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Validation of prostate and breast cancer detection artificial intelligence algorithms for accurate histopathological diagnosis and grading: a retrospective study with a Japanese cohort 验证前列腺癌和乳腺癌检测人工智能算法的准确组织病理学诊断和分级:一项日本队列回顾性研究
IF 3.6 3区 医学 Q1 PATHOLOGY Pub Date : 2024-04-19 DOI: 10.1016/j.pathol.2024.02.009
Kris Lami , Han-Seung Yoon , Anil V. Parwani , Hoa Hoang Ngoc Pham , Yuri Tachibana , Chaim Linhart , Maya Grinwald , Manuela Vecsler , Junya Fukuoka

Prostate and breast cancer incidence rates have been on the rise in Japan, emphasising the need for precise histopathological diagnosis to determine patient prognosis and guide treatment decisions. However, existing diagnostic methods face numerous challenges and are susceptible to inconsistencies between observers. To tackle these issues, artificial intelligence (AI) algorithms have been developed to aid in the diagnosis of prostate and breast cancer. This study focuses on validating the performance of two such algorithms, Galen Prostate and Galen Breast, in a Japanese cohort, with a particular focus on the grading accuracy and the ability to differentiate between invasive and non-invasive tumours. The research entailed a retrospective examination of 100 consecutive prostate and 100 consecutive breast biopsy cases obtained from a Japanese institution. Our findings demonstrated that the AI algorithms showed accurate cancer detection, with AUCs of 0.969 and 0.997 for the Galen Prostate and Galen Breast, respectively. The Galen Prostate was able to detect a higher Gleason score in four adenocarcinoma cases and detect a previously unreported cancer. The two algorithms successfully identified relevant pathological features, such as perineural invasions and lymphovascular invasions. Although further improvements are required to accurately differentiate rare cancer subtypes, these findings highlight the potential of these algorithms to enhance the precision and efficiency of prostate and breast cancer diagnosis in Japan. Furthermore, this validation paves the way for broader adoption of these algorithms as decision support tools within the Asian population.

在日本,前列腺癌和乳腺癌的发病率一直呈上升趋势,因此需要精确的组织病理学诊断来确定患者的预后并指导治疗决策。然而,现有的诊断方法面临诸多挑战,而且观察者之间容易出现不一致。为了解决这些问题,人们开发了人工智能(AI)算法来帮助诊断前列腺癌和乳腺癌。本研究的重点是在日本队列中验证 Galen Prostate 和 Galen Breast 这两种算法的性能,尤其关注分级的准确性以及区分浸润性和非浸润性肿瘤的能力。这项研究包括对日本一家医疗机构的 100 例连续前列腺活检病例和 100 例连续乳腺活检病例进行回顾性检查。我们的研究结果表明,人工智能算法能准确检测出癌症,Galen 前列腺和 Galen 乳房的 AUC 分别为 0.969 和 0.997。Galen 前列腺算法能够检测出四个腺癌病例中较高的格里森评分,并检测出一个以前未报告的癌症。这两种算法成功识别了相关的病理特征,如神经周围侵犯和淋巴管侵犯。虽然要准确区分罕见的癌症亚型还需要进一步改进,但这些发现凸显了这些算法在提高日本前列腺癌和乳腺癌诊断的准确性和效率方面的潜力。此外,这一验证为在亚洲人群中更广泛地采用这些算法作为决策支持工具铺平了道路。
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引用次数: 0
Evaluation of next-generation sequencing for measurable residual disease monitoring in three major fusion transcript subtypes of B-precursor acute lymphoblastic leukaemia 评估新一代测序技术在三种主要融合转录本亚型B前体急性淋巴细胞白血病中的可测量残留疾病监测效果
IF 3.6 3区 医学 Q1 PATHOLOGY Pub Date : 2024-04-18 DOI: 10.1016/j.pathol.2024.02.008
Ying-Jung Huang , Shih-Hsiang Chen , Hsi-Che Liu , Tang-Her Jaing , Ting-Chi Yeh , Ming-Chung Kuo , Tung-Liang Lin , Chiu-Chen Chen , Shih-Chung Wang , Te-Kau Chang , Chih-Cheng Hsiao , Der-Cherng Liang , Lee-Yung Shih

The use of next-generation sequencing (NGS) for monitoring measurable residual disease (MRD) in acute lymphoblastic leukaemia (ALL) has been gaining traction. This study aimed to investigate the utility of NGS in MRD monitoring for the three major fusion transcript (FT) subtypes of B-precursor ALL (B-ALL). The MRD results for 104 bone marrow samples from 56 patients were analysed through NGS and real time quantitative reverse transcription PCR (RT-qPCR) for the three major FTs: BCR::ABL1, TCF3::PBX1, and ETV6::RUNX1. To validate the NGS approach, NGS-MRD was initially compared with allele-specific oligonucleotide-qPCR-MRD, and the coefficient of determination was good (R2=0.8158). A subsequent comparison of NGS-MRD with FT-MRD yielded a good coefficient of determination (R2=0.7690), but the coefficient varied by subtype. Specifically, the R2 was excellent for TCF3::PBX1 ALL (R2=0.9157), good for ETV6::RUNX1 ALL (R2=0.8606), and subpar for BCR::ABL1 ALL (R2=0.5763). The overall concordance between the two methods was 83.7%, and an excellent concordance rate of 95.8% was achieved for TCF3::PBX1 ALL. Major discordance, which was defined as a >1 log difference between discordant NGS-MRD and FT-MRD, occurred in 6.7% of the samples, with all but one sample being BCR::ABL1 ALL. Among the four non-transplanted patients with BCR::ABL1-MRD (+)/NGS-MRD (−), three did not relapse after long-term follow-up. Our finding indicates that NGS-MRD has a better prognostic impact than RT-qPCR-MRD in ETV6::RUNX1 and BCR::ABL1 ALL, whereas in TCF3::PBX1 ALL, both methods exhibit comparable efficacy.

使用下一代测序技术(NGS)监测急性淋巴细胞白血病(ALL)的可测量残留病(MRD)已越来越受到重视。本研究旨在探讨 NGS 在 B 前体 ALL(B-ALL)三大融合转录本(FT)亚型 MRD 监测中的实用性。通过 NGS 和实时定量反转录 PCR(RT-qPCR)分析了 56 例患者 104 份骨髓样本中三种主要 FT 的 MRD 结果:BCR::ABL1、TCF3::PBX1 和 ETV6::RUNX1。为了验证 NGS 方法,最初将 NGS-MRD 与等位基因特异性寡核苷酸-qPCR-MRD 进行了比较,两者的判定系数良好(R2=0.8158)。随后将 NGS-MRD 与 FT-MRD 进行比较,得出了良好的判定系数(R2=0.7690),但系数因亚型而异。具体来说,TCF3::PBX1 ALL 的 R2 非常好(R2=0.9157),ETV6::RUNX1 ALL 的 R2 很好(R2=0.8606),而 BCR::ABL1 ALL 的 R2 不佳(R2=0.5763)。两种方法的总体吻合率为 83.7%,TCF3::PBX1 ALL 的吻合率高达 95.8%。6.7%的样本出现重大不一致,即NGS-MRD和FT-MRD不一致的对数值相差1个对数,除一个样本外,其他样本均为BCR::ABL1 ALL。在 4 例 BCR::ABL1-MRD (+)/NGS-MRD (-) 的非移植患者中,有 3 例在长期随访后没有复发。我们的发现表明,在 ETV6::RUNX1 和 BCR::ABL1 ALL 中,NGS-MRD 比 RT-qPCR-MRD 对预后有更好的影响,而在 TCF3::PBX1 ALL 中,两种方法的疗效相当。
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引用次数: 0
A case of liver angiomyolipoma accompanied with multiple focal nodular hyperplasia 一例伴有多发性局灶性结节增生的肝血管脂肪瘤
IF 3.6 3区 医学 Q1 PATHOLOGY Pub Date : 2024-04-15 DOI: 10.1016/j.pathol.2024.02.007
Laura Ling Ying Tan , Victor Tswen Wen Lee , Tony Kiat Hon Lim
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引用次数: 0
A tale of two studies: is peripheral eosinophilia associated with Dientamoeba fragilis detection in adult stool samples? 两项研究的故事:外周嗜酸性粒细胞增多与在成人粪便样本中检测到脆弱片阿米巴是否有关?
IF 3.6 3区 医学 Q1 PATHOLOGY Pub Date : 2024-04-09 DOI: 10.1016/j.pathol.2024.01.011
Priya Garg , John Chetwood , Thuy Phan , Timothy Gray , Genevieve McKew

The protozoan parasite Dientamoeba fragilis is a frequently isolated stool organism and postulated cause of gastrointestinal symptoms. Peripheral blood eosinophilia has been described. This is the first study amongst the Australasian adult population to assess the relationship between organism detection and eosinophilia.

A case-control study took place over 7 years at a single Sydney laboratory site, evaluating patients with D. fragilis identified on stool using real-time PCR with a recent full blood count, to control groups with Giardia spp. and sequential negatives with neither organism. A nested study compared those with microscopic evidence of D. fragilis as a marker of disease burden, to molecular diagnosis alone.

Sixty-four D. fragilis, 30 Giardia spp., and 94 sequential controls were enrolled. Only 60.1% of samples were preserved in sodium acetate-acetic acid formalin (SAF) fixative, indication mostly not documented. The major co-organism detected amongst all participants was Blastocystis sp., particularly in the D. fragilis cohort (37.2%). The most common pathogen amongst sequential controls was Campylobacter spp. (7.4%). Patients with D. fragilis were more likely (12.5%) to have a clinically significant eosinophilia (>0.5×109/L) compared to those with Giardia spp. (3.3%) or sequential controls (4.3%) (p=0.03). A significant difference was also noted in the overall median eosinophil count of those with D. fragilis versus all controls (0.2 vs 0.1×109/L, p=0.01); however, this was within the reference interval (where up to >0.5×109/L is accepted in healthy individuals within a typical population). No eosinophil difference was found between those with molecular versus additional microscopic detection of D. fragilis (0.1 vs 0.1×109/L).

These results support an association between the identification of clinically significant peripheral blood eosinophilia and D. fragilis presence, which may impact the diagnostic approach to the patient with unexplained eosinophilia. Further prospective trials may help assess any significance further and the implication of co-carriage with other enteric organisms. The importance of clinical indication and need for appropriate fixative media in diagnostic parasitology are also highlighted.

原生动物寄生虫是一种经常在粪便中分离到的生物,被认为是导致胃肠道症状的原因。外周血嗜酸性粒细胞增多已有描述。这是首次在澳大拉西亚成年人群中开展研究,以评估病原体检测与嗜酸性粒细胞增多之间的关系。
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引用次数: 0
An updated diagnostic range for serum free light chain kappa/lambda ratio using Freelite reagents on BN II or Optilite 使用 BN II 或 Optilite 上的 Freelite 试剂检测血清游离轻链 kappa/lambda 比率的最新诊断范围
IF 3.6 3区 医学 Q1 PATHOLOGY Pub Date : 2024-04-09 DOI: 10.1016/j.pathol.2024.02.006
Bobby Li , Richard King , Becca Chan , Catherine Rollo , Simon Thompson , Chris Florkowski
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引用次数: 0
Macrophage aggregates: a potential pitfall yet a clue of an inflammatory pattern in ulcerative cytomegalovirus colitis 巨噬细胞聚集:溃疡性巨细胞病毒性结肠炎炎症模式的潜在隐患和线索
IF 3.6 3区 医学 Q1 PATHOLOGY Pub Date : 2024-04-08 DOI: 10.1016/j.pathol.2024.02.005
Badr AbdullGaffar
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引用次数: 0
Trends in SARS-CoV-2 cycle threshold (Ct) values from nucleic acid testing predict the trajectory of COVID-19 waves 核酸检测中的 SARS-CoV-2 周期阈值 (Ct) 值趋势预测了 COVID-19 波的轨迹
IF 3.6 3区 医学 Q1 PATHOLOGY Pub Date : 2024-04-06 DOI: 10.1016/j.pathol.2024.02.004
Vishal Ahuja , Thomas Bowe , Gayle Warnock , Catherine Pitman , Dominic E. Dwyer

Forecasting COVID-19 waves helps with public health planning and resource allocation. Cycle threshold (Ct) values obtained from positive SARS-CoV-2 nucleic acid amplification test (NAAT) results offer limited value for individual patient management, but real-time analysis of temporal trends of aggregated Ct values may provide helpful information to predict the trajectories of COVID-19 waves in the community. Ct value trends on 59,609 SARS-CoV-2 NAAT-positive results from 574,403 tests using a single testing assay system, between September 2021 and January 2023, were examined to monitor the trend of the proportion of positive NAAT with lower Ct values (≤28) in relation to changing COVID-19 case numbers over time. We applied regression with autoregressive integrated moving average errors modelling approach to study the relation between Ct values and case counts. We also developed an insight product to monitor the temporal trends with Ct values obtained from SARS-CoV-2 NAAT-positive results. In this study, the proportion of lower Ct values preceded by a range of 7–32 days the rising population COVID-19 testing rate reflecting onset of a COVID-19 wave. Monitoring population Ct values may assist in predicting increased disease activity.

预测 COVID-19 波有助于公共卫生规划和资源分配。从SARS-CoV-2核酸扩增检测(NAAT)阳性结果中获得的周期阈值(Ct)对个体患者管理的价值有限,但对Ct总值的时间趋势进行实时分析可为预测社区COVID-19波的轨迹提供有用信息。我们研究了 2021 年 9 月至 2023 年 1 月期间使用单一检测化验系统进行的 574,403 次测试中 59,609 例 SARS-CoV-2 NAAT 阳性结果的 Ct 值趋势,以监测较低 Ct 值(≤28)的 NAAT 阳性比例与 COVID-19 病例数随时间变化的关系。我们采用了带有 ARIMA 误差模型的回归方法来研究 Ct 值与病例数之间的关系。我们还开发了一种洞察产品,用于监测从 SARS-CoV-2 NAAT 阳性结果中获得的 Ct 值的时间趋势。在这项研究中,较低 Ct 值的比例先于 COVID-19 检测率上升的人群 7-32 天,这反映了 COVID-19 浪潮的开始。监测人群 Ct 值有助于预测疾病活动的增加。
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引用次数: 0
Germline potential should not be overlooked for cancer variants identified in tumour-only somatic mutation testing 不应忽视仅在肿瘤体细胞突变检测中发现的癌症变异的种系潜能
IF 4.5 3区 医学 Q1 Medicine Pub Date : 2024-03-29 DOI: 10.1016/j.pathol.2024.03.001
Mohammad Al-Shinnag , Pak Leng Cheong , Annabel Goodwin , Ronald Trent , Bing Yu

DNA sequencing of tumour tissue has become the standard care for many solid cancers because of the option to detect somatic variants that have significant therapeutic, diagnostic and prognostic implications. Variants found within the tumour may be either somatic or germline in origin. Somatic cancer gene panels are developed to detect acquired (somatic) variants that are relevant for therapeutic or molecular characterisation of the tumour, expanding gene panels now include genes which may also inform patient management such as cancer predisposition syndromes (CPS) genes. Identifying germline cancer predisposition variants can alter cancer management, the risk of developing new primary cancers and risk for cancer in at-risk family members. This paper discusses the clinical, technical and ethical challenges related to identifying and reporting potential germline pathogenic variants that are detected on tumour sequencing. It also highlights the existence of the eviQ national guidelines for CPS with advice on germline confirmation of somatic findings to pathology laboratories in Australia.

对肿瘤组织进行 DNA 测序已成为许多实体瘤的标准治疗方法,因为这种方法可以检测到对治疗、诊断和预后有重要影响的体细胞变异。肿瘤内发现的变异可能是体细胞变异,也可能是种系变异。开发体细胞癌症基因面板是为了检测与肿瘤的治疗或分子特征相关的获得性(体细胞)变异,现在不断扩大的基因面板还包括可为患者管理提供信息的基因,如癌症易感综合征(CPS)基因。鉴定种系癌症易感基因变异可改变癌症管理、患新原发性癌症的风险以及高危家庭成员患癌的风险。本文讨论了与鉴定和报告肿瘤测序中检测到的潜在种系致病变异相关的临床、技术和伦理挑战。本文还重点介绍了 eviQ 国家 CPS 指南,该指南为澳大利亚病理实验室提供了关于体细胞发现的种系确认的建议。
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引用次数: 0
Uterine myxoid leiomyosarcoma: identification of a novel PLAG1 fusion partner 子宫肌样白肌瘤:新型 PLAG1 融合伴侣的鉴定
IF 3.6 3区 医学 Q1 PATHOLOGY Pub Date : 2024-03-27 DOI: 10.1016/j.pathol.2024.01.009
Wen-Qi Li, Hai-Xia Wu, Han-Bo Li, Yan Shen
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引用次数: 0
Dermatopathic lymphadenopathy after COVID-19 vaccination 接种COVID-19疫苗后的皮肤病性淋巴结病
IF 3.6 3区 医学 Q1 PATHOLOGY Pub Date : 2024-03-26 DOI: 10.1016/j.pathol.2024.01.005
Jie-Yang Jhuang , Yen-Chieh Chen , Yung-Fang Chia , Shih-Sung Chuang
{"title":"Dermatopathic lymphadenopathy after COVID-19 vaccination","authors":"Jie-Yang Jhuang ,&nbsp;Yen-Chieh Chen ,&nbsp;Yung-Fang Chia ,&nbsp;Shih-Sung Chuang","doi":"10.1016/j.pathol.2024.01.005","DOIUrl":"10.1016/j.pathol.2024.01.005","url":null,"abstract":"","PeriodicalId":19915,"journal":{"name":"Pathology","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140398567","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
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Pathology
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