首页 > 最新文献

Acta Cytologica最新文献

英文 中文
The Charactex Protocol for Blood-Derived Cytological Preparation of Nonhematological Cancer. 非血液学肿瘤血源性细胞学制备的特性规程。
IF 1.8 4区 医学 Q3 PATHOLOGY Pub Date : 2023-01-01 DOI: 10.1159/000527904
Natalia Malara, Giuseppe Donato, Francesca Ferrazzo, Nastassia Carmelina Garo, Franco Fulciniti

Introduction: Liquid biopsy, especially when performed by the isolation, expansion, and examination of circulating tumor cells (CTCs) from peripheral blood, has become an innovative and transforming diagnostic tool in Clinical Oncology. The CTCs have already entered the clinical practice as an alternative method to invasive tumor biopsy for detecting postsurgical and/or posttreatment minimal residual disease, to predict cancer recurrence and real-time treatment response. In this context, the retrospective observational project, known as CHARACTEX, has permitted to state that it is possible to exploit blood-based cytologic samples through short-term culture and in vitro CTC expansion.

Methods: This method is based initially on a gradient-sedimentation technique, which impoverishes without completely depriving the obtained sample from the hematological cells, followed by short-term (14 days) in vitro culture and expansion and cytomorphological and flow cytometric analysis to investigate whether the expanded cell population possesses proliferative advantage and fits with criteria, which are consistent to the known primary tumor.

Results: The originality of this method is that, apart from the above exposed criteria, there is no selection bias for the isolation of the cells from peripheral blood (like immunomagnetic bead treatment or preliminary immunocytochemistry), which can potentially introduce some limitation to the cell population under evaluation.

Conclusion: The examination of the expanded cell population obtained by this method is very rewarding for both the pathologist - who can assess multiple tumor-related variables (like immunocytochemistry, flow cytometry of several parameters, and molecular pathology on cell suspensions and cell blocks obtained from them) - and the clinician.

液体活检,特别是通过从外周血中分离、扩增和检查循环肿瘤细胞(ctc)来进行的活检,已经成为临床肿瘤学中一种创新和变革的诊断工具。ctc已经进入临床实践,作为浸润性肿瘤活检的替代方法,用于检测术后和/或治疗后的微小残留疾病,预测癌症复发和实时治疗反应。在这种情况下,回顾性观察项目,被称为characterx,已经允许声明,有可能利用血液为基础的细胞学样本,通过短期培养和体外CTC扩增。方法:该方法首先基于梯度沉降技术,在不完全剥夺血液细胞样本的情况下进行贫困化,然后进行短期(14天)的体外培养和扩增以及细胞形态学和流式细胞术分析,以研究扩增后的细胞群是否具有增殖优势并符合标准,这与已知的原发肿瘤一致。结果:该方法的独创性在于,除了上述暴露标准外,从外周血中分离细胞没有选择偏差(如免疫磁珠治疗或初步免疫细胞化学),这可能会给评估的细胞群带来一些限制。结论:通过这种方法获得的扩增细胞群的检查对病理学家和临床医生都是非常有益的,病理学家可以评估多种肿瘤相关变量(如免疫细胞化学,几个参数的流式细胞术,以及从中获得的细胞悬液和细胞块的分子病理学)。
{"title":"The Charactex Protocol for Blood-Derived Cytological Preparation of Nonhematological Cancer.","authors":"Natalia Malara,&nbsp;Giuseppe Donato,&nbsp;Francesca Ferrazzo,&nbsp;Nastassia Carmelina Garo,&nbsp;Franco Fulciniti","doi":"10.1159/000527904","DOIUrl":"https://doi.org/10.1159/000527904","url":null,"abstract":"<p><strong>Introduction: </strong>Liquid biopsy, especially when performed by the isolation, expansion, and examination of circulating tumor cells (CTCs) from peripheral blood, has become an innovative and transforming diagnostic tool in Clinical Oncology. The CTCs have already entered the clinical practice as an alternative method to invasive tumor biopsy for detecting postsurgical and/or posttreatment minimal residual disease, to predict cancer recurrence and real-time treatment response. In this context, the retrospective observational project, known as CHARACTEX, has permitted to state that it is possible to exploit blood-based cytologic samples through short-term culture and in vitro CTC expansion.</p><p><strong>Methods: </strong>This method is based initially on a gradient-sedimentation technique, which impoverishes without completely depriving the obtained sample from the hematological cells, followed by short-term (14 days) in vitro culture and expansion and cytomorphological and flow cytometric analysis to investigate whether the expanded cell population possesses proliferative advantage and fits with criteria, which are consistent to the known primary tumor.</p><p><strong>Results: </strong>The originality of this method is that, apart from the above exposed criteria, there is no selection bias for the isolation of the cells from peripheral blood (like immunomagnetic bead treatment or preliminary immunocytochemistry), which can potentially introduce some limitation to the cell population under evaluation.</p><p><strong>Conclusion: </strong>The examination of the expanded cell population obtained by this method is very rewarding for both the pathologist - who can assess multiple tumor-related variables (like immunocytochemistry, flow cytometry of several parameters, and molecular pathology on cell suspensions and cell blocks obtained from them) - and the clinician.</p>","PeriodicalId":6959,"journal":{"name":"Acta Cytologica","volume":"67 3","pages":"295-303"},"PeriodicalIF":1.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9584322","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: 1
Application of a Standardized Terminology and Nomenclature for Respiratory Cytology: Experience from a Large Tertiary Respiratory Cancer Centre. 呼吸细胞学标准化术语和命名法的应用:来自大型第三呼吸道癌症中心的经验。
IF 1.8 4区 医学 Q3 PATHOLOGY Pub Date : 2023-01-01 DOI: 10.1159/000527435
Diarmuid O'Connor, Aurelie Fabre, David Gibbons

Introduction: In 2020, the World Health Organization-International Agency for Research on Cancer/International Academy of Cytology (WHO-IARC IAC) joint project was commenced to develop standardized nomenclature and diagnostic criteria in cytopathology internationally. Our institution has been coding all respiratory cytological specimens in a similar fashion for over 10 years. Our aim was to analyse the effectiveness of our respiratory cytology coding system by calculating the estimated risk of malignancy (ROM) and rates of each diagnostic category.

Methods: Over a 2 year period, all endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA), bronchial brushing, bronchial washing, bronchial lavage, and sputum specimens reported at our institution were analysed. For each specimen, the diagnostic code, the relevant indication for each diagnostic procedure, the diagnosis, and the presence or absence of a positive corresponding biopsy were recorded.

Results: In total, 1,432 respiratory cytological specimens from 945 patients over a 2-year period were analysed. 467 specimens were confirmed to be associated with a malignant process. The overall ROM for respiratory cytology specimens was 37.7% for nondiagnostic, 18.1% for benign, 46.7% for atypical, 85.7% for suspicious for malignancy, and 91.9% for malignant. For each diagnostic procedure, the ROM increased from the benign to malignant categories.

Discussion/conclusion: Our ROM rates for overall respiratory cytology specimens and for EBUS-TBNA, bronchial brushing, and bronchial washing specimens separately are concordant with other major international studies. With the WHO-IARC IAC joint project in progress and an international respiratory cytology coding system being developed, our study has the potential to add value by providing indicative ROM rates, which can be used to inform the development of this new classification system. Our rates of diagnostic accuracy are in keeping with international standards, which support the accuracy of our data.

2020年,世界卫生组织-国际癌症研究机构/国际细胞学学会(WHO-IARC IAC)联合项目启动,在国际上制定细胞病理学的标准化命名和诊断标准。十多年来,我们的机构一直以类似的方式对所有呼吸细胞学标本进行编码。我们的目的是通过计算恶性肿瘤(ROM)的估计风险和每个诊断类别的比率来分析我们的呼吸细胞学编码系统的有效性。方法:对我院2年来所有超声引导下的支气管针吸(EBUS-TBNA)、支气管刷洗、支气管清洗、支气管灌洗、痰液标本进行分析。对于每个标本,记录诊断代码、每个诊断程序的相关适应症、诊断结果以及相应活检是否呈阳性。结果:对945例患者2年内共1432份呼吸细胞学标本进行了分析。467例标本被证实与恶性过程有关。呼吸道细胞学标本的总体ROM为:非诊断性37.7%,良性18.1%,非典型46.7%,可疑恶性85.7%,恶性91.9%。对于每一个诊断程序,ROM从良性增加到恶性类别。讨论/结论:我们的呼吸道细胞学标本的总体ROM率和EBUS-TBNA、支气管刷洗和支气管洗涤标本的ROM率分别与其他主要国际研究一致。随着WHO-IARC - IAC联合项目的推进以及国际呼吸细胞学编码系统的开发,我们的研究有可能通过提供指示性ROM率来增加价值,这可用于为这一新的分类系统的开发提供信息。我们的诊断准确率与国际标准保持一致,这支持了我们数据的准确性。
{"title":"Application of a Standardized Terminology and Nomenclature for Respiratory Cytology: Experience from a Large Tertiary Respiratory Cancer Centre.","authors":"Diarmuid O'Connor,&nbsp;Aurelie Fabre,&nbsp;David Gibbons","doi":"10.1159/000527435","DOIUrl":"https://doi.org/10.1159/000527435","url":null,"abstract":"<p><strong>Introduction: </strong>In 2020, the World Health Organization-International Agency for Research on Cancer/International Academy of Cytology (WHO-IARC IAC) joint project was commenced to develop standardized nomenclature and diagnostic criteria in cytopathology internationally. Our institution has been coding all respiratory cytological specimens in a similar fashion for over 10 years. Our aim was to analyse the effectiveness of our respiratory cytology coding system by calculating the estimated risk of malignancy (ROM) and rates of each diagnostic category.</p><p><strong>Methods: </strong>Over a 2 year period, all endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA), bronchial brushing, bronchial washing, bronchial lavage, and sputum specimens reported at our institution were analysed. For each specimen, the diagnostic code, the relevant indication for each diagnostic procedure, the diagnosis, and the presence or absence of a positive corresponding biopsy were recorded.</p><p><strong>Results: </strong>In total, 1,432 respiratory cytological specimens from 945 patients over a 2-year period were analysed. 467 specimens were confirmed to be associated with a malignant process. The overall ROM for respiratory cytology specimens was 37.7% for nondiagnostic, 18.1% for benign, 46.7% for atypical, 85.7% for suspicious for malignancy, and 91.9% for malignant. For each diagnostic procedure, the ROM increased from the benign to malignant categories.</p><p><strong>Discussion/conclusion: </strong>Our ROM rates for overall respiratory cytology specimens and for EBUS-TBNA, bronchial brushing, and bronchial washing specimens separately are concordant with other major international studies. With the WHO-IARC IAC joint project in progress and an international respiratory cytology coding system being developed, our study has the potential to add value by providing indicative ROM rates, which can be used to inform the development of this new classification system. Our rates of diagnostic accuracy are in keeping with international standards, which support the accuracy of our data.</p>","PeriodicalId":6959,"journal":{"name":"Acta Cytologica","volume":"67 1","pages":"46-54"},"PeriodicalIF":1.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10530337","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
Geographic Distribution, Number, and Types of Papers Published in International Cytopathology Journals in the Last 5.5 Years: A Perspective from India. 在过去的5.5年中,国际细胞病理学期刊上发表的论文的地理分布、数量和类型:来自印度的视角。
IF 1.8 4区 医学 Q3 PATHOLOGY Pub Date : 2023-01-01 DOI: 10.1159/000526767
Jeanne Maria Dsouza
{"title":"Geographic Distribution, Number, and Types of Papers Published in International Cytopathology Journals in the Last 5.5 Years: A Perspective from India.","authors":"Jeanne Maria Dsouza","doi":"10.1159/000526767","DOIUrl":"https://doi.org/10.1159/000526767","url":null,"abstract":"","PeriodicalId":6959,"journal":{"name":"Acta Cytologica","volume":"67 1","pages":"100-101"},"PeriodicalIF":1.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10587072","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
Clinical Impact of Fine Needle Aspiration Cytology on Sentinel Node Biopsy after Preoperative Chemotherapy for Core Needle Biopsy-Proven Metastatic Lymph Nodes. 细针穿刺细胞学对经中心针活检证实的转移淋巴结术前化疗后前哨淋巴结活检的临床影响。
IF 1.8 4区 医学 Q3 PATHOLOGY Pub Date : 2023-01-01 DOI: 10.1159/000529721
Rikiya Nakamura, Shouko Hayama, Satoshi Yoshimura, Makiko Itami, Akinobu Araki, Akiko Odaka, Naohito Yamamoto
Introduction: Sentinel node biopsy (SNB) has been increasingly performed for patients with lymph node (LN)-positive (cN1) breast cancer that converted to LN-negative (ycN0) status after neoadjuvant chemotherapy (NAC). This study aimed to clarify the SNB avoidance rates using fine needle aspiration cytology (FNAC) for metastatic LNs after NAC. Methods: This study included 68 patients with cN1 breast cancer undergoing NAC from April 2019 to August 2021. Patients with biopsy-proven metastatic clip-marked LNs (clipped LNs) underwent eight cycles of NAC. Ultrasonography (US) was performed to evaluate the effect of the treatment on the clipped LNs, and FNAC was performed after NAC. Patients with ycN0 status determined using FNAC underwent SNB. Those with positive results for FNAC or SNB underwent axillary LN dissection. Histopathology results and FNA were compared for clipped LNs after NAC. Results: Of the 68 cases, 53 were ycN0 and 15 were clinically positive LNs after NAC (ycN1) on US. Further, 13% (7/53) of all ycN0 and 60% (9/15) of all ycN1 cases showed residual metastasis in the LNs on FNAC. Conclusion: FNAC was diagnostically useful for patients with ycN0 status on US imaging. Using FNAC for LNs after NAC helped avoid unnecessary SNB in 13% of the cases.
前哨淋巴结活检(SNB)越来越多地用于淋巴结(LN)阳性(cN1)乳腺癌患者,这些患者在新辅助化疗(NAC)后转为LN阴性(ycN0)状态。本研究旨在通过细针抽吸细胞学(FNAC)明确NAC后转移性LNs的SNB避免率。方法:本研究纳入了2019年4月至2021年8月接受NAC治疗的68例cN1乳腺癌患者。活检证实的转移性夹子标记的LNs (clipped LNs)患者经历了8个周期的NAC。超声检查(US)评估治疗对夹持的LNs的影响,NAC后行FNAC。使用FNAC确定ycN0状态的患者行SNB。FNAC或SNB阳性的患者行腋窝淋巴结清扫术。比较NAC后剪断的LNs的组织病理学结果和FNA。结果:68例患者中,53例为ycN0, 15例为临床阳性LNs。此外,13%(7/53)的ycN0病例和60%(9/15)的ycN1病例在FNAC的LNs上显示残留转移。结论:FNAC对ycN0患者的超声显像诊断有用。在NAC后使用FNAC可以避免13%的病例出现不必要的SNB。
{"title":"Clinical Impact of Fine Needle Aspiration Cytology on Sentinel Node Biopsy after Preoperative Chemotherapy for Core Needle Biopsy-Proven Metastatic Lymph Nodes.","authors":"Rikiya Nakamura,&nbsp;Shouko Hayama,&nbsp;Satoshi Yoshimura,&nbsp;Makiko Itami,&nbsp;Akinobu Araki,&nbsp;Akiko Odaka,&nbsp;Naohito Yamamoto","doi":"10.1159/000529721","DOIUrl":"https://doi.org/10.1159/000529721","url":null,"abstract":"Introduction: Sentinel node biopsy (SNB) has been increasingly performed for patients with lymph node (LN)-positive (cN1) breast cancer that converted to LN-negative (ycN0) status after neoadjuvant chemotherapy (NAC). This study aimed to clarify the SNB avoidance rates using fine needle aspiration cytology (FNAC) for metastatic LNs after NAC. Methods: This study included 68 patients with cN1 breast cancer undergoing NAC from April 2019 to August 2021. Patients with biopsy-proven metastatic clip-marked LNs (clipped LNs) underwent eight cycles of NAC. Ultrasonography (US) was performed to evaluate the effect of the treatment on the clipped LNs, and FNAC was performed after NAC. Patients with ycN0 status determined using FNAC underwent SNB. Those with positive results for FNAC or SNB underwent axillary LN dissection. Histopathology results and FNA were compared for clipped LNs after NAC. Results: Of the 68 cases, 53 were ycN0 and 15 were clinically positive LNs after NAC (ycN1) on US. Further, 13% (7/53) of all ycN0 and 60% (9/15) of all ycN1 cases showed residual metastasis in the LNs on FNAC. Conclusion: FNAC was diagnostically useful for patients with ycN0 status on US imaging. Using FNAC for LNs after NAC helped avoid unnecessary SNB in 13% of the cases.","PeriodicalId":6959,"journal":{"name":"Acta Cytologica","volume":"67 4","pages":"378-387"},"PeriodicalIF":1.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9932116","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
Discriminant Analysis Using Gabor Filter Sets for Lobular Endocervical Glandular Hyperplasia: Numerical Interpretation of Nuclear Atypia by Gabor Filter Features. 使用Gabor滤波器集对小叶颈内腺增生进行判别分析:用Gabor滤波器特征对核不典型进行数值解释。
IF 1.8 4区 医学 Q3 PATHOLOGY Pub Date : 2023-01-01 Epub Date: 2023-07-27 DOI: 10.1159/000533255
Fumikazu Kimura, Kengo Ohshima, Keiichiro Shirai, Ryo Kanai, Masaki Sonohara, Keiko Ishii

Introduction: Lobular endocervical glandular hyperplasia (LEGH) is a benign lesion; however, it is considered to be the origin of gastric-type adenocarcinoma in the uterine cervix, and early diagnosis is important. At Shinshu University Hospital, screening of LEGH cells is based on the difference in color tone of cytoplasmic mucin on Papanicolaou staining and detection of gastric mucin using HIK1083-labeled latex agglutination assay. However, it is sometimes difficult to distinguish LEGH cells with subtle nuclear atypia from endocervical (EC) cells.

Methods: We calculated the Gabor filter features (mean signal value, standard deviation, skewness, kurtosis) from the nuclei of cytological specimens in EC cells (37 cases) and LEGH cells (33 cases) using microscopic images, and we performed statistical analysis and discriminant analysis by linear support vector machine (LSVM) using these features. A Gabor filter is a linear filter defined as a mathematical representation of the mammalian visual system. Gabor filters with three wavelengths and eight angles were used for analysis.

Results: Gabor filter features in EC cells were higher than in LEGH cells, demonstrating that the gradient of LEGH cell nuclei was milder than that of EC cell nuclei. The accuracy calculated using all Gabor filters was 91.0% and the accuracy of four Gabor filters (λ = 2/3π and θ = 0°, 45°, 90°, 135°) was 88.9%. High accuracy with low computation costs was achieved by reducing the number of features used for LSVM.

Conclusion: The application of a Gabor filter with convolutional processing resulted in the edges of LEGH cells being slightly rough and thick, whereas those of EC cells were fine and thin. Thus, it is thought that the frequency of abrupt gradients of pixels was higher in EC cells than in LEGH cells, and the gradient of chromatin distribution in LEGH cell nuclei was milder than that in EC cell nuclei. It was possible to evaluate nuclear findings of EC and LEGH cells objectively by quantifying morphological features of nuclei using Gabor filters. It was possible to differentiate EC cells from LEGH cells using LSVM using Gabor filter features.

引言:小叶颈内腺增生(LEGH)是一种良性病变;然而,它被认为是子宫颈胃型腺癌的起源,早期诊断很重要。在神树大学医院,LEGH细胞的筛选是基于巴氏染色中细胞质粘蛋白色调的差异,并使用HIK1083标记的乳胶凝集试验检测胃粘蛋白。然而,有时很难区分具有细微核异型性的LEGH细胞和宫颈管(EC)细胞。方法:利用显微图像计算EC细胞(37例)和LEGH细胞(33例)细胞学标本细胞核的Gabor滤波器特征(平均信号值、标准差、偏度、峰度),并利用这些特征通过线性支持向量机(LSVM)进行统计分析和判别分析。Gabor滤波器是一种线性滤波器,定义为哺乳动物视觉系统的数学表示。使用具有三个波长和八个角度的Gabor滤波器进行分析。结果:EC细胞的Gabor滤波器特征高于LEGH细胞,表明LEGH细胞核的梯度比EC细胞核的梯度平缓。使用所有Gabor滤波器计算的精度为91.0%,四个Gabor滤波器(λ=2/3π和θ=0°,45°,90°,135°)的精度为88.9%。通过减少LSVM使用的特征数量,实现了高精度和低计算成本,而EC细胞的细胞是细而薄的。因此,认为EC细胞中像素突变梯度的频率高于LEGH细胞,并且LEGH细胞核中染色质分布的梯度比EC细胞核中的染色质分布梯度温和。通过使用Gabor滤波器量化细胞核的形态学特征,可以客观地评估EC和LEGH细胞的细胞核发现。使用Gabor滤波器特征使用LSVM可以将EC细胞与LEGH细胞区分开来。
{"title":"Discriminant Analysis Using Gabor Filter Sets for Lobular Endocervical Glandular Hyperplasia: Numerical Interpretation of Nuclear Atypia by Gabor Filter Features.","authors":"Fumikazu Kimura,&nbsp;Kengo Ohshima,&nbsp;Keiichiro Shirai,&nbsp;Ryo Kanai,&nbsp;Masaki Sonohara,&nbsp;Keiko Ishii","doi":"10.1159/000533255","DOIUrl":"10.1159/000533255","url":null,"abstract":"<p><strong>Introduction: </strong>Lobular endocervical glandular hyperplasia (LEGH) is a benign lesion; however, it is considered to be the origin of gastric-type adenocarcinoma in the uterine cervix, and early diagnosis is important. At Shinshu University Hospital, screening of LEGH cells is based on the difference in color tone of cytoplasmic mucin on Papanicolaou staining and detection of gastric mucin using HIK1083-labeled latex agglutination assay. However, it is sometimes difficult to distinguish LEGH cells with subtle nuclear atypia from endocervical (EC) cells.</p><p><strong>Methods: </strong>We calculated the Gabor filter features (mean signal value, standard deviation, skewness, kurtosis) from the nuclei of cytological specimens in EC cells (37 cases) and LEGH cells (33 cases) using microscopic images, and we performed statistical analysis and discriminant analysis by linear support vector machine (LSVM) using these features. A Gabor filter is a linear filter defined as a mathematical representation of the mammalian visual system. Gabor filters with three wavelengths and eight angles were used for analysis.</p><p><strong>Results: </strong>Gabor filter features in EC cells were higher than in LEGH cells, demonstrating that the gradient of LEGH cell nuclei was milder than that of EC cell nuclei. The accuracy calculated using all Gabor filters was 91.0% and the accuracy of four Gabor filters (λ = 2/3π and θ = 0°, 45°, 90°, 135°) was 88.9%. High accuracy with low computation costs was achieved by reducing the number of features used for LSVM.</p><p><strong>Conclusion: </strong>The application of a Gabor filter with convolutional processing resulted in the edges of LEGH cells being slightly rough and thick, whereas those of EC cells were fine and thin. Thus, it is thought that the frequency of abrupt gradients of pixels was higher in EC cells than in LEGH cells, and the gradient of chromatin distribution in LEGH cell nuclei was milder than that in EC cell nuclei. It was possible to evaluate nuclear findings of EC and LEGH cells objectively by quantifying morphological features of nuclei using Gabor filters. It was possible to differentiate EC cells from LEGH cells using LSVM using Gabor filter features.</p>","PeriodicalId":6959,"journal":{"name":"Acta Cytologica","volume":" ","pages":"539-549"},"PeriodicalIF":1.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9876800","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
Accuracy and Reproducibility of Cytology Triage in a HPV-Based Primary Screening Setting: A Revision of 384 Pap Tests. 基于HPV的初筛环境中细胞学分型的准确性和再现性:384项巴氏检测的修订。
IF 1.8 4区 医学 Q3 PATHOLOGY Pub Date : 2023-01-01 Epub Date: 2023-09-26 DOI: 10.1159/000534282
Stefania Cannistrà, Francesca Carozzi, Chiara Di Stefano, Marzia Matucci, Giampaolo Pompeo, Giuseppe Gorini, Donella Puliti, Marco Zappa, Cristina Sani, Massimo Confortini

Introduction: After the transition toward the HPV-based screening protocol, which has led to an increase in sensitivity, and in order to bring the specificity back to acceptable values, cytology underwent a change of approach, becoming a triage test. For these reasons, in the Tuscany region (after the recommendations of the GISCi document), it was decided to reduce, as much as possible, the use of ASC-US category in cytology triage, classifying these morphological cases as negative for intraepithelial lesion or malignancies (NILM) or LSIL, basing on the grade of nuclear atypia. So, in Italy, in a cytology triage context (HPV primary screening), a modified Bethesda system (TBS) is currently used. The aim of this study was to evaluate the performance of the review activity of 384 cytology triage cases and of the cervical cancer screening indicators (sensitivity and specificity for CIN2+ lesions) using the TBS 2014 or the modified TBS.

Materials and methods: 384 HPV positive cases at one-year recall (192 with a cytology result of NILM both at baseline and at one-year recall; 192 with a cytology result of NILM at baseline but abnormal at one-year recall), all with a histologically confirmed result (128 CIN2+, 256 ≤ CIN1), were selected, and their baseline Pap tests were reviewed in blind mode by 5 expert cytologists.

Results: The cytological results of NILM were confirmed for 92.5% and 83.8% of cases using TBS 2014 or modified TBS, respectively. 20/128 CIN2+ cases could have been reported at the baseline cytology triage, causing an anticipatory effect and an improvement in sensitivity of the screening protocol at baseline (+15.6%). Using TBS 2014, the number of false positives more than tripled with respect to the modified TBS 2014, with a significant increase in unnecessary colposcopies (+11.4%).

Conclusion: This work demonstrated that a greater expertise of cytologists, acquired during the following 3 years of experience with cytological triage, and a strong IQC system could lead to the identification of a significant number of lesions reported to baseline rather than at one-year recall (diagnostic anticipation).

引言在向基于HPV的筛查方案过渡后,这导致了灵敏度的提高,为了将特异性恢复到可接受的值,细胞学改变了方法,成为了一种分诊测试。出于这些原因,在托斯卡纳地区(根据GISCi文件的建议),决定在细胞学分型中尽可能减少ASC-US类别的使用,根据细胞核异型性的等级将这些形态学病例分类为NILM或LSIL。因此,在意大利,在细胞学分诊(HPV初级筛查)中,目前使用改良的贝塞斯达系统(TBS)。本研究的目的是评估384例细胞学分诊病例的审查活动以及使用TBS 2014或改良TBS的宫颈癌症筛查指标(CIN2+病变的敏感性和特异性)的表现。材料和方法选择384例一年召回时HPV阳性病例(192例基线和一年召回均为NILM细胞学结果;192例基线为NILM,但一年召回异常),所有病例均具有组织学证实结果(128 CIN2+,256≤CIN1),并由5名专业细胞学家以盲模式审查其基线pap测试。结果使用TBS 2014或改良TBS的NILM细胞学结果分别为92.5%和83.8%。在基线细胞学分型时,本可以报告20/128例CIN2+病例,从而在基线时产生预期效果并提高筛查方案的敏感性(+15.6%)。使用TBS 2014,假阳性数量比改良的TBS 2014增加了两倍多,不必要的阴道镜检查显著增加(+111.4%)。讨论/结论这项工作表明,在接下来的三年细胞学分型经验中,细胞学家获得了更多的专业知识,强大的IQC系统可以识别大量报告到基线的病变,而不是一年的召回(诊断预期)。
{"title":"Accuracy and Reproducibility of Cytology Triage in a HPV-Based Primary Screening Setting: A Revision of 384 Pap Tests.","authors":"Stefania Cannistrà, Francesca Carozzi, Chiara Di Stefano, Marzia Matucci, Giampaolo Pompeo, Giuseppe Gorini, Donella Puliti, Marco Zappa, Cristina Sani, Massimo Confortini","doi":"10.1159/000534282","DOIUrl":"10.1159/000534282","url":null,"abstract":"<p><strong>Introduction: </strong>After the transition toward the HPV-based screening protocol, which has led to an increase in sensitivity, and in order to bring the specificity back to acceptable values, cytology underwent a change of approach, becoming a triage test. For these reasons, in the Tuscany region (after the recommendations of the GISCi document), it was decided to reduce, as much as possible, the use of ASC-US category in cytology triage, classifying these morphological cases as negative for intraepithelial lesion or malignancies (NILM) or LSIL, basing on the grade of nuclear atypia. So, in Italy, in a cytology triage context (HPV primary screening), a modified Bethesda system (TBS) is currently used. The aim of this study was to evaluate the performance of the review activity of 384 cytology triage cases and of the cervical cancer screening indicators (sensitivity and specificity for CIN2+ lesions) using the TBS 2014 or the modified TBS.</p><p><strong>Materials and methods: </strong>384 HPV positive cases at one-year recall (192 with a cytology result of NILM both at baseline and at one-year recall; 192 with a cytology result of NILM at baseline but abnormal at one-year recall), all with a histologically confirmed result (128 CIN2+, 256 ≤ CIN1), were selected, and their baseline Pap tests were reviewed in blind mode by 5 expert cytologists.</p><p><strong>Results: </strong>The cytological results of NILM were confirmed for 92.5% and 83.8% of cases using TBS 2014 or modified TBS, respectively. 20/128 CIN2+ cases could have been reported at the baseline cytology triage, causing an anticipatory effect and an improvement in sensitivity of the screening protocol at baseline (+15.6%). Using TBS 2014, the number of false positives more than tripled with respect to the modified TBS 2014, with a significant increase in unnecessary colposcopies (+11.4%).</p><p><strong>Conclusion: </strong>This work demonstrated that a greater expertise of cytologists, acquired during the following 3 years of experience with cytological triage, and a strong IQC system could lead to the identification of a significant number of lesions reported to baseline rather than at one-year recall (diagnostic anticipation).</p>","PeriodicalId":6959,"journal":{"name":"Acta Cytologica","volume":" ","pages":"618-628"},"PeriodicalIF":1.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41104034","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
The Application of the Proposed Sydney System for Reporting Lymph Node Cytopathology: A Five-Year Experience of an Academic Institution in South India. 建议的悉尼系统报告淋巴结细胞病理学的应用:南印度一个学术机构的五年经验。
IF 1.8 4区 医学 Q3 PATHOLOGY Pub Date : 2023-01-01 DOI: 10.1159/000530038
Sakthisankari Shanmugasundaram, Nandhini Bala Balasubramanian, Abinaya Sundari Amirthakatesan

Introduction: Fine needle aspiration biopsy (FNAB) is a routinely used investigation in the evaluation of lymph node pathologies. However, there exists a lack of uniformity in cytopathology reporting owing to the nonavailability of standard guidelines. Recently, a novel system for reporting lymph node cytopathology has been proposed. The present study aimed to analyze the utility of the proposed system in cytopathology reporting in our institution.

Materials: FNABs of lymph nodes performed over a period of 5 years were categorized as per the proposed Sydney system. The diagnoses on cytopathology were correlated with histopathologic diagnoses to assess the diagnostic accuracy. The rate of malignancy (ROM) for each category was calculated.

Results: A total of 747 lymph node FNABs were included in the study. Histopathology was available in 262 cases. ROM in categories I-V was 26.3%, 7.2%, 76.9%, 82.3%, and 100.0%, respectively. The sensitivity, specificity, positive predictive value, and negative predictive value of FNAB when considering category L3 to represent benign cytopathology were 84.2%, 97.5%, 97.1%, and 86.2%, respectively. The sensitivity, specificity, positive predictive value, and negative predictive value of FNAB when considering category L3 to represent malignant cytopathology were 92.56%, 95.08%, 94.9%, and 92.8%, respectively.

Conclusion: The study substantiates the usefulness of the proposed Sydney system in lymph node cytopathology in enhancing better communication between clinicians and cytopathologists. The use of ancillary techniques like immunocytochemistry and flow cytometry will aid in arriving at a more precise diagnosis.

细针穿刺活检(FNAB)是评估淋巴结病理的常规检查方法。然而,由于缺乏标准指南,细胞病理学报告缺乏统一性。最近,一种新的报告淋巴结细胞病理学的系统被提出。本研究旨在分析该系统在我院细胞病理报告中的应用。资料:5年内进行的淋巴结fnab按照拟议的Sydney系统进行分类。将细胞病理学诊断与组织病理学诊断相比较,评价诊断的准确性。计算每个类别的恶性肿瘤发生率(ROM)。结果:共纳入747例淋巴结fnab。262例进行组织病理学检查。I-V类的ROM分别为26.3%、7.2%、76.9%、82.3%和100.0%。考虑L3分类代表良性细胞病理时,FNAB的敏感性为84.2%,特异性为97.5%,阳性预测值为97.1%,阴性预测值为86.2%。考虑L3类代表恶性细胞病理时,FNAB的敏感性为92.56%,特异性为95.08%,阳性预测值为94.9%,阴性预测值为92.8%。结论:该研究证实了在淋巴结细胞病理学中提出的悉尼系统在加强临床医生和细胞病理学家之间更好的沟通方面的有用性。使用辅助技术,如免疫细胞化学和流式细胞术将有助于达到更精确的诊断。
{"title":"The Application of the Proposed Sydney System for Reporting Lymph Node Cytopathology: A Five-Year Experience of an Academic Institution in South India.","authors":"Sakthisankari Shanmugasundaram,&nbsp;Nandhini Bala Balasubramanian,&nbsp;Abinaya Sundari Amirthakatesan","doi":"10.1159/000530038","DOIUrl":"https://doi.org/10.1159/000530038","url":null,"abstract":"<p><strong>Introduction: </strong>Fine needle aspiration biopsy (FNAB) is a routinely used investigation in the evaluation of lymph node pathologies. However, there exists a lack of uniformity in cytopathology reporting owing to the nonavailability of standard guidelines. Recently, a novel system for reporting lymph node cytopathology has been proposed. The present study aimed to analyze the utility of the proposed system in cytopathology reporting in our institution.</p><p><strong>Materials: </strong>FNABs of lymph nodes performed over a period of 5 years were categorized as per the proposed Sydney system. The diagnoses on cytopathology were correlated with histopathologic diagnoses to assess the diagnostic accuracy. The rate of malignancy (ROM) for each category was calculated.</p><p><strong>Results: </strong>A total of 747 lymph node FNABs were included in the study. Histopathology was available in 262 cases. ROM in categories I-V was 26.3%, 7.2%, 76.9%, 82.3%, and 100.0%, respectively. The sensitivity, specificity, positive predictive value, and negative predictive value of FNAB when considering category L3 to represent benign cytopathology were 84.2%, 97.5%, 97.1%, and 86.2%, respectively. The sensitivity, specificity, positive predictive value, and negative predictive value of FNAB when considering category L3 to represent malignant cytopathology were 92.56%, 95.08%, 94.9%, and 92.8%, respectively.</p><p><strong>Conclusion: </strong>The study substantiates the usefulness of the proposed Sydney system in lymph node cytopathology in enhancing better communication between clinicians and cytopathologists. The use of ancillary techniques like immunocytochemistry and flow cytometry will aid in arriving at a more precise diagnosis.</p>","PeriodicalId":6959,"journal":{"name":"Acta Cytologica","volume":"67 4","pages":"365-377"},"PeriodicalIF":1.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10286802","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
The Future Role of Cytology in Cervical Cancer Screening in the Era of HPV Vaccination. HPV疫苗时代细胞学在宫颈癌筛查中的未来作用
IF 1.8 4区 医学 Q3 PATHOLOGY Pub Date : 2023-01-01 DOI: 10.1159/000528964
Julieta E Barroeta

Background: Up until recently, cervical cytology was the mainstay for cervical cancer screening. However, the established association between human papillomavirus (HPV) infection and cervical cancer has led to changes in preventive strategies, with cytology being replaced by the use of high-risk HPV (hrHPV) testing and primary prevention being achieved by HPV vaccination. In this context, the role of cervical cytology is shifting to secondary triage of HPV-positive women. As vaccination is leading to decreased HPV infections and significant cervical abnormalities (CIN2+), data on the impact of HPV vaccination on cervical cytology metrics, including positive predictive value (PPV) and negative predictive value (NPV), are starting to emerge.

Summary: This is a review of updates in cervical cancer screening, including the use of primary HPV testing and the impact of HPV vaccination on cytology as part of cervical cancer screening.

Key messages: Cervical cancer screening and prevention are undergoing significant changes as there is widespread implementation of HPV vaccination and hrHPV testing is becoming the entry point for secondary prevention. Optimal screening approaches and intervals in this setting are currently being analyzed including the use of cytology and other ancillary techniques for triage of positive cases, as well as the effect of vaccination on the PPV and NPV of cytology in the detection of CIN2+.

背景:直到最近,宫颈细胞学是宫颈癌筛查的主要方法。然而,人乳头瘤病毒(HPV)感染与宫颈癌之间的既定联系导致了预防策略的变化,细胞学检查被使用高危HPV (hrHPV)检测所取代,HPV疫苗接种实现了一级预防。在这种情况下,宫颈细胞学的作用正在转移到hpv阳性妇女的二级分诊。由于疫苗接种导致HPV感染减少和明显的宫颈异常(CIN2+),关于HPV疫苗接种对宫颈细胞学指标的影响的数据,包括阳性预测值(PPV)和阴性预测值(NPV),开始出现。摘要:本文回顾了宫颈癌筛查的最新进展,包括使用原发性HPV检测和HPV疫苗接种对细胞学的影响,作为宫颈癌筛查的一部分。关键信息:随着HPV疫苗接种的广泛实施,宫颈癌筛查和预防正在发生重大变化,hrHPV检测正在成为二级预防的切入点。目前正在分析这种情况下的最佳筛查方法和间隔,包括使用细胞学和其他辅助技术对阳性病例进行分诊,以及在检测CIN2+时接种疫苗对细胞学PPV和NPV的影响。
{"title":"The Future Role of Cytology in Cervical Cancer Screening in the Era of HPV Vaccination.","authors":"Julieta E Barroeta","doi":"10.1159/000528964","DOIUrl":"https://doi.org/10.1159/000528964","url":null,"abstract":"<p><strong>Background: </strong>Up until recently, cervical cytology was the mainstay for cervical cancer screening. However, the established association between human papillomavirus (HPV) infection and cervical cancer has led to changes in preventive strategies, with cytology being replaced by the use of high-risk HPV (hrHPV) testing and primary prevention being achieved by HPV vaccination. In this context, the role of cervical cytology is shifting to secondary triage of HPV-positive women. As vaccination is leading to decreased HPV infections and significant cervical abnormalities (CIN2+), data on the impact of HPV vaccination on cervical cytology metrics, including positive predictive value (PPV) and negative predictive value (NPV), are starting to emerge.</p><p><strong>Summary: </strong>This is a review of updates in cervical cancer screening, including the use of primary HPV testing and the impact of HPV vaccination on cytology as part of cervical cancer screening.</p><p><strong>Key messages: </strong>Cervical cancer screening and prevention are undergoing significant changes as there is widespread implementation of HPV vaccination and hrHPV testing is becoming the entry point for secondary prevention. Optimal screening approaches and intervals in this setting are currently being analyzed including the use of cytology and other ancillary techniques for triage of positive cases, as well as the effect of vaccination on the PPV and NPV of cytology in the detection of CIN2+.</p>","PeriodicalId":6959,"journal":{"name":"Acta Cytologica","volume":"67 2","pages":"111-118"},"PeriodicalIF":1.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9202910","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
A Practical Approach to Squamous Abnormalities on Cervical Cytology: Overview of Interpretive Criteria and Guidance for Altering Thresholds in Response to Quality Assurance Findings. 宫颈细胞学鳞状异常的实用方法:质量保证结果改变阈值的解释标准和指南概述。
IF 1.8 4区 医学 Q3 PATHOLOGY Pub Date : 2023-01-01 DOI: 10.1159/000528531
Michael James Thrall

Background: Squamous intraepithelial lesions observed in Papanicolaou (Pap) test gynecologic cytology arise as a result of infection of the cervicovaginal tract by human papillomavirus (HPV). The viral cytopathic effect of HPV manifests as koilocytosis, also known as low-grade squamous intraepithelial lesion (LSIL) in The Bethesda System (TBS). Integration of HPV genetic material into the genome of squamous cells can, in some women, result in progressive accumulation of mutations and abnormalities of growth and maturation leading to high-grade squamous intraepithelial lesion (HSIL) and possibly invasive squamous cell carcinoma. Due to morphologic overlap between reactive processes and these changes related to HPV, TBS includes equivocal categories that may be applied to Pap tests with uncertain morphology: atypical squamous cells of undetermined significance (ASC-US) and atypical squamous cells cannot exclude HSIL (ASC-H). Quality assurance (QA) measures in gynecologic cytology laboratories aim to maximize the sensitivity for LSIL and HSIL lesions while simultaneously keeping the use of ASC-US at reasonable levels.

Summary: TBS provides a comprehensive nomenclature for squamous abnormalities encountered in screening, but subjectivity in interpretation remains. QA practices attempt to identify problematic patterns of misinterpretation for correction.

Key message: This review aimed to provide practical recommendations for cytology practitioners seeking to alter their interpretive thresholds for ASC-US, LSIL, and HSIL in response to feedback from QA procedures indicating deviation from desired norms.

背景:在巴氏涂片(Pap)检查中观察到的鳞状上皮内病变是由于人乳头瘤病毒(HPV)感染宫颈阴道道引起的。在贝塞斯达系统(TBS)中,HPV的病毒细胞病变作用表现为koilocylosis,也称为低级别鳞状上皮内病变(LSIL)。在一些女性中,将HPV遗传物质整合到鳞状细胞基因组中可能导致突变的进行性积累和生长和成熟的异常,从而导致高级别鳞状上皮内病变(HSIL)和可能的侵袭性鳞状细胞癌。由于反应过程和这些与HPV相关的变化之间的形态学重叠,TBS包括可用于具有不确定形态的巴氏试验的模糊分类:不确定意义的非典型鳞状细胞(ASC-US)和非典型鳞状细胞不能排除HSIL (ASC-H)。妇科细胞学实验室的质量保证(QA)措施旨在最大限度地提高LSIL和HSIL病变的敏感性,同时使ASC-US的使用保持在合理的水平。总结:TBS为筛查中遇到的鳞状异常提供了一个全面的命名,但在解释上仍然存在主观性。QA实践试图识别有问题的误解模式以进行纠正。关键信息:本综述旨在为寻求改变ASC-US、LSIL和HSIL的解释阈值的细胞学从业者提供实用建议,以响应QA程序表明偏离期望规范的反馈。
{"title":"A Practical Approach to Squamous Abnormalities on Cervical Cytology: Overview of Interpretive Criteria and Guidance for Altering Thresholds in Response to Quality Assurance Findings.","authors":"Michael James Thrall","doi":"10.1159/000528531","DOIUrl":"https://doi.org/10.1159/000528531","url":null,"abstract":"<p><strong>Background: </strong>Squamous intraepithelial lesions observed in Papanicolaou (Pap) test gynecologic cytology arise as a result of infection of the cervicovaginal tract by human papillomavirus (HPV). The viral cytopathic effect of HPV manifests as koilocytosis, also known as low-grade squamous intraepithelial lesion (LSIL) in The Bethesda System (TBS). Integration of HPV genetic material into the genome of squamous cells can, in some women, result in progressive accumulation of mutations and abnormalities of growth and maturation leading to high-grade squamous intraepithelial lesion (HSIL) and possibly invasive squamous cell carcinoma. Due to morphologic overlap between reactive processes and these changes related to HPV, TBS includes equivocal categories that may be applied to Pap tests with uncertain morphology: atypical squamous cells of undetermined significance (ASC-US) and atypical squamous cells cannot exclude HSIL (ASC-H). Quality assurance (QA) measures in gynecologic cytology laboratories aim to maximize the sensitivity for LSIL and HSIL lesions while simultaneously keeping the use of ASC-US at reasonable levels.</p><p><strong>Summary: </strong>TBS provides a comprehensive nomenclature for squamous abnormalities encountered in screening, but subjectivity in interpretation remains. QA practices attempt to identify problematic patterns of misinterpretation for correction.</p><p><strong>Key message: </strong>This review aimed to provide practical recommendations for cytology practitioners seeking to alter their interpretive thresholds for ASC-US, LSIL, and HSIL in response to feedback from QA procedures indicating deviation from desired norms.</p>","PeriodicalId":6959,"journal":{"name":"Acta Cytologica","volume":"67 2","pages":"129-142"},"PeriodicalIF":1.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9202938","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: 1
Deep Learning Neural Network-Guided Detection of Asbestos Bodies in Bronchoalveolar Lavage Samples. 深度学习神经网络引导检测支气管肺泡灌洗样本中的石棉体。
IF 1.8 4区 医学 Q3 PATHOLOGY Pub Date : 2023-01-01 Epub Date: 2023-09-19 DOI: 10.1159/000534149
Antti J Hakkarainen, Reija Randen-Brady, Henrik Wolff, Mikko I Mäyränpää, Antti Sajantila

Introduction: Asbestos is a global occupational health hazard, and exposure to it by inhalation predisposes to interstitial as well as malignant pulmonary morbidity. Over time, asbestos fibers embedded in lung tissue can become coated with iron-rich proteins and mucopolysaccharides, after which they are called asbestos bodies (ABs) and can be detected in light microscopy (LM). Bronchoalveolar lavage, a cytological sample from the lower airways, is one of the methods for diagnosing lung asbestosis and related morbidity. Search for ABs in these samples is generally laborious and time-consuming. We describe a novel diagnostic method, which implements deep learning neural network technology for the detection of ABs in bronchoalveolar lavage samples (BALs).

Methods: BALs with suspicion of asbestos exposure were scanned as whole slide images (WSIs) and uploaded to a cloud-based virtual microscopy platform with a neural network training interface. The images were used for training and testing a neural network model capable of recognizing ABs. To prioritize the model's sensitivity, we allowed it to also make false-positive suggestions. To test the model, we compared its performance to standard LM diagnostic data as well as the ground truth (GT) number of ABs, which we established by a thorough manual search of the WSIs.

Results: We were able to reach overall sensitivity of 93.4% (95% CI: 90.3-95.7%) in the detection of ABs in comparison to their GT number. Compared to standard LM diagnostic data, our model showed equal to or higher sensitivity in most cases.

Conclusion: Our results indicate that deep learning neural network technology offers promising diagnostic tools for routine assessment of BALs. However, at this stage, a human expert is required to confirm the findings.

引言:石棉是一种全球性的职业健康危害,吸入石棉易导致间质性和恶性肺部疾病。随着时间的推移,嵌入肺组织中的石棉纤维可以被富含铁的蛋白质和粘多糖包裹,之后它们被称为石棉体,可以在光学显微镜中检测到。支气管肺泡灌洗是下呼吸道的细胞学样本,是诊断肺石棉肺及其相关发病率的方法之一。在这些样本中寻找石棉尸体通常既费力又耗时。我们描述了一种新的诊断方法,该方法实现了深度学习神经网络技术,用于检测支气管肺泡灌洗样本中的石棉体。方法:将疑似石棉暴露的支气管肺泡灌洗样本扫描为完整的载玻片图像,并上传到具有神经网络训练界面的基于云的虚拟显微镜平台。这些图像被用于训练和测试能够识别石棉尸体的神经网络模型。为了优先考虑模型的敏感性,我们允许它也提出假阳性建议。为了测试该模型,我们将其性能与标准光学显微镜诊断数据以及石棉体的真实数量进行了比较,这是我们通过对整个幻灯片图像进行彻底手动搜索而确定的。结果:与地面真实值相比,我们能够在石棉体检测中达到93.4%(95%CI 90.3-95.7%)的总体灵敏度。与标准的光学显微镜诊断数据相比,我们的模型在大多数情况下显示出同等或更高的灵敏度。结论:我们的研究结果表明,深度学习神经网络技术为支气管肺泡灌洗液样本的常规评估提供了有前景的诊断工具。然而,在这个阶段,需要一位人类专家来确认这些发现。
{"title":"Deep Learning Neural Network-Guided Detection of Asbestos Bodies in Bronchoalveolar Lavage Samples.","authors":"Antti J Hakkarainen, Reija Randen-Brady, Henrik Wolff, Mikko I Mäyränpää, Antti Sajantila","doi":"10.1159/000534149","DOIUrl":"10.1159/000534149","url":null,"abstract":"<p><strong>Introduction: </strong>Asbestos is a global occupational health hazard, and exposure to it by inhalation predisposes to interstitial as well as malignant pulmonary morbidity. Over time, asbestos fibers embedded in lung tissue can become coated with iron-rich proteins and mucopolysaccharides, after which they are called asbestos bodies (ABs) and can be detected in light microscopy (LM). Bronchoalveolar lavage, a cytological sample from the lower airways, is one of the methods for diagnosing lung asbestosis and related morbidity. Search for ABs in these samples is generally laborious and time-consuming. We describe a novel diagnostic method, which implements deep learning neural network technology for the detection of ABs in bronchoalveolar lavage samples (BALs).</p><p><strong>Methods: </strong>BALs with suspicion of asbestos exposure were scanned as whole slide images (WSIs) and uploaded to a cloud-based virtual microscopy platform with a neural network training interface. The images were used for training and testing a neural network model capable of recognizing ABs. To prioritize the model's sensitivity, we allowed it to also make false-positive suggestions. To test the model, we compared its performance to standard LM diagnostic data as well as the ground truth (GT) number of ABs, which we established by a thorough manual search of the WSIs.</p><p><strong>Results: </strong>We were able to reach overall sensitivity of 93.4% (95% CI: 90.3-95.7%) in the detection of ABs in comparison to their GT number. Compared to standard LM diagnostic data, our model showed equal to or higher sensitivity in most cases.</p><p><strong>Conclusion: </strong>Our results indicate that deep learning neural network technology offers promising diagnostic tools for routine assessment of BALs. However, at this stage, a human expert is required to confirm the findings.</p>","PeriodicalId":6959,"journal":{"name":"Acta Cytologica","volume":" ","pages":"650-658"},"PeriodicalIF":1.8,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41095037","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
期刊
Acta Cytologica
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1