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The impact of gastric Helicobacter pylori infection on duodenal mucosa: New evidence on the alteration of intraepithelial lymphocytes. 胃幽门螺杆菌感染对十二指肠黏膜的影响:上皮内淋巴细胞改变的新证据。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2025-09-09 DOI: 10.1093/ajcp/aqaf071
Fatih Yilmaz, Kadri Atay, Gül Çirkin, Erkan Sanmak

Objective: This study aimed to elucidate the effect of gastric Helicobacter pylori (HP) colonization on the duodenal mucosa, focusing on intraepithelial lymphocyte (IEL) numbers and localizations.

Methods: The paired gastric and duodenal tissues from 132 patients with celiac disease (CD) and 190 individuals without CD were examined. Gastric HP status (presence and intensity) was compared with IEL counts per 100 enterocytes (IEL/100), localizations (basal-apical), and endoscopic, serologic, and clinicopathologic parameters.

Results: H pylori was detected in 176 (54.7%) gastric tissues, and its presence did not significantly change the duodenal IEL/100 counts in either CD (P = .121) or non-CD (P = .400) cases. It was seen in older individuals (P = .003), and age was also associated with HP intensity (P = .027). In non-CD cases, duodenal intraepithelial lymphocytosis (DIL) in HP-positive and HP-negative samples was 37 (33.9%) and 31 (38.3%), respectively (P = .538). Although a slight increase was observed with sparse HP colonization (+), intense colonization (+++) was significantly associated with less scalloping (P = .037), lower IEL/100 (P = .003), and antiendomysial antibody IgA (P = .048). A similar pattern was also observed in tissue transglutaminase IgA titers (P = .053).

Conclusions: Considering the effect of gastric HP on duodenal IELs, endoscopic and serologic parameters, depending on its intensity, will provide a more accurate estimation in cases where the cause of DIL is investigated.

目的:本研究旨在阐明幽门螺杆菌(HP)定植对十二指肠黏膜的影响,重点研究上皮内淋巴细胞(IEL)的数量和定位。方法:对132例乳糜泻患者和190例非乳糜泻患者的配对胃、十二指肠组织进行检查。将胃HP状态(存在和强度)与每100个肠细胞的IEL计数(IEL/100)、定位(基底-根尖)、内窥镜、血清学和临床病理参数进行比较。结果:胃组织检出幽门螺杆菌176例(54.7%),幽门螺杆菌的存在对CD (P = 0.121)和非CD (P = 0.400)患者十二指肠IEL/100计数均无显著影响。在老年人中可见(P = 0.003),年龄也与HP强度相关(P = 0.027)。在非cd病例中,hp阳性和hp阴性的十二指肠上皮内淋巴细胞增多症(DIL)分别为37例(33.9%)和31例(38.3%)(P = 0.538)。虽然在HP定植稀疏(+)的情况下观察到轻微的增加,但定植强烈(+++)与扇贝减少(P = 0.037)、IEL/100降低(P = 0.003)和抗肌内膜抗体IgA (P = 0.048)显著相关。在组织转谷氨酰胺酶IgA滴度中也观察到类似的模式(P = 0.053)。结论:考虑胃HP对十二指肠il的影响,根据其强度的不同,内镜和血清学参数将在调查DIL原因的情况下提供更准确的估计。
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引用次数: 0
Detection of TP53 mutations by immunohistochemistry in acute myeloid leukemia varies with interpreter expertise and mutation status. 急性髓系白血病中TP53突变的免疫组化检测因翻译专业和突变状态而异。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2025-09-09 DOI: 10.1093/ajcp/aqaf047
Lee P Richman, Brianna F Waller, Scott B Lovitch, Ashwini Jambhekar

Objective: TP53 mutations, including missense and inactivating (frameshift, splice site, and nonsense) mutations, occur in approximately 10% of myeloid neoplasms and confer adverse outcomes. Classification of myeloid neoplasms by World Health Organization and International Consensus Classification standards recognizes the importance of early detection of TP53 mutations. p53 immunohistochemistry (IHC) is a widely accessible method used to detect mutations; however, previous studies have demonstrated variable accuracy, especially for inactivating TP53 mutations. Recently, sequencing using targeted panels has seen increased use. Although highly accurate, sequencing is resource intensive and not universally available.

Methods: Using 134 bone marrow samples from patients with acute myeloid leukemia evaluated for TP53 mutation by sequencing, we assessed the concordance of p53 IHC with sequencing as well as the interrater-reliability for IHC intensity and percent positivity.

Results: Consistent with previous studies, we found that p53 IHC was strongly specific and modestly sensitive for missense mutations and that overall performance improved with dedicated hematopathology training. We also found that IHC performed poorly for inactivating mutations and was even variable between cases harboring identical amino acid changes. Low predicted transcriptional activity of p53 missense proteins correlated with a mutant pattern of IHC staining. The status of the second allele and variant allele frequency also affected the accuracy of p53 IHC as a surrogate for TP53 allele status.

Conclusion: Cases of acute myeloid leukemia with TP53 mutations predicted to have low transcriptional activity showed reduced overall survival. Our results demonstrate limited practical utility of p53 IHC for accurate evaluation of TP53 mutation status because of multifactorial confounders.

目的:TP53突变,包括错义和失活(移码、剪接位点和无义)突变,发生在大约10%的髓系肿瘤中,并会导致不良后果。世界卫生组织和国际共识分类标准对髓系肿瘤的分类认识到早期发现TP53突变的重要性。p53免疫组织化学(IHC)是一种广泛使用的检测突变的方法;然而,先前的研究已经证明准确性不一,特别是对于灭活TP53突变。最近,使用靶向面板进行测序的情况有所增加。虽然高度准确,但测序是资源密集型的,并不是普遍可用的。方法:对134例急性髓性白血病患者的骨髓样本进行TP53突变测序,评估p53免疫组化与测序的一致性,以及免疫组化强度和阳性率的解释信度。结果:与之前的研究一致,我们发现p53 IHC对错义突变具有很强的特异性和适度的敏感性,并且通过专门的血液病理学培训,整体性能得到改善。我们还发现免疫组化在灭活突变方面表现不佳,甚至在具有相同氨基酸变化的病例之间也存在差异。低预测p53错义蛋白的转录活性与免疫组化染色的突变模式相关。第二等位基因的状态和变异等位基因的频率也影响了p53 IHC作为TP53等位基因状态替代的准确性。结论:预测TP53突变具有低转录活性的急性髓性白血病患者的总生存率降低。我们的研究结果表明,由于多因素混杂因素,p53免疫组化在准确评估TP53突变状态方面的实际应用有限。
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引用次数: 0
Resident in-service examination first-year trainee survey results: Comparison of US and international medical graduates' perceived preparedness for pathology residency. 住院医师在职考试第一年实习生调查结果:比较美国和国际医学毕业生对病理住院医师的感知准备。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2025-09-09 DOI: 10.1093/ajcp/aqaf065
Alisha M Maltos, Jodi Gedallovich, Rebecca K Miller-Kuhlmann, Kimberly W Sanford, Ali Brown, Jay Wagner, Kelly Ernst

Objective: This study investigates the academic backgrounds and medical school pathology exposure among first-year pathology residents, comparing graduates from the United States and international medical schools.

Methods: A survey was administered as part of the Resident In-Service Examination First, offered by the American Society for Clinical Pathology, which assessed academic background, preparedness for residency, and prior exposure to pathology education. Associations between undergraduate pathology exposure, timing of residency selection, reported preparedness, and examination performance were analyzed.

Results: Of the 417 residents who completed the survey, 39.3% had graduated from international medical institutions. International medical graduates reported higher rates of medical school curricula that included required pathology rotations (33.5% vs 3.6%, P = .001) and greater perceived preparedness for anatomic pathology residency (28.7% vs 15.8%, P = .002), with no significant difference in examination performance. Additionally, 22.5% of US medical student respondents selected pathology before medical school, compared to only 10.4% of international medical graduates (P = .002).

Conclusions: This study highlights differences in educational exposure and perceived preparedness for pathology residency between US and international medical graduates, with international medical graduates reporting more preresidency exposure to pathology and higher perceived confidence at the start of residency. These findings suggest potential areas for curricular improvement in US medical schools to enhance pathology exposure.

目的:本研究对美国和国际医学院毕业的一年级病理住院医师的学术背景和医学院病理暴露情况进行了调查。方法:作为美国临床病理学会提供的住院医师在职考试的一部分,一项调查被执行,评估学术背景,住院医师准备和先前的病理教育。分析了本科生病理暴露、住院医师选择时间、报告准备和考试表现之间的关系。结果:在完成调查的417名居民中,39.3%的人毕业于国际医疗机构。国际医学毕业生报告了更高比例的医学院课程,包括所需的病理轮转(33.5%对3.6%,P = .001)和更多的对解剖病理住院医师的准备(28.7%对15.8%,P = .002),但在考试成绩上没有显著差异。此外,22.5%的受访美国医科学生在进入医学院之前选择了病理学,而国际医科毕业生只有10.4% (P = 0.002)。结论:本研究强调了美国和国际医学毕业生在病理学住院医师教育曝光和感知准备方面的差异,国际医学毕业生报告更多的病理学住院医师曝光和更高的住院医师开始时的感知信心。这些发现提示了美国医学院课程改进的潜在领域,以加强病理学的接触。
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引用次数: 0
Establishment of the Veterans Affairs SeqFORCE (Sequencing for Research Clinical and Epidemiology) program for SARS-CoV-2 whole-genome sequencing. 建立退伍军人事务SeqFORCE(临床和流行病学研究测序)项目,进行SARS-CoV-2全基因组测序。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2025-09-09 DOI: 10.1093/ajcp/aqaf064
Mark Holodniy, Ying Pei, Gary Stack, Christopher Wade, Yashpal Agrawal, Nicholas Barasch, Fady Baddoura, Carmen Kletecka, Patrick Adegboyega, Christina Trevino, Joel Mewton, Vafa Bayat, Anosh Mostaghimi, James S Klutts, Jessica Wang-Rodriguez

Objective: We sought to establish the US Department of Veterans Affairs (VA) Veterans Health Administration (VHA) Sequencing for Research Clinical and Epidemiology (SeqFORCE) multilaboratory consortium for SARS-CoV-2 whole-genome sequencing (WGS).

Methods: Clinical criteria were established for sending patient and employee samples from 145 VHA medical centers to 10 VHA clinical laboratories using 4 different WGS platforms. A linked pipeline among laboratories for SARS-CoV-2 clade and lineage interpretation, result transmission to electronic health records, and data storage was developed.

Results: The SeqFORCE program went live on July 1, 2021. As of December 15, 2024, 51 307 samples have been analyzed by WGS for SARS-CoV-2. The median participant age was 60 years, 76.6% were male, and 13.5% were inpatients; 96.5% were Delta, Omicron, and Recombinant sublineages; and 78.5% represented SARS-CoV-2 postvaccination samples among patients and staff.

Conclusions: Establishment of VA SeqFORCE enabled national population analysis for use in epidemiologic response and population health policy as well as expanded SARS-CoV-2 sequencing capacity to meet the demand for clinical and public health sequencing. The program consolidated operations using standardized procedures, test setup, analysis, reporting, and tracking. It also improved oversight and governance of VA contributions to global databases, mitigated system inefficiencies, and prepared VHA for future genomic challenges.

目的:建立美国退伍军人事务部(VA)退伍军人健康管理局(VHA)临床和流行病学研究测序(SeqFORCE)多实验室联盟,进行SARS-CoV-2全基因组测序(WGS)。方法:建立临床标准,将145个VHA医疗中心的患者和员工样本通过4种不同的WGS平台发送到10个VHA临床实验室。在实验室之间建立了一条连接管道,用于SARS-CoV-2进化支和谱系解释、结果传输到电子健康记录和数据存储。结果:SeqFORCE项目于2021年7月1日投入使用。截至2024年12月15日,WGS已对51 307份样本进行了SARS-CoV-2分析。参与者年龄中位数为60岁,76.6%为男性,13.5%为住院患者;96.5%为Delta、Omicron和Recombinant亚系;78.5%为患者和工作人员接种疫苗后的SARS-CoV-2样本。结论:VA SeqFORCE的建立使国家人口分析能够用于流行病学应对和人口卫生政策,并扩大了SARS-CoV-2测序能力,以满足临床和公共卫生测序需求。该程序使用标准化的程序、测试设置、分析、报告和跟踪来整合操作。它还改善了VHA对全球数据库贡献的监督和治理,减轻了系统效率低下的问题,并为未来的基因组挑战做好了准备。
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引用次数: 0
Deep learning neural network of adenocarcinoma detection in effusion cytology. 深度学习神经网络在腺癌渗出细胞学检测中的应用。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2025-09-09 DOI: 10.1093/ajcp/aqaf067
Katsuhide Ikeda, Nanako Sakabe, Kenta Fukuda, Shouichi Sato, Toshiaki Hara, Harumi Kobayashi, Masato Nakaguro, Kennosuke Karube, Kohzo Nagata

Objective: Cytologic examination, which confirms the presence or absence of malignant cells, detects malignant cells from various organs, with adenocarcinoma as the most common histologic type. We developed a deep learning model to detect malignant cells in images obtained following effusion cytology.

Methods: The deep learning model was created using the YOLOv8 object detection algorithm (Roboflow, Inc) and 275 cases of adenocarcinoma comprising 12 182 images and 29 245 labels as well as 188 cases negative for malignancy comprising 1980 images.

Results: The adenocarcinoma test dataset exhibited Precision, Recall, F1, and mean average Precision scores of 0.909, 0.911, 0.910, and 0.955, respectively. The number of adenocarcinoma test images in which 1 or more malignant cells were detected was 2710 of 2731. The sensitivity in the nonadenocarcinoma dataset was 97.1%, and the false-positive rate in the negative-for-malignancy dataset was 7.3%. The accuracy, sensitivity, and specificity of the model using all the test datasets were 96.3%, 98.5%, and 92.7%, respectively.

Conclusions: Although some issues regarding cell annotation when creating an object detection model remain, the accuracy is sufficient to assist cancer screening in effusion cytology. It is vital to reliably detect malignant cells in effusion cytology, and the further development of automated systems to reduce false-negative results is expected.

目的:细胞学检查是一种确认恶性细胞存在与否的检查方法,可以发现来自各个器官的恶性细胞,腺癌是最常见的组织学类型。我们开发了一种深度学习模型来检测积液细胞学后获得的图像中的恶性细胞。方法:采用YOLOv8目标检测算法(Roboflow, Inc)建立深度学习模型,选取275例腺癌患者(包括12 182张图像和29 245张标签)和188例恶性肿瘤阴性患者(包括1980张图像)。结果:腺癌检测数据集的Precision、Recall、F1和平均Precision得分分别为0.909、0.911、0.910和0.955。在2731张腺癌检查图像中检出1个或多个恶性细胞的数量为2710张。非腺癌数据集的敏感性为97.1%,恶性肿瘤阴性数据集的假阳性率为7.3%。使用所有测试数据集的模型的准确性、灵敏度和特异性分别为96.3%、98.5%和92.7%。结论:尽管在创建目标检测模型时仍存在一些关于细胞注释的问题,但其准确性足以协助积液细胞学中的癌症筛查。在积液细胞学中可靠地检测恶性细胞是至关重要的,并且期望进一步发展自动化系统以减少假阴性结果。
{"title":"Deep learning neural network of adenocarcinoma detection in effusion cytology.","authors":"Katsuhide Ikeda, Nanako Sakabe, Kenta Fukuda, Shouichi Sato, Toshiaki Hara, Harumi Kobayashi, Masato Nakaguro, Kennosuke Karube, Kohzo Nagata","doi":"10.1093/ajcp/aqaf067","DOIUrl":"10.1093/ajcp/aqaf067","url":null,"abstract":"<p><strong>Objective: </strong>Cytologic examination, which confirms the presence or absence of malignant cells, detects malignant cells from various organs, with adenocarcinoma as the most common histologic type. We developed a deep learning model to detect malignant cells in images obtained following effusion cytology.</p><p><strong>Methods: </strong>The deep learning model was created using the YOLOv8 object detection algorithm (Roboflow, Inc) and 275 cases of adenocarcinoma comprising 12 182 images and 29 245 labels as well as 188 cases negative for malignancy comprising 1980 images.</p><p><strong>Results: </strong>The adenocarcinoma test dataset exhibited Precision, Recall, F1, and mean average Precision scores of 0.909, 0.911, 0.910, and 0.955, respectively. The number of adenocarcinoma test images in which 1 or more malignant cells were detected was 2710 of 2731. The sensitivity in the nonadenocarcinoma dataset was 97.1%, and the false-positive rate in the negative-for-malignancy dataset was 7.3%. The accuracy, sensitivity, and specificity of the model using all the test datasets were 96.3%, 98.5%, and 92.7%, respectively.</p><p><strong>Conclusions: </strong>Although some issues regarding cell annotation when creating an object detection model remain, the accuracy is sufficient to assist cancer screening in effusion cytology. It is vital to reliably detect malignant cells in effusion cytology, and the further development of automated systems to reduce false-negative results is expected.</p>","PeriodicalId":7506,"journal":{"name":"American journal of clinical pathology","volume":" ","pages":"415-423"},"PeriodicalIF":1.9,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12628318/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144740904","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Concurrent or subsequent lymphomatous effusion in large B-cell lymphoma portends a dismal prognosis: A multi-institutional study. 大b细胞淋巴瘤并发或随后的淋巴瘤积液预示着惨淡的预后:一项多机构研究。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2025-09-09 DOI: 10.1093/ajcp/aqaf057
Savanah D Gisriel, Ji Yuan, Haiming Tang, Jie Xu, Hong Fang, Shaoying Li, Jenna McCracken, Peng Li, Ryan C Braunberger, Zijun Y Xu-Monette, Xiaojun Wu, Endi Wang, Qian-Yun Zhang, Lorinda A Soma, Samuel G Katz, Jing Jing Zhang, Nana P Matsumoto, Ken H Young, Mina L Xu, Zenggang Pan

Objective: Rare large B-cell lymphomas (LBCLs) present with concurrent or subsequent lymphomatous effusion (solid-effusion LBCL, SE-LBCL), which may have an inferior prognosis compared with their noneffusion counterpart. In addition, the relationship between SE-LBCL and human herpesvirus 8-negative effusion-based LBCL (EB-LBCL) remains unclear.

Methods: We collected 141 cases of SE-LBCL and a control cohort of 101 cases of stage IV solid-only LBCL. The clinicopathologic features were analyzed and compared between SE-LBCL and solid-only LBCL.

Results: Patients with SE-LBCL had a median age of 67 years with a male-to-female ratio of 1.3:1. Eighty-six patients had concurrent solid lymphoma and lymphomatous effusion, whereas 55 developed lymphomatous effusion subsequently. Most cases involved the pleural cavities (79%, 112/141), followed by the peritoneal (21%, 29/141) and pericardial (11%, 16/141) cavities. BCL6, CD10, and MUM1 were expressed in 77% (90/117), 46% (60/130), and 61% (58/95) of cases, respectively, and 58% (71/123) were subclassified into the germinal center B-cell (GCB) subtype. Rearrangements of BCL2, BCL6, and MYC were detected in 42% (31/73), 35% (22/63), and 40% (35/88), respectively, and 22% (19/87) had both MYC and BCL2 rearrangements. The patients with SE-LBCL had a dismal prognosis, with a median survival of 5.7 months, which was significantly worse than solid-only LBCL (147.5 months; P < .0001).

Conclusions: The pathologic features of SE-LBCL were similar to those of solid-only LBCL but distinct from those of EB-LBCL; in particular, lymphomatous effusion was an independently adverse prognostic factor in LBCL. Our study underscores the need for surveillance of lymphomatous effusion during LBCL staging and development of effective therapeutic regimens for SE-LBCL.

目的:罕见的大b细胞淋巴瘤(LBCLs)并发或继发淋巴瘤积液(固体积液性LBCL, SE-LBCL),与非积液性淋巴瘤相比,其预后可能较差。此外,SE-LBCL与人类疱疹病毒8阴性积液型LBCL (EB-LBCL)之间的关系尚不清楚。方法:我们收集了141例SE-LBCL和101例IV期纯固体LBCL的对照队列。分析并比较SE-LBCL与纯固体LBCL的临床病理特征。结果:SE-LBCL患者的中位年龄为67岁,男女比例为1.3:1。86例合并实性淋巴瘤和淋巴瘤积液,55例随后发生淋巴瘤积液。大多数病例累及胸膜腔(79%,112/141),其次是腹膜腔(21%,29/141)和心包腔(11%,16/141)。BCL6、CD10和MUM1分别在77%(90/117)、46%(60/130)和61%(58/95)的病例中表达,58%(71/123)的病例被归类为生发中心b细胞(GCB)亚型。BCL2、BCL6和MYC重排分别为42%(31/73)、35%(22/63)和40%(35/88),22%(19/87)同时存在MYC和BCL2重排。SE-LBCL患者预后不佳,中位生存期为5.7个月,明显差于单纯固体LBCL(147.5个月;结论:SE-LBCL的病理特征与纯固体LBCL相似,但与EB-LBCL不同;特别是,淋巴瘤积液是LBCL的一个独立的不良预后因素。我们的研究强调了在LBCL分期期间监测淋巴瘤积液和开发SE-LBCL有效治疗方案的必要性。
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引用次数: 0
Establishing a comprehensive artificial intelligence lifecycle framework for laboratory medicine and pathology: A series introduction. 为检验医学和病理学建立全面的人工智能生命周期框架:系列介绍。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2025-09-09 DOI: 10.1093/ajcp/aqaf069
Christopher A Garcia, Katelyn A Reed, Eric Lantz, Patrick Day, Mark D Zarella, Steven N Hart, Eric Will, John G Skiffington, Melinda Rice, Debra A Novak, David S McClintock

Objective: Despite exponential growth in artificial intelligence (AI) research for laboratory medicine and pathology, a significant gap exists between model development and clinical AI implementation. This article introduces a structured framework, the Clinical AI Readiness Evaluator (CARE), to bridge this gap and support the responsible adoption of AI in clinical laboratory settings.

Methods: Building upon the Machine Learning Technology Readiness Levels framework, we developed CARE specifically for the clinical laboratory environment by incorporating health care-specific requirements, regulatory considerations, and workflow integration needs. This framework was iteratively refined through practical application across diverse AI use cases within laboratory medicine and pathology.

Results: The CARE framework provides a systematic approach to AI development and implementation through 8 component workstreams: clinical use case, data, data pipeline, code, clinical user experience, clinical technology infrastructure, clinical orchestration, and regulatory compliance. Unlike generic AI frameworks, CARE distinguishes itself by emphasizing both health care and laboratory workflow integration, regulatory requirements, ethical considerations, and comprehensive validation for clinical contexts. The framework accommodates both internally developed models and commercial AI solutions, providing clear guidance through technology readiness levels and structured review processes.

Conclusions: The CARE framework addresses the unique challenges of implementing AI in laboratory medicine and pathology by providing a comprehensive roadmap from initial concepts through clinical deployment and maintenance. This article, the first in a series of 4, establishes the foundational AI lifecycle framework, while subsequent articles will explore data documentation, ethical AI considerations, and governance structures. By adopting this structured approach, laboratories can responsibly harness AI's potential to enhance diagnostic accuracy and operational efficiencies and, ultimately, improve patient care.

目的:尽管人工智能(AI)在检验医学和病理学方面的研究呈指数级增长,但在模型开发和临床人工智能实施之间存在显著差距。本文介绍了一个结构化框架,即临床人工智能准备评估器(CARE),以弥合这一差距,并支持在临床实验室环境中负责任地采用人工智能。方法:在机器学习技术准备水平框架的基础上,我们通过结合医疗保健特定要求、监管考虑和工作流程集成需求,专门为临床实验室环境开发了CARE。通过实验室医学和病理学中不同人工智能用例的实际应用,该框架得到了迭代改进。结果:CARE框架通过8个组成工作流为AI的开发和实施提供了系统的方法:临床用例、数据、数据管道、代码、临床用户体验、临床技术基础设施、临床编排和法规遵从性。与一般的人工智能框架不同,CARE的区别在于强调卫生保健和实验室工作流程的整合、监管要求、伦理考虑和临床环境的全面验证。该框架可容纳内部开发的模型和商业人工智能解决方案,通过技术准备水平和结构化审查过程提供清晰的指导。结论:CARE框架通过提供从最初概念到临床部署和维护的全面路线图,解决了在检验医学和病理学中实施人工智能的独特挑战。本文是四篇系列文章中的第一篇,建立了基本的人工智能生命周期框架,而后续文章将探索数据文档、人工智能伦理考虑和治理结构。通过采用这种结构化方法,实验室可以负责任地利用人工智能的潜力,提高诊断准确性和操作效率,并最终改善患者护理。
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引用次数: 0
Loss of α-smooth muscle actin immunostaining is not a useful marker for functional impairment: a comparison from patients with and without small bowel motility disorder. α-平滑肌肌动蛋白免疫染色的缺失并不是功能损害的有用标志:一项来自小肠运动障碍患者和非小肠运动障碍患者的比较。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2025-09-09 DOI: 10.1093/ajcp/aqaf033
Katrina Collins, Iván A González, Muhammad T Idrees, Anita Gupta, John M Wo, Omer A M Saeed

Objective: Prior studies have reported the loss of α-smooth muscle actin (α-SMA) immunoreactivity in the inner circular layer of the muscularis propria in small bowel motility disorder cases, but this remains controversial with conflicting data. In this study, we aimed to characterize α-SMA immunoreactivity in the muscularis propria of the small intestine-specifically, jejunum-in patients with and without small bowel motility disorder.

Methods: A total of 28 transmural proximal jejunum biopsy specimens from adult patients with clinical impression of upper gastrointestinal dysmotility disorder and 64 control tissues were evaluated. The controls were full-thickness, longitudinal tissue sections from segmental resections performed due to gunshot wounds, multivisceral transplant donation, and tumors. Immunostaining for α-SMA was performed with appropriate controls to confirm the presence of immunoreactivity in the circular and longitudinal muscle layers of the muscularis propria in each sample and recorded as retained or diminished.

Results: In the small bowel motility disorder and control cases, 42.9% (12/28) and 70.3% (49/64) of the cases showed no or minimal α-SMA immunoreactivity in the inner circular layer with peripheral accentuation, respectively.

Conclusions: Loss or diminished α-SMA immunoreactivity in the inner circular layer of the muscularis propria occurs with a similar frequency in cases with and without small bowel motility disorder and does not correlate with impairment of function.

目的:先前的研究报道了在小肠运动障碍病例中固有肌层α-平滑肌肌动蛋白(α-SMA)免疫反应性的丧失,但这仍然存在争议,数据相互矛盾。在这项研究中,我们的目的是表征α-SMA免疫反应性在小肠固有肌层,特别是空肠,在有和没有小肠运动障碍的患者。方法:对临床表现为上消化道运动障碍的成年患者的28例经壁近端空肠活检标本和64例对照组织进行评价。对照组是因枪伤、多脏器移植捐赠和肿瘤而进行的节段性切除的全层纵向组织切片。对α-SMA进行免疫染色,以确定每个样品固有肌层的圆形和纵向肌层是否存在免疫反应性,并记录为保留或减少。结果:42.9%(12/28)和70.3%(49/64)的小肠运动障碍组和对照组的内圆层无α-SMA免疫反应性或有少量α-SMA免疫反应性,外周强化。结论:固有肌层α-SMA免疫反应性的丧失或减弱在有或无小肠运动障碍的情况下发生的频率相似,与功能损害无关。
{"title":"Loss of α-smooth muscle actin immunostaining is not a useful marker for functional impairment: a comparison from patients with and without small bowel motility disorder.","authors":"Katrina Collins, Iván A González, Muhammad T Idrees, Anita Gupta, John M Wo, Omer A M Saeed","doi":"10.1093/ajcp/aqaf033","DOIUrl":"10.1093/ajcp/aqaf033","url":null,"abstract":"<p><strong>Objective: </strong>Prior studies have reported the loss of α-smooth muscle actin (α-SMA) immunoreactivity in the inner circular layer of the muscularis propria in small bowel motility disorder cases, but this remains controversial with conflicting data. In this study, we aimed to characterize α-SMA immunoreactivity in the muscularis propria of the small intestine-specifically, jejunum-in patients with and without small bowel motility disorder.</p><p><strong>Methods: </strong>A total of 28 transmural proximal jejunum biopsy specimens from adult patients with clinical impression of upper gastrointestinal dysmotility disorder and 64 control tissues were evaluated. The controls were full-thickness, longitudinal tissue sections from segmental resections performed due to gunshot wounds, multivisceral transplant donation, and tumors. Immunostaining for α-SMA was performed with appropriate controls to confirm the presence of immunoreactivity in the circular and longitudinal muscle layers of the muscularis propria in each sample and recorded as retained or diminished.</p><p><strong>Results: </strong>In the small bowel motility disorder and control cases, 42.9% (12/28) and 70.3% (49/64) of the cases showed no or minimal α-SMA immunoreactivity in the inner circular layer with peripheral accentuation, respectively.</p><p><strong>Conclusions: </strong>Loss or diminished α-SMA immunoreactivity in the inner circular layer of the muscularis propria occurs with a similar frequency in cases with and without small bowel motility disorder and does not correlate with impairment of function.</p>","PeriodicalId":7506,"journal":{"name":"American journal of clinical pathology","volume":" ","pages":"265-269"},"PeriodicalIF":1.9,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143958913","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
NeuroD1 is frequently expressed in Merkel cell polyomavirus-negative and keratin 20-negative Merkel cell carcinoma: A potential diagnostic pitfall. NeuroD1经常在默克尔细胞多瘤病毒阴性和角蛋白20阴性的默克尔细胞癌中表达:一个潜在的诊断缺陷。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2025-09-09 DOI: 10.1093/ajcp/aqaf046
Paweł Karpiński, Cheng-Lin Wu, Mai P Hoang

Objective: Neurogenic differentiation factor 1 (NeuroD1) is a known marker of a subtype of small cell lung carcinoma (SCLC). In this study, we aim to assess whether there is an association between NeuroD1 with Merkel cell polyomavirus (MCPyV) status, keratin 20, thyroid transcription factor 1 (TTF1), and overall survival (OS) in 125 Merkel cell carcinomas (MCCs).

Methods: NeuroD1-positive MCC tumors were characterized by immunohistochemical stains and an external RNA sequencing data set.

Results: NeuroD1 positivity (10%-100%) was seen in 29 (23%) of 125 cases, with 60 (48%) of 126 and 113 (94%) of 120 tumors MCPyV positive and keratin 20 positive, respectively. Focal TTF1 expression was seen in 9 (7.5%) of 120 tumors. NeuroD1 expression was seen more frequently in MCPyV-negative than MCPyV-positive MCCs (P = .0002) and more frequently in keratin 20-negative tumors vs keratin 20-positive ones (P < .0001). Increased NEUROD1 expression in MCPyV-negative MCC (P < .005) was confirmed in an external RNA sequencing data set (GSE235092). Univariate analyses showed NeuroD1 positivity and MCPyV-negative status correlated with worse OS (P = .024 and P = .0076, respectively); however, only MCPyV status remained significant in multivariate analyses (P = .033).

Conclusions: NeuroD1-positive MCCs are significantly correlated with MCPyV-negative, keratin 20-negative expression, and focal TTF1 expression. NeuroD1 expression can pose a potential diagnostic pitfall in the distinction of MCC from SCLC, especially in a setting of a limited immunohistochemical panel.

目的:神经源性分化因子1 (NeuroD1)是已知的小细胞肺癌(SCLC)亚型的标志物。在这项研究中,我们旨在评估125例默克尔细胞癌(mcc)中NeuroD1与默克尔细胞多瘤病毒(MCPyV)状态、角蛋白20、甲状腺转录因子1 (TTF1)和总生存率(OS)之间是否存在关联。方法:采用免疫组织化学染色和外部RNA测序数据集对神经d1阳性MCC肿瘤进行表征。结果125例患者中29例(23%)为NeuroD1阳性,126例患者中60例(48%)为MCPyV阳性,120例患者中113例(94%)为角蛋白20阳性。120例肿瘤中有9例(7.5%)表达局灶性TTF1。mcpyv阴性mcc中NeuroD1的表达频率高于mcpyv阳性mcc (P = 0.0002),而角蛋白20阴性肿瘤中NeuroD1的表达频率高于角蛋白20阳性肿瘤(P)。结论:NeuroD1阳性mcc与mcpyv阴性、角蛋白20阴性表达和局灶TTF1表达显著相关。在区分MCC和SCLC时,NeuroD1的表达可能是一个潜在的诊断缺陷,特别是在有限的免疫组织化学小组中。
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引用次数: 0
Optimized strategy to mitigate daratumumab interference in blood bank testing: Reducing cost and time. 缓解daratumumab对血库检测干扰的优化策略:降低成本和时间。
IF 1.9 4区 医学 Q2 PATHOLOGY Pub Date : 2025-09-09 DOI: 10.1093/ajcp/aqaf060
Tom Yu, Antonio Insigne, Walia Anushka, Elena Nedelcu

Objective: Drug interference with pretransfusion testing in patients with multiple myeloma (MM) treated with daratumumab (DARA) is well recognized. Current guidelines recommend that these patients should have a red blood cell (RBC) phenotype or genotype before DARA initiation; however, there are no other standards for pretransfusion testing. While prior publications report mitigation strategies and low RBC alloimmunization risk, they do not propose a cost-effective strategy for pretransfusion testing. This study aims to assess the RBC alloimmunization risk in patients treated with DARA and propose a cost-effective algorithm for pretransfusion testing.

Methods: This is a retrospective study of patients treated with DARA and receiving RBC transfusions over 9.4 years (October 1, 2015, to January 30, 2025). Demographic data; a complete serologic profile, including blood typing, antibody screen (Ab screen), and antibody identification (Ab ID); RBC phenotype/genotype; and crossmatch data were collected for each patient. The clinically significant antibody formation incidence was recorded pre- and post-DARA and compared with a control group, with statistical significance defined as P < .05. The mitigation strategy initially used for pretransfusion testing and its optimized version are described along with their cost.

Results: Of the 850 patients with MM on DARA therapy who were identified, 172 (20%) received at least 1 RBC transfusion. Ab screens were performed on all patients pre- and post-DARA therapy. Following drug administration, all patients showed a panagglutinin, and no patients formed new clinically significant alloantibodies. The turnaround time (TAT) and cost significantly decreased when the pretransfusion strategy with optimizing pretransfusion strategy.

Conclusions: This is the most extensive study on patients treated with DARA and transfused, demonstrating no increased alloimmunization risk. DARA-related transfusion interference may be successfully mitigated by the novel strategy proposed here.

目的:daratumumab (DARA)治疗的多发性骨髓瘤(MM)患者输血前检测的药物干扰已得到广泛认可。目前的指南建议这些患者在DARA开始前应该有红细胞(RBC)表型或基因型;然而,输血前检测没有其他标准。虽然先前的出版物报道了缓解策略和低红细胞异体免疫风险,但他们没有提出一种具有成本效益的输血前检测策略。本研究旨在评估接受DARA治疗的患者的红细胞异体免疫风险,并提出一种具有成本效益的输血前检测算法。方法:这是一项对接受DARA治疗并接受红细胞输血的9.4年(2015年10月1日至2025年1月30日)患者的回顾性研究。人口统计数据;完整的血清学资料,包括血型、抗体筛选(Ab screen)和抗体鉴定(Ab ID);加拿大皇家银行表型/基因型;并收集每位患者的交叉匹配数据。记录DARA前后具有临床意义的抗体形成发生率,并与对照组进行比较,统计学意义定义为P。结果:在850例经DARA治疗的MM患者中,有172例(20%)接受了至少1次红细胞输血。在dara治疗前后对所有患者进行Ab筛查。在给药后,所有患者都出现了panagglutinin,没有患者形成新的具有临床意义的同种异体抗体。优化输血前策略可显著降低输血前的周转时间和成本。结论:这是对接受DARA治疗和输血的患者进行的最广泛的研究,显示同种异体免疫风险没有增加。dara相关的输血干扰可以通过本文提出的新策略成功减轻。
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引用次数: 0
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American journal of clinical pathology
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