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Blastemal Tumours: Cytological Features and the Usefulness of Fine Needle Aspiration. 母质肿瘤:细胞学特征和细针穿刺的用处。
IF 1.7 4区 医学 Q3 PATHOLOGY Pub Date : 2025-12-05 DOI: 10.1159/000549899
Pawel Gajdzis, Jerzy Klijanienko

Background: Blastemal tumours are quite frequent malignancies in childhood. In many oncological centres, fine needle aspiration is a part of the specific diagnostic procedure. In this review, the cytological features of the most common entities - i.e., neuroblastic tumours, nephroblastomas, retinoblastomas, and hepatoblastomas - are covered.

Summary: Blastemal tumours are composed of blastemal cells, which are frequently rounded or oval. This morphological similarity among different entities requires detailed clinical and radiological information for accurate diagnosis. Cytological specimens play a crucial role, especially when histological specimens are not available or in cases where a prompt initiation of treatment is needed.

Key messages: Cytological smears are highly cellular and show specific patterns for accurate histological typing. The hypercellularity of cytological specimen allows for the use of high-quality material for ancillary techniques, which are important for assessing several prognostic factors.

背景:胚质肿瘤是儿童期常见的恶性肿瘤。在许多肿瘤中心,细针穿刺是特定诊断程序的一部分。本文综述了神经母细胞瘤、肾母细胞瘤、视网膜母细胞瘤和肝母细胞瘤等最常见肿瘤的细胞学特征。囊胚肿瘤由囊胚细胞组成,通常为圆形或椭圆形。不同实体之间的这种形态相似性需要详细的临床和放射学信息才能准确诊断。细胞学标本起着至关重要的作用,特别是在没有组织学标本或需要立即开始治疗的情况下。细胞学涂片是高度细胞化的,并显示准确的组织学分型的特定模式。细胞学标本的高细胞性允许使用高质量的辅助技术材料,这对评估几个预后因素很重要。
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引用次数: 0
Cytological Assessment of Paediatric Breast Lesions: A Systematic Review. 儿科乳腺病变的细胞学评估:系统综述。
IF 1.7 4区 医学 Q3 PATHOLOGY Pub Date : 2025-12-04 DOI: 10.1159/000549243
Ana Elisa Teles, Fernando C Schmitt

Introduction: Paediatric breast lesions are rare and mostly benign. Despite their benign nature, the presence of these lesions in this population often raises concerns. Fine-needle aspiration biopsy (FNAB) offers a minimally invasive, though its application in paediatric populations remains debated due to interpretative challenges. This systematic review aims to assess the utility, limitations, and diagnostic performance of FNAB in the evaluation of paediatric breast lesions.

Methods: A systematic search was performed in PubMed for articles published from January 2014 to February 2025. Non-humans and non-English language reports were excluded. Based on title and abstract screening, 25 articles were selected, and 13 additional articles were retrieved through reference list, yielding a total of 38 studies for qualitative analysis. Data were manually extracted and synthesized.

Results: Benign lesions represented the majority of cases, with fibroadenomas being the most frequent (65%-95%), followed by benign phyllodes tumours, hamartomas, tubular adenomas, pseudoangiomatous stromal hyperplasia (PASH), and cystic lesions. Malignant lesions were rare and included metastatic tumours, malignant phyllodes tumours, secretory carcinoma, and primary breast sarcomas. FNAB demonstrated high diagnostic accuracy for benign lesions but showed limitations in distinguishing benign from malignant tumours. ROSE was identified as a valuable adjunct, improving sample adequacy, reducing the rate of inconclusive results, and enhancing diagnostic reliability.

Conclusion: FNAB is an effective first-line diagnostic modality for paediatric breast lesions, offering high accuracy for benign conditions. However, limitations exist in discriminating borderline and malignant lesions, warranting correlation with clinical, radiological findings, and, in some cases, core biopsy confirmation. The integration of ROSE enhances FNAB diagnostic yield and may further refine management strategies. A multidisciplinary approach remains essential to ensure optimal, minimally invasive care for paediatric patients.

儿童乳腺病变是罕见的,大多是良性的。尽管它们是良性的,但这些病变在这一人群中的存在经常引起人们的关注。细针穿刺活检(FNAB)提供了一种微创的方法,尽管由于解释上的挑战,其在儿科人群中的应用仍存在争议。本系统综述旨在评估FNAB在儿科乳腺病变评估中的效用、局限性和诊断性能。方法:系统检索PubMed中2014年1月至2025年2月发表的文章。非人类和非英语语言的报告被排除在外。通过题目和摘要筛选,选取25篇文章,通过参考文献列表检索13篇文章,共38篇研究进行定性分析。人工提取和合成数据。结果:良性病变占多数,以纤维腺瘤最常见(65%-95%),其次为良性叶状瘤、错构瘤、管状腺瘤、假性血管瘤间质增生(PASH)和囊性病变。恶性病变罕见,包括转移瘤、恶性叶状瘤、分泌性癌和原发性乳腺肉瘤。FNAB对良性病变具有较高的诊断准确性,但在区分良性肿瘤和恶性肿瘤方面存在局限性。ROSE被认为是一种有价值的辅助手段,提高了样本充分性,降低了不确定结果的发生率,提高了诊断的可靠性。结论:FNAB是一种有效的儿科乳腺病变一线诊断方法,对良性病变具有较高的准确性。然而,在区分交界性和恶性病变方面存在局限性,需要与临床、放射学检查结果相关联,在某些情况下,需要核心活检确认。ROSE的整合提高了FNAB的诊断率,并可能进一步完善管理策略。多学科的方法仍然是必不可少的,以确保最佳的,微创护理儿科患者。
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引用次数: 0
Cytological Features of Spindle Cell Lesions of the Head and Neck and Review of the Literature. 头颈部梭形细胞病变的细胞学特征及文献复习。
IF 1.7 4区 医学 Q3 PATHOLOGY Pub Date : 2025-11-27 DOI: 10.1159/000549796
Kıvılcım Eren Ateş, Aysun Hatice Uğuz, Ivana Kholová, Aslı Aydoğdu Yeşiloğlu, Gülfiliz Gönlüşen, Hatice Elmas

Introduction: Spindle cell lesions in the head and neck often mimic sarcomas but may include a wide range of benign and malignant entities. Fine-needle aspiration (FNA) is a minimally invasive method used to evaluate such lesions, though cytological interpretation can be challenging due to overlapping features.

Methods: This retrospective study included 12 primary spindle cell lesions of the head and neck, selected based on inclusion/exclusion criteria. Papanicolaou and May-Grünwald-Giemsa stains were used for smear evaluation. Cell blocks were prepared, and cytological diagnoses were compared with histopathological outcomes.

Results: The 12 cases were diagnosed as follows: nodular fasciitis (n = 2), schwannoma (n = 2), malignant peripheral nerve sheath tumor (n = 1), leiomyosarcoma (n = 1), liposarcoma (n = 1), rhabdomyosarcoma (n = 1), osteosarcoma (n = 3), and chondroblastoma (n = 1). Cytological features showed moderate correlation with final histology.

Conclusion: FNA is a valuable, cost-effective tool for evaluating spindle cell lesions in the head and neck. While morphological overlap poses diagnostic limitations, ancillary techniques and molecular studies enhance its accuracy and clinical utility.

头部和颈部的梭形细胞病变通常类似于肉瘤,但可能包括广泛的良性和恶性实体。细针穿刺(FNA)是一种用于评估此类病变的微创方法,尽管由于重叠的特征,细胞学解释可能具有挑战性。方法:本回顾性研究包括12例头颈部原发梭形细胞病变,根据纳入/排除标准进行选择。使用Papanicolaou和may - grind - giemsa染色进行涂片评估。制备细胞块,并将细胞学诊断与组织病理学结果进行比较。结果:12例确诊为结节性筋膜炎(2例)、神经鞘瘤(2例)、周围神经鞘恶性肿瘤(1例)、平滑肌肉瘤(1例)、脂肪肉瘤(1例)、横纹肌肉瘤(1例)、骨肉瘤(3例)、成软骨细胞瘤(1例)。细胞学特征与最终组织学有中度相关性。结论:FNA是评估头颈部梭形细胞病变的一种有价值的、经济的工具。虽然形态重叠造成诊断限制,辅助技术和分子研究提高其准确性和临床效用。
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引用次数: 0
Cytological Features of Metastatic Clear Cell Renal Cell Carcinoma Diagnosed on Cytology: A Single-Center Experience with Literature Review. 细胞学诊断的转移性透明细胞肾细胞癌的细胞学特征:单中心经验和文献综述。
IF 1.7 4区 医学 Q3 PATHOLOGY Pub Date : 2025-11-26 DOI: 10.1159/000549506
Isabella Sorice, Anna Maria Carillo, Maria Salatiello, Pasquale Pisapia, Elena Vigliar, Giancarlo Troncone, Claudio Bellevicine

Introduction: Renal cell carcinoma frequently metastasizes to multiple sites, which often poses significant diagnostic challenges, particularly when the primary tumor is unknown or occult. This retrospective study analyzed 43 fine-needle aspiration (FNA) cases of metastatic ccRCC from a single institution to characterize metastatic patterns and evaluate the diagnostic utility of cytology combined with immunocytochemistry.

Methods: We retrospectively reviewed FNA cases diagnosed as metastatic RCC from January 2003 to December 2024. Cytopathological evaluation included cellularity, architectural patterns, cytoplasmic and nuclear features, background elements, and immunocytochemical analysis when available.

Results: Cytology demonstrated excellent diagnostic performance. The majority of cases were reported as malignant (91%), while the remaining 9% were classified as suspicious for malignancy or atypia of undetermined significance. Notably, in 42% of cases, FNA established the initial diagnosis of RCC, highlighting its value in detecting occult primary tumors. Diagnostic accuracy relied on cytomorphologic evaluation, complemented by immunocytochemical profiling, which was performed on cell blocks in 60.4% of cases.

Conclusion: Key markers such as PAX8, CD10, and RCCma were critical in confirming renal origin and differentiating ccRCC from morphologically similar neoplasms in each organ. FNA cytology, corroborated by focused immunocytochemistry, plays a key role in diagnosing metastatic ccRCC, particularly when the presentation is uncommon or the primary tumor is hidden. This integrated method supports effective clinical management, avoiding unnecessary surgery in cases that may benefit from systemic therapy.

导言:肾细胞癌经常转移到多个部位,这通常给诊断带来重大挑战,特别是当原发肿瘤未知或隐匿时。本回顾性研究分析了来自同一机构的43例细针穿刺(FNA)转移性ccRCC病例,以表征转移模式并评估细胞学与免疫细胞化学相结合的诊断价值。材料和方法:我们回顾性分析了2003年1月至2024年12月诊断为转移性RCC的FNA病例。细胞病理学评估包括细胞结构、结构模式、细胞质和核特征、背景元素以及可用的免疫细胞化学分析。结果:细胞学表现出良好的诊断性能。大多数病例报告为恶性(91%),而剩余的9%被归类为可疑恶性(SFM)或不确定意义的异型(AUS)。值得注意的是,在42%的病例中,FNA建立了RCC的初步诊断,突出了其在检测隐匿原发肿瘤方面的价值。诊断准确性依赖于细胞形态学评估,辅以免疫细胞化学分析,60.4%的病例在细胞块上进行了免疫细胞化学分析。讨论:关键标志物如PAX8、CD10和RCCma在确认肾源性和将ccRCC与各器官形态相似的肿瘤区分开来方面至关重要。结论:FNA细胞学检查与聚焦免疫细胞化学证实,在诊断转移性ccRCC中起关键作用,特别是当表现不常见或原发肿瘤隐藏时。这种综合方法支持有效的临床管理,避免了可能受益于全身治疗的病例不必要的手术。
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引用次数: 0
Liquid-Based Oral Brush Cytology: Evaluation of Two Artificial Intelligence Models in Papanicolaou and Silver-Stained Nucleolar Organizer Region Analyses. 液体口腔刷细胞学:两种人工智能模型在Papanicolaou和银染色核仁组织区(AgNOR)分析中的评价。
IF 1.7 4区 医学 Q3 PATHOLOGY Pub Date : 2025-11-21 DOI: 10.1159/000549618
Ana Laura Ferrares Espinosa, Igor Cavalcante Guedes, Nathalia Baldicera Lopes, Erick Souza Pedraça, Gisele Schuler Piccoli, Roane Lemos da Silva, Tatiana Wannmacher Lepper, Natália Batista Daroit, Fernanda Visioli, Manuel M Oliveira, Pantelis Varvaki Rados

Introduction: Oral squamous cell carcinoma (OSCC) is the most prevalent oral malignant neoplasm. Cytopathology may represent an important tool in the screening of OSCC, and liquid-based oral brush cytology (LBOBC) has been widely studied because of its clearer cell sample results. These cytopathological analyses could be more efficient with the aid of artificial intelligence. The objective of this study was to analyze the effectiveness of two AI models (Papanicolaou and AgNOR Slide Image Examiners) in LBOBC analyses.

Methods: Two human evaluators and the AI models performed cell maturation pattern analysis and mean nucleolar organizer region (NOR) per nucleus count in Papanicolaou and silver-stained nucleolar organizer region (AgNOR) oral cytopathological samples of 20 individuals, respectively. Inter-evaluator agreement was evaluated by kappa and intraclass correlation coefficient. Chi-square and Wilcoxon matched-pairs/Friedman tests analyzed differences between the conventional and LBOBC methods and among evaluators.

Results: Kappa between the Papanicolaou AI model and each human researcher was substantial (k = 0.69) for the conventional method and moderate for the LBOBC (k = 0.55-0.53. There were statistical differences in the cellular type analysis between cytology methods and among evaluators (p < 0.001). The automated AgNOR model showed an excellent/highly good agreement with human evaluators for NOR count in both cytology methods, with and without bounding boxes. There was no statistical difference in the NOR count between methods (p > 0.05). In the conventional method, there were differences among evaluators (p < 0.05); in the LBOBC, there were not (p > 0.05).

Conclusion: The AgNOR automated model is reliable when assessing NOR count in oral samples processed by different cytological methods, when compared to the human analysis. The Papanicolaou model still needs more training with LBOBC samples.

口腔鳞状细胞癌(Oral squamous cell carcinoma, OSCC)是最常见的口腔恶性肿瘤。细胞病理学可能是OSCC筛查的重要工具,液体口腔刷细胞学(liquid-based oral brush cytoology, LBOBC)因其更清晰的细胞样本结果而被广泛研究。在人工智能(AI)的帮助下,这些细胞病理学分析可能会更有效。本研究的目的是分析两种人工智能模型(Papanicolaou和AgNOR滑动图像检查器)在LBOBC分析中的有效性。方法:两名人类评估者和人工智能模型分别对20例个体的Papanicolaou和银染色核仁组织区(AgNOR)口腔细胞病理学样本进行细胞成熟模式分析和每核平均核仁组织区(NOR)计数。评价者间一致性采用kappa和类内相关系数(ICC)进行评价。卡方和Wilcoxon配对对/Friedman检验分析了传统方法和LBOBC方法之间以及评估者之间的差异。结果:Papanicolaou人工智能模型与每个人类研究人员之间的Kappa对于传统方法来说是相当大的(k = 0.69),对于LBOBC来说是中等的(k = 0.55-0.53)。细胞学方法和评估者之间的细胞类型分析有统计学差异(p < 0.001)。自动AgNOR模型在两种细胞学方法中,无论是否有边界框,都与人类评估者的NOR计数显示出极好的/高度一致。两种方法的NOR计数比较,差异无统计学意义(p < 0.05)。在常规方法中,评价者间差异有统计学意义(p < 0.05);LBOBC无差异(p < 0.05)。结论:与人体分析相比,AgNOR自动化模型在评估经不同细胞学方法处理的口腔样本中的NOR计数时是可靠的。Papanicolaou模型仍然需要更多的LBOBC样本训练。
{"title":"Liquid-Based Oral Brush Cytology: Evaluation of Two Artificial Intelligence Models in Papanicolaou and Silver-Stained Nucleolar Organizer Region Analyses.","authors":"Ana Laura Ferrares Espinosa, Igor Cavalcante Guedes, Nathalia Baldicera Lopes, Erick Souza Pedraça, Gisele Schuler Piccoli, Roane Lemos da Silva, Tatiana Wannmacher Lepper, Natália Batista Daroit, Fernanda Visioli, Manuel M Oliveira, Pantelis Varvaki Rados","doi":"10.1159/000549618","DOIUrl":"10.1159/000549618","url":null,"abstract":"<p><strong>Introduction: </strong>Oral squamous cell carcinoma (OSCC) is the most prevalent oral malignant neoplasm. Cytopathology may represent an important tool in the screening of OSCC, and liquid-based oral brush cytology (LBOBC) has been widely studied because of its clearer cell sample results. These cytopathological analyses could be more efficient with the aid of artificial intelligence. The objective of this study was to analyze the effectiveness of two AI models (Papanicolaou and AgNOR Slide Image Examiners) in LBOBC analyses.</p><p><strong>Methods: </strong>Two human evaluators and the AI models performed cell maturation pattern analysis and mean nucleolar organizer region (NOR) per nucleus count in Papanicolaou and silver-stained nucleolar organizer region (AgNOR) oral cytopathological samples of 20 individuals, respectively. Inter-evaluator agreement was evaluated by kappa and intraclass correlation coefficient. Chi-square and Wilcoxon matched-pairs/Friedman tests analyzed differences between the conventional and LBOBC methods and among evaluators.</p><p><strong>Results: </strong>Kappa between the Papanicolaou AI model and each human researcher was substantial (k = 0.69) for the conventional method and moderate for the LBOBC (k = 0.55-0.53. There were statistical differences in the cellular type analysis between cytology methods and among evaluators (p < 0.001). The automated AgNOR model showed an excellent/highly good agreement with human evaluators for NOR count in both cytology methods, with and without bounding boxes. There was no statistical difference in the NOR count between methods (p > 0.05). In the conventional method, there were differences among evaluators (p < 0.05); in the LBOBC, there were not (p > 0.05).</p><p><strong>Conclusion: </strong>The AgNOR automated model is reliable when assessing NOR count in oral samples processed by different cytological methods, when compared to the human analysis. The Papanicolaou model still needs more training with LBOBC samples.</p>","PeriodicalId":6959,"journal":{"name":"Acta Cytologica","volume":" ","pages":"1-13"},"PeriodicalIF":1.7,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145572769","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Diagnostic Performance of Adrenal Gland Cytology following the World Health Organization Standardized Categories: Systematic Review and Meta-Analysis. 遵循世界卫生组织(WHO)标准化分类的肾上腺细胞学诊断性能——系统评价和荟萃分析。
IF 1.7 4区 医学 Q3 PATHOLOGY Pub Date : 2025-11-20 DOI: 10.1159/000549667
Jitendra Singh Nigam, Jyotsna Naresh Bharti, Immanuel Pradeep, Ashutosh Rath

Introduction: Fine-needle aspiration cytology (FNAC) reporting systems for adrenal gland cytology lack global uniformity. Implementing a standardized global reporting system would improve diagnostic accuracy, risk assessment, clinical communication, and uniformity in adrenal gland cytology practices worldwide. The current systematic review and meta-analysis aimed to assess the proposed WHO-standardized reporting categories for adrenal gland cytology and evaluate the role of FNAC in adrenal lesion diagnosis.

Material and methods: A comprehensive search was conducted in PubMed, Scopus, and Embase databases up to June 2024. Studies with more than 15 patients were included. The QUADAS-2 tool was employed for quality assessment of the selected studies. Heterogeneity and publication bias among the studies were also evaluated. Cytological categories were recategorized according to the proposed WHO reporting system. Pooled sensitivity, specificity, and risk of malignancy (ROM) ranges for each cytological category were calculated.

Results: Fifteen studies met the inclusion criteria. Pooled diagnostic performance across studies showed high sensitivity (92.2%) and high specificity (99.5%). Heterogeneity and publication bias were low. Range and pooled ROM across cytology categories were as follows: inadequate/nondiagnostic/unsatisfactory - 0% to 100% (18%), benign - 0% to 14.7% (3.7%), atypical category - 0% to 50% (46.2%), "suspicious for malignancy" - 0% to 100% (76.5%), and malignant category - 94.4% to 100% (99.6%).

Conclusion: High sensitivity and specificity, as well as ROM values across categories, demonstrate that the proposed WHO cytological categories offer reliable risk stratification for adrenal lesions, supporting accurate diagnosis and treatment decisions. The low heterogeneity and minimal publication bias ensure that the findings are applicable across various clinical settings and patient populations.

肾上腺细胞学的细针穿刺细胞学(FNAC)报告系统缺乏全球一致性。实施标准化的全球报告系统将提高诊断准确性、风险评估、临床交流和全球肾上腺细胞学实践的统一性。当前的系统回顾和荟萃分析旨在评估WHO建议的肾上腺细胞学标准化报告类别,并评估FNAC在肾上腺病变诊断中的作用。材料和方法:综合检索PubMed、Scopus和Embase数据库,截止到2024年6月。纳入了超过15例患者的研究。采用QUADAS-2工具对所选研究进行质量评估。对研究的异质性和发表偏倚也进行了评价。根据拟议的世卫组织报告制度对细胞学分类进行了重新分类。计算每个细胞学分类的敏感性、特异性和恶性肿瘤风险(ROM)范围。结果:15项研究符合纳入标准。所有研究的综合诊断表现显示高敏感性(92.2%)和高特异性(99.5%)。异质性和发表偏倚较低。细胞学分类的范围和汇总ROM为:不充分/非诊断性/不满意- 0%至100%(18%),良性- 0%至14.7%(3.7%),非典型- 0%至50%(46.2%),“可疑恶性”- 0%至100%(76.5%),恶性- 94.4%至100%(99.6%)。高灵敏度和特异性以及跨类别的ROM值表明,拟议的世卫组织细胞学分类为肾上腺病变提供了可靠的风险分层,支持准确的诊断和治疗决策。低异质性和最小的发表偏倚确保了研究结果适用于各种临床环境和患者群体。
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引用次数: 0
Special Issue: Cytopathology in Pediatrics. 儿科细胞病理学特刊。
IF 1.7 4区 医学 Q3 PATHOLOGY Pub Date : 2025-11-20 DOI: 10.1159/000549665
Jose Candido Caldeira Xavier-Júnior, Mauro Saieg
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引用次数: 0
DIY Polarization: Validated Low-Cost Alternative for Birefringence in Histological and Cytological Analysis. DIY偏振:在组织学和细胞学分析中双折射验证的低成本选择。
IF 1.7 4区 医学 Q3 PATHOLOGY Pub Date : 2025-11-08 DOI: 10.1159/000549347
Giovanni Antunes Bonin, Wilson Jacob-Filho, Romeu Rodrigues de Souza, Ricardo Aparecido Baptista Nucci

Introduction: Birefringence analysis is an essential tool in both histological and cytological diagnostics, particularly with stains such as picrosirius red for collagen and Congo red for amyloid. However, polarized light microscopy remains limited in many laboratories due to cost and accessibility barriers. We describe a low-cost "do-it-yourself" (DIY) approach using commercial polarizing films to adapt a standard brightfield microscope for birefringence visualization.

Methods: Thirty gastrocnemius muscle sections stained with picrosirius red were analyzed using both a commercial polarized light system and the DIY setup. Quantitative image analysis was performed with ImageJ, and agreement between methods was assessed with ROC curve analysis.

Results: The DIY method achieved an AUC of 0.6252 (p = 0.0309) and 99% inter-observer concordance, demonstrating fair agreement with the commercial system.

Conclusion: This simple, validated method expands access to birefringence-based diagnostics and has potential applications in cytological contexts, such as amyloid detection in fine-needle aspirates and collagen assessment in cytospin preparations.

双折射分析是组织学和细胞学诊断的重要工具,特别是对胶原蛋白的小天狼星红和淀粉样蛋白的刚果红染色。然而,由于成本和可及性的障碍,偏振光显微镜在许多实验室仍然受到限制。我们描述了一种低成本的“自己动手”(DIY)方法,使用商业偏光片来适应标准明场显微镜的双折射可视化。方法:采用商业偏振光系统和自制装置对30块腓肠肌切片进行小天狼星红染色分析。采用ImageJ进行定量图像分析,并采用ROC曲线分析评价方法间的一致性。结果:DIY方法的AUC为0.6252 (p = 0.0309),观察者间一致性达99%,与商业系统基本一致。结论:这种简单、有效的方法扩展了基于双折射的诊断方法,并在细胞学背景下具有潜在的应用,例如细针抽吸中的淀粉样蛋白检测和细胞自旋制剂中的胶原蛋白评估。
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引用次数: 0
Bronchoalveolar Lavage as a Candidate for Artificial Intelligence Integration: Insights into Differential Cell Count and Golde Score Using Conventional Cytology Smears. 支气管肺泡灌洗作为人工智能整合的候选:使用常规细胞学涂片对差异细胞计数和黄金评分的见解。
IF 1.7 4区 医学 Q3 PATHOLOGY Pub Date : 2025-11-04 DOI: 10.1159/000549346
Josua Schaefer, Fabienne Hagmann, Stefan Reinhard, Flordeliza Egli, Marjolein Hofland-Overdevest, Carole Bückelmann, Mladen Kovačević, Jasmin Cordey, Mafalda Trippel, Inti Zlobec, Tereza Losmanová

Introduction: Bronchoalveolar lavage (BAL) brings an important contribution in diagnosing pulmonary diseases. The analysis of standard cell distribution and the assessment of iron-laden macrophages (the Golde score) are integral to standard medical reports. However, the traditional cytological method of manual cell counting is subject to interobserver variability and staining quality issues.

Methods: To address these issues, we trained AI-based algorithms to enhance the accuracy of differentiated cell counts of macrophages, lymphocytes, neutrophils, eosinophils, ciliated cells, and squamous cells as well as the Golde score, which assesses the hemosiderin content in macrophages. For this purpose, we assembled an internal sample cohort with 16 Hemacolor, 16 Papanicolaou, and 5 iron-stained smears. For validation, we used 10 slides each of Papanicolaou and Hemacolor staining and 5 with iron staining.

Results: The algorithm achieved fair to excellent correlation compared to two cytologists: For Papanicolaou staining, the correlations were macrophages 0.96, lymphocytes 0.98, neutrophil granulocytes 0.99, eosinophils 0.58, ciliated cells 0.61, squamous cells 0.31. In Hemacolor staining the correlations were macrophages 0.97, lymphocytes 0.92, neutrophils 0.99, eosinophils 0.99, ciliated cells 0.58, squamous cells -0.145. The automated Golde score calculation deviated on average by 19 points from the manual evaluation.

Conclusion: The study demonstrates the potential of AI-supported methods for BAL analysis in diagnostic cytology. The high accuracy in recognizing cell types and calculating the Golde score underlines the benefits of expanding the training data for broader clinical applications. Further research is encouraged to support the use of digital cytology on conventional smears in clinical practice.

支气管肺泡灌洗(BAL)对肺部疾病的诊断有重要贡献。标准细胞分布的分析和含铁巨噬细胞的评估(黄金评分)是标准医学报告的组成部分。然而,手工细胞计数的传统细胞学方法受到观察者之间的差异和染色质量问题的影响。方法:为了解决这些问题,我们训练了基于人工智能的算法,以提高巨噬细胞、淋巴细胞、中性粒细胞、嗜酸性粒细胞、纤毛细胞和鳞状细胞的分化细胞计数以及评估巨噬细胞中含铁血黄素含量的Golde评分的准确性。为此,我们收集了一个内部样本队列,包括16张Hemacolor、16张Papanicolaou和5张铁染涂片。为了验证,我们使用Papanicolaou和Hemacolor染色各10张,铁染色5张。结果:与两种细胞学相比,该算法获得了相当好的相关性:对于Papanicolaou染色,相关性为:巨噬细胞0.96,淋巴细胞0.98,中性粒细胞0.99,嗜酸性粒细胞0.58,纤毛细胞0.61,鳞状细胞0.31。Hemacolor染色:巨噬细胞0.97,淋巴细胞0.92,中性粒细胞0.99,嗜酸性粒细胞0.99,圆柱细胞0.58,鳞状细胞-0.145。自动计算的黄金分数与人工评估的平均偏差为19分。结论:本研究证明了人工智能支持的BAL分析方法在细胞学诊断中的潜力。识别细胞类型和计算Golde分数的高精度强调了将训练数据扩展到更广泛的临床应用的好处。鼓励进一步的研究,以支持在临床实践中使用传统涂片的数字细胞学。
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引用次数: 0
Humidity Conditions Involved in the Formation of Cornflake Artifacts in Papanicolaou Stains. 帕帕尼科劳染色中玉米片伪影形成的湿度条件。
IF 1.7 4区 医学 Q3 PATHOLOGY Pub Date : 2025-10-28 DOI: 10.1159/000549244
Kaori Okayama, Saki Tajima, Yuito Tanaka, Kaisei Ono, Hikaru Shibuya, Makoto Osada, Mizue Oda, Mitsuaki Okodo

Cornflake artifacts that appear in cervical cytology are formed by a poorly dehydrated series of Papanicolaou (Pap) stains and dried before mounting. This study focused on the humidity conditions during Pap staining to investigate the cause of the appearance of cornflake artifacts in Pap smears. One SurePath™ liquid-based cytology cell specimen, diagnosed as negative for intraepithelial lesions or malignancy and human papillomavirus using the uniplex E6/E7 PCR method, was used. The draft humidity was adjusted to 30%, 50%, 70%, and 80%. Subsequently, poorly dehydrated series of Pap staining according to the method was performed. After the last xylene immersion, smears that were not dried and dried after 1, 3, and 5 min were mounted. Cornflake artifacts were not observed in smears that had not been dried and dried for 1 min under any humidity condition. In the smear dried for 3 min before mounting, cornflake artifacts were observed at only 80% humidity, and the ratio of cornflake artifacts to normal squamous cells was 0.04 corn/nsc. The ratios when smears were dried for 5 min before mounting at 30%, 50%, 70%, and 80% humidity were 6.44, 6.80, 6.53, and 1.46 corn/nsc, respectively. This study revealed that the appearance of cornflake artifacts in Pap stains under poor dehydration conditions is related to high humidity.

宫颈细胞学中出现的玉米片伪影是由一系列脱水不良的巴氏染色形成的,并在附着前干燥。本研究主要关注巴氏涂片染色期间的湿度条件,以研究巴氏涂片中玉米片伪影出现的原因。使用一个SurePath™液体细胞学细胞标本,使用单路E6/E7 PCR方法诊断为上皮内病变或恶性肿瘤和人乳头瘤病毒阴性。通风湿度调整为30%、50%、70%、80%。随后,根据该方法进行了一系列不脱水的巴氏染色。在最后一次二甲苯浸泡后,在1,3,5分钟后未干燥和干燥的涂片被安装。在任何湿度条件下未干燥和干燥1分钟的涂片中未观察到玉米片伪影。在安装前干燥3分钟的涂片中,仅在80%的湿度下观察到玉米片伪影,玉米片伪影与正常鳞状细胞的比例为0.04玉米/nsc。在30%、50%、70%和80%的湿度条件下,涂片干燥5 min后,其比例分别为6.44、6.80、6.53和1.46玉米/nsc。本研究表明,在脱水条件差的情况下,巴氏染色中玉米片伪影的出现与高湿度有关。
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Acta Cytologica
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