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Response to Methodological and reporting considerations for reflex FGFR testing in urinary tract carcinomas. 对尿路癌中反射性FGFR检测方法学和报告考虑的回应。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2026-03-03 DOI: 10.1093/ajcp/aqag007
Ngoc-Nhu Jennifer Nguyen, Ekaterina Olkhov-Mitsel, Kenneth J Craddock, Trevor A Flood, Michelle R Downes
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引用次数: 0
Utility of intraoperative frozen section analysis in risk stratification and surgical decision-making for salivary gland neoplasms of uncertain malignant potential. 术中冰冻切片分析在涎腺恶性潜能不确定肿瘤风险分层及手术决策中的应用。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2026-03-03 DOI: 10.1093/ajcp/aqag009
Jaylou M Velez Torres, Yesica G Miltos, Youley Tjendra, Yiqin Zuo, Carmen Gomez-Fernandez, Manuel Lora Gonzalez, Oleksandr N Kryvenko

Objectives: Salivary gland aspirates classified as salivary gland neoplasm of uncertain malignant potential (SUMP) under the Milan System for Reporting Salivary Gland Cytopathology pose a diagnostic challenge due to their indeterminate cytologic features. We evaluate the utility of intraoperative frozen section in risk stratification and in guiding surgical management in SUMP cases.

Methods: We retrospectively reviewed 75 SUMP cases from 2019 to 2024 with paired frozen section and final pathology. Frozen section diagnoses, final pathology, and intraoperative decision-making processes were analyzed.

Results: Frozen section reclassified 89% (67/75) of cases as benign or malignant, while 11% (8/75) remained indeterminate. Excluding indeterminate cases, frozen section demonstrated a diagnostic accuracy of 96% (64/67), with a sensitivity of 81% (13/16) and a specificity of 100% (51/51). Frozen section refined risk stratification by decreasing the baseline risk of malignancy from 23% before frozen section to 6% in benign frozen section cases. Malignant and indeterminate frozen section cases had risks of malignancy of 100% and 13%, respectively (χ2 = 53.84, P < .001). The combination of intraoperative findings and frozen section results influenced surgical management: More extensive resections were performed in 15% (11/75) of patients, whereas the remainder underwent conservative surgery.

Conclusions: Intraoperative frozen section substantially improves risk stratification and informs surgical management in SUMP, though persistent indeterminate cases underscore the need for enhanced preoperative diagnostic strategies.

目的:在米兰唾液腺细胞病理学报告系统中,唾液腺抽吸被归类为不确定恶性潜能的唾液腺肿瘤(SUMP),由于其不确定的细胞学特征,给诊断带来了挑战。我们评估术中冷冻切片在危险分层和指导SUMP病例手术处理中的作用。方法回顾性分析2019年至2024年75例SUMP患者的冷冻切片和最终病理。分析冷冻切片诊断、最终病理及术中决策过程。结果:冷冻切片将89%(67/75)的病例重新分类为良性或恶性,11%(8/75)仍不确定。排除不确定病例,冷冻切片的诊断准确率为96%(64/67),敏感性为81%(13/16),特异性为100%(51/51)。通过将基线恶性肿瘤风险从冷冻切片前的23%降低到良性冷冻切片病例的6%,冷冻切片细化了风险分层。恶性和不确定冷冻切片病例的恶性风险分别为100%和13% (χ2 = 53.84, P)结论:术中冷冻切片显著改善了SUMP的风险分层,并为手术管理提供了信息,尽管持续不确定的病例强调了加强术前诊断策略的必要性。
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引用次数: 0
How I diagnose Castleman disease. 我如何诊断卡斯尔曼病
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2026-03-03 DOI: 10.1093/ajcp/aqaf147
Dorottya Laczko, Vinodh Pillai, Dale Frank, Joshua D Brandstadter, David C Fajgenbaum

Objective: Castleman disease represents a heterogeneous group of hematologic conditions with a broad spectrum of histopathologic features. Historically, 2 major Castleman disease subgroups have been described-unicentric Castleman disease and multicentric Castleman disease, based on the extent of the disease. More recently, oligocentric Castleman disease, a subtype that falls between unicentric and multicentric, has been identified. Due to the overlapping features of each category, similarities to other conditions, and a lack of objective diagnostic biomarkers, the diagnosis of Castleman disease remains a challenge. Here, we review the diagnostic criteria of each entity and discuss the features that distinguish them from overlapping diseases.

Methods: This review highlights the clinicopathologic features of multiple cases to depict the wide spectrum of clinical and laboratory characteristics of Castleman disease. It also outlines the diagnostic workup for each subtype.

Results: In Castleman disease, the morphologic findings are nonspecific and represent a histologic pattern rather than a pathognomonic feature that allows definitive separation from other morphologically overlapping entities; therefore, correlation with clinical history, radiologic studies, and laboratory findings is essential to arrive at the correct diagnosis.

Conclusion: Castleman disease represents a spectrum of clinical syndromes with overlapping morphological features.

目的:Castleman病是一种具有广谱组织病理学特征的异质血液学疾病。历史上,根据疾病的范围,已经描述了2个主要的Castleman病亚群——单中心型Castleman病和多中心型Castleman病。最近,已经发现了一种介于单中心和多中心之间的低中心Castleman病亚型。由于每个类别的重叠特征,与其他条件的相似性,以及缺乏客观的诊断生物标志物,Castleman病的诊断仍然是一个挑战。在这里,我们回顾了每个实体的诊断标准,并讨论了区分它们与重叠疾病的特征。方法:本文回顾了多例Castleman病的临床病理特征,以描述Castleman病的广泛临床和实验室特征。它还概述了每个亚型的诊断工作。结果:在Castleman病中,形态学发现是非特异性的,代表了一种组织学模式,而不是一种病理特征,允许与其他形态学重叠实体的明确分离;因此,与临床病史、放射学研究和实验室结果的相关性对于得出正确的诊断至关重要。结论:Castleman病是一种具有重叠形态特征的临床综合征。
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引用次数: 0
Intraductal histiocytes as a simulant of intraductal carcinoma of the prostate. 导管内组织细胞作为导管内前列腺癌的模拟物。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2026-03-03 DOI: 10.1093/ajcp/aqag004
Sara E Wobker, Sean R Williamson, Alexander Kenigsberg, Selvaraj Muthusamy, Steven Christopher Smith

Objective: Contemporary reporting guidelines require assessment for intraductal carcinoma of the prostate (IDC-P), given its recognition as an adverse prognostic factor. While several benign and malignant mimickers of intraductal carcinoma have been reported and studied, the potential for intraductal aggregates of histiocytes to simulate or complicate assessment of this process has not been addressed in the literature.

Methods: The authors performed a retrospective multi-institutional review of challenging prostate lesions in which intraductal histiocytic aggregates simulated involvement by IDC-P. Pathology reports and slides were reviewed by 3 fellowship-trained genitourinary pathologists, and clinicopathologic features, immunohistochemistry use, and relative difficulty of the diagnosis were assessed.

Results: A total of 47 cases of intraductal histiocytes simulating IDC-P were identified, including 27 needle biopsy, 9 transurethral resection, and 6 radical prostatectomy cases. Overall, 19 cases showed histiocytic aggregates in cases with carcinoma, while 28 occurred in otherwise benign settings. Immunohistochemistry was performed in 14 cases for resolution of the diagnosis. When categorized by the authors in terms of difficulty of the diagnosis, 20 of 47 cases were considered "moderate" or "difficult."

Conclusions: Based on their solid appearance spanning an intact duct, aggregates of histiocytes within prostatic ducts may closely simulate IDC-P. Given the prognostic significance of IDC-P, this potential pitfall merits consideration and targeted use of immunohistochemistry in challenging cases.

目的:当前的报告指南要求对导管内前列腺癌(IDC-P)进行评估,因为它被认为是一个不良预后因素。虽然已经报道和研究了导管内癌的几种良性和恶性模拟物,但导管内组织细胞聚集模拟或复杂评估这一过程的可能性尚未在文献中得到解决。方法:作者对导管内组织细胞聚集模拟IDC-P累及的挑战性前列腺病变进行了回顾性多机构回顾。病理报告和载玻片由3名培训过的泌尿生殖系统病理学家审阅,并评估临床病理特征、免疫组织化学应用和诊断的相对难度。结果:共发现47例导管内组织细胞模拟IDC-P,其中针活检27例,经尿道前列腺切除术9例,根治性前列腺切除术6例。总的来说,19例癌患者表现为组织细胞聚集,而28例发生在其他良性环境中。14例行免疫组化诊断。当作者根据诊断的困难程度进行分类时,47例中有20例被认为是“中度”或“困难”。结论:基于其横跨完整导管的实体外观,前列腺导管内的组织细胞聚集可能与IDC-P非常相似。鉴于IDC-P的预后意义,这一潜在的缺陷值得考虑,并在有挑战性的病例中有针对性地使用免疫组织化学。
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引用次数: 0
Building a diagnostic scoring system for high-grade neuroendocrine neoplasms of the pancreas. 建立胰腺高级别神经内分泌肿瘤诊断评分系统。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2026-03-03 DOI: 10.1093/ajcp/aqaf154
Yuko Kinowaki, Charlotte Wang, Yuki Fukumura, Maria Ganci, M Lisa Zhang, Masanori Kobayashi, Keiichi Akahoshi, Atsushi Kudo, Keiichi Kinowaki, Keita Kai, Yumi Mihara, Ayumi Murakami, Hung Ngoc Nguyen, Ryoichi Hanazawa, Akihiro Hirakawa, Liang Minggao, Morito Kurata, Fumihiko Ishikawa, Carlos Fernandez-Del Castillo, Mari Mino-Kenudson

Objective: High-grade neuroendocrine neoplasms of the pancreas (PanNENs), which comprise well-differentiated pancreatic neuroendocrine tumors, grade 3 (PanNET G3s) and pancreatic neuroendocrine carcinomas (PanNECs), are rare but aggressive tumors. Accurate differentiation between PanNET G3s and PanNECs remains a diagnostic challenge, despite their distinct biological behavior and treatment strategies. This study aimed to develop a scoring system to improve diagnostic accuracy using readily available clinicopathologic and immunohistochemical data.

Methods: Sixty-six high-grade PanNEN cases underwent clinicopathologic review, immunohistochemistry, and next-generation sequencing. After exclusion of 4 mixed acinar-neuroendocrine carcinomas, 1 diagnostically ambiguous case, and 3 cases with insufficient tissue for next-generation sequencing, 58 cases (29 PanNET G3, 29 PanNEC) were analyzed.

Results: Lasso logistic regression identified predictive features of PanNEC, and multivariable logistic regression was used to assign weights to each factor. Positive predictors of PanNEC included p53 alterations (+4), Rb1 loss (+3), interstitial reaction (+3), co-existing non-neuroendocrine carcinoma (+3), abundant mitoses (+2), and a Ki67 proliferation index greater than 40% (+1). Negative predictors included co-existing PanNET G1/2 (-2), plasmacytoid cells (-1), DAXX/ATRX loss (-1), and somatostatin receptor subtype 2A 3+ (-1). In validation, the average score for PanNEC was 9.52 (median, 10.0); the average score of PanNET G3s was -1.31 (median, -1.0). Using a cutoff of 5.0, the model achieved an area under the curve of 0.989 for distinguishing PanNEC from PanNET G3.

Conclusions: This novel scoring system demonstrated excellent diagnostic performance in differentiating PanNEC from PanNET by integrating morphologic and immunohistochemical features. Prospective studies with larger cohorts are warranted to validate its clinical utility.

目的:胰腺高级别神经内分泌肿瘤(PanNENs)包括分化良好的胰腺神经内分泌肿瘤、3级(PanNET G3s)和胰腺神经内分泌癌(PanNECs),是一种罕见但侵袭性的肿瘤。尽管PanNET g3和PanNECs具有不同的生物学行为和治疗策略,但它们之间的准确区分仍然是一个诊断挑战。本研究旨在开发一个评分系统,以提高诊断准确性,使用现成的临床病理和免疫组织化学数据。方法:66例高级别PanNEN病例进行临床病理检查、免疫组织化学和下一代测序。排除4例腺泡-神经内分泌混合癌、1例诊断不明确、3例组织不充分进行下一代测序后,对58例(PanNET G3 29例、PanNEC 29例)进行分析。结果:Lasso logistic回归识别出PanNEC的预测特征,并采用多变量logistic回归对各因素进行权重赋值。PanNEC的阳性预测因子包括p53改变(+4)、Rb1缺失(+3)、间质反应(+3)、共存的非神经内分泌癌(+3)、大量有丝分裂(+2)和Ki67增殖指数大于40%(+1)。阴性预测因子包括共存的PanNET G1/2(-2)、浆细胞样细胞(-1)、DAXX/ATRX缺失(-1)和生长抑素受体亚型2A 3+(-1)。在验证中,PanNEC的平均得分为9.52(中位数为10.0);PanNET G3s评分平均值为-1.31分(中位数为-1.0分)。在截断值为5.0的情况下,模型区分PanNEC和PanNET G3的曲线下面积为0.989。结论:通过结合形态学和免疫组织化学特征,这种新的评分系统在鉴别PanNEC和PanNET方面表现出优异的诊断性能。需要更大规模的前瞻性研究来验证其临床应用。
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引用次数: 0
Deep learning analysis of the pathologic sequence in gastric biopsies from Helicobacter pylori-related intestinal metaplasia. 幽门螺杆菌相关肠化生胃活检病理序列的深度学习分析。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2026-03-03 DOI: 10.1093/ajcp/aqaf146
Jannis Kountouras
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引用次数: 0
Elucidating the grading intricacies of idiopathic multicentric Castleman disease histopathology: a pathologist's perspective. 阐明特发性多中心Castleman病组织病理学分级的复杂性:病理学家的观点。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2026-03-03 DOI: 10.1093/ajcp/aqaf134
Daisy V Alapat, Payam Etebari, Frits Van Rhee

Objective: Idiopathic multicentric Castleman disease (iMCD) is a rare condition with a wide range of signs and symptoms that often overlap with other conditions that cause lymphadenopathy. The diagnosis of iMCD remains challenging, even among experts. Our aim is to highlight the heterogeneity of histopathologic features and presentations of iMCD and to provide tools to help diagnose and raise awareness of this rare condition.

Methods: We review the most relevant clinicopathologic aspects of iMCD and present our process to accurately diagnose this condition using a case-based approach. We describe how to incorporate the iMCD diagnostic criteria, including grading of histomorphology, laboratory, and clinical findings.

Results: Here, we describe our system to grade histopathologic features in iMCD. Together with radiologic findings and laboratory and clinical information, this system helps clinicians accurately identify iMCD and its subtypes, leading to more appropriate and timely diagnosis and treatment.

Conclusions: The diagnosis of iMCD can be challenging and requires a multidisciplinary team of hematologists, pathologists/hematopathologists, and other specialists. There is a pressing and unmet clinical need for a harmonized system to grade the histopathologic features of iMCD. This condition should be included in the differential diagnosis when other causes of a lymphoproliferative disorder (eg, infections, autoimmune/inflammatory disorders, malignancy) have been ruled out.

目的:特发性多中心Castleman病(iMCD)是一种罕见的疾病,具有广泛的体征和症状,通常与引起淋巴结病的其他疾病重叠。iMCD的诊断仍然具有挑战性,即使在专家中也是如此。我们的目的是强调iMCD的组织病理特征和表现的异质性,并提供工具来帮助诊断和提高对这种罕见疾病的认识。方法:我们回顾了iMCD最相关的临床病理方面,并介绍了我们使用基于病例的方法准确诊断这种疾病的过程。我们描述了如何纳入iMCD诊断标准,包括组织形态学、实验室和临床结果的分级。结果:在这里,我们描述了我们的系统来分级iMCD的组织病理特征。该系统结合放射学检查结果以及实验室和临床信息,帮助临床医生准确识别iMCD及其亚型,从而实现更适当和及时的诊断和治疗。结论:iMCD的诊断可能具有挑战性,需要一个由血液学家、病理学家/血液病理学家和其他专家组成的多学科团队。有一个迫切的和未满足的临床需要一个统一的系统分级的组织病理特征的iMCD。当其他淋巴增生性疾病的原因(如感染、自身免疫/炎症性疾病、恶性肿瘤)已被排除时,这种情况应列入鉴别诊断。
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引用次数: 0
TP53/KRAS variant allele frequency ratio predicts advanced disease in mucin-producing cystic neoplasms of the pancreas. TP53/KRAS变异等位基因频率比预测胰腺黏液生成囊性肿瘤的晚期疾病。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2026-01-22 DOI: 10.1093/ajcp/aqaf133
Ming-Tseh Lin, Elham Afghani, Marcia I Canto, Jing Zhu, Syed Z Ali, Laura D Wood, Jin He, Kelly J Lafaro, Ralph H Hruban, James R Eshleman

Objective: To identify molecular markers that predict advanced disease in mucin-producing cystic neoplasms of the pancreas.

Methods: In this single-institution study, 454 pancreatic cystic fluid specimens were examined by a clinical next-generation sequencing assay.

Results: TP53 mutations were detected in 25 (7.9%) of 318 specimens harboring KRAS (BRAF or GNAS) mutation(s). Of the 25, 12 had advanced cytology/histology (positive group), and 5 did not have advanced cytology/histology (negative group). Eight cases were classified as indeterminate. Since KRAS and TP53 variant allele frequencies (VAFs) can be as low as 1% to 5%, we analyzed the TP53/KRAS VAF ratio and demonstrated a significantly higher VAF ratio in the positive group (P = .005). A VAF ratio of 1 or higher, interpreted as an indicator of a dominant TP53 clone, and concurrent TP53, CDKN2A, and SMAD4 mutations were seen only in the positive group. Lower TP53 ratios, interpreted as a minor TP53 clone, were seen in all 5 negative group specimens.

Conclusions: These results suggest that VAF ratios and concurrent mutations can be incorporated into multimodality assessments of pancreatic cysts. Longitudinal studies in patients with a lower initial TP53 VAF ratio are warranted to elucidate whether serial VAF ratios are more accurate markers than a single VAF measurement.

目的:寻找预测胰腺黏液产生性囊性肿瘤进展的分子标志物。方法:在这项单机构研究中,454例胰腺囊性液标本通过临床新一代测序检测。结果:318例KRAS (BRAF或GNAS)突变标本中有25例(7.9%)检测到TP53突变。25例患者中,12例细胞学/组织学进展(阳性组),5例细胞学/组织学进展(阴性组)。8例被分类为不确定。由于KRAS和TP53变异等位基因频率(VAFs)可低至1%至5%,我们分析了TP53/KRAS VAF比率,结果显示阳性组的VAF比率显著高于阳性组(P = 0.005)。VAF比率为1或更高,被解释为TP53显性克隆的指标,并且仅在阳性组中观察到并发的TP53、CDKN2A和SMAD4突变。在所有5个阴性组标本中均可见较低的TP53比率,解释为TP53的次要克隆。结论:这些结果表明VAF比率和并发突变可以纳入胰腺囊肿的多模态评估。有必要对初始TP53 VAF比较低的患者进行纵向研究,以阐明连续VAF比单一VAF测量是否更准确。
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引用次数: 0
Colorectal polyp count discrepancies and their impact on colonoscopy surveillance interval decisions: a retrospective analysis of 1293 specimens. 结直肠息肉计数差异及其对结肠镜监测间隔决定的影响:1293例标本的回顾性分析。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2026-01-22 DOI: 10.1093/ajcp/aqaf130
Lokman Cevik, Wei Chen, Denise Gamble, Jennifer Ziebell, Peter P Stanich, Wendy L Frankel

Objective: Colorectal cancer surveillance recommendations rely on polyp counts to determine optimal intervals. This study aims to uncover discrepancies in polyp counts between colonoscopy and pathology reports and their clinical implications.

Methods: A retrospective review of 1293 polyp cases from October 1 to December 31, 2019, was performed, comparing the reported number of polyps removed to the number identified pathologically (gross and microscopic). Cases with discrepant polyp counts prompted additional reviews, including colonoscopy reports and glass slides. The potential impact on surveillance interval decisions was further assessed.

Results: Of the 1293 polyp specimens from 600 patients, 1072 (83%) contained a single polyp per container, with no discrepancies. However, in the remaining 221 (17%) specimens that had multiple polyps submitted per container, an exact polyp count was indeterminable in 54 (24%) of these 221 specimens. Among these, polyp count discrepancies in 15 patients potentially influenced surveillance intervals. Overall, the most common discrepancy was a higher number of fragments on gross description and/or glass slides compared to colonoscopy reports and/or a container designator.

Conclusions: Discrepancies in polyp counts more often occur when more than 1 polyp is submitted in a single container. These discrepancies may alter the recommended surveillance colonoscopy intervals. Therefore, close collaboration between pathology and colonoscopy providers-through improved endoscopic documentation, specimen handling, reporting strategies, and feedback-is essential to ensure accurate polyp counts and mitigate these effects. Adopting a single polyp per container approach in those cases where polyp count matters would significantly improve report accuracy and ensure the most appropriate surveillance intervals.

目的:结肠直肠癌监测建议依赖于息肉计数来确定最佳间隔。本研究旨在揭示结肠镜检查和病理报告之间息肉计数的差异及其临床意义。方法:回顾性分析2019年10月1日至12月31日1293例息肉病例,将报告切除的息肉数量与病理(肉眼和显微镜下)发现的息肉数量进行比较。息肉计数不一致的病例需要额外的检查,包括结肠镜检查报告和玻片。进一步评估了对监测间隔决定的潜在影响。结果:在600例患者的1293例息肉标本中,1072例(83%)每个容器中含有单个息肉,无差异。然而,在剩余的221例(17%)每个容器中有多个息肉的标本中,有54例(24%)的息肉计数无法确定。其中,15例患者的息肉计数差异可能影响监测间隔。总的来说,最常见的差异是大体描述和/或玻片上的碎片数量高于结肠镜检查报告和/或容器标记。结论:当在一个容器中提交超过1个息肉时,息肉计数的差异更常发生。这些差异可能会改变推荐的结肠镜检查时间间隔。因此,病理学和结肠镜检查提供者之间的密切合作——通过改进内窥镜记录、标本处理、报告策略和反馈——对于确保准确的息肉计数和减轻这些影响至关重要。在息肉计数重要的情况下,采用每个容器一个息肉的方法将显著提高报告的准确性,并确保最适当的监测间隔。
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引用次数: 0
Review of flow cytometry findings and associated scoring approaches for identifying myelodysplastic syndrome and the future role of machine learning in improving the diagnostic algorithm. 回顾鉴别骨髓增生异常综合征的流式细胞术发现和相关评分方法,以及机器学习在改进诊断算法中的未来作用。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2026-01-22 DOI: 10.1093/ajcp/aqaf136
Nadine Demko, Julia T Geyer, Paul D Simonson

Objective: Myelodysplastic syndrome (MDS) is a heterogeneous set of neoplasms that require careful exclusion of potential mimics before diagnosis. In the absence of identified recurrent cytogenetic or molecular genetic alterations, low-grade MDS can be particularly challenging to diagnose. Despite years of accumulating data demonstrating atypical flow cytometry findings associated with MDS, flow cytometry fails to find significant widespread use for diagnosing MDS primarily due to the varied and often subtle altered flow cytometry findings observed. To address this issue, several groups have developed and reported scoring systems to help discriminate MDS from non-MDS using flow cytometry. Our objective in this article is to review the published scoring systems, as well as emerging role of machine learning in MDS diagnosis.

Methods: Herein, we review many of the recurrent flow cytometric findings and associated reported scoring systems. We also review recent applications of machine learning to MDS and discuss its potential for enabling widespread use of the technology to assist in diagnosing MDS.

Results: Several of the published scoring systems are modified versions of or additions to the Ogata scoring system, with the ELN iFS score performing well in comparison studies. New and evolving machine learning approaches have the potential to facilitate improved use of flow cytometry for faster and more accurate MDS detection and have helped identify more useful features, such as erythroid cell SSC.

Conclusions: Flow cytometry provides additional information that can help in diagnosis of MDS. Multiple scoring systems now exist that have significant potential to improve the standard approach to diagnosing MDS. Although requiring further development and validation, machine learning methods appear promising as an even more sensitive, specific, and rapid approach to using clinical flow cytometry for identification of MDS than the various prior reported scoring methods. We look forward to furthering improvements in flow cytometry for evaluation of patients with MDS, particularly through the developing use of machine learning approaches and other computational methods.

目的:骨髓增生异常综合征(MDS)是一种异质性的肿瘤,在诊断前需要仔细排除潜在的模拟物。在没有确定的复发性细胞遗传学或分子遗传学改变的情况下,低级别MDS的诊断尤其具有挑战性。尽管多年来积累的数据表明与MDS相关的非典型流式细胞术发现,但由于观察到的流式细胞术发现变化多样且通常细微的改变,流式细胞术未能广泛应用于MDS的诊断。为了解决这个问题,几个小组已经开发并报告了使用流式细胞术帮助区分MDS和非MDS的评分系统。本文的目的是回顾已发表的评分系统,以及机器学习在MDS诊断中的新兴作用。方法:在此,我们回顾了许多复发性流式细胞术的发现和相关的评分系统。我们还回顾了最近机器学习在MDS中的应用,并讨论了机器学习在MDS诊断中广泛应用的潜力。结果:几个已发表的评分系统是对绪方评分系统的修改版本或补充,ELN iFS评分在比较研究中表现良好。新的和不断发展的机器学习方法有可能促进流式细胞术的使用,以更快、更准确地检测MDS,并帮助识别更多有用的特征,如红细胞SSC。结论:流式细胞术提供了额外的信息,有助于MDS的诊断。目前存在多个评分系统,它们有很大的潜力来改善MDS诊断的标准方法。虽然需要进一步的开发和验证,但机器学习方法似乎是一种更敏感、更特异、更快速的方法,可以使用临床流式细胞术来识别MDS,而不是之前报道的各种评分方法。我们期待着流式细胞术在MDS患者评估中的进一步改进,特别是通过开发使用机器学习方法和其他计算方法。
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引用次数: 0
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American journal of clinical pathology
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