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1.
J Cytol ; 41(3): 137-142, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39239321

RESUMO

Introduction: Urinary cytology (UrCy) is highly sensitive to diagnosing high-grade urothelial carcinoma (HGUC) but cannot predict muscularis propria invasion. Further, the atypical urothelial cell category (AUC) may have variable outcomes. Image morphometry (IM) may be a valuable adjunct technique in this setting. Hence, we evaluated IM in the AUC and HGUC categories to improve the diagnostic performance. Materials and Methods: The following six nuclear parameters were evaluated by IM on 3150 cells: nucleo-cytoplasmic (N:C) ratio, nuclear area, diameter, perimeter, standard deviation of the nuclear area (SDNA; pleomorphism) and integrated density (ID; nuclear chromasia), using the ImageJ software, in three cohorts based on the histopathology outcome: 20 cases of AUC - benign non-neoplastic outcome (AUC-B); 22 cases of HGUC Muscle invasive (HGUC-MI) and 21 cases of HGUC non-muscle invasive (HGUC-MF). Results: A retrospective analysis of urine cytology. The patient's ages ranged from 36 to 85 years, with a mean age of 60.6. The male-to-female ratio was 5.4:1. A total of 20 cases of AUC-B and 43 cases of HGUC were selected for IM analysis. HGUC cases had higher nuclear parameters than AUC-B, and HGUC-MI had higher SDNA, ID, diameter, and area than HGUC-MF. SDNA and ID predict muscularis propria invasion in HGUC. Conclusions: Image morphometry successfully differentiates HGUC cases from benign non-neoplastic ones and might help to identify muscularis propria invasion in HGUC using a combination of nuclear parameters.

2.
Acta Cytol ; : 1-13, 2024 Jul 24.
Artigo em Inglês | MEDLINE | ID: mdl-39047715

RESUMO

INTRODUCTION: The atypical urothelial cell (AUC) category in The Paris System (TPS) in urine cytology (UrCy) is a challenging area. This study aimed to evaluate the UroVysion fluorescence in situ hybridization (U-FISH) assay in predicting the outcome of AUC. Additionally, we explored the association of abnormal U-FISH results in high-grade urothelial carcinoma (HGUC) concerning muscularis propria invasion (MPI). METHODS: This is a retrospective study, and U-FISH was done on archived Papanicolaou-stained smears. Four cohorts were included: non-neoplastic AUC (AUC-NN), neoplastic AUC (AUC-N), muscle-invasive HGUC (HGUC-MI), and muscle-free HGUC (HGUC-MF) outcome on histopathology (HPE) and with clinical follow-up of 12-29 months. U-FISH was evaluated for diagnostic purposes, and MPI and tumor stage prediction by urine FISH score (UFS; high vs. low) based on copy number gain of chromosomes (Chr). RESULTS: U-FISH was performed on 70 cases (20 AUC-NN, 20 AUC-N, 15 HGUC-MI, and 15 HGUC-MF) and was successful in 58/70 (82.85%) cases. All UC cases showed polysomy of ≥2Chr, and all the AUC-NN cases reported non-neoplastic on HPE were negative for U-FISH. U-FISH picked up all carcinoma cases in the AUC-N cohort. Chr 3 polysomy was statistically significant in differentiating HGUC-MI from HGUC-MF and low-grade urothelial carcinoma cases. Chr 3 signals with a cut-off of 6 signals could identify MPI with a sensitivity of 80.95% and specificity of 41.94%. The UFS of the HGUC-MI group was significantly higher than HGUC-MF. CONCLUSIONS: U-FISH successfully identified all cases of AUC with neoplastic outcomes. In the HGUC group, there was a difference in cases with and without MPI, which requires further confirmation in a larger prospective cohort.

3.
Cytopathology ; 35(3): 421-424, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38308391

RESUMO

A rare case of pineoblastoma on cerebrospinal fluid cytology was reported in a 15-year-old girl. In the current paper, a rare case of pienoblastoma on CSF cytology has been described.


Assuntos
Neoplasias Encefálicas , Glândula Pineal , Pinealoma , Feminino , Humanos , Adolescente , Pinealoma/diagnóstico , Técnicas Citológicas , Citodiagnóstico
4.
Pathol Res Pract ; 254: 155126, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38228038

RESUMO

BACKGROUND: Micronuclei (MN) have been used as screening, diagnostic and prognostic markers in multiple cancer types, including breast cancer (BC). However, the question that the MN present in all subtypes of BC are similar or different remains unanswered. We thus hypothesized that MN present in different subtypes of BC may differ in their contents which may be visible as differences in their morphologic and morphometric features. This study was thus carried out with the aim to identify the differences between MN morphometry, complexity, and texture in different subtypes of BC, such as estrogen and progesterone receptor-positive (ER+/PR+; MCF-7, T-47D), human epidermal growth factor receptor-positive (Her2 +;SKBR3) and triple-negative BC (TNBC; MDA-MB-231, MDA-MB-468) cell lines (CLs) by ImageJ software. METHODS: For analysis of MN dimensions, MN irregularity, and texture, we used morphometry and two mathematical computer-assisted algorithms, i.e., fractal dimension (FD) and grey level co-occurrence matrix (GLCM) of ImageJ software. RESULTS: MN area and perimeter values showed differences in the size of MN in different subtypes of BC, with the largest MN in TNBC CLs. GLCM parameters (entropy, angular second moment, inverse difference moment, contrast, and correlation) showed highly heterogenous texture in case of TNBC MN as compared to the others. FD analysis also revealed more complexity and irregularity in MN found in TNBC cells. CONCLUSION: The study for the first time showed morphometric, architectural and texture related differences amongst MN present in different subtypes of BC. The above may reflect differences in their composition and contents. Further, these differences may point towards the distinct mechanisms involved in the formation of MN in different subtypes of BC that need to be explored further.


Assuntos
Neoplasias da Mama , Neoplasias de Mama Triplo Negativas , Humanos , Feminino , Neoplasias da Mama/genética , Neoplasias da Mama/metabolismo , Neoplasias de Mama Triplo Negativas/genética , Algoritmos , Estrogênios , Linhagem Celular , Software
5.
J Cytol ; 41(1): 47-52, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38282815

RESUMO

Background: Mucormycosis is a fungal infection that can affect multiple organs. The role of fine-needle aspiration cytology (FNAC) in its diagnosis is not well documented. Aim: The objective of this study was to describe the detailed cytomorphologic features of mucormycosis on FNAC samples. Materials and Methods: A retrospective analysis of all cases diagnosed as mucormycosis on FNAC between January 2014 and July 2021 was performed for detailed cytomorphological evaluation and correlation to clinical data and microbiological studies wherever available. FNA was computed tomography-guided (n = 38), ultrasonography-guided (n = 31) or palpation-guided (n = 12), and slides were reviewed in two cases. Results: A total of 83 cases of mucormycosis were evaluated. An immunocompromised setting was observed in 48 cases. The most common site of FNA was the lung (n = 57) followed by liver, soft tissue, palate, mediastinum, orbital/ocular region, and lymph node. Isolated renal involvement, a unique feature, was seen in seven cases. The aspirates were necrotic to pus-like or blood-mixed particulate. Broad, nonseptate, foldable, ribbon-like fungal hyphae showing right-angled branching were seen. The tissue reaction was predominantly necro-inflammatory (n = 36), bland necrotic (n = 22), mixed inflammatory (n = 16), suppurative (n = 5), necrotizing granulomatous (n = 3), and granulomatous (n = 1). Immunocompromised patients showed mixed inflammatory responses more frequently. Fungal culture was positive for Rhizopus species in 2/13 cases and molecular testing in two additional cases corresponding to Rhizopus and Syncephalastrum spp. Conclusion: FNA provides quick and conclusive diagnosis of mucormycosis from varied anatomic sites enabling prompt institution of therapy. The tissue response is variable and to some extent dependent on the immune status of the patient.

6.
Indian Pediatr ; 61(2): 149-153, 2024 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-38217268

RESUMO

OBJECTIVE: To evaluate the incidence and types of primary immunodeficiency diseases (PIDs) in hospitalized children with infection. METHODS: This prospective study was conducted in five tertiary-care facilities in Kolkata over two consecutive years between November 1, 2018 and October 31, 2020. We included all children aged upto 12years who were hospitalized and screened them for PID. Children were screened for suspected IPD using Jeffrey Modell Foundation (JMF) Criteria; any child who satisfied at least 2 out of 10 warning signs was further evaluated for PIDs. RESULTS: Out of 33,204 hospital admissions, 50 children satisfied JMF criteria. Out of 50 children screened during the study period, 27 were finally diagnosed with an underlying PID, with a prevalence of 1 in 1000 hospitalized children. Majority (37.03%) of them had antibody deficiency followed by phagocytic defect (33.3%). Chronic granulomatous disease was the commonest PID followed by common variable immunodeficiency. Around 62.97% children presented with respiratory infections and overall Acinetobacter baumannii was the commonest isolated organism. CONCLUSION: Our study presents the first cohort of PID from eastern India. A methodical step-wise clinical and diagnostic approach can facilitate early diagnosis and timely therapeutic interventions.


Assuntos
Síndromes de Imunodeficiência , Doenças da Imunodeficiência Primária , Infecções Respiratórias , Criança , Humanos , Síndromes de Imunodeficiência/diagnóstico , Criança Hospitalizada , Estudos Prospectivos , Doenças da Imunodeficiência Primária/diagnóstico , Doenças da Imunodeficiência Primária/epidemiologia , Doenças da Imunodeficiência Primária/terapia , Infecções Respiratórias/epidemiologia
7.
Cytopathology ; 35(2): 226-234, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37970960

RESUMO

Artificial Intelligence (AI) is an emerging, transforming and revolutionary technology that has captured attention worldwide. It is translating research into precision oncology treatments. AI can analyse large or big data sets requiring high-speed specialized computing solutions. The data are big in terms of volume and multimodal with the amalgamation of images, text and structure. Machine learning has identified antifungal drug targets, and taxonomic and phylogenetic classification of fungi based on sequence analysis is now available. Real-time identification tools and user-friendly mobile applications for identifying fungi have been discovered. Akin to histopathology, AI can be applied to fungal cytology. AI has been fruitful in cytopathology of the thyroid gland, breast, urine and uterine cervical lesions. AI has a huge scope in fungal cytology and would certainly bear fruit with its accuracy, reproducibility and capacity for handling big data. The purpose of this systematic review was to highlight the AI's utility in detecting fungus and its typing with a special focus on future application in fungal cytology. We also touch upon the basics of AI in brief.


Assuntos
Inteligência Artificial , Neoplasias , Humanos , Filogenia , Reprodutibilidade dos Testes , Medicina de Precisão , Fungos
8.
Diagn Cytopathol ; 52(3): 145-155, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38059418

RESUMO

BACKGROUND: Recently, the World Health Organization (WHO) has proposed a reporting system for pancreaticobiliary cytopathology. We applied this classification for pancreatic lesion samples by fine needle aspiration (FNA) and compared the results to the previous classification of the Papanicolaou Society of Cytopathology (PSC) system for risk stratification. METHODS: The computerized database was searched for all pancreatic endoscopic ultrasound-guided fine-needle aspiration (EUS-FNA) and transabdominal ultrasound-guided FNA (TUS-FNA) samples from 2016 to 2020 and cases were reassigned as per the PSC and the WHO diagnostic categories. Cases with follow-up, clinicoradiological, and/or histopathology were included in the study. The risk of malignancy (ROM) was calculated across all diagnostic categories based on clinical data, imaging data, and histopathology wherever available. RESULTS: There were a total of 625 pancreatic FNA. In 230 cases, follow-up information was available which included 116 EUS and 114 TUS-FNA samples. The ROM for PSC categories I-VI was 40%, 19.7%, 28.6%, 57.1%, 94.7%, and 97.9% and for the WHO categories (I-VII), it was 60%, 21.3%, and 35.7%, not representative, not applicable, 94.7% and 94.9%. The overall sensitivity and specificity of PSC was 68.2% and 96.2% when categories V and VI were taken as positive and 78.9% and 93.3% for WHO when categories VI and VII were taken as positive. CONCLUSIONS: Pancreatic FNA samples reported as per the WHO system showed better sensitivity as compared to the PSC system resulting in better risk stratification and consequently better patient management. The overall high specificity and moderate sensitivity reaffirm the utility of FNA in pancreatic lesions.


Assuntos
Neoplasias Pancreáticas , Humanos , Neoplasias Pancreáticas/diagnóstico , Neoplasias Pancreáticas/patologia , Pâncreas/patologia , Aspiração por Agulha Fina Guiada por Ultrassom Endoscópico/métodos , Pancreatectomia , Medição de Risco
9.
Cytopathology ; 35(1): 167-169, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37608537

RESUMO

An interesting case of an abdominal wall swelling near an old operative scar showing epithelial and stromal cells. In this present paper, fine needle aspiration cytology of an inguinal swelling is discussed which may often create diagnostic confusion.


Assuntos
Endometriose , Lipoma , Feminino , Humanos , Biópsia por Agulha Fina , Endometriose/diagnóstico , Virilha , Lipoma/diagnóstico , Adulto
10.
Cytopathology ; 35(1): 170-172, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37740619
11.
Diagn Cytopathol ; 51(12): E345-E350, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37675766

RESUMO

Solitary fibrous tumor (SFT) can occur in varied anatomic locations, most commonly being the extremities-superficial and deep soft tissues, followed by retroperitoneum, visceral organs, and the bone. Head and neck region may harbor a few with a predilection for the orbit and sinonasal tract, oral cavity, and rarely the salivary glands. The parotid gland is most involved among all salivary glands. Overall, SFT in salivary glands is rare and mostly seen as a primary tumor. The occurrence of metastasis to the parotid gland is exceedingly uncommon. We present cytological findings of SFT, metastatic to the parotid gland in a young 31-year-old lady where the diagnosis was confirmed with the help of immunocytochemistry (ICC) on the cell block. The smears were highly cellular and showed predominantly discrete round to oval tumor cells with mild pleomorphism, coarse chromatin, inconspicuous nucleoli, and scanty cytoplasm. Mitosis and focal areas of necrosis were noted. Lymphoglandular bodies were absent ruling out a non-Hodgkin lymphoma. Features were of a poorly differentiated malignant tumor with differentials being sarcoma, myoepithelial carcinoma, and carcinoma ex-pleomorphic adenoma. A panel of ICC was done and positivity for signal transducer and activator of transcription 6 (STAT6) helped in clinching the correct diagnosis of SFT.


Assuntos
Carcinoma , Neoplasias Parotídeas , Tumores Fibrosos Solitários , Feminino , Humanos , Adulto , Glândula Parótida/patologia , Neoplasias Parotídeas/diagnóstico , Neoplasias Parotídeas/patologia , Imuno-Histoquímica , Tumores Fibrosos Solitários/diagnóstico , Tumores Fibrosos Solitários/patologia , Carcinoma/patologia
12.
Diagn Cytopathol ; 51(12): E342-E344, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37650316

RESUMO

Juvenile granulosa cell tumor (JGCT) is an uncommon ovarian tumor. There are only a few cases in the literature that depict the cytomorphology of JGCT at the primary/metastatic site. We described the fine-needle aspiration cytology of a recurrent metastatic JGCT of the anterior abdominal wall, 5 years post-surgery (total abdominal hysterectomy with bilateral salpingo-oophorectomy).


Assuntos
Parede Abdominal , Tumor de Células da Granulosa , Neoplasias Ovarianas , Feminino , Humanos , Tumor de Células da Granulosa/cirurgia , Parede Abdominal/patologia , Neoplasias Ovarianas/patologia , Histerectomia , Biópsia por Agulha Fina
13.
Diagn Pathol ; 18(1): 93, 2023 Aug 10.
Artigo em Inglês | MEDLINE | ID: mdl-37563607

RESUMO

BACKGROUND: Cancer progression can be promoted by chronic inflammation. Local immune response may be associated with favourable or unfavourable prognosis of Papillary Thyroid Carcinoma (PTC). Regulatory T (Treg) cells and T helper 17 (Th17) cells exert opposing function and their balance may have a vital role in promotion of tumor growth. Treg cells in tumor microenvironment (TME) may promote tumor progression and reduced survival of patients. Whereas, Th17 cells can promote or inhibit tumor progression depending on phenotypic characteristics of tumor. In this study, we aimed to analyse the kind of immune response developed and its prognostic impact in future therapeutics. METHODS: Cytometric Bead Array (CBA) analysis of pro and anti-inflammatory cytokines (IFN-gamma, IL-2, IL-6, IL-17 A, TNF-alpha and IL-4, IL-10) was done in 15 PTC irrespective of Lymphocytic Thyroiditis (LT) and 16 Hashimoto's Thyroiditis (HT) cases. Immunohistochemical expression of FoxP3 and IL-17 A was studied in 27 cases of PTC with LT. Whereas, quantitative gene expression of both was analysed in 10 cases. RESULTS: All the pro-inflammatory cytokines showed mild elevation in PTC with LT. On IHC, IL-17 A expression was observed in 74% PTC with LT. Whereas, FoxP3 was present in only 40% cases. Also, IL-17 A expression was significantly associated with age group (> 45 years), tumor size ≤ 1 cm and disease progression. CONCLUSIONS: Increased expression of cytokines suggested correlation between inflammatory factors and progression of thyroid tumors. Along with this, the balance between IL-17 A and FoxP3 may play an important role in PTC development, prognosis and future management.


Assuntos
Carcinoma Papilar , Fatores de Transcrição Forkhead , Doença de Hashimoto , Interleucina-17 , Neoplasias da Glândula Tireoide , Humanos , Pessoa de Meia-Idade , Citocinas , Progressão da Doença , Fatores de Transcrição Forkhead/metabolismo , Interleucina-17/metabolismo , Câncer Papilífero da Tireoide/patologia , Neoplasias da Glândula Tireoide/patologia , Microambiente Tumoral
15.
Diagn Cytopathol ; 51(10): 646-653, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-37452481

RESUMO

BACKGROUND: Testicular malignancy is the most common solid organ cancer occurring in young men. The most common testicular malignancy is germ cell tumor. Extragonadal malignancies such as lymphomas are rare. Testicular fine-needle aspiration cytology (FNAC) in cancer is a bit controversial amidst fear of tumor seeding along the needle tract. Nevertheless, its largely safe, cost-effective technique providing a quick and fairly reliable diagnosis. METHODS: A retrospective analysis of testicular malignancies on FNAC over a period of 9 years with cyto-histological correlation wherever possible was carried out. FNAC slides and cell blocks with immunocytochemistry wherever done were retrieved. RESULTS: A total of 74 cases were obtained. The age ranged from 1 year to 65 years. Infiltration by leukemia was the most common malignancy detected in pediatric population, while germ cell tumors were common amongst young adults and middle-aged men. In elderly, metastatic carcinoma, infiltration by lymphoma were identified. On FNAC, 38 cases were of leukemic infiltration, 27 of germ cell tumors (subtyped as mixed germ cell tumors-15 cases, seminoma-11 cases, and yolk sac tumor-1 case) with two cases each of non-Hodgkin lymphoma, Leydig cell tumor, metastatic adenocarcinoma, and one case each of metastatic small cell carcinoma, rhabdomyosarcoma, and malignant neoplasm. Histological correlation was available in 15/74 cases. Only 3 cases were discordant. Seeding of tumor along the needle tract was not seen. CONCLUSION: The current study deciphers the cytological spectrum of testicular malignancies on FNAC and highlights its importance as a reliable modality for a prompt diagnosis of testicular tumors guiding patient management.


Assuntos
Linfoma não Hodgkin , Neoplasias Embrionárias de Células Germinativas , Neoplasias Testiculares , Masculino , Idoso , Pessoa de Meia-Idade , Adulto Jovem , Humanos , Criança , Lactente , Estudos Retrospectivos
16.
Cytopathology ; 34(6): 634-635, 2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-37455420

RESUMO

Large atypical cells in cerebrospinal fluid in a patient with earache and vertigo. In this Enigma Portal case, we described uncommon cerebrospinal fluid findings in a case of vertigo and earache in a 40-year-old man.


Assuntos
Citodiagnóstico , Dor de Orelha , Masculino , Humanos , Adulto , Técnicas Citológicas , Vertigem/diagnóstico
17.
Diagn Cytopathol ; 51(11): E301-E307, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37496195

RESUMO

Pilomatrixoma is a relatively rare benign skin appendageal tumor, often presenting in the pediatric age group as a nodular lesion and most commonly involving the head and neck, making it amenable to primary fine needle aspiration (FNA) diagnosis. We report the clinical and histopathological findings of two cases of pilomatrixoma in children, both of which were initially misdiagnosed as small round blue cell tumors due to high cellularity and misinterpretation of the proliferating basaloid cells. Histopathology revealed basal cell proliferation and mitoses indicating that they were progressive, early lesions. The first case showed membranous positivity for CD99 which prompted a diagnosis of Ewing sarcoma. Awareness of the morphological spectrum including positivity for CD99 and careful evaluation of cell block histology could have averted the misdiagnosis. Pilomatrixoma should be included as an important differential diagnosis when faced with primitive-appearing cells on FNA, especially in children with mass lesions in the head and neck region.


Assuntos
Doenças do Cabelo , Pilomatrixoma , Sarcoma , Neoplasias Cutâneas , Humanos , Criança , Pilomatrixoma/diagnóstico , Pilomatrixoma/patologia , Neoplasias Cutâneas/diagnóstico , Neoplasias Cutâneas/patologia , Biópsia por Agulha Fina , Células Epiteliais/patologia , Diagnóstico Diferencial , Sarcoma/diagnóstico , Doenças do Cabelo/diagnóstico , Doenças do Cabelo/patologia , Antígeno 12E7
18.
Cytojournal ; 20: 14, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37405308

RESUMO

Objectives: Carcinosarcomas (CSs) are rare gynecological neoplasms seen in elderly females. These are composed of malignant epithelial and mesenchymal components, which appear as adenocarcinoma and high-grade sarcoma. Effusions are encountered uncommonly in CS. Material and Methods: The study focuses on the cytomorphology of 10 cases of metastatic CS in effusions. In 6 years, there were 10 (0.45%) cases of metastatic CS in effusion samples out of 2240 malignant effusion samples. The samples were processed by SurePath™ and centrifuge technique. Both May-Grünwald-Giemsa and Papanicolaou stained smears were evaluated for cytomorphological features, and the findings were correlated with subsequent histopathology. Results: The cells were predominantly arranged in ball-like clusters and discretely. The cells had abundant vacuolated cytoplasm and enlarged pleomorphic nuclei. Occasional cases showed scattered spindle cells. The cases were diagnosed as metastatic adenocarcinoma (7/10) and positive for malignant cells (3/10). None of the cases was diagnosed as CS. The primary of these cases was in the uterus (7/10) and ovary (3/10). Conclusion: The cytological evaluation of such effusion samples rarely demonstrates the classical biphasic pattern of these tumors. Mostly, the carcinomatous component is evident, and the sarcomatous element is inapparent and readily missed.

19.
Cancer Cytopathol ; 131(11): 679-692, 2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-37418195

RESUMO

BACKGROUND: After a series of standardized reporting systems in cytopathology, the Sydney system was recently introduced to address the need for reproducibility and standardization in lymph node cytopathology. Since then, the risk of malignancy for the categories of the Sydney system has been explored by several studies, but no studies have yet examined the interobserver reproducibility of the Sydney system. METHODS: The authors assessed interobserver reproducibility of the Sydney system on 85 lymph node fine-needle aspiration cytology cases reviewed by 15 cytopathologists from 12 institutions in eight different countries, resulting in 1275 diagnoses. In total, 186 slides stained with Diff-Quik, Papanicolaou, and immunocytochemistry were scanned. A subset of the cases included clinical data and results from ultrasound examinations, flow cytometry immunophenotyping, and fluorescence in situ hybridization analysis. The study participants assessed the cases digitally using whole-slide images. RESULTS: Overall, the authors observed an almost perfect agreement of cytopathologists with the ground truth (median weighted Cohen κ = 0.887; interquartile range, κ = 0.210) and moderate overall interobserver concordance (Fleiss κ = 0.476). There was substantial agreement for the inadequate and malignant categories (κ = 0.794 and κ = 0.729, respectively), moderate agreement for the benign category (κ = 0.490), and very slight agreement for the suspicious (κ = 0.104) and atypical (κ = 0.075) categories. CONCLUSIONS: The Sydney system for reporting lymph node cytopathology shows adequate interobserver concordance. Digital microscopy is an adequate means to assess lymph node cytopathology specimens.


Assuntos
Neoplasias , Humanos , Reprodutibilidade dos Testes , Hibridização in Situ Fluorescente , Neoplasias/patologia , Citodiagnóstico/métodos , Linfonodos/diagnóstico por imagem , Linfonodos/patologia
20.
Cytopathology ; 34(5): 466-471, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37350108

RESUMO

AIM: To evaluate the application of an artificial neural network in the detection of malignant cells in effusion samples. MATERIALS AND METHODS: In this retrospective study, we selected 90 cases of effusion cytology samples over 2 years. There were 52 cases of metastatic adenocarcinoma and 38 benign effusion samples. In each case, an average of five microphotographs from the representative areas were taken at 40× magnification from Papanicolaou-stained samples. A total of 492 images were obtained from these 90 cases. We applied a deep convolutional neural network (DCNN) model to identify malignant cells in the cytology images of effusion cytology smears. The training was performed for 15 epochs. The model consisted of 783 layers with 188 convolution-max pool layers in between. RESULTS: In the test set, the DCNN model correctly identified 54 of 56 images of benign samples and 49 out of 56 images of malignant samples. It showed 88% sensitivity, 96% specificity and 96% positive predictive value in the screening of malignant cases in effusion. The area under the receiver operating curve was 0.92. CONCLUSION: DCNN is a unique technology that can detect malignant cells from cytological images. The model works rapidly and there is no bias in cell selection or feature extraction. The present DCNN model is promising and can have a significant impact on the diagnosis of malignancy in cytology.


Assuntos
Aprendizado Profundo , Neoplasias , Humanos , Estudos Retrospectivos , Sensibilidade e Especificidade , Redes Neurais de Computação , Neoplasias/diagnóstico
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