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1.
Cancer Med ; 10(20): 7040-7047, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34532991

RESUMO

BACKGROUND: Abnormal uterine bleeding requires the investigation of the endometrium. Histology is typically used but there remains room for the improvement and use of cytology. METHODS: Women presenting for clinically indicated office endometrial biopsy were prospectively enrolled. Tao endometrial brushing and office endometrial biopsy were performed, and surgical procedure if clinically indicated. Tao brush cytology specimens were blindly reviewed by up to three pathologists, consensus obtained, and scored as: benign, atypical (favor benign), suspicious, positive for malignancy, or non-diagnostic. Cytology and histology were compared to surgical pathology to determine sensitivity, specificity, positive, and negative predictive values to detect AH (atypical hyperplasia) or EC (endometrial cancer). RESULTS: Clinical indications of 197 enrolled patients included postmenopausal bleeding (90, 45.7%), abnormal uterine bleeding (94, 47.7%), and abnormal endometrium on ultrasound without bleeding (13, 6.6%). Of the 197 patients, 185 (93.9%) had cytology score consensus and a total of 196 (99.5%) had consensus regarding cytology positivity. Surgical pathology diagnoses (N = 85) were 13 (15.3%) FIGO grade 1 or 2 EC, 3 (3.5%) AH, and 69 (81.2%) benign endometrium. Sensitivity and specificity to detect EC or AH were 93.7% and 100%, respectively, via endometrial biopsy; 87.5% and 63.8%, respectively, via endometrial cytology when scores of malignancy, suspicious, or atypical were considered positive. CONCLUSIONS: In a high-risk population, Tao brush endometrial cytology showed high sensitivity to detect AH and EC comparable to biopsy histology when considering scores of malignancy, suspicious, atypical, and non-diagnostic. Revisiting the potential value of endometrial cytology in the contemporary era of endometrial diagnostic workup is warranted.


Assuntos
Neoplasias do Endométrio/patologia , Endométrio/patologia , Hemorragia Uterina/etiologia , Idoso , Biópsia/instrumentação , Biópsia/métodos , Citodiagnóstico/instrumentação , Citodiagnóstico/métodos , Neoplasias do Endométrio/complicações , Endométrio/diagnóstico por imagem , Feminino , Humanos , Hiperplasia/patologia , Pessoa de Meia-Idade , Pós-Menopausa , Valor Preditivo dos Testes , Estudos Prospectivos , Sensibilidade e Especificidade , Ultrassonografia
2.
Gynecol Oncol ; 162(1): 128-133, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-33958213

RESUMO

OBJECTIVE: Emerging technologies may enable detection of endometrial cancer with methods that are less invasive than standard biopsy methods. This study compares patient pain scores among 3 office gynecologic tract sampling methods and explores their potential determinants. METHODS: A prospective study including 3 sampling methods (tampon, Tao brush (TB), endometrial biopsy (EB)) was conducted between December 2015 and August 2017 and included women ≥45 years of age presenting with abnormal uterine bleeding, postmenopausal bleeding, or thickened endometrial stripe. Patients rated pain after each sampling procedure using a 100-point visual analog scale (VAS). RESULTS: Of 428 enrolled, 190 (44.39%) patients underwent all 3 sampling methods and reported a VAS score for each. Nearly half were postmenopausal (n = 93, 48.9%); the majority were parous (172, 90.5%) of which 87.8% had at least one vaginal delivery. Among the 190 patients, the median (IQR) pain score was significantly lower for sampling via tampon (0 [0,2]) compared to TB (28 [12, 52]) or EB (32 [15, 60]) (both p < 0.001, Wilcoxon signed rank test). Among women who underwent tampon sampling, age and pain scores showed a weak positive correlation (Spearman rank correlation, r = 0.14; p = 0.006); EB sampling was associated with a weak inverse correlation between parity and pain scores (r = -0.14; p = 0.016). CONCLUSION: Gynecologic tract sampling using a tampon had significantly lower pain than both EB and TB. Pain with tampon sampling was positively correlated with age and pain with EB sampling was inversely correlated with parity. Pain scores for TB and EB were not significantly related to age, menopausal status, or BMI.


Assuntos
Biópsia/instrumentação , Citodiagnóstico/instrumentação , Neoplasias do Endométrio/diagnóstico , Endométrio/citologia , Produtos de Higiene Menstrual , Dor Processual/diagnóstico , Biópsia/efeitos adversos , Biópsia/métodos , Citodiagnóstico/efeitos adversos , Citodiagnóstico/métodos , Neoplasias do Endométrio/patologia , Endométrio/patologia , Feminino , Humanos , Pessoa de Meia-Idade , Dor Processual/prevenção & controle , Estudos Prospectivos
3.
Cancer Cytopathol ; 128(12): 948-961, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32897627

RESUMO

BACKGROUND: The appropriate management of a fine needle aspiration (FNA) supply cart and equipment set up is essential to ensure the smooth and optimal operation of a busy FNA clinic. We applied Lean strategies such as value stream mapping (VSM), the 5S method (Sort, Set in order, Shine, Standardize, Sustain), and Kanban to remove waste and improve patient flow in an FNA clinic. METHODS: The workflow analysis suggested that existent problems such as suboptimal inventory management and unavailability of standard operating procedures (SOPs) caused a 10% to 85% increase in total procedure time. To improve inventory management, we created a 2-bin Kanban system. We used the "Scan to Web" app and a Google Drive form to create a cost-effective electronic inventory management system. We distributed the essential SOPs in the format of video clips using our YouTube channel and leveraged barcode technology to access the links. RESULTS: Upon completion of our process improvement project, we succeeded to eliminate the stock-out events and maintain a process cycle efficiency of 87%. The 5S audit checklist result increased from 6% to 100% implementation, which is consistent with focused improvement. The developed inventory system enabled us to track the supply usage, forecast demands, and improve the accuracy of orders. CONCLUSIONS: Lean methods such as VSM, 5S, and Kanban combined with open source technologies can be implemented to ensure material availability, track inventory, and provide immediate access to SOPs on demand. The developed system also led to increased efficiency and improved flow, as well as responsiveness to changes in demand.


Assuntos
Citodiagnóstico/instrumentação , Citodiagnóstico/normas , Técnicas Citológicas/instrumentação , Técnicas Citológicas/normas , Internet/estatística & dados numéricos , Gerenciamento da Prática Profissional/normas , Fluxo de Trabalho , Biópsia por Agulha Fina , Humanos , Gerenciamento da Prática Profissional/organização & administração
4.
Diagn Pathol ; 15(1): 77, 2020 Jun 25.
Artigo em Inglês | MEDLINE | ID: mdl-32586345

RESUMO

BACKGROUND: This study evaluated the predictive power of Atyp.C (a parameter of UF-5000 flow cytometer) for patients with a suspected diagnosis of urothelial carcinoma. METHODS: We analyzed 163 urine specimens from 128 patients with suspected urothelial carcinoma using a fully automated fluorescence flow cytometry analyzer (UF-5000) and evaluated its performance on identifying atypical/malignant urothelial cells. From January 1, 2019 to April 4, 2019, all consecutive specimens for urinary cytopathology were enrolled. RESULTS: Of the specimens with urinary cytopathology, 67 specimens (41.1%) revealed abnormal findings in cytology analysis. Among them, 20 specimens (12.3%) were diagnosed as atypical urothelial cells, 26 specimens (16.0%) as suspicious for malignancy (S-malignancy), and 21 specimens (12.9%) as confirmed malignancy. The UF-5000 findings were positive in 59 specimens (36.2%); therefore, the agreement with cytopathology was 73.0%. Using follow-up histologic diagnosis of urothelial carcinoma with or without urinary tract cytology (UTCy) as a reference standard (suspicious and confirmed malignancy were the positive criteria for UTCy), the sensitivity was 59.0%, specificity was 82.1%, positive predictive value was 75.0%, negative predictive value was 68.8%, and the agreement was 71.1%. CONCLUSIONS: It is worth knowing and reporting that the Atyp.C assay may be used as an accessory test for patients with suspected urothelial carcinoma, based on its ability to identify high-risk patients who might need closer follow-up or additional medical treatment.


Assuntos
Carcinoma de Células de Transição/diagnóstico , Citodiagnóstico/métodos , Citometria de Fluxo/métodos , Urinálise/métodos , Neoplasias da Bexiga Urinária/diagnóstico , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma de Células de Transição/urina , Citodiagnóstico/instrumentação , Feminino , Citometria de Fluxo/instrumentação , Humanos , Masculino , Pessoa de Meia-Idade , Urinálise/instrumentação , Neoplasias da Bexiga Urinária/urina , Adulto Jovem
5.
Int J Lab Hematol ; 42(5): 544-551, 2020 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-32163671

RESUMO

INTRODUCTION: The presence of high fluorescent cells (HF-BF) on the Sysmex XN-1000 hematology analyzers has gained interest regarding the prediction of malignant cells in body fluids, but lacks sensitivity. We aimed to increase this sensitivity by combining HF-BF value, automated results, and clinical information. METHODS: We evaluated a new workflow for the management of body fluids in the hematology laboratory, including the HF-BF criterion and clinical information. In two laboratories, 1623 serous fluids were retrospectively analyzed on the XN-1000 BF mode. All samples were morphologically screened for malignant cells. Optimal HF-BF cutoffs were determined to predict their presence. Thereafter, the added value of clinical information was evaluated. Other reflex testing rules (eosinophilic count >5% and presence of the WBC Abnormal Scattergram flag) were also used to refine our workflow. RESULTS: Optimal HF-BF cutoffs in the two hematology centers were 108 and 45 cells/µL, yielding a sensitivity/specificity of 66.7/93.6% and 86.8/66.6% for malignant cell detection. When adding clinical information, sensitivity/specificity evolved to 100.0/68.9% and 100.0%/not determined. Of 104 samples containing malignant cells, 97 had positive clinical information; the remainder had a HF-BF > cutoff. CONCLUSION: Combining clinical information and HF-BF reached 100% sensitivity for malignant cell detection in body fluid analysis. Lack of robustness of the optimal HF-BF cutoff deserves the use of local cutoffs. Rapid automated results reporting from the XN-1000 BF mode are also feasible in clinical practice. Prospective evaluation of the workflow is needed before its implementation in clinical practice.


Assuntos
Citodiagnóstico/instrumentação , Citodiagnóstico/métodos , Biópsia Líquida/instrumentação , Biópsia Líquida/métodos , Neoplasias/diagnóstico , Células Neoplásicas Circulantes/patologia , Líquidos Corporais , Citodiagnóstico/normas , Humanos , Biópsia Líquida/normas , Curva ROC , Estudos Retrospectivos , Sensibilidade e Especificidade , Fluxo de Trabalho
6.
Cancer Cytopathol ; 128(3): 207-220, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-32032477

RESUMO

BACKGROUND: The effective detection and monitoring of potentially malignant oral lesions (PMOL) are critical to identifying early-stage cancer and improving outcomes. In the current study, the authors described cytopathology tools, including machine learning algorithms, clinical algorithms, and test reports developed to assist pathologists and clinicians with PMOL evaluation. METHODS: Data were acquired from a multisite clinical validation study of 999 subjects with PMOLs and oral squamous cell carcinoma (OSCC) using a cytology-on-a-chip approach. A machine learning model was trained to recognize and quantify the distributions of 4 cell phenotypes. A least absolute shrinkage and selection operator (lasso) logistic regression model was trained to distinguish PMOLs and cancer across a spectrum of histopathologic diagnoses ranging from benign, to increasing grades of oral epithelial dysplasia (OED), to OSCC using demographics, lesion characteristics, and cell phenotypes. Cytopathology software was developed to assist pathologists in reviewing brush cytology test results, including high-content cell analyses, data visualization tools, and results reporting. RESULTS: Cell phenotypes were determined accurately through an automated cytological assay and machine learning approach (99.3% accuracy). Significant differences in cell phenotype distributions across diagnostic categories were found in 3 phenotypes (type 1 ["mature squamous"], type 2 ["small round"], and type 3 ["leukocytes"]). The clinical algorithms resulted in acceptable performance characteristics (area under the curve of 0.81 for benign vs mild dysplasia and 0.95 for benign vs malignancy). CONCLUSIONS: These new cytopathology tools represent a practical solution for rapid PMOL assessment, with the potential to facilitate screening and longitudinal monitoring in primary, secondary, and tertiary clinical care settings.


Assuntos
Carcinoma de Células Escamosas/diagnóstico , Citodiagnóstico/métodos , Detecção Precoce de Câncer/métodos , Programas de Rastreamento/métodos , Neoplasias Bucais/diagnóstico , Sistemas Automatizados de Assistência Junto ao Leito , Adulto , Algoritmos , Biomarcadores Tumorais/metabolismo , Carcinoma de Células Escamosas/metabolismo , Citodiagnóstico/instrumentação , Feminino , Humanos , Aprendizado de Máquina , Masculino , Pessoa de Meia-Idade , Modelos Teóricos , Neoplasias Bucais/metabolismo , Estudos Prospectivos , Curva ROC , Software
7.
Gynecol Oncol ; 156(3): 641-646, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31926639

RESUMO

OBJECTIVE: To evaluate whether HPV DNA in urine has potential advantages as an alternative biomarker for HPV-based cervical cancer screening. METHODS: Among patients with Cobas HPV test results, a total of 67 HPV-positive (n = 42) and -negative (n = 25) women who agreed to participate in this study were willing to provide paired cervical and urine samples, and we observed concordance between sample types from each patient in identifying HPV genotypes using the nanowire assay. RESULTS: We detected high-risk strains of HPV DNA in unprocessed urine specimens using polyethyleneimine-conjugated nanowires (PEI-NWs). Concordance for high-risk HPV (hrHPV) between paired urine and cervical samples was 90.4% (κ = 0.90; 95% CI: 0.80-100.00). The virological sensitivity and specificity for detection of HPV DNA from a small urine sample (200 µL) were 81.3% (κ = 0.83; 95% CI: 62.1-100.0) and 98.0% (κ = 0.83; 95% CI: 94.2-100.0) for HPV16 group, 100.0% (κ = 0.65; 95% CI: 100.0-100.0) and 95.3% (κ = 0.65; 95% CI: 90.1-100.0) for HPV18 group, and 96.4% (κ = 0.97; 95% CI: 89.6-100.0) and 100.0% (κ = 0.97; 95% CI: 100.0-100.0) for other hrHPV group, respectively. CONCLUSIONS: The nanowire assay demonstrated excellent ability to identify HPV DNA from urine specimens. We observed an excellent agreement in the detection of high-risk HPV between paired urine and cervical samples, even with small urine sample volume.


Assuntos
DNA Viral/urina , Papillomaviridae/genética , Infecções por Papillomavirus/virologia , Neoplasias do Colo do Útero/virologia , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/urina , Ácidos Nucleicos Livres/urina , Citodiagnóstico/instrumentação , Citodiagnóstico/métodos , DNA Viral/genética , Detecção Precoce de Câncer/métodos , Feminino , Papillomavirus Humano 16/genética , Papillomavirus Humano 16/isolamento & purificação , Papillomavirus Humano 18/genética , Papillomavirus Humano 18/isolamento & purificação , Humanos , Nanofios , Papillomaviridae/isolamento & purificação , Infecções por Papillomavirus/urina , Polietilenoimina , Espectrofotometria Ultravioleta , Neoplasias do Colo do Útero/urina
8.
Gynecol Oncol ; 156(3): 636-640, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31918994

RESUMO

OBJECTIVE: To assess the feasibility of a novel hysteroscopic catheter to collect fallopian tube cytologic samples and to correlate cytologic findings with histopathology. METHODS: This was a prospective, multicenter, single-arm pilot study. Women undergoing salpingo-oophorectomy for a pelvic mass suspicious for malignancy or for prevention of cancer for BRCA mutation carriers were recruited from 3 gynecologic oncology centers (October 2016-August 2017). Cytologic samples were collected from the fallopian tube using a novel FDA-cleared hysteroscopic catheter and evaluated by a pathologist blinded to surgical or pathologic findings. The correlation between cytologic results and final surgical pathology was assessed. RESULTS: Of the 50 patients enrolled, 42 were eligible. Hysteroscopies were completed in 40 patients with 78 fallopian tubes, of which 65 ostia (83%) were identified. Of these, 61 (72%) were successfully catheterized resulting in 44 (68%) cytology samples adequate for further evaluation: 5 were classified as positive (3 neoplastic and 2 malignant) and 39 as negative (34 benign and 5 reactive/atypical). A comparison of cytology results with fallopian tube histopathology showed a concordance rate of 95% (42/44). Of the two samples with discordant results, both had positive cytology but negative tubal pathology, and both were stage I ovarian cancers with malignant ovary histology. CONCLUSIONS: Deployment of the device yielded an evaluable cytologic sample in 68% of cases with a high rate of concordance with histopathology. Further evaluation of the device's ability to detect malignancy in high risk populations is warranted.


Assuntos
Cateterismo/instrumentação , Neoplasias das Tubas Uterinas/patologia , Tubas Uterinas/citologia , Histeroscopia/instrumentação , Cateterismo/métodos , Citodiagnóstico/instrumentação , Citodiagnóstico/métodos , Diagnóstico Diferencial , Neoplasias das Tubas Uterinas/diagnóstico , Tubas Uterinas/patologia , Estudos de Viabilidade , Feminino , Genes BRCA1 , Genes BRCA2 , Mutação em Linhagem Germinativa , Humanos , Histeroscopia/métodos , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Neoplasias Ovarianas/genética , Neoplasias Ovarianas/patologia , Neoplasias Ovarianas/prevenção & controle , Neoplasias Ovarianas/cirurgia , Projetos Piloto , Salpingo-Ooforectomia
9.
J Pharm Biomed Anal ; 180: 113077, 2020 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-31884393

RESUMO

A novel fluorescent probe for detection of HT 29 cancer cells was developed based on terbium-doped dendritic fibrous nanosilica functionalized by folic acid (Tb@KCC-1-NH2-FA). Using this probe, fluorescence signals was emitted by Tb@KCC-1-NH2-FA at 490 nm by applying 380 nm as excitation wavelength. The reported probe is based on the interaction between FA decorated on the surface of Tb@KCC-1-NH2-FA and folate receptor (FR) which is overexpressed on the surface of the most of cancer cells. Fluorescence microscopy and flow cytometry were utilized to verify the uptake of Tb@KCC-1-NH2-FA with FR-positive HT 29 cancer cells. The specificity of Tb@KCC-1-NH2-FA towards FR-positive cells was approved by staining HEK 293 cells as FR-negative cells with Tb@KCC-1-NH2-FA which obtained results approved selective differentiation of normal cells with the FA-decorated nanomaterials. The cytotoxicity of Tb@KCC-1-NH2-FA was evaluated by MTT assay which confirmed their biocompatible nature. Under optimum conditions, this cytosensor is able to detect HT 29 colon cancer from 500 to 6.5 × 103 cells/mL with lower limit of detection (LLOQ) of 500 cells/mL. Due to the room temperature stability of Tb@KCC-1-NH2-FA, this cytosensor could be developed in a simple way with exceptional specificity which may show potential applications for early stage detection of colon cancer.


Assuntos
Técnicas Biossensoriais/métodos , Neoplasias Colorretais/patologia , Citodiagnóstico/métodos , Ácido Fólico/química , Nanoestruturas/química , Dióxido de Silício/química , Térbio/química , Técnicas Biossensoriais/instrumentação , Técnicas de Cultura de Células , Neoplasias Colorretais/metabolismo , Citodiagnóstico/instrumentação , Citometria de Fluxo , Corantes Fluorescentes/química , Receptor 1 de Folato/metabolismo , Células HEK293 , Células HT29 , Humanos , Microscopia de Fluorescência , Sensibilidade e Especificidade , Espectrometria de Fluorescência , Propriedades de Superfície
11.
Acta Cytol ; 63(5): 391-400, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31216550

RESUMO

OBJECTIVE: The exfoliative cell analyzer, LC-1000 (Sysmex Corporation, Japan), is a medical device that presents the cell proliferation index and 23 research parameters as indicators of cellular proliferative potential. The objective was to evaluate the clinical usability of qualitative assessment by LC-1000 compared with cytology, the human papillomavirus (HPV) test, and histology as gold standard. STUDY DESIGN: Women that visited 3 sites between July 2015 and March 2017 were registered. The primary endpoint in this study was the comparison between LC-1000 measurement and HPV test for sensitivity and specificity for cervical intraepithelial neoplasia 2+ (CIN2+). A tree model algorithm was newly constructed by a statistical method and its relationship with histological results was evaluated. RESULTS: The sensitivity and specificity of LC-1000 were 78.3 and 74.1%, while those of the HPV test were 94.7 and 85.4%, respectively. A tree model comprising five categories was constructed. The proportion of advanced lesions was higher with the change in the rank classification results from 1 to 5. The positive predictive values of CIN2+ in the categories 4 and 5 were high. Despite the small number of subjects, cancer was undetected in categories 1 and 2. In addition, the comparison with follow-up results in 19 women assessed as CIN1 showed that the rate of progression in the categories 3-5 was 50% (7/14); progression in the categories 1 and 2 was 0% (0/5). CONCLUSIONS: LC-1000 may be useful for cervical cancer screening as an index to qualitatively evaluate CIN and cancer based on the changes in characteristics of cells.


Assuntos
Adenocarcinoma in Situ/patologia , Carcinoma/patologia , Proliferação de Células , Citodiagnóstico/instrumentação , Detecção Precoce de Câncer/instrumentação , Lesões Intraepiteliais Escamosas Cervicais/patologia , Displasia do Colo do Útero/patologia , Neoplasias do Colo do Útero/patologia , Adenocarcinoma in Situ/virologia , Automação Laboratorial/instrumentação , Biópsia , Carcinoma/virologia , DNA Viral/genética , Árvores de Decisões , Diagnóstico Diferencial , Detecção Precoce de Câncer/métodos , Desenho de Equipamento , Feminino , Testes de DNA para Papilomavírus Humano , Humanos , Japão , Teste de Papanicolaou , Papillomaviridae/genética , Valor Preditivo dos Testes , Reprodutibilidade dos Testes , Lesões Intraepiteliais Escamosas Cervicais/virologia , Neoplasias do Colo do Útero/virologia , Esfregaço Vaginal , Displasia do Colo do Útero/virologia
12.
Zhonghua Zhong Liu Za Zhi ; 41(5): 326-330, 2019 May 23.
Artigo em Chinês | MEDLINE | ID: mdl-31137164

RESUMO

Objective: To explore the feasibility of bronchoscopic brushing liquid-based slide cytology combined with automatic immunocytochemistry (ICC) for pathological typing of lung cancer. Methods: A liquid-based thin-prep was prepared from 171 bronchoscopic brushing specimens of patients with pulmonary lesions. ICC was detected by automatic immunohistochemistry instrument while cytomorphological diagnosis was made. The results were compared with those of histopathological diagnosis. Results: Among 171 patients, 130 (76.0%) could be classified by cell morphology alone, including 31 squamous cell carcinomas, 44 adenocarcinomas and 55 small cell carcinomas; 162 (94.7%) could be classified by cell morphology combined with ICC, including 38 squamous cell carcinomas, 61 adenocarcinomas and 63 small cell carcinomas (P<0.001). According to the gold standard of histopathological diagnosis, the coincidence rate of cytomorphology combined with ICC was higher than that of cell morphology alone. The coincidence rate of squamous cell carcinoma was increased from 85.2% to 97.1% (P=0.093), adenocarcinoma from 92.5% to 98.0% (P<0.001), and small cell carcinoma from 96.1% to 98.3% (P=0.465). Conclusion: The combination of liquid-based thin-prep cytology and automatic immunohistochemistry can effectively improve the accuracy of pathological typing of brushing specimens under fiberoptic bronchoscopy, and provide more objective diagnostic results for clinical treatment.


Assuntos
Adenocarcinoma/patologia , Carcinoma de Células Escamosas/patologia , Imuno-Histoquímica/métodos , Biópsia Líquida/métodos , Neoplasias Pulmonares/patologia , Carcinoma de Pequenas Células do Pulmão/patologia , Broncoscopia/instrumentação , Broncoscopia/métodos , Citodiagnóstico/instrumentação , Citodiagnóstico/métodos , Estudos de Viabilidade , Humanos , Biópsia Líquida/instrumentação , Neoplasias Pulmonares/classificação
13.
Cancer Cytopathol ; 127(4): 218-221, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30951265

RESUMO

BACKGROUND: The Paris System for Urine Cytopathology (the Paris System) has succeeded in making the analysis of liquid-based urine preparations more reproducible. Any algorithm seeking to automate this system must accurately estimate the nuclear-to-cytoplasmic (N:C) ratio and produce a qualitative "atypia score." The authors propose a hybrid deep-learning and morphometric model that reliably automates the Paris System. METHODS: Whole-slide images (WSI) of liquid-based urine cytology specimens were extracted from 51 negative, 60 atypical, 52 suspicious, and 54 positive cases. Morphometric algorithms were applied to decompose images to their component parts; and statistics, including the NC ratio, were tabulated using segmentation algorithms to create organized data structures, dubbed rich information matrices (RIMs). These RIM objects were enhanced using deep-learning algorithms to include qualitative measures. The augmented RIM objects were then used to reconstruct WSIs with filtering criteria and to generate pancellular statistical information. RESULTS: The described system was used to calculate the N:C ratio for all cells, generate object classifications (atypical urothelial cell, squamous cell, crystal, etc), filter the original WSI to remove unwanted objects, rearrange the WSI to an efficient, condensed-grid format, and generate pancellular statistics containing quantitative/qualitative data for every cell in a WSI. In addition to developing novel techniques for managing WSIs, a system capable of automatically tabulating the Paris System criteria also was generated. CONCLUSIONS: A hybrid deep-learning and morphometric algorithm was developed for the analysis of urine cytology specimens that could reliably automate the Paris System and provide many avenues for increasing the efficiency of digital screening for urine WSIs and other cytology preparations.


Assuntos
Algoritmos , Citodiagnóstico/métodos , Neoplasias/diagnóstico , Pesquisadores/estatística & dados numéricos , Urinálise/métodos , Citodiagnóstico/instrumentação , Humanos , Urinálise/instrumentação
14.
Oral Oncol ; 92: 6-11, 2019 05.
Artigo em Inglês | MEDLINE | ID: mdl-31010626

RESUMO

OBJECTIVES: The diagnosis and management of oral cavity cancers are often complicated by the uncertainty of which patients will undergo malignant transformation, obligating close surveillance over time. However, serial biopsies are undesirable, highly invasive, and subject to inherent issues with poor inter-pathologist agreement and unpredictability as a surrogate for malignant transformation and clinical outcomes. The goal of this study was to develop and evaluate a Multivariate Analytical Risk Index for Oral Cancer (MARIO) with potential to provide non-invasive, sensitive, and quantitative risk assessments for monitoring lesion progression. MATERIALS AND METHODS: A series of predictive models were developed and validated using previously recorded single-cell data from oral cytology samples resulting in a "continuous risk score". Model development consisted of: (1) training base classification models for each diagnostic class pair, (2) pairwise coupling to obtain diagnostic class probabilities, and (3) a weighted aggregation resulting in a continuous MARIO. RESULTS AND CONCLUSIONS: Diagnostic accuracy based on optimized cut-points for the test dataset ranged from 76.0% for Benign, to 82.4% for Dysplastic, 89.6% for Malignant, and 97.6% for Normal controls for an overall MARIO accuracy of 72.8%. Furthermore, a strong positive relationship with diagnostic severity was demonstrated (Pearson's coefficient = 0.805 for test dataset) as well as the ability of the MARIO to respond to subtle changes in cell composition. The development of a continuous MARIO for PMOL is presented, resulting in a sensitive, accurate, and non-invasive method with potential for enabling monitoring disease progression, recurrence, and the need for therapeutic intervention of these lesions.


Assuntos
Citodiagnóstico , Neoplasias Bucais/diagnóstico , Biópsia , Citodiagnóstico/instrumentação , Citodiagnóstico/métodos , Citodiagnóstico/normas , Humanos , Dispositivos Lab-On-A-Chip , Análise Multivariada , Gradação de Tumores , Estadiamento de Neoplasias , Reprodutibilidade dos Testes , Medição de Risco
15.
Cancer Cytopathol ; 127(4): 247-257, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30913381

RESUMO

BACKGROUND: An anal histological high-grade squamous intraepithelial lesion (hHSIL) is an anal cancer precursor. Experts recommend Dacron swab anal cytology as a primary screen for anal hHSILs, especially among human immunodeficiency virus-infected and -uninfected men who have sex with men (MSM). Studies have shown that Dacron cytology inaccurately predicts anal hHSILs and results in unnecessary diagnostic procedures. Nylon-flocked (NF) swabs have been shown to trap pathogens and cells well. Thus, this study compared test characteristics of anal cytology using NF and Dacron swab collection protocols to predict anal hHSILs. METHODS: A single-visit, randomized clinical trial compared NF and Dacron swab anal cytology specimens to predict high-resolution anoscopy and biopsy-diagnosed anal hHSILs. Data for 326 gay men, bisexual men, other MSM, and male-to-female transgender women contributed descriptive and tabular statistics with which unadjusted and fully adjusted logistic regression models were constructed. The models estimated the odds of hHSILs, test accuracy (area under the curve [AUC]) and sensitivity, and specificity as well as the positive and negative predictive values of abnormal NF and Dacron cytology for predicting hHSILs. RESULTS: In the fully adjusted model, the sensitivities for NF and Dacron cytology were nearly equal (48% vs 47%), but the specificity was higher with NF cytology (76% vs 69%). Comparisons of the areas under receiver operating characteristic curves showed that NF cytology alone predicted hHSILs better than the covariate model (AUC, 0.69 vs 0.63; P = .02), but NF and Dacron cytology comparisons showed no statistically significant differences (AUC, 0.69 vs 0.67; P = .3). CONCLUSIONS: NF cytology and Dacron cytology provide modest sensitivity, but NF cytology has higher specificity and accuracy, and this is important for lowering the costs of population-based screening.


Assuntos
Neoplasias do Ânus/patologia , Citodiagnóstico/instrumentação , Homossexualidade Masculina/estatística & dados numéricos , Manejo de Espécimes/instrumentação , Lesões Intraepiteliais Escamosas/patologia , Pessoas Transgênero/estatística & dados numéricos , Neoplasias do Ânus/virologia , Citodiagnóstico/métodos , Feminino , Seguimentos , Infecções por HIV/complicações , Infecções por HIV/virologia , HIV-1/isolamento & purificação , Humanos , Masculino , Pessoa de Meia-Idade , Nylons/química , Polietilenotereftalatos/química , Prognóstico , Minorias Sexuais e de Gênero , Manejo de Espécimes/métodos , Lesões Intraepiteliais Escamosas/virologia
16.
Cancer Cytopathol ; 127(2): 98-115, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30702803

RESUMO

BACKGROUND: The Paris System for Urine Cytopathology (the Paris System) has succeeded in making the analysis of liquid-based urine preparations more reproducible. Any algorithm seeking to automate this system must accurately estimate the nuclear-to-cytoplasmic (N:C) ratio and produce a qualitative "atypia score." The authors propose a hybrid deep-learning and morphometric model that reliably automates the Paris System. METHODS: Whole-slide images (WSI) of liquid-based urine cytology specimens were extracted from 51 negative, 60 atypical, 52 suspicious, and 54 positive cases. Morphometric algorithms were applied to decompose images to their component parts; and statistics, including the NC ratio, were tabulated using segmentation algorithms to create organized data structures, dubbed rich information matrices (RIMs). These RIM objects were enhanced using deep-learning algorithms to include qualitative measures. The augmented RIM objects were then used to reconstruct WSIs with filtering criteria and to generate pancellular statistical information. RESULTS: The described system was used to calculate the N:C ratio for all cells, generate object classifications (atypical urothelial cell, squamous cell, crystal, etc), filter the original WSI to remove unwanted objects, rearrange the WSI to an efficient, condensed-grid format, and generate pancellular statistics containing quantitative/qualitative data for every cell in a WSI. In addition to developing novel techniques for managing WSIs, a system capable of automatically tabulating the Paris System criteria also was generated. CONCLUSIONS: A hybrid deep-learning and morphometric algorithm was developed for the analysis of urine cytology specimens that could reliably automate the Paris System and provide many avenues for increasing the efficiency of digital screening for urine WSIs and other cytology preparations.


Assuntos
Citodiagnóstico/métodos , Aprendizado Profundo , Urinálise/métodos , Algoritmos , Automação , Citodiagnóstico/instrumentação , Humanos , Urinálise/instrumentação
17.
Cancer Cytopathol ; 126(9): 767-772, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-30230262

RESUMO

BACKGROUND: Rapid on-site evaluation is a great tool for optimizing the adequacy and quality of cytologic samples. The objective of the current study was to analyze a low-cost telecytopathology method for the remote assessment of thyroid fine-needle aspiration biopsies (FNABs), with comparison of the primarily rendered adequacy and diagnosis with the final conventional analysis. METHODS: Material collected from thyroid FNABs was immediately smeared onto glass slides and stained with Diff-Quik. A conventional microscope attached to a smart device was operated on-site by either a medical student or a pathology resident for Wi-Fi transmission of the images by Skype. The cytopathologist would remotely guide the screening of the slides, zooming in and out of areas of interest. Remote assessment included an analysis of material adequacy and a preliminary diagnosis. The quality of the transmission and the number of slides also were recorded. After a washout period of 3 weeks, final diagnosis and adequacy were assigned by conventional microscopy. RESULTS: The final agreement rate for adequacy between remote and conventional analysis was 90.5%. For diagnosis, the final agreement rate was 83.3%. The diagnosis agreement rate varied, depending on the quality of transmission: there was 88% agreement when the quality was excellent, 77.8% agreement when it was good, and 62.5% agreement when it was poor. CONCLUSIONS: Low-cost telecytopathology is an efficient method for the remote assessment of thyroid FNAB adequacy and diagnosis. The wide use of such technology in low-resource or remote centers may have a positive impact on the number of adequate or satisfactory samples, optimizing the management of patients who have thyroid nodules.


Assuntos
Citodiagnóstico/economia , Citodiagnóstico/métodos , Telepatologia/economia , Telepatologia/métodos , Glândula Tireoide/patologia , Neoplasias da Glândula Tireoide/diagnóstico , Neoplasias da Glândula Tireoide/economia , Adenocarcinoma Folicular/diagnóstico , Adenocarcinoma Folicular/economia , Adulto , Idoso , Idoso de 80 Anos ou mais , Biópsia por Agulha Fina , Citodiagnóstico/instrumentação , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Estudos Prospectivos , Telepatologia/instrumentação , Nódulo da Glândula Tireoide/diagnóstico , Nódulo da Glândula Tireoide/economia
18.
Eur J Gastroenterol Hepatol ; 30(11): 1261-1269, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30044236

RESUMO

Esophageal adenocarcinoma is an increasingly common cause of morbidity and mortality in developed countries. Most cases are considered the consequence of chronic gastroesophageal reflux disease, with subsequent Barrett's metaplasia and dysplasia. Because progression from Barrett's metaplasia to cancer occurs over many years, endoscopic screening and surveillance programs have been established, albeit with little or no consideration for cost-effectiveness. As an alternative to the expensive and resource-demanding endoscopic surveillance, the Cytosponge has been developed to sample the esophageal mucosa efficiently. The device is a compressed mesh sponge encapsulated in an ingestible gelatin pill attached to a string. After swallowing, the capsule dissolves allowing the sponge to expand in the stomach. As it is pulled out, cells are collected from the esophagogastric junction and throughout the esophagus. The cellular samples can be analyzed by cytology, immunohistochemistry, and molecular markers. We conducted a systematic review of all recent relevant studies to help define the role of this novel technology, including studies of screening and surveillance of Barrett's esophagus, esophageal squamous dysplasia detection, detection of eosinophilic esophagitis, and evaluation of benign esophageal diseases. With the major limitation that most studies were performed by a single investigative group that developed the technology, the device yielded overall impressive results against the endoscopy/biopsy gold standard. Patient acceptability was high. If these promising early results are validated by other investigators in other populations, the Cytosponge represents an important new advance in the detection of esophageal pathology that could potentially decrease the burden of endoscopic esophageal sampling.


Assuntos
Adenocarcinoma/patologia , Esôfago de Barrett/patologia , Citodiagnóstico/instrumentação , Mucosa Esofágica/patologia , Neoplasias Esofágicas/patologia , Lesões Pré-Cancerosas/patologia , Manejo de Espécimes/instrumentação , Tampões de Gaze Cirúrgicos , Adulto , Idoso , Desenho de Equipamento , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Adulto Jovem
19.
J Oral Pathol Med ; 47(9): 887-894, 2018 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-29957892

RESUMO

OBJECTIVES: This study aimed to develop diagnostic criteria to identify oral squamous cell carcinoma (OSCC) and oral potentially malignant disorders (OPMDs) using oral liquid-based brush cytology (OLBC), and to compare its accuracy with the gold standard of surgical biopsy and histopathological diagnosis of oral leukoplakia. METHODS: A total number of 134 samples were collected. All patients underwent Orcellex® brush biopsy with liquid-based cytology immediately prior to diagnostic surgical biopsy. A preliminary study was first performed utilizing samples from 4 distinct lesion groups (20 samples) to revise the 2014 Bethesda Cytology system for use with OLBC specimens. RESULTS: Five diagnostic groups of OLBC for the diagnosis of OSCC and OPMDs with relevant cytopathological features were established. From the 114 samples in the test group, 101 were included. The other 13 were excluded due to inadequate cellularity. The test showed sensitivity, specificity, positive predictive value and negative predictive value of 75%, 76%, 76% and 75%, respectively, and an accuracy of 75%. The use of the oral brush sampling technique was well accepted by multiple clinicians; however, local anaesthetic was suggested to be useful prior to performing the brush biopsy. CONCLUSIONS: Oral liquid-based brush cytology using the Orcellex® brush and ThinPrep® system is a simple and minimally invasive procedure for adequate intraepithelial sampling and can be used as an adjunct for the early detection of oral cancer. The modified Bethesda system established useful means for OLBC assessment that can be utilized in future studies to increase the standardization of oral cytology assessment.


Assuntos
Citodiagnóstico/métodos , Técnicas Citológicas/métodos , Leucoplasia Oral/diagnóstico , Leucoplasia Oral/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Biópsia , Citodiagnóstico/instrumentação , Técnicas Citológicas/instrumentação , Detecção Precoce de Câncer , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Sensibilidade e Especificidade
20.
Diagn Cytopathol ; 46(3): 234-238, 2018 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-29230974

RESUMO

BACKGROUND: The sensitivity of brush cytology for biliary strictures has typically been low, usually 30%-60%. We compared the cellular yield and diagnostic accuracy using a new cytology brush (n = 16) versus standard biliary brushings (n = 16) in 32 patients who underwent endoscopic retrograde cholangiopancreatography (ERCP) with brushings for evaluation of a biliary stricture for malignancy. METHODS: We performed retrospective chart reviews of 16 consecutive ERCPs with brushings performed for the cytologic evaluation of a biliary stricture for malignancy using the new cytology brush between January 2016 and February 2017 at our institution. Our control cohort was 16 consecutive ERCP cases performed for the same indication directly preceding the availability of the new cytology brush. RESULTS: The biliary brushing cases performed using the new cytology brush demonstrated a significantly increased number of total cell clusters per representative ×20 field compared with cases using the standard brush (mean 24.6 versus 14.4, P = .03). This trend continued when assessing large (>50 cells) clusters (mean 5.8 vs. 3.3, P = .02) and medium (6-49 cells) clusters (11.1 vs. 5.8, P = .03). Nonetheless, there were no statistically significant differences with regards to diagnostic accuracy for the new cytology brush versus standard biliary brushings. CONCLUSION: We found that the Infinity brush significantly increased diagnostic yield with regards to total cell clusters, large (>50 cells) clusters, and medium (6-49 cells) clusters, however, this did not lead to increased diagnostic accuracy overall. Further studies of this and other brush designs are warranted to optimize biliary brushing specimens.


Assuntos
Sistema Biliar/patologia , Citodiagnóstico/instrumentação , Citodiagnóstico/métodos , Agregação Celular , Constrição Patológica , Demografia , Desenho de Equipamento , Feminino , Humanos , Masculino , Pessoa de Meia-Idade
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