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1.
NPJ Breast Cancer ; 8(1): 129, 2022 Dec 06.
Article in English | MEDLINE | ID: mdl-36473870

ABSTRACT

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.

2.
Arch Pathol Lab Med ; 146(1): 117-122, 2022 01 01.
Article in English | MEDLINE | ID: mdl-33861314

ABSTRACT

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.


Subject(s)
Deep Learning , Gastritis , Helicobacter pylori , Gastric Mucosa , Gastritis/diagnosis , Humans , Neural Networks, Computer , Pathologists
3.
J Pathol Inform ; 11: 32, 2020.
Article in English | MEDLINE | ID: mdl-33343993

ABSTRACT

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.

4.
Arch Pathol Lab Med ; 144(3): 370-378, 2020 03.
Article in English | MEDLINE | ID: mdl-31246112

ABSTRACT

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.


Subject(s)
Deep Learning , Gastritis/diagnosis , Helicobacter Infections/diagnosis , Neural Networks, Computer , Stomach Diseases/pathology , Stomach/pathology , Biopsy/methods , Diagnosis, Computer-Assisted/methods , Gastritis/microbiology , Helicobacter Infections/microbiology , Helicobacter pylori/physiology , Humans , Reproducibility of Results , Sensitivity and Specificity , Stomach/microbiology , Stomach Diseases/diagnosis , Stomach Diseases/microbiology
5.
Cancer Cytopathol ; 126 Suppl 8: 584-589, 2018 08.
Article in English | MEDLINE | ID: mdl-30156778

ABSTRACT

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.


Subject(s)
Biomarkers/analysis , Cytodiagnosis/methods , Evidence-Based Medicine , Neoplasms/diagnosis , Humans , Neoplasms/metabolism
6.
Cancer Cytopathol ; 126(1): 11-19, 2018 01.
Article in English | MEDLINE | ID: mdl-29131530

ABSTRACT

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.


Subject(s)
B7-H1 Antigen/antagonists & inhibitors , Biomarkers, Tumor/analysis , Neoplasms/drug therapy , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Antibodies, Monoclonal/therapeutic use , Antibodies, Monoclonal, Humanized/therapeutic use , B7-H1 Antigen/analysis , Cytodiagnosis , Drug Resistance, Neoplasm , Humans , Neoplasms/pathology
7.
Oncol Rep ; 34(5): 2319-24, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26324075

ABSTRACT

Multikinase inhibitors (MKIs) targeting VEGF receptors and other receptor tyrosine kinases have shown considerable activity in clinical trials of thyroid cancer. Thyroid cancer frequently exhibits activation of the RAS/RAF/MEK/ERK pathway. In other types of cancer, paradoxical ERK activation has emerged as a potential resistance mechanism to RAF-inhibiting drugs including MKIs such as sorafenib and pazopanib. We therefore queried whether the MEK inhibitor trametinib, could augment the activity of pazopanib in thyroid cancer cell lines. Trametinib potently inhibited growth in vitro (GI50 1.1-4.8 nM), whereas pazopanib had more limited in vitro activity, as anticipated (GI50 1.4-7.1 µM). We observed progressive upregulation of ERK activity with pazopanib treatment, an effect abrogated by trametinib. For xenografts (bearing either KRASG12R or BRAFV600E mutations), the combination of trametinib and pazopanib led to sustained shrinkage in tumor volume by 50% or more, compared to pre-treatment baseline. Trametinib also was highly effective as a single agent, compared to pazopanib alone. These preclinical findings support the evaluation of trametinib, alone or in combination with pazopanib or other kinase inhibitors, in thyroid cancer clinical trials. We highlight the importance of pharmacodynamic assessment of the ERK pathway for patients enrolled in trials involving MKIs.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/pharmacology , Thyroid Neoplasms/drug therapy , Animals , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Cell Line, Tumor , Cell Proliferation/drug effects , Extracellular Signal-Regulated MAP Kinases/metabolism , Female , Humans , Indazoles , MAP Kinase Signaling System , Mice, Nude , Pyridones/administration & dosage , Pyrimidines/administration & dosage , Pyrimidinones/administration & dosage , Sulfonamides/administration & dosage , Thyroid Neoplasms/pathology , Tumor Burden/drug effects , Xenograft Model Antitumor Assays
8.
JAMA ; 309(14): 1493-501, 2013 Apr 10.
Article in English | MEDLINE | ID: mdl-23571588

ABSTRACT

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.


Subject(s)
Carcinoma/genetics , Carcinoma/mortality , DNA Mutational Analysis , Proto-Oncogene Proteins B-raf/genetics , Thyroid Neoplasms/genetics , Thyroid Neoplasms/mortality , Adult , Aged , Carcinoma/pathology , Carcinoma, Papillary , Female , Humans , Lymphatic Metastasis , Male , Middle Aged , Mutation , Neoplasm Invasiveness , Retrospective Studies , Risk , Thyroid Cancer, Papillary , Thyroid Neoplasms/pathology
9.
Am J Clin Pathol ; 138(2): 223-9, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22904133

ABSTRACT

The use of human papillomavirus DNA testing plus Papanicolaou (Pap) testing (cotesting) for cervical cancer screening in women 30 years and older has been recommended since 2006. However, few studies have detailed the adoption of such cotesting in clinical practice. We examined the trends in monthly percentage of Pap tests ordered as cotests in our laboratory over a 2.5-year period and used joinpoint regression to identify periods in which there was a change in the average monthly proportion of cotests. Cotesting of patients 30 years and older increased from 15.9% in January 2008 to 39.4% in June 2010. In patients aged 18 to 29 years, cotesting initially increased, but showed a downward trend in the last 14 months of the study, ending at 7.7% in June 2010. Our study highlights increased adoption of age-appropriate cotesting as well as the persistence of age-inappropriate cotesting.


Subject(s)
Early Detection of Cancer/statistics & numerical data , Mass Screening/methods , Papanicolaou Test , Practice Patterns, Physicians'/statistics & numerical data , Tumor Virus Infections/prevention & control , Uterine Cervical Neoplasms/prevention & control , Vaginal Smears/statistics & numerical data , Adolescent , Adult , Aged , Aged, 80 and over , Cervix Uteri/virology , Female , Humans , Maryland , Mass Screening/statistics & numerical data , Middle Aged , Papillomaviridae , Tumor Virus Infections/diagnosis , Tumor Virus Infections/virology , Uterine Cervical Neoplasms/diagnosis , Uterine Cervical Neoplasms/virology , Young Adult
10.
Thyroid ; 22(3): 275-84, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22280184

ABSTRACT

BACKGROUND: The preoperative diagnosis of thyroid nodules primarily depends upon fine needle aspiration (FNA) cytology. However, up to 25% of FNA samples have associated "suspicious or indeterminate", but not diagnostic cytologic reports, resulting in difficulty deciding appropriate clinical management for these patients. We hypothesize that the use of molecular markers as an adjunct to FNA cytology can improve the distinction of benign from malignant nodules that have associated suspicious or indeterminate cytology. METHODS: Using microarray analysis, we previously identified and reported on 75 genes useful in the distinction of benign versus malignant thyroid nodules. In the present study, we have further validated the expression of 14 of these markers in a large number of thyroid samples by immunohistochemistry (IHC) analysis of 154 thyroid tumors and quantitative real-time RT-PCR (QRT-PCR) analysis of 95 FNA samples. Of the 154 tumors analyzed by IHC, 44 samples (29%) had associated suspicious or indeterminate FNA cytology. RESULTS: Receiver operating characteristic using three-gene model, (HMGA2, MRC2, and SFN) analysis for the detection of malignant nodules resulted in areas under the curve (AUCs) of≥0.95 (80% sensitivity; 100% specificity) and≥0.84 (71% sensitivity; 84% specificity) for the IHC data in tumors, and QRT-PCR data in FNA samples, respectively. CONCLUSIONS: Our results suggest that a three-gene model for the cytological diagnosis of indeterminate thyroid nodules is both feasible and promising. Implementation of this as an adjunct to thyroid cytology may significantly impact the clinical management of patients with suspicious or indeterminate thyroid FNA nodules.


Subject(s)
14-3-3 Proteins/genetics , Biomarkers, Tumor/genetics , Exonucleases/genetics , HMGA2 Protein/genetics , Mannose-Binding Lectins/genetics , Membrane Glycoproteins/genetics , Receptors, Cell Surface/genetics , Thyroid Neoplasms , Thyroid Nodule , Biopsy, Fine-Needle , Case-Control Studies , Exoribonucleases , Genetic Markers , Humans , Immunohistochemistry , Microarray Analysis , Molecular Diagnostic Techniques , Predictive Value of Tests , Real-Time Polymerase Chain Reaction , Sensitivity and Specificity , Thyroid Neoplasms/diagnosis , Thyroid Neoplasms/genetics , Thyroid Neoplasms/pathology , Thyroid Nodule/diagnosis , Thyroid Nodule/genetics , Thyroid Nodule/pathology
11.
PLoS One ; 7(12): e52760, 2012.
Article in English | MEDLINE | ID: mdl-23285177

ABSTRACT

AIMS: This proof-of-concept study was designed to determine if functional, pharmacodynamic profiles relevant to targeted therapy could be derived from live human melanoma samples using a novel automated platform. METHODS: A series of 13 melanoma cell lines was briefly exposed to a BRAF inhibitor (PLX-4720) on a platform employing automated fluidics for sample processing. Levels of the phosphoprotein p-ERK in the mitogen-activated protein kinase (MAPK) pathway from treated and untreated sample aliquots were determined using a bead-based immunoassay. Comparison of these levels provided a determination of the pharmacodynamic effect of the drug on the MAPK pathway. A similar ex vivo analysis was performed on fine needle aspiration (FNA) biopsy samples from four murine xenograft models of metastatic melanoma, as well as 12 FNA samples from patients with metastatic melanoma. RESULTS: Melanoma cell lines with known sensitivity to BRAF inhibitors displayed marked suppression of the MAPK pathway in this system, while most BRAF inhibitor-resistant cell lines showed intact MAPK pathway activity despite exposure to a BRAF inhibitor (PLX-4720). FNA samples from melanoma xenografts showed comparable ex vivo MAPK activity as their respective cell lines in this system. FNA samples from patients with metastatic melanoma successfully yielded three categories of functional profiles including: MAPK pathway suppression; MAPK pathway reactivation; MAPK pathway stimulation. These profiles correlated with the anticipated MAPK activity, based on the known BRAF mutation status, as well as observed clinical responses to BRAF inhibitor therapy. CONCLUSION: Pharmacodynamic information regarding the ex vivo effect of BRAF inhibitors on the MAPK pathway in live human melanoma samples can be reproducibly determined using a novel automated platform. Such information may be useful in preclinical and clinical drug development, as well as predicting response to targeted therapy in individual patients.


Subject(s)
Antineoplastic Agents/pharmacology , Indoles/pharmacology , MAP Kinase Signaling System/drug effects , Melanoma/metabolism , Mitogen-Activated Protein Kinases/metabolism , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Sulfonamides/pharmacology , Animals , Antineoplastic Agents/pharmacokinetics , Automation, Laboratory , Cell Line, Tumor , Drug Screening Assays, Antitumor , Female , Humans , Indoles/pharmacokinetics , Inhibitory Concentration 50 , Melanoma/drug therapy , Melanoma/pathology , Mice , Mitogen-Activated Protein Kinases/antagonists & inhibitors , Molecular Targeted Therapy , Sulfonamides/pharmacokinetics , Xenograft Model Antitumor Assays
12.
Cancer Cytopathol ; 120(3): 185-95, 2012 Jun 25.
Article in English | MEDLINE | ID: mdl-22144401

ABSTRACT

BACKGROUND: Cell block (CB) preparation during the endobronchial ultrasound-guided transbronchial fine-needle aspiration (EBUS-TBNA) procedure plays an important role in the diagnosis of lung cancer and recovery of cellular material for molecular characterization of the tumor. However, the efficiency of the conventional method of CB preparation is suboptimal. METHODS: In the current study, the "tissue coagulum clot" cell block (TCC-CB) method was used to prepare the CBs and its efficiency was compared with that of the conventional saline rinse cell block (NR-CB) method. A total of 84 consecutive TCC-CBs (106 lymph nodes [LNs] and 14 lung lesions) and 28 consecutive cases of NR-CB (39 LNs and 3 lung lesions) obtained within the same time period were included in the current study. RESULTS: In the TCC-CB specimens, 94 of 106 LN cases (88.7%) yielded sufficient diagnostic material, as did 11 of 14 lung lesions (78.6%). In the NR-CB group, which was used as the control, 22 of 39 LN specimens (56.4%) and none of 3 lung specimens (0%) were found to provide sufficient diagnostic material. Although the average size of the LNs in the study group were not significantly different from those in the control group (1.76 cm vs 1.82 cm; P > .05), the overall nondiagnostic rates in the TCC-CB and NR-CB groups were 11.2% and 43.6%, respectively (P < .001). The nondiagnostic rates of the lung specimens were 15.4% in the TCC-CB group and 100% in the NR-CB group (P < .05). In addition, immunohistochemistry studies and epidermal growth factor receptor (EGFR)/KRAS mutational analyses were performed in 26 and 14 TCC-CB cases, respectively. With the exception of 1 case, all of them had satisfactory results. CONCLUSIONS: The data from the current study demonstrate that the TCC-CB method significantly increases the cellular yield of CB preparations without compromising cytomorphological characterization of tumor cells.


Subject(s)
Biopsy, Fine-Needle/methods , Bronchoscopy/methods , Endosonography/methods , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/pathology , Lymph Nodes/pathology , Adult , Aged , Aged, 80 and over , Chi-Square Distribution , Cohort Studies , Cytodiagnosis/methods , Female , Humans , Immunohistochemistry , Male , Middle Aged , Neoplasm Invasiveness/pathology , Neoplasm Staging , Sensitivity and Specificity , Specimen Handling , Tissue Fixation/methods
13.
Acta Cytol ; 55(6): 518-25, 2011.
Article in English | MEDLINE | ID: mdl-22156460

ABSTRACT

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.


Subject(s)
Biopsy, Fine-Needle , Carcinoma/diagnosis , Carcinoma/pathology , Cell Transformation, Neoplastic/pathology , Thyroid Gland/pathology , Thyroid Nodule/diagnosis , Thyroid Nodule/pathology , Adult , Aged , Carcinoma/classification , Female , Humans , Male , Middle Aged , Neoplasm Staging , Practice Guidelines as Topic , Prognosis , Retrospective Studies , Risk , Terminology as Topic , Thyroid Nodule/classification
14.
Biopreserv Biobank ; 9(1): 57-70, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21826252

ABSTRACT

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 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 Biospecimen Reporting for Improved Study Quality 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.

15.
Cancer Prev Res (Phila) ; 4(9): 1378-84, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21836021

ABSTRACT

Human papillomavirus (HPV) is responsible for the rising incidence of oropharyngeal squamous cell cancers (OSCC) in the United States, and yet, no screening strategies have been evaluated. Secondary prevention by means of HPV detection and cervical cytology has led to a decline in cervical cancer incidence in the United States. Here, we explored an analogous strategy by evaluating associations between HPV16 infection, cytopathology, and histopathology in two populations at elevated risk for OSCCs. In the first, a cross-sectional study population (PAP1), cytology specimens were collected by means of brush biopsy from patients presenting with oropharyngeal abnormalities. In the second (PAP2), a nested case-control study, bilateral tonsillar cytology samples were collected at 12-month intervals from HIV-infected individuals. The presence of cytopathologic abnormality in HPV16-positive tonsil brush biopsies (cases) was compared with HPV16-negative samples (controls) matched on age and gender. HPV16 was detected in samples by consensus primer PCR and/or type-specific PCR. Univariate logistic regression was used to evaluate associations. In PAP1, HPV16 alone (OR: 6.1, 95% CI: 1.6-22.7) or in combination with abnormal cytology (OR: 20, 95% CI: 4.2-95.4) was associated with OSCC. In PAP2, 4.7% (72 of 1,524) of tonsillar cytology specimens from HIV-infected individuals without oropharyngeal abnormalities were HPV16 positive. Tonsillar HPV16 infection was not associated with atypical squamous cells of unknown significance (ASCUS), the only cytologic abnormality identified. Therefore, HPV16 was associated with OSCCs among individuals with accessible oropharyngeal lesions but not with cytologic evidence of dysplasia among high-risk individuals without such lesions. An oropharyngeal Pap-test equivalent may not be feasible, likely due to limitations in sampling the relevant tonsillar crypt epithelium.


Subject(s)
Cytodiagnosis/methods , Cytological Techniques , Human papillomavirus 16/metabolism , Oropharyngeal Neoplasms/virology , Papillomavirus Infections/virology , Vaginal Smears/methods , Adult , Aged , Aged, 80 and over , Case-Control Studies , Female , Humans , Male , Middle Aged , Oropharyngeal Neoplasms/metabolism , Palatine Tonsil/pathology , Pancreatitis-Associated Proteins , Papillomavirus Infections/metabolism , Risk
16.
Obstet Gynecol ; 118(2 Pt 1): 289-295, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21775844

ABSTRACT

OBJECTIVE: To estimate time trends of actual provider use of human papillomavirus (HPV) testing in cervical cancer screening by using laboratory and administrative data from the Johns Hopkins Hospital Division of Cytopathology in Baltimore, Maryland. METHODS: In this ecologic trend study, we analyzed 178,510 Pap specimen records and 12,221 HPV tests among 85,048 patients from 2001 to 2007. Monthly frequencies and proportions of HPV reflex testing and HPV cotesting with Pap (stratified by patient ages 30 and older and 18-29 years) were calculated. Time trends of monthly HPV testing proportions were analyzed using joinpoint regression methods. RESULTS: From April 2002, when the American Society for Colposcopy and Cervical Pathology added HPV reflex testing to its guidelines, to December 2007, the monthly the proportion of reflex testing was 95.8%. From February 2004, when the society added HPV cotesting with Pap among women aged 30 years or older to its guidelines, to December 2007, the overall proportion HPV cotesting with Pap among patients aged 30 years or older was 7.8% (compared with 4.9% among patients 18-29 years [P<.01]). The highest proportion of HPV cotesting among women aged 30 years or older, 15%, was observed in September 2006, and the trend later plateaued around 13%. The monthly proportions of HPV reflex testing and cotesting with Pap changed significantly over time. CONCLUSION: These data reveal that a small percentage of women aged 30 years or older received HPV cotesting with Pap, thus identifying a significant opportunity for providers to improve patient care in cervical cancer prevention. LEVEL OF EVIDENCE: III.


Subject(s)
Papillomaviridae , Papillomavirus Infections/diagnosis , Uterine Cervical Neoplasms/diagnosis , Vaginal Smears , Academic Medical Centers , Adult , Female , Humans , Middle Aged , Uterine Cervical Neoplasms/virology , Vaginal Smears/statistics & numerical data , Young Adult
17.
J Proteome Res ; 10(8): 3429-38, 2011 Aug 05.
Article in English | MEDLINE | ID: mdl-21574648

ABSTRACT

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.


Subject(s)
Research/standards , Specimen Handling , Humans , Quality Control
18.
Cancer Cytopathol ; 119(2): 92-101, 2011 Apr 25.
Article in English | MEDLINE | ID: mdl-21433001

ABSTRACT

Human biospecimens are subjected to collection, processing, and storage 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 that uses human tissues, it is crucial that information on 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 on biospecimen-related research and to help reassure patient contributors and the advocacy community that their contributions are valued and respected.


Subject(s)
Biological Specimen Banks/standards , Specimen Handling/standards , Biomedical Research/standards , Humans , Quality Control , Reference Standards
19.
Cancer Cytopathol ; 118(6): 441-9, 2010 Dec 25.
Article in English | MEDLINE | ID: mdl-20830690

ABSTRACT

BACKGROUND: New developments in the treatment of lung cancer have necessitated the further histologic and cytologic subtyping of nonsmall cell lung carcinomas. Thyroid transcription factor-1 (TTF-1) long has served as the predominant marker for demonstrating lung origin. However, it is also expressed in a variety of other tumors, particularly neuroendocrine neoplasms and, to a much lesser degree, squamous cell carcinoma of the lung. Napsin-A, which is expressed in lung tissue, is a relatively new marker for lung adenocarcinoma. In this study, the authors examined the utility of napsin-A compared with TTF-1 in cytologic specimens of primary and metastatic, poorly differentiated lung adenocarcinomas. METHODS: The archives of the Department of Pathology at The Johns Hopkins Hospital were searched for cytologic cases of poorly differentiated lung adenocarcinoma that were histologically confirmed. In total, 75 patients (cases) along with 95 controls were included, each of whom had adequate cell block material for TTF-1 and napsin-A staining. Tissue microarrays of lung adenocarcinoma also were examined. RESULTS: TTF-1 and napsin-A were detected in 61 of 75 cases (81.3%) and in 49 of 75 cases (65.3%), respectively. The sensitivity and specificity of TTF-1 were 81% each; and napsin-A had a greater specificity of 96%, and sensitivity of 65%. Napsin-A was not detected in small cell carcinomas or in other carcinomas of nonlung origin except for renal cell carcinoma. CONCLUSIONS: Although TTF-1 had a higher sensitivity, napsin-A was useful as a surrogate marker when encountering a poorly differentiated lung adenocarcinoma or an unknown primary tumor, particularly in cytologic specimens and difficult cases. The current results indicate that the dual use of both markers may be necessary to improve diagnostic accuracy.


Subject(s)
Adenocarcinoma/diagnosis , Aspartic Acid Endopeptidases/analysis , Biomarkers, Tumor/analysis , Lung Neoplasms/diagnosis , Nuclear Proteins/analysis , Transcription Factors/analysis , Adenocarcinoma/chemistry , Adenocarcinoma/pathology , Adult , Aged , Aged, 80 and over , Cell Differentiation , Female , Humans , Immunohistochemistry , Lung Neoplasms/chemistry , Lung Neoplasms/pathology , Male , Middle Aged , Neoplasm Metastasis , Sensitivity and Specificity , Thyroid Nuclear Factor 1
20.
Cancer Cytopathol ; 118(5): 278-86, 2010 Oct 25.
Article in English | MEDLINE | ID: mdl-20740503

ABSTRACT

BACKGROUND: Conventional endoscopic transbronchial needle aspiration (TBNA) is a common procedure used to obtain samples for diagnosing and staging lung lesions. Recently, endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) has been developed and increasingly used by clinicians. Clinical data suggest that EBUS-TBNA has higher sensitivity and specificity than conventional TBNA in staging lung cancers. In this study, the authors have investigated the cytological features and compared the diagnostic yield of these procedures in lung cancer patients. METHODS: A computer search of the cytopathology archives at The Johns Hopkins Hospital revealed 188 EBUS-TBNA cases (308 lymph nodes; 47 lung lesions) and 74 TBNA cases (106 lymph nodes; 44 lung lesions) over a 28-month period. All cytological material was correlated with available corresponding surgical material. RESULTS: The most frequently sampled lymph nodes were stations 4R and 7 in both TBNA and EBUS-TBNA; in addition, the EBUS-TBNA showed a wide range of lymph node sampling. EBUS-TBNA had a significantly lower nondiagnostic rate (8.7%) compared with TBNA (28.3%, P < .05) in staging lung cancers. In lymph node sampling, the sensitivity and specificity were 54.5% and 100% in the TBNA group and 85.2% and 100% in the EBUS-TBNA group. In lung specimens, the nondiagnostic rates of TBNA and EBUS-TBNA were 6.8% and 4.3%, respectively (P > .05), and the sensitivity and specificity were 78.9% and 100% in the TBNA group; and 89.5% and 100% in the EBUS-TBNA group. CONCLUSIONS: Findings indicated that EBUS-FNA cytology is an optimal modality for diagnosing and staging in lung cancer patients, in comparison to conventional TBNA.


Subject(s)
Diagnostic Techniques, Respiratory System , Lung Neoplasms/pathology , Lung/pathology , Lymph Nodes/pathology , Adolescent , Adult , Aged , Aged, 80 and over , Biopsy, Fine-Needle , Cytodiagnosis/instrumentation , Cytodiagnosis/methods , Endosonography , Female , Humans , Male , Middle Aged , Neoplasm Staging , Reproducibility of Results , Sensitivity and Specificity , Young Adult
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