: mdl-36473870

RESUMO

Breast cancer is the most common malignant disease worldwide, with over 2.26 million new cases in 2020. Its diagnosis is determined by a histological review of breast biopsy specimens, which can be labor-intensive, subjective, and error-prone. Artificial Intelligence (AI)-based tools can support cancer detection and classification in breast biopsies ensuring rapid, accurate, and objective diagnosis. We present here the development, external clinical validation, and deployment in routine use of an AI-based quality control solution for breast biopsy review. The underlying AI algorithm is trained to identify 51 different types of clinical and morphological features, and it achieves very high accuracy in a large, multi-site validation study. Specifically, the area under the receiver operating characteristic curves (AUC) for the detection of invasive carcinoma and of ductal carcinoma in situ (DCIS) are 0.99 (specificity and sensitivity of 93.57 and 95.51%, respectively) and 0.98 (specificity and sensitivity of 93.79 and 93.20% respectively), respectively. The AI algorithm differentiates well between subtypes of invasive and different grades of in situ carcinomas with an AUC of 0.97 for invasive ductal carcinoma (IDC) vs. invasive lobular carcinoma (ILC) and AUC of 0.92 for DCIS high grade vs. low grade/atypical ductal hyperplasia, respectively, as well as accurately identifies stromal tumor-infiltrating lymphocytes (TILs) with an AUC of 0.965. Deployment of this AI solution as a real-time quality control solution in clinical routine leads to the identification of cancers initially missed by the reviewing pathologist, demonstrating both clinical utility and accuracy in real-world clinical application.

3.
Arch Pathol Lab Med ; 146(1): 117-122, 2022 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-33861314

RESUMO

CONTEXT.­: Pathology studies using convolutional neural networks (CNNs) have focused on neoplasms, while studies in inflammatory pathology are rare. We previously demonstrated a CNN that differentiates reactive gastropathy, Helicobacter pylori gastritis (HPG), and normal gastric mucosa. OBJECTIVE.­: To determine whether a CNN can differentiate the following 2 gastric inflammatory patterns: autoimmune gastritis (AG) and HPG. DESIGN.­: Gold standard diagnoses were blindly established by 2 gastrointestinal (GI) pathologists. One hundred eighty-seven cases were scanned for analysis by HALO-AI. All levels and tissue fragments per slide were included for analysis. The cases were randomized, 112 (60%; 60 HPG, 52 AG) in the training set and 75 (40%; 40 HPG, 35 AG) in the test set. A HALO-AI correct area distribution (AD) cutoff of 50% or more was required to credit the CNN with the correct diagnosis. The test set was blindly reviewed by pathologists with different levels of GI pathology expertise as follows: 2 GI pathologists, 2 general surgical pathologists, and 2 residents. Each pathologist rendered their preferred diagnosis, HPG or AG. RESULTS.­: At the HALO-AI AD percentage cutoff of 50% or more, the CNN results were 100% concordant with the gold standard diagnoses. On average, autoimmune gastritis cases had 84.7% HALO-AI autoimmune gastritis AD and HP cases had 87.3% HALO-AI HP AD. The GI pathologists, general anatomic pathologists, and residents were on average, 100%, 86%, and 57% concordant with the gold standard diagnoses, respectively. CONCLUSIONS.­: A CNN can distinguish between cases of HPG and autoimmune gastritis with accuracy equal to GI pathologists.


Assuntos
Aprendizado Profundo , Gastrite , Helicobacter pylori , Mucosa Gástrica , Gastrite/diagnóstico , Humanos , Redes Neurais de Computação , Patologistas
4.
J Proteome Res ; 10(8): 3429-38, 2011 Aug 05.
Artigo em Inglês | MEDLINE | ID: mdl-21574648

RESUMO

Human biospecimens are subject to a number of different collection, processing, and storage factors that can significantly alter their molecular composition and consistency. These biospecimen preanalytical factors, in turn, influence experimental outcomes and the ability to reproduce scientific results. Currently, the extent and type of information specific to the biospecimen preanalytical conditions reported in scientific publications and regulatory submissions varies widely. To improve the quality of research utilizing human tissues, it is critical that information regarding the handling of biospecimens be reported in a thorough, accurate, and standardized manner. The Biospecimen Reporting for Improved Study Quality (BRISQ) recommendations outlined herein are intended to apply to any study in which human biospecimens are used. The purpose of reporting these details is to supply others, from researchers to regulators, with more consistent and standardized information to better evaluate, interpret, compare, and reproduce the experimental results. The BRISQ guidelines are proposed as an important and timely resource tool to strengthen communication and publications around biospecimen-related research and help reassure patient contributors and the advocacy community that the contributions are valued and respected.


Assuntos
Pesquisa/normas , Manejo de Espécimes , Humanos , Controle de Qualidade
5.
Acta Cytol ; 55(6): 518-25, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-22156460

RESUMO

OBJECTIVE: To determine if focal 'nuclear atypia' or 'microfollicular architecture' portends a higher risk of malignancy than other subcategories of atypia of undetermined significance (AUS) in thyroid fine-needle aspirations (FNAs). STUDY DESIGN: The frequencies of The Bethesda System for Reporting Thyroid Cytopathology (TBSRTC) categories were calculated from 3,956 thyroid FNAs interpreted over a 26-month period at The Johns Hopkins Hospital after adoption of TBSRTC. TBSRTC criteria were applied strictly. The risk of malignancy, specifically for AUS subcategories, was analyzed by cyto-histo correlation. RESULTS: Of the 133 cases diagnosed as AUS, 32% were found to have stageable carcinoma (not incidental microcarcinoma) on resection. When the subset of AUS with 'nuclear atypia' (AUS-N) was separated from other AUS cases, 48% (30/62) of them had stageable carcinoma on resection; of the AUS subset with 'microfollicular architecture' (AUS-F), 27% (8/30) were malignant on resection. The 'suspicious for papillary thyroid carcinoma' (SPTC) group maintained a higher risk of malignancy versus AUS-N (relative risk, RR 1.57; 95% CI 1.23-1.81). CONCLUSION: The subcategory of 'nuclear atypia' within AUS indicates a higher risk of malignancy than other subcategories of AUS but has a lower risk of malignancy than SPTC does. Thus, it is an important distinction with potential clinical implications.


Assuntos
Biópsia por Agulha Fina , Carcinoma/diagnóstico , Carcinoma/patologia , Transformação Celular Neoplásica/patologia , Glândula Tireoide/patologia , Nódulo da Glândula Tireoide/diagnóstico , Nódulo da Glândula Tireoide/patologia , Adulto , Idoso , Carcinoma/classificação , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Guias de Prática Clínica como Assunto , Prognóstico , Estudos Retrospectivos , Risco , Terminologia como Assunto , Nódulo da Glândula Tireoide/classificação
6.
Clin Orthop Relat Res ; 468(11): 3103-11, 2010 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-20383617

RESUMO

BACKGROUND/RATIONALE: Image-guided needle biopsies are commonly used to diagnose musculoskeletal tumors, but nondiagnostic (ND) results can delay diagnosis and treatment. It is important to understand which factors or diagnoses predispose to a ND result so that appropriate patient education or a possible change in the clinical plan can be made. Currently it is unclear which factors or specific lesions are more likely to lead to a ND result after image-guided needle biopsy. QUESTIONS/PURPOSES: We therefore identified specific factors and diagnoses most likely to yield ND results. We also asked whether an image-guided needle biopsy of bone and soft tissue lesions is an accurate and clinically useful tool. METHODS: We retrospectively reviewed data from a prospectively collected database for a case-control study of 508 image-guided needle biopsies of patients with suspected musculoskeletal tumors between 2003 and 2008. RESULTS: The interpretations of 453 of the 508 (89%) needle biopsies were accurate and clinically useful. Forty-five biopsies (9%) were ND and 10 (2%) were incorrect (IC). Bone lesions had a higher ND rate than soft tissue lesions (13% vs. 4%). The specific diagnosis with the highest ND rate was histiocytosis. Elbow and forearm locations had higher ND rates than average. Malignant tumors had a higher IC rate than benign tumors (5% vs. 0%); fibromyxoid sarcoma and rare subtypes of osteosarcoma had higher IC rates than other diagnoses. Repeat needle or open biopsies were performed in 71 (14%) patients. Bone lesions were more likely than soft tissue lesions to require repeat biopsies (18% vs. 9%). CONCLUSIONS: A high rate of accuracy and clinical usefulness is possible with image-guided needle biopsies of musculoskeletal lesions. We believe these biopsies appropriate in selected circumstances but a key factor for appropriate use is an experienced musculoskeletal tumor team with frequent communication to correlate clinical, radiographic, and histologic information for each patient.


Assuntos
Biópsia por Agulha Fina/métodos , Neoplasias Ósseas/patologia , Neoplasias Musculares/patologia , Radiografia Intervencionista , Tomografia Computadorizada por Raios X , Ultrassonografia de Intervenção , Idoso , Neoplasias Ósseas/diagnóstico por imagem , Competência Clínica , Diagnóstico Tardio/prevenção & controle , Erros de Diagnóstico/prevenção & controle , Feminino , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Neoplasias Musculares/diagnóstico por imagem , Razão de Chances , Equipe de Assistência ao Paciente , Valor Preditivo dos Testes , Estudos Retrospectivos , Medição de Risco , Fatores de Risco
7.
J Pathol Inform ; 11: 32, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33343993

RESUMO

BACKGROUND: Determining the site of origin for metastatic well-differentiated neuroendocrine tumors (WDNETs) is challenging, and immunohistochemical (IHC) profiles do not always lead to a definitive diagnosis. We sought to determine if a deep-learning convolutional neural network (CNN) could improve upon established IHC profiles in predicting the site of origin in a cohort of WDNETs from the common primary sites. MATERIALS AND METHODS: Hematoxylin and eosin (H&E)-stained tissue microarrays (TMAs) were created using 215 WDNETs arising from the known primary sites. A CNN trained and tested on 60% (n = 130) and 40% (n = 85) of these cases, respectively. One hundred and seventy-nine cases had TMA tissue remaining for the IHC analysis. These cases were stained with IHC markers pPAX8, CDX2, SATB2, and thyroid transcription factor-1 (markers of pancreas/duodenum, ileum/jejunum/duodenum, colorectum/appendix, and lung WDNET sites of origin, respectively). The CNN diagnosis was deemed correct if it designated a majority or plurality of the tumor area as the known site of origin. The IHC diagnosis was deemed correct if the most specific marker for a particular site of origin met an H-score threshold determined by two pathologists. RESULTS: When all cases were considered, the CNN correctly identified the site of origin at a lower rate compared to IHC (72% vs. 82%, respectively). Of the 85 cases in the CNN test set, 66 had sufficient TMA material for IHC stains, thus 66 cases were available for a direct case-by-case comparison of IHC versus CNN. The CNN correctly identified 70% of these cases, while IHC correctly identified 76%, a finding that was not statistically significant (P = 0.56). CONCLUSION: A CNN can identify WDNET site of origin at an accuracy rate close to the current gold standard IHC methods.

8.
Arch Pathol Lab Med ; 144(3): 370-378, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31246112

RESUMO

CONTEXT.­: Most deep learning (DL) studies have focused on neoplastic pathology, with the realm of inflammatory pathology remaining largely untouched. OBJECTIVE.­: To investigate the use of DL for nonneoplastic gastric biopsies. DESIGN.­: Gold standard diagnoses were blindly established by 2 gastrointestinal pathologists. For phase 1, 300 classic cases (100 normal, 100 Helicobacter pylori, 100 reactive gastropathy) that best displayed the desired pathology were scanned and annotated for DL analysis. A total of 70% of the cases for each group were selected for the training set, and 30% were included in the test set. The software assigned colored labels to the test biopsies, which corresponded to the area of the tissue assigned a diagnosis by the DL algorithm, termed area distribution (AD). For Phase 2, an additional 106 consecutive nonclassical gastric biopsies from our archives were tested in the same fashion. RESULTS.­: For Phase 1, receiver operating curves showed near perfect agreement with the gold standard diagnoses at an AD percentage cutoff of 50% for normal (area under the curve [AUC] = 99.7%) and H pylori (AUC = 100%), and 40% for reactive gastropathy (AUC = 99.9%). Sensitivity/specificity pairings were as follows: normal (96.7%, 86.7%), H pylori (100%, 98.3%), and reactive gastropathy (96.7%, 96.7%). For phase 2, receiver operating curves were slightly less discriminatory, with optimal AD cutoffs reduced to 40% across diagnostic groups. The AUCs were 91.9% for normal, 100% for H pylori, and 94.0% for reactive gastropathy. Sensitivity/specificity parings were as follows: normal (73.7%, 79.6%), H pylori (95.7%, 100%), reactive gastropathy (100%, 62.5%). CONCLUSIONS.­: A convolutional neural network can serve as an effective screening tool/diagnostic aid for H pylori gastritis.


Assuntos
Aprendizado Profundo , Gastrite/diagnóstico , Infecções por Helicobacter/diagnóstico , Redes Neurais de Computação , Gastropatias/patologia , Estômago/patologia , Biópsia/métodos , Diagnóstico por Computador/métodos , Gastrite/microbiologia , Infecções por Helicobacter/microbiologia , Helicobacter pylori/fisiologia , Humanos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Estômago/microbiologia , Gastropatias/diagnóstico , Gastropatias/microbiologia
9.
Clin Cancer Res ; 14(11): 3327-37, 2008 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-18519760

RESUMO

PURPOSE: Although fine-needle aspiration biopsy is the most useful diagnostic tool in evaluating a thyroid nodule, preoperative diagnosis of thyroid nodules is frequently imprecise, with up to 30% of fine-needle aspiration biopsy cytology samples reported as "suspicious" or "indeterminate." Therefore, other adjuncts, such as molecular-based diagnostic approaches are needed in the preoperative distinction of these lesions. EXPERIMENTAL DESIGN: In an attempt to identify diagnostic markers for the preoperative distinction of these lesions, we chose to study by microarray analysis the eight different thyroid tumor subtypes that can present a diagnostic challenge to the clinician. RESULTS: Our microarray-based analysis of 94 thyroid tumors identified 75 genes that are differentially expressed between benign and malignant tumor subtypes. Of these, 33 were overexpressed and 42 were underexpressed in malignant compared with benign thyroid tumors. Statistical analysis of these genes, using nearest-neighbor classification, showed a 73% sensitivity and 82% specificity in predicting malignancy. Real-time reverse transcription-PCR validation for 12 of these genes was confirmatory. Western blot and immunohistochemical analyses of one of the genes, high mobility group AT-hook 2, further validated the microarray and real-time reverse transcription-PCR data. CONCLUSIONS: Our results suggest that these 12 genes could be useful in the development of a panel of markers to differentiate benign from malignant tumors and thus serve as an important first step in solving the clinical problem associated with suspicious thyroid lesions.


Assuntos
Biomarcadores Tumorais/genética , Análise de Sequência com Séries de Oligonucleotídeos , Doenças da Glândula Tireoide/genética , Neoplasias da Glândula Tireoide/genética , Biópsia por Agulha Fina , Western Blotting , Perfilação da Expressão Gênica , Humanos , Imuno-Histoquímica , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Sensibilidade e Especificidade , Doenças da Glândula Tireoide/diagnóstico , Neoplasias da Glândula Tireoide/diagnóstico , Análise Serial de Tecidos
10.
Hum Pathol ; 39(3): 420-6, 2008 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-18261626

RESUMO

We report the successful validation of a combined gene expression profiling and tissue microarray approach to papillary thyroid carcinoma (PTC) biomarker identification. Our ultimate goal is the identification of protein biomarkers that can be effectively used in immunocytochemical assays applied to thyroid fine needle aspiration biopsy (FNAB) samples. To that end, we designed our approach to prioritize molecules that were minimally expressed in normal thyroid and highly expressed in PTC. We first generated gene expression profiles from 11 normal thyroid tissue samples and 9 samples of classic PTC. The results were segregated to rank most highly those molecules not expressed in normal thyroid and up-regulated at least 6-fold in PTC. From this list, we chose 2 molecules (P-cadherin and Bax) for immunohistochemical analysis for which commercial antibodies were available. These were compared with 2 other molecules that have been previously studied in thyroid cancer (cytokeratin-19 and galectin-3). For immunohistochemistry, a tissue microarray was generated that contained the following tissues: classic PTC (n = 20), follicular variant of PTC (n = 9), normal thyroid (n = 19), Hashimoto thyroiditis (n = 11), follicular adenoma (n = 15), and follicular carcinoma (n = 14). Immunohistochemical staining was scored and compared with the gene expression profiling. As anticipated, cytokeratin-19 and galectin-3 were highly expressed in PTC and less expressed in other tissues. Bax and P-cadherin were also expressed in PTC, but to a lower level than cytokeratin-19 and galectin-3; however, Bax and P-cadherin demonstrated virtually no staining of normal thyroid, unlike cytokeratin-19 and galectin-3. These results validate our approach for PTC biomarker discovery and identify several candidate biomarkers for further development.


Assuntos
Biomarcadores Tumorais/análise , Carcinoma Papilar/diagnóstico , Perfilação da Expressão Gênica , Neoplasias da Glândula Tireoide/diagnóstico , Biópsia por Agulha Fina , Carcinoma Papilar/genética , Expressão Gênica , Humanos , Imuno-Histoquímica , Neoplasias da Glândula Tireoide/genética , Análise Serial de Tecidos , Regulação para Cima
11.
Cancer Res ; 66(4): 2385-90, 2006 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-16489045

RESUMO

Factors predicting sensitivity to epidermal growth factor receptor (EGFR) blockade are largely unknown and new strategies are being sought to individualize cancer therapy. This study evaluated the variation in the expression of the early response gene c-fos as a distal effect of EGFR inhibition and its relationship to antitumor effects. The growth-inhibitory and c-fos-modulating effects of gefitinib and erlotinib in human cancer cell lines (A431, CAL27, HN11, HuCCT1, and Hep2) were determined. Next, these cell lines were xenografted in mice and treated for 14 days with gefitinib (A431 and HuCCT1) or erlotinib (CAL27, HN11, and Hep2). Fine needle aspiration biopsy of tumors was done at baseline and after 14 days of therapy for c-fos assessment. In addition, we tested the feasibility of analyzing this marker in five paired tumor samples from a clinical trial of gefitinib in patients with solid tumors. In culture, gefitinib and erlotinib decreased c-fos mRNA levels in the susceptible cell lines A431, CAL27, and HN11; however, both drugs failed to achieve c-fos inhibition in resistant cells. Gefitinib or erlotinib abrogated the increase in c-fos expression in vivo in EGFR-sensitive A431, CAL27, and HN11 tumors but not in resistant strains. Ex vivo evaluation was feasible and predicted in vivo effects. The feasibility study in paired human tumor biopsies showed that this biomarker can be reliably measured in clinical materials. In summary, variations in c-fos expression reflect the pharmacologic actions of EGFR inhibitors in in vitro and in vivo models.


Assuntos
Biomarcadores Tumorais/análise , Receptores ErbB/antagonistas & inibidores , Genes fos/efeitos dos fármacos , Inibidores de Proteínas Quinases/farmacologia , Proteínas Proto-Oncogênicas c-fos/genética , RNA Mensageiro/análise , Animais , Biomarcadores Tumorais/biossíntese , Biomarcadores Tumorais/genética , Processos de Crescimento Celular/efeitos dos fármacos , Processos de Crescimento Celular/genética , Linhagem Celular Tumoral , Fator de Crescimento Epidérmico/farmacologia , Cloridrato de Erlotinib , Feminino , Gefitinibe , Humanos , Camundongos , Camundongos Nus , Neoplasias/tratamento farmacológico , Neoplasias/genética , Proteínas Proto-Oncogênicas c-fos/biossíntese , Quinazolinas/farmacologia , RNA Mensageiro/biossíntese , RNA Mensageiro/genética , Ensaios Antitumorais Modelo de Xenoenxerto
12.
Cancer Cytopathol ; 126 Suppl 8: 584-589, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-30156778

RESUMO

Ancillary studies are rapidly becoming an integral and necessary aspect of cytologic analysis. In addition to morphologic features, cytologic specimens contain an enormous amount of information content within their molecules that should be tapped to add value to these samples. Fortunately, a large number of existing and emerging technologies exist to provide access to this information. Adoption of these technologies will require continued attention to fundamental aspects of specimen procurement, handling, and processing to ensure testing accuracy. Successful implementation of ancillary studies will depend on rigorous validation of assays and the development of evidence-based guidelines for their use in patients. Cytopathologists must embrace the role of ancillary test stewardship to ensure the future clinical use of cytologic specimens.


Assuntos
Biomarcadores/análise , Citodiagnóstico/métodos , Medicina Baseada em Evidências , Neoplasias/diagnóstico , Humanos , Neoplasias/metabolismo
13.
Cancer Cytopathol ; 126(1): 11-19, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-29131530

RESUMO

The recent emergence of immune checkpoint inhibitors for cancer therapy has created much excitement among cancer patients, drug and diagnostic developers, and health care professionals. This is due largely to the dramatic and sustained responses among some advanced cancers that were previously refractory to therapy. Unfortunately, these responses are difficult to predict, so the goal of the right drug for the right patient at the right time remains elusive. This is in part due to the complexity of the tumor immune microenvironment and its role in drug efficacy. The application of biomarkers to pathologic specimens to predict responses to therapy remains one of the key roles for pathologists in precision medicine. For the new immune checkpoint inhibitors, the emerging class of biomarkers revolves around the immunohistochemical detection of the drug target (or its ligand), programmed cell death ligand 1, on tumor cells or associated immune cells. The diagnostic terrain is already complex because of the involvement of different technology platforms, antibody clones, scoring systems, and indications for their use. The application of these biomarkers to cytologic specimens is critical because the current drug indications are for advanced-stage cancers that are often sampled by minimally invasive cytologic means rather than surgical resection. This review summarizes the current state of biomarkers for immune checkpoint inhibitors with an emphasis on the opportunities for and threats to cytologic samples. Cancer Cytopathol 2018;126:11-9. © 2017 American Cancer Society.


Assuntos
Antígeno B7-H1/antagonistas & inibidores , Biomarcadores Tumorais/análise , Neoplasias/tratamento farmacológico , Receptor de Morte Celular Programada 1/antagonistas & inibidores , Anticorpos Monoclonais/uso terapêutico , Anticorpos Monoclonais Humanizados/uso terapêutico , Antígeno B7-H1/análise , Citodiagnóstico , Resistencia a Medicamentos Antineoplásicos , Humanos , Neoplasias/patologia
14.
Cancer Genet Cytogenet ; 178(2): 128-34, 2007 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-17954268

RESUMO

At least 15 different translocations have been described activating RET in papillary thyroid carcinomas. A break-apart fluorescence in situ hybridization (FISH) assay should detect many translocations involving the RET gene without requiring knowledge of the partner gene. G-banding and spectral karyotyping was performed to further characterize the papillary carcinoma cell line TPC-1. BAC clones flanking the 5' and 3' regions of RET were labeled with SpectrumRed and biotin detected with avidin-AMCA (blue). In addition to the previously described chromosomal t(1;10;21), TPC-1 was found to have del(7)(q22q31) and der(8)t(8;8)(p21;q11.2). With the BAC probes, TPC-1 interphase nuclei showed the expected signal pattern of one paired red-blue signal as well as separated red and blue signals from the rearranged RET gene in 93% of cells. Interphase nuclei from normal human lymphocytes showed two paired red-blue signals in 97% of cells. TPC-1 cells were found to have the previously described chromosomal rearrangement that involves chromosome 10, with few other cytogenetically detectable genomic alterations. RET rearrangement can be detected by a break-apart BAC FISH probe set in the interphase nuclei of TPC-1 cells. This assay can potentially detect clinically relevant translocations involving RET.


Assuntos
Carcinoma Papilar/genética , Cromossomos Humanos Par 10 , Proteínas Proto-Oncogênicas c-ret/genética , Neoplasias da Glândula Tireoide/genética , Translocação Genética/genética , Linhagem Celular Tumoral , Bandeamento Cromossômico , Mapeamento Cromossômico , Humanos , Hibridização in Situ Fluorescente , Cariotipagem , Reação em Cadeia da Polimerase Via Transcriptase Reversa
15.
Diagn Cytopathol ; 35(8): 498-502, 2007 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-17636483

RESUMO

We tested whether methylation profiles generated by real-time methylation-specific PCR (MSP) can be useful in differentiating benign, reactive mesothelial cell proliferation (RM) from malignant mesothelioma (MM). Forty-two of the 63 cases (67%) yielded informative results for RARbeta2, GPC3, CDKN2A (p16), TERT, and CCND2 (cyclinD2) gene methylation. DNA methylation of any gene was observed in much higher frequency in MM cases than RM cases (63% vs. 33%, P < 0.05). Individual gene methylation was higher in the MM than the RM cases for most of the genes; however, this was not statistically significant (RARbeta2: 58% vs. 33%, P > 0.05; GPC3: 36% vs. 27%, P > 0.05; CDKN2A: 4% vs. 0%; TERT: 4% vs. 0%), while CCND2 methylation was not detected in any case. Although preliminary, we demonstrate that real-time MSP can be applied to archival specimens and gene methylation profiling may have potential to be a useful ancillary tool to help distinguish MM from RM.


Assuntos
Metilação de DNA , Epitélio/patologia , Mesotelioma/diagnóstico , Mesotelioma/genética , Reação em Cadeia da Polimerase Via Transcriptase Reversa/métodos , DNA de Neoplasias/genética , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Projetos Piloto
16.
Am J Obstet Gynecol ; 195(4): 965-70, 2006 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-16626609

RESUMO

OBJECTIVE: The objective of the study was to validate a low-cost, liquid-based method for cervical cancer screening. STUDY DESIGN: We conducted a retrospective, split-sample comparison of 300 liquid-based cervical cytology samples from a group of 150 human immunodeficiency virus-seropositive women and 150 women from low-risk general gynecology clinics whose specimens were screened via standard liquid-based methodology as part of routine care. Residual samples from each specimen were used to prepare a slide using a novel, inexpensive manual membrane method of liquid-based cytology. These slides were screened by a cytotechnologist and abnormal cases were reviewed by a pathologist. Final diagnoses from the manual membrane method of liquid-based cytology slides were compared with the original diagnoses and available cervical biopsy data. RESULTS: There was good overall agreement between the manual membrane method of liquid-based cytology and original cytology diagnoses (76.3% agreement; kappa = 0.52, 95% confidence interval 0.44 to 0.59). Using available biopsy data to determine the accuracy of each method to identify high-grade squamous intraepithelial lesions, the manual membrane method of liquid-based cytology method was found to have a higher sensitivity (71.4% versus 57.1%) and lower specificity (82.1% versus 89.7%). The slightly higher referral rate to colposcopy using the manual membrane method of liquid-based cytology method was limited to women from the low-risk general gynecology clinics (16.7% versus 12.0%, P = .05). CONCLUSION: The low-cost manual membrane method of liquid-based cytology cervical cytology method is comparable with a standard commercial method. Consequently, it may be of value in alternative screening strategies in resource-limited settings.


Assuntos
Citodiagnóstico/métodos , Displasia do Colo do Útero/diagnóstico , Neoplasias do Colo do Útero/diagnóstico , Citodiagnóstico/economia , Feminino , Soropositividade para HIV , Custos de Cuidados de Saúde , Humanos , Estudos Retrospectivos , Sensibilidade e Especificidade , Esfregaço Vaginal
17.
Clin Cancer Res ; 11(18): 6544-9, 2005 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-16166431

RESUMO

PURPOSE: Anal intraepithelial neoplasia is associated with human papillomavirus infection and may progress to invasive squamous cell carcinoma (SCC), which is increasing in immunocompromised patients. We hypothesize that anal intraepithelial neoplasia is associated with abnormal DNA methylation and that detection of these events may be used to improve screening programs. EXPERIMENTAL DESIGN: Seventy-six patients were identified who underwent anal cytology screening and subsequent biopsy at our institution between 1999 and 2004. The specimens from these patients included 184 anal biopsies [normal, n = 57; low-grade squamous intraepithelial lesion (LSIL), n = 74; high-grade squamous intraepithelial lesion (HSIL), n = 41; and invasive SCC, n = 12] and 37 residual liquid-based anal cytology specimens (normal, n = 11; LSIL, n = 12; HSIL, n = 14). The methylation status of the following genes was determined for each biopsy and cytology sample using real-time methylation-specific PCR: HIC1, RASSF1, RARB, CDKN2A, p14, TP73, APC, MLH1, MGMT, DAPK1, and IGSF4. RESULTS: Methylation-specific PCR analysis of biopsy samples revealed that DNA methylation was more common in SCC and HSIL than LSIL and normal mucosa. Specifically, methylation of IGSF4 and DAPK1 was prevalent in SCC (75% and 75% of cases, respectively) and HSIL (59% and 71%, respectively) but was absent in LSIL and normal biopsy samples. Methylation profiles of cytologic samples were similar to those found in the biopsy samples. CONCLUSIONS: Aberrant DNA methylation is a frequent event in anal HSIL and SCC. Methylation of IGSF4 and DAPK1 is specific for HSIL and SCC, and may serve as a useful molecular biomarker.


Assuntos
Canal Anal/patologia , Neoplasias do Ânus/patologia , Carcinoma de Células Escamosas/patologia , Metilação de DNA , Proteínas Adaptadoras de Transdução de Sinal , Proteína da Polipose Adenomatosa do Colo/genética , Adulto , Canal Anal/metabolismo , Neoplasias do Ânus/genética , Biópsia , Carcinoma de Células Escamosas/genética , Proteínas de Transporte , Molécula 1 de Adesão Celular , Moléculas de Adesão Celular , Inibidor p16 de Quinase Dependente de Ciclina/genética , Proteínas de Ligação a DNA/genética , Humanos , Imunoglobulinas/genética , Fatores de Transcrição Kruppel-Like , Proteínas de Membrana/genética , Proteína 1 Homóloga a MutL , Invasividade Neoplásica , Proteínas de Neoplasias/genética , Proteínas Nucleares/genética , O(6)-Metilguanina-DNA Metiltransferase/genética , Reação em Cadeia da Polimerase/métodos , Proteínas Serina-Treonina Quinases/genética , Receptores do Ácido Retinoico/genética , Fatores de Transcrição/genética , Proteína Supressora de Tumor p14ARF/genética , Proteínas Supressoras de Tumor/genética
18.
Acta Cytol ; 50(5): 499-506, 2006.
Artigo em Inglês | MEDLINE | ID: mdl-17017434

RESUMO

OBJECTIVE: To test DNA methylation profiling in detection of urothelial carcinoma in urine. STUDY DESIGN: Thirty-three bladder specimens were analyzed for the DNA p16INK4a, RASSF1, APC, GSTP, E-Cad and CyclinD2 genes to determine if there is a difference in gene methylation between benign and malignant cases. Urine samples were analyzed in a feasibility study. Finally, methylation profiles of urine samples were obtained and compared with follow-up biopsy diagnoses. RESULTS: We found methylated genes in 18% benign, 37% urothelial carcinoma in situ and 93% infiltrating urothelial carcinoma cases (p = 0.001). Methylation profiles from the 18 urine samples revealed a significantly higher prevalence of methylated genes in carcinoma cases than benign cases (100% vs. 50%, p = 0.025). We analyzed methylation profiles in 37 cytologically atypical urine samples with malignant or benign diagnosis on surgical follow-up andfound that only APC (55% in malignant vs. 0% in benign, p=0.025) and CyclinD2 were differentially methylated (35% in malignant vs. 0% in benign, p=0.2) while p14ARF, p16INK4a, RASSF1, GSTP and E-Cad had similar methylation profiles. CONCLUSION: These results suggest that methylation of p14ARF, p16INK4a, RASSF1, GSTP and E-Cad genes may not accurately identify carcinoma, but methylated APC and CyclinD2 might be useful biomarkers for urothelial carcinoma in urine.


Assuntos
Carcinoma/diagnóstico , Carcinoma/genética , Impressões Digitais de DNA/métodos , Metilação de DNA , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/genética , Urotélio/patologia , Idoso , Ciclossomo-Complexo Promotor de Anáfase , Caderinas/genética , Caderinas/metabolismo , Carcinoma/urina , Ciclina D2 , Inibidor p16 de Quinase Dependente de Ciclina/genética , Inibidor p16 de Quinase Dependente de Ciclina/metabolismo , Ciclinas/genética , Ciclinas/metabolismo , DNA/genética , DNA/urina , Impressões Digitais de DNA/tendências , Erros de Diagnóstico/prevenção & controle , Reações Falso-Negativas , Estudos de Viabilidade , Marcadores Genéticos/genética , Humanos , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Reprodutibilidade dos Testes , Proteína Supressora de Tumor p14ARF/genética , Proteína Supressora de Tumor p14ARF/metabolismo , Proteínas Supressoras de Tumor/genética , Proteínas Supressoras de Tumor/metabolismo , Complexos Ubiquitina-Proteína Ligase/genética , Complexos Ubiquitina-Proteína Ligase/metabolismo , Neoplasias da Bexiga Urinária/urina , Urotélio/metabolismo
19.
Clin Cancer Res ; 10(8): 2761-5, 2004 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-15102681

RESUMO

BACKGROUND: Fine needle aspiration (FNA) is routinely used in the preoperative evaluation of thyroid nodules, but subsequent patient management is often complicated by the inability to decisively recognize malignancy on cytologic grounds alone. Activating mutations of the BRAF oncogene commonly occur in papillary thyroid carcinomas (PTCs) but not in other types of benign and malignant thyroid lesions. Mutational analysis of FNAs could enhance selection of thyroid nodules for surgical removal. METHODS: Ninety-five excised PTCs along with 49 corresponding FNAs were evaluated for BRAF mutations by a newly developed assay that uses a novel primer extension method (MutectorR assay) and by direct sequencing. An additional 42 FNAs from thyroid nodules that were excised based on a suspicion of malignancy were also evaluated. RESULTS: BRAF mutations were identified in 36 of the 95 (38%) excised PTCs. By histological subtype, BRAF mutations were more common in conventional PTCs than in the follicular variant (67% versus 12%; P < 0.0001; chi(2)). Analysis of the preoperative FNAs accurately reflected BRAF status of the resected PTC in 46 of the 49 paired samples (94% concordance). In FNA samples grouped according to the preoperative cytologic findings (malignant, n = 25; benign, n = 11; and indeterminate, n = 55), a BRAF mutation confirmed the diagnosis of PTC in 72% of carcinomas within the malignant group, and it established the diagnosis of PTC in 16% of carcinomas within the indeterminate group. BRAF mutations were not detected in FNAs from 32 benign thyroid lesions. Direct sequencing and the MutectorR assay yielded completely concordant results. CONCLUSIONS: BRAF mutations are common in conventional PTCs, and they are specific for PTC. A BRAF mutation can be reliably detected in cells aspirated from a thyroid nodule suggesting a role for this marker in the preoperative evaluation of thyroid nodules.


Assuntos
Carcinoma Papilar, Variante Folicular/genética , Análise Mutacional de DNA , Proteínas Proto-Oncogênicas B-raf/genética , Neoplasias da Glândula Tireoide/diagnóstico , Neoplasias da Glândula Tireoide/genética , Biópsia por Agulha Fina , DNA/metabolismo , Humanos , Mutação , Reação em Cadeia da Polimerase , Análise de Sequência de DNA , Glândula Tireoide/patologia , Neoplasias da Glândula Tireoide/patologia
20.
Clin Cancer Res ; 10(17): 5762-8, 2004 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-15355904

RESUMO

PURPOSE: Patients with a preoperative cytologic diagnosis of a suspicious thyroid nodule present a therapeutic dilemma because surgery differs for benign and malignant lesions. To address this issue, several molecular markers, including human telomerase reverse transcriptase (TERT), have been tested as markers of thyroid cancer. Because most studies select cases falling into well-defined categories to test new markers, they may overestimate their discriminatory power when applied to samples that are difficult to classify. Fine-needle aspirates (FNAs) of the thyroid with indeterminate cytology are an example of such cases. EXPERIMENTAL DESIGN: We examined whether assessing TERT mRNA by reverse transcription-PCR could have improved the surgical management in a cohort of 100 patients undergoing thyroidectomy for indeterminate FNA results. RESULTS: Ninety percent of 48 cancers were TERT positive, as were 35% of 52 benign lesions. When 10 cases with concomitant lymphocytic thyroiditis were excluded, the overall sensitivity of TERT was 91% (95% confidence interval, 80-98%) and specificity was 79% (64-90%). No clinical or tumor variable contributed to the predictive ability of TERT except for tumor size, which added only marginally. Basing the surgical approach on the TERT assay alone would have reduced lobectomies performed for malignant disease from 11 to 4 cases and reduced total thyroidectomies for benign lesions from to 15 to 9, an overall 50% reduction in suboptimal treatment. CONCLUSIONS: The overall performance of preoperative differential diagnosis for thyroid tumors with indeterminate FNA results can be substantially improved by the inclusion of molecular markers such as TERT.


Assuntos
Biomarcadores Tumorais/análise , Expressão Gênica , Telomerase/genética , Neoplasias da Glândula Tireoide/cirurgia , Adenocarcinoma Folicular/diagnóstico , Adenocarcinoma Folicular/enzimologia , Adenocarcinoma Folicular/cirurgia , Adolescente , Adulto , Idoso , Biópsia por Agulha Fina , Carcinoma Papilar/diagnóstico , Carcinoma Papilar/enzimologia , Carcinoma Papilar/cirurgia , Criança , Estudos de Coortes , Proteínas de Ligação a DNA , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , RNA Mensageiro/genética , RNA Neoplásico/genética , Estudos Retrospectivos , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Sensibilidade e Especificidade , Neoplasias da Glândula Tireoide/diagnóstico , Neoplasias da Glândula Tireoide/enzimologia , Nódulo da Glândula Tireoide/enzimologia , Nódulo da Glândula Tireoide/patologia , Nódulo da Glândula Tireoide/cirurgia , Tireoidectomia , Tireoidite/enzimologia , Tireoidite/patologia , Tireoidite/cirurgia
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