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Dynamic tuft cell expansion during gastric metaplasia and dysplasia 胃化生和发育不良过程中的动态簇细胞扩增。
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-12-20 DOI: 10.1002/cjp2.352
Bogun Jang, Hyesung Kim, Su-Hyung Lee, Yoonkyung Won, Izumi Kaji, Robert J Coffey, Eunyoung Choi, James R Goldenring

Tuft cells are chemosensory cells associated with luminal homeostasis, immune response, and tumorigenesis in the gastrointestinal tract. We aimed to elucidate alterations in tuft cell populations during gastric atrophy and tumorigenesis in humans with correlative comparison to relevant mouse models. Tuft cell distribution was determined in human stomachs from organ donors and in gastric pathologies including Ménétrier's disease, Helicobacter pylori gastritis, intestinal metaplasia (IM), and gastric tumors. Tuft cell populations were examined in Lrig1-KrasG12D, Mist1-KrasG12D, and MT-TGFα mice. Tuft cells were evenly distributed throughout the entire normal human stomach, primarily concentrated in the isthmal region in the fundus. Ménétrier's disease stomach showed increased tuft cells. Similarly, Lrig1-Kras mice and mice overexpressing TGFα showed marked foveolar hyperplasia and expanded tuft cell populations. Human stomach with IM or dysplasia also showed increased tuft cell numbers. Similarly, Mist1-Kras mice had increased numbers of tuft cells during metaplasia and dysplasia development. In human gastric cancers, tuft cells were rarely observed, but showed positive associations with well-differentiated lesions. In mouse gastric cancer xenografts, tuft cells were restricted to dysplastic well-differentiated mucinous cysts and were lost in less differentiated cancers. Taken together, tuft cell populations increased in atrophic human gastric pathologies, metaplasia, and dysplasia, but were decreased in gastric cancers. Similar findings were observed in mouse models, suggesting that, while tuft cells are associated with precancerous pathologies, their loss is most associated with the progression to invasive cancer.

簇细胞是与胃肠道腔内稳态、免疫反应和肿瘤发生有关的化感细胞。我们旨在阐明胃萎缩和肿瘤发生过程中人体内簇细胞群的变化,并与相关的小鼠模型进行比较。我们测定了器官捐献者的人胃和胃病变(包括梅内特里埃病、幽门螺杆菌胃炎、肠化生(IM)和胃肿瘤)中簇细胞的分布。对 Lrig1-KrasG12D 、Mist1-KrasG12D 和 MT-TGFα 小鼠的簇细胞群进行了检测。簇细胞均匀地分布在整个正常人的胃中,主要集中在胃底的峡部区域。梅内特里埃病胃中的簇细胞增多。同样,Lrig1-Kras 小鼠和过表达 TGFα 的小鼠也表现出明显的胃窝增生和胃簇细胞群扩大。IM或发育不良的人胃也显示出胃丛细胞数量增加。同样,Mist1-Kras 小鼠在发生变性和发育不良时,胃簇细胞数量也会增加。在人类胃癌中,很少观察到丛细胞,但与分化良好的病变呈正相关。在小鼠胃癌异种移植中,丛细胞仅限于发育不良的分化良好的粘液囊肿,而在分化程度较低的癌症中则消失了。总之,在萎缩性人类胃病变、化生和发育不良中,丛细胞数量增加,但在胃癌中则减少。在小鼠模型中也观察到了类似的发现,这表明虽然胃簇细胞与癌前病变有关,但它们的消失与侵袭性癌症的进展关系最大。
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引用次数: 0
A novel telomere biology disease-associated gastritis identified through a whole exome sequencing-driven approach 一种新的端粒生物学疾病相关的胃炎通过全外显子组测序驱动的方法鉴定。
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-11-22 DOI: 10.1002/cjp2.349
Namrata Setia, Daniela del Gaudio, Priscilla Kandikatla, Kelly Arndt, Melissa Tjota, Peng Wang, Jeremy Segal, Mir Alikhan, John Hart

A whole exome sequencing (WES)-driven approach to uncover the etiology of unexplained inflammatory gastritides has been underutilized by surgical pathologists. Here, we discovered the pathobiology of an unusual chronic atrophic gastritis in two unrelated patients using this approach. The gastric biopsies were notable for an unusual pattern of gastritis with persistent dense inflammation, loss of both parietal and neuroendocrine cells in the oxyntic mucosa, and sparing of the antral mucosa. The patients were found to harbor pathogenic variants in telomeropathic genes (POT1 and DCLRE1B). Clonality testing for one of the patients showed evidence of evolving clonality of TCR-gene rearrangement. Both patients showed significantly decreased numbers of stem/progenitor cells by immunohistochemistry, which appears to be responsible for the development of mucosal atrophy. No such cases of unusual chronic atrophic gastritis in the setting of telomeropathy have been previously reported. The loss of stem/progenitor cells suggests that stem/progenitor cell exhaustion in the setting of telomere dysfunction is the likely mechanism for development of this unusual chronic atrophic gastritis. The results underscore the need for close monitoring of these gastric lesions, with special regard to their neoplastic potential. This combined WES-driven approach has promise to identify the cause and mechanism of other uncharacterized gastrointestinal inflammatory disorders.

外科病理学家尚未充分利用全外显子组测序(WES)驱动的方法来揭示不明原因的炎性胃炎的病因。在这里,我们发现了一个不寻常的慢性萎缩性胃炎的病理生物学在两个不相关的患者使用这种方法。胃活组织检查发现一种不寻常的胃炎,持续的致密炎症,氧合粘膜中壁和神经内分泌细胞的丢失,以及胃窦粘膜的保留。这些患者被发现端粒致病基因(POT1和DCLRE1B)存在致病性变异。其中一名患者的克隆性检测显示tcr基因重排的进化克隆性证据。免疫组化结果显示,两例患者的干细胞/祖细胞数量明显减少,这似乎是导致粘膜萎缩的原因。没有这样的情况下,不寻常的慢性萎缩性胃炎在端粒病的设置已报道。干细胞/祖细胞的缺失提示端粒功能障碍下的干细胞/祖细胞衰竭可能是这种不寻常的慢性萎缩性胃炎发生的机制。结果强调需要密切监测这些胃病变,特别要注意它们的肿瘤潜力。这种联合wes驱动的方法有望确定其他未表征的胃肠道炎症性疾病的病因和机制。
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引用次数: 0
Low-burden TP53 mutations represent frequent genetic events in CLL with an increased risk for treatment initiation 低负荷TP53突变是CLL中常见的遗传事件,并且开始治疗的风险增加。
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-11-21 DOI: 10.1002/cjp2.351
Tamás László, Lili Kotmayer, Viktória Fésüs, Lajos Hegyi, Stefánia Gróf, Ákos Nagy, Béla Kajtár, Alexandra Balogh, Júlia Weisinger, Tamás Masszi, Zsolt Nagy, Péter Farkas, Judit Demeter, Ildikó Istenes, Róbert Szász, Lajos Gergely, Adrienn Sulák, Zita Borbényi, Dóra Lévai, Tamás Schneider, Piroska Pettendi, Emese Bodai, László Szerafin, László Rejtő, Árpád Bátai, Mária Á Dömötör, Hermina Sánta, Márk Plander, Tamás Szendrei, Aryan Hamed, Zsolt Lázár, Zsolt Pauker, Gáspár Radványi, Adrienn Kiss, Gábor Körösmezey, János Jakucs, Péter J Dombi, Zsófia Simon, Zsolt Klucsik, Mihály Gurzó, Márta Tiboly, Tímea Vidra, Péter Ilonczai, András Bors, Hajnalka Andrikovics, Miklós Egyed, Tamás Székely, András Masszi, Donát Alpár, András Matolcsy, Csaba Bödör

TP53 aberrations predict chemoresistance and represent a contraindication for the use of standard chemoimmunotherapy in chronic lymphocytic leukaemia (CLL). Recent next-generation sequencing (NGS)-based studies have identified frequent low-burden TP53 mutations with variant allele frequencies below 10%, but the clinical impact of these low-burden TP53 mutations is still a matter of debate. In this study, we aimed to scrutinise the subclonal architecture and clinical impact of TP53 mutations using a sensitive, NGS-based mutation analysis in a ‘real-world’ cohort of 901 patients with CLL. In total, 225 TP53 mutations were identified in 17.5% (158/901) of the patients; 48% of these alterations represented high-burden mutations, while 52% were low-burden TP53 mutations. Low-burden mutations as sole alterations were identified in 39% (62/158) of all mutated cases with 82% (51/62) of these being represented by a single low-burden TP53 mutation. Patients harbouring low-burden TP53 mutations had significantly lower time to first treatment compared to patients with wild-type TP53. Our study has expanded the knowledge on the frequency, clonal architecture, and clinical impact of low-burden TP53 mutations. By demonstrating that patients with sole low-burden TP53 variants represent more than one-third of patients with TP53 mutations and have an increased risk for treatment initiation, our findings strengthen the need to redefine the threshold of TP53 variant reporting to below 10% in the routine diagnostic setting.

TP53异常预测化疗耐药,是慢性淋巴细胞白血病(CLL)使用标准化疗免疫治疗的禁忌症。最近基于下一代测序(NGS)的研究已经发现了常见的低负荷TP53突变,变异等位基因频率低于10%,但这些低负荷TP53突变的临床影响仍然存在争议。在这项研究中,我们的目的是在901名CLL患者的“现实世界”队列中,使用敏感的、基于ngs的突变分析来仔细检查TP53突变的亚克隆结构和临床影响。总共有17.5%(158/901)的患者检测到225个TP53突变;这些改变中48%为高负荷突变,52%为低负荷TP53突变。在所有突变病例中,39%(62/158)发现了低负荷突变作为唯一的改变,其中82%(51/62)由单一的低负荷TP53突变代表。携带低负荷TP53突变的患者与携带野生型TP53的患者相比,首次治疗的时间显著缩短。我们的研究扩展了关于低负荷TP53突变的频率、克隆结构和临床影响的知识。通过证明单独的低负荷TP53变异患者占TP53突变患者的三分之一以上,并且开始治疗的风险增加,我们的研究结果加强了在常规诊断设置中重新定义TP53变异报告阈值低于10%的必要性。
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引用次数: 0
Immunohistochemical characteristics and potential therapeutic regimens of hepatoid adenocarcinoma of the stomach: a study of 139 cases 139例胃肝样腺癌的免疫组织化学特征及潜在治疗方案
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-11-16 DOI: 10.1002/cjp2.343
Xuesong Yang, Yan Wu, Anqiang Wang, Xiuli Ma, Kai Zhou, Ke Ji, Xin Ji, Ji Zhang, Xiaojiang Wu, ZhongWu Li, Zhaode Bu

Hepatoid adenocarcinoma of stomach (HAS) is a special subtype of gastric cancer with poor prognosis. Immunohistochemical analysis could provide important clues for the treatment of HAS. A total of 159 patients were diagnosed as HAS and 139 were enrolled in this study. Statistical differences were determined using relative test methods and survival analyses were performed by the Kaplan–Meier method to find survival differences. All tumors in this study were negative for Epstein–Barr virus-encoded small RNAs (EBERs) and almost all showed no loss of mismatch repair (MMR) proteins and were positive for alpha fetoprotein (AFP or spalt like transcription factor 4 (SALL4). About half of the tumors had a positive programmed death-ligand 1 combined positive score (CPS) and 17.3% were positive for human epidermal growth factor receptor 2 (HER2). In addition, there was a relatively high proportion of cmet expression. We also found that HAS patients with recurrent disease treated by emerging therapy had a better survival than those treated with traditional chemotherapy (p = 0.002, median recurrence-to-death survival: 23 months versus 6 months); HAS patients who received anti-HER2 therapy or harbored MMR deficiency had favorable prognosis. Overall, high proportions of MMR protein proficiency, positivity for AFP or SALL4, overexpression of HER2, CPS and cmet, as well as negative EBER findings, are distinctive characteristics of HAS patients. While negative EBER and MMR proficiency indicate molecular features of HAS, positivity for AFP or SALL4 could aid in the diagnosis of HAS. In addition, HAS patients could benefit from anti-HER2 therapy, immunotherapy, and anti-angiogenesis therapy.

胃肝样腺癌(HAS)是一种预后较差的特殊胃癌亚型。免疫组化分析可为HAS的治疗提供重要线索。共有159名患者被诊断为HAS,其中139人被纳入本研究。采用相关检验方法确定统计学差异,采用Kaplan-Meier法进行生存分析以确定生存差异。本研究中所有肿瘤均为Epstein-Barr病毒编码的小rna (EBERs)阴性,几乎所有肿瘤均未显示错配修复(MMR)蛋白缺失,且甲胎蛋白(AFP)或spalt样转录因子4 (SALL4)阳性。约一半的肿瘤程序性死亡配体1联合阳性评分(CPS)阳性,17.3%的肿瘤人表皮生长因子受体2 (HER2)阳性。此外,cmet的表达比例也相对较高。我们还发现,接受新兴疗法治疗的复发性HAS患者的生存期优于接受传统化疗的患者(p = 0.002,中位复发至死亡生存期:23个月对6个月);接受抗her2治疗或MMR缺乏的HAS患者预后良好。总体而言,高比例的MMR蛋白熟练度、AFP或SALL4阳性、HER2、CPS和cmet过表达以及EBER阴性结果是HAS患者的显著特征。虽然阴性的EBER和MMR熟练程度表明HAS的分子特征,但AFP或SALL4阳性可以帮助诊断HAS。此外,HAS患者可以从抗her2治疗、免疫治疗和抗血管生成治疗中获益。
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引用次数: 0
Copy number loss of KDM5D may be a predictive biomarker for ATR inhibitor treatment in male patients with pulmonary squamous cell carcinoma KDM5D拷贝数缺失可能是ATR抑制剂治疗男性肺鳞状细胞癌的预测性生物标志物。
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-11-16 DOI: 10.1002/cjp2.350
Ayako Ura, Takuo Hayashi, Kazumasa Komura, Masaki Hosoya, Kazuya Takamochi, Eiichi Sato, Satomi Saito, Susumu Wakai, Takafumi Handa, Tsuyoshi Saito, Shunsuke Kato, Kenji Suzuki, Takashi Yao, the Tokyo Metropolitan Innovative Oncology Research Group (TMIG)

A limited number of patients with lung squamous cell carcinoma (SCC) benefit clinically from molecular targeted drugs because of a lack of targetable driver alterations. We aimed to understand the prevalence and clinical significance of lysine-specific demethylase 5D (KDM5D) copy number loss in SCC and explore its potential as a predictive biomarker for ataxia-telangiectasia and Rad3-related (ATR) inhibitor treatment. We evaluated KDM5D copy number loss in 173 surgically resected SCCs from male patients using fluorescence in situ hybridization. KDM5D copy number loss was detected in 75 of the 173 patients (43%). Genome-wide expression profiles of the transcription start sites (TSSs) were obtained from 17 SCCs, for which the cap analysis of gene expression assay was performed, revealing that upregulated genes in tumors with the KDM5D copy number loss are associated with ‘cell cycle’, whereas downregulated genes in tumors with KDM5D copy number loss were associated with ‘immune response’. Clinicopathologically, SCCs with KDM5D copy number loss were associated with late pathological stage (p = 0.0085) and high stromal content (p = 0.0254). Multiplexed fluorescent immunohistochemistry showed that the number of tumor-infiltrating CD8+/T-bet+ T cells was lower in SCCs with KDM5D copy number loss than in wild-type tumors. In conclusion, approximately 40% of the male patients with SCC exhibited KDM5D copy number loss. Tumors in patients who show this distinct phenotype can be ‘cold tumors’, which are characterized by the paucity of tumor T-cell infiltration and usually do not respond to immunotherapy. Thus, they may be candidates for trials with ATR inhibitors.

由于缺乏可靶向的驱动改变,有限数量的肺鳞状细胞癌(SCC)患者从分子靶向药物中获益。我们旨在了解SCC中赖氨酸特异性去甲基化酶5D (KDM5D)拷贝数丢失的患病率和临床意义,并探索其作为失联性毛细血管扩张和rad3相关(ATR)抑制剂治疗的预测性生物标志物的潜力。我们使用荧光原位杂交技术评估了173例手术切除的男性SCCs患者的KDM5D拷贝数损失。173例患者中有75例(43%)检测到KDM5D拷贝数丢失。从17个SCCs中获得了转录起始位点(tss)的全基因组表达谱,并对其进行了基因表达测定的cap分析,揭示了KDM5D拷贝数丢失的肿瘤中上调的基因与“细胞周期”相关,而KDM5D拷贝数丢失的肿瘤中下调的基因与“免疫反应”相关。临床病理学上,KDM5D拷贝数缺失的SCCs与病理分期晚期(p = 0.0085)和间质含量高(p = 0.0254)相关。多重荧光免疫组化显示,KDM5D拷贝数丢失的SCCs中,肿瘤浸润的CD8+ /T-bet+ T细胞数量低于野生型肿瘤。总之,大约40%的男性SCC患者表现出KDM5D拷贝数丢失。表现出这种独特表型的患者的肿瘤可能是“冷肿瘤”,其特征是肿瘤t细胞浸润的缺乏,通常对免疫治疗没有反应。因此,它们可能是ATR抑制剂试验的候选药物。
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引用次数: 0
Engineering the future of 3D pathology 设计3D病理学的未来。
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-11-02 DOI: 10.1002/cjp2.347
Jonathan TC Liu, Sarah SL Chow, Richard Colling, Michelle R Downes, Xavier Farré, Peter Humphrey, Andrew Janowczyk, Tuomas Mirtti, Clare Verrill, Inti Zlobec, Lawrence D True

In recent years, technological advances in tissue preparation, high-throughput volumetric microscopy, and computational infrastructure have enabled rapid developments in nondestructive 3D pathology, in which high-resolution histologic datasets are obtained from thick tissue specimens, such as whole biopsies, without the need for physical sectioning onto glass slides. While 3D pathology generates massive datasets that are attractive for automated computational analysis, there is also a desire to use 3D pathology to improve the visual assessment of tissue histology. In this perspective, we discuss and provide examples of potential advantages of 3D pathology for the visual assessment of clinical specimens and the challenges of dealing with large 3D datasets (of individual or multiple specimens) that pathologists have not been trained to interpret. We discuss the need for artificial intelligence triaging algorithms and explainable analysis methods to assist pathologists or other domain experts in the interpretation of these novel, often complex, large datasets.

近年来,组织制备、高通量体积显微镜和计算基础设施方面的技术进步使无损3D病理学得以快速发展,在无损3D病理中,从厚组织标本(如整个活检)中获得高分辨率组织学数据集,而无需在载玻片上进行物理切片。虽然3D病理学生成的大量数据集对自动计算分析很有吸引力,但也有人希望使用3D病理学来改进组织组织学的视觉评估。从这个角度来看,我们讨论并提供了3D病理学在临床标本视觉评估方面的潜在优势,以及处理病理学家尚未接受过解释培训的大型3D数据集(单个或多个标本)的挑战。我们讨论了人工智能试验算法和可解释的分析方法的必要性,以帮助病理学家或其他领域专家解释这些新颖的、往往复杂的大型数据集。
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引用次数: 0
AI-based intra-tumor heterogeneity score of Ki67 expression as a prognostic marker for early-stage ER+/HER2− breast cancer Ki67表达的基于AI的肿瘤内异质性评分作为早期ER+/HER2-乳腺癌症的预后标志物。
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-10-24 DOI: 10.1002/cjp2.346
Wenqi Lu, Ayat G Lashen, Noorul Wahab, Islam M Miligy, Mostafa Jahanifar, Michael Toss, Simon Graham, Mohsin Bilal, Abhir Bhalerao, Nehal M Atallah, Shorouk Makhlouf, Asmaa Y Ibrahim, David Snead, Fayyaz Minhas, Shan E Ahmed Raza, Emad Rakha, Nasir Rajpoot

Early-stage estrogen receptor positive and human epidermal growth factor receptor negative (ER+/HER2−) luminal breast cancer (BC) is quite heterogeneous and accounts for about 70% of all BCs. Ki67 is a proliferation marker that has a significant prognostic value in luminal BC despite the challenges in its assessment. There is increasing evidence that spatial colocalization, which measures the evenness of different types of cells, is clinically important in several types of cancer. However, reproducible quantification of intra-tumor spatial heterogeneity remains largely unexplored. We propose an automated pipeline for prognostication of luminal BC based on the analysis of spatial distribution of Ki67 expression in tumor cells using a large well-characterized cohort (n = 2,081). The proposed Ki67 colocalization (Ki67CL) score can stratify ER+/HER2− BC patients with high significance in terms of BC-specific survival (p < 0.00001) and distant metastasis-free survival (p = 0.0048). Ki67CL score is shown to be highly significant compared with the standard Ki67 index. In addition, we show that the proposed Ki67CL score can help identify luminal BC patients who can potentially benefit from adjuvant chemotherapy.

早期雌激素受体阳性和人表皮生长因子受体阴性(ER+/HER2-)腔型癌症(BC)是相当异质的,约占所有BC的70%。Ki67是一种增殖标记物,尽管其评估存在挑战,但对管腔BC具有重要的预后价值。越来越多的证据表明,测量不同类型细胞均匀度的空间共定位在几种类型的癌症中具有临床重要性。然而,肿瘤内空间异质性的可重复量化在很大程度上仍未被探索。基于Ki67在肿瘤细胞中表达的空间分布分析,我们提出了一种用于预测管腔BC的自动化管道,该队列使用了一个特征良好的大型队列(n = 2081)。所提出的Ki67共定位(Ki67CL)评分可以对ER+/HER2-BC患者进行分层,在BC特异性生存率方面具有高度显著性(p
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引用次数: 0
Identifying primary tumor site of origin for liver metastases via a combination of handcrafted and deep learning features 通过手工制作和深度学习特征相结合来识别肝转移的原发性肿瘤起源部位。
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-10-11 DOI: 10.1002/cjp2.344
Chuheng Chen, Cheng Lu, Vidya Viswanathan, Brandon Maveal, Bhunesh Maheshwari, Joseph Willis, Anant Madabhushi

Liver is one of the most common sites for metastases, which can occur on account of primary tumors from multiple sites of origin. Identifying the primary site of origin (PSO) of a metastasis can help in guiding therapeutic options for liver metastases. In this pilot study, we hypothesized that computer extracted handcrafted (HC) histomorphometric features can be utilized to identify the PSO of liver metastases. Cellular features, including tumor nuclei morphological and graph features as well as cytoplasm texture features, were extracted by computer algorithms from 175 slides (114 patients). The study comprised three experiments: (1) comparing and (2) fusing a machine learning (ML) model trained with HC pathomic features and deep learning (DL)-based classifiers to predict site of origin; (3) identifying the section of the primary tumor from which metastases were derived. For experiment 1, we divided the cohort into training sets composed of primary and matched liver metastases [60 patients, 121 whole slide images (WSIs)], and a hold-out validation set (54 patients, 54 WSIs) composed solely of liver metastases of known site of origin. Using the extracted HC features of the training set, a combination of supervised machine classifiers and unsupervised clustering was applied to identify the PSO. A random forest classifier achieved areas under the curve (AUCs) of 0.83, 0.64, 0.82, and 0.64 in classifying the metastatic tumor from colon, esophagus, breast, and pancreas on the validation set. The top features related to nuclear and peri-nuclear shape and textural attributes. We also trained a DL network to serve as a direct comparison to our method. The DL model achieved AUCs for colon: 0.94, esophagus: 0.66, breast: 0.79, and pancreas: 0.67 in identifying PSO. A decision fusion-based strategy was deployed to fuse the trained ML and DL classifiers and achieved slightly better results than ML or DL classifier alone (colon: 0.93, esophagus: 0.68, breast: 0.81, and pancreas: 0.69). For the third experiment, WSI-level attention maps were also generated using a trained DL network to generate a composite feature similarity heat map between paired primaries and their associated metastases. Our experiments revealed that epithelium-rich and moderately differentiated tumor regions of primary tumors were quantitatively similar to paired metastatic tumors. Our findings suggest that a combination of HC and DL features could potentially help identify the PSO for liver metastases while at the same time also potentially identify the spatial sites of origin for the metastases within primary tumors.

肝脏是最常见的转移部位之一,由于多个来源的原发性肿瘤,可能会发生转移。确定转移的原发灶(PSO)有助于指导肝转移的治疗选择。在这项初步研究中,我们假设计算机提取的手工(HC)组织形态计量学特征可以用于识别肝转移的PSO。通过计算机算法从175张幻灯片(114名患者)中提取细胞特征,包括肿瘤细胞核形态和图形特征以及细胞质纹理特征。该研究包括三个实验:(1)比较和(2)融合用HC病理特征训练的机器学习(ML)模型和基于深度学习(DL)的分类器来预测起源地;(3) 鉴定转移瘤来源的原发性肿瘤的切片。对于实验1,我们将队列分为由原发性和匹配的肝转移组成的训练集[60名患者,121张全玻片图像(WSI)]和仅由已知起源部位的肝转移构成的保留验证集(54名患者,54张WSI)。利用提取的训练集HC特征,将有监督机器分类器和无监督聚类相结合来识别PSO。随机森林分类器在对验证集上来自结肠、食道、乳腺和胰腺的转移性肿瘤进行分类时,获得了0.83、0.64、0.82和0.64的曲线下面积(AUCs)。顶部特征与核和核周围的形状和质地属性有关。我们还训练了一个DL网络,作为与我们的方法的直接比较。DL模型在鉴定PSO时实现了结肠的AUCs:0.94,食道的AUCs为0.66,乳腺的AUCs是0.79,胰腺的AUCs也是0.67。部署了一种基于决策融合的策略来融合训练的ML和DL分类器,并取得了比单独的ML或DL分类器略好的结果(结肠:0.93,食道:0.68,乳房:0.81,胰腺:0.69)。对于第三个实验,还使用训练的DL网络生成WSI级注意力图,以生成配对原发性肿瘤及其相关转移之间的复合特征相似性热图。我们的实验表明,原发性肿瘤的富含上皮和中等分化的肿瘤区域在数量上与成对的转移性肿瘤相似。我们的研究结果表明,HC和DL特征的结合可能有助于识别肝转移的PSO,同时也可能识别原发性肿瘤内转移的空间起源位点。
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引用次数: 0
Expression of B7-H3 and TIM-3 in gastric-type endocervical adenocarcinoma: prevalence, association with PD-L1 expression, and prognostic significance B7-H3和TIM-3在胃型宫颈腺癌中的表达:患病率、与PD-L1表达的关系及预后意义。
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-10-05 DOI: 10.1002/cjp2.345
Yao Sun, Xin Zhou, Elena Lucas, Lili Chen, Huijuan Zhang, Hao Chen, Feng Zhou

Gastric-type endocervical adenocarcinoma (GEA) is the second most common subtype of endocervical adenocarcinoma and has a poor prognosis. Anti-programmed death-1 and anti-programmed death-ligand 1 (PD-L1) inhibitors have emerged as a major treatment option for GEA; however, data on the expression of other immune checkpoints in GEA are limited. We analyzed the expression of T-cell immunoglobulin and mucin-domain containing-3 (TIM-3) and B7 homolog 3 protein (B7-H3) in 58 GEA and investigated their prognostic significance as well as association with PD-L1 expression and other known prognostic factors. Applying the tumor proportion score (TPS) with a cutoff of 1%, B7-H3 and TIM-3 were present in 48.3% and 17.2% of cases, respectively. Applying the combined positive score (CPS) with a cutoff of 1, TIM-3 expression was present in 70.7% of cases. Moreover, the expression of three checkpoints (B7-H3, TIM-3, and PD-L1) was incompletely overlapping. Patients with B7-H3 positive tumors (by TPS) or TIM-3 positive tumors (by TPS) had significantly worse recurrence-free survival (RFS) and overall survival (OS) (log-rank). Using CPS, patients with TIM-3 positive tumors showed significantly worse RFS (log-rank). Similarly, B7-H3 positivity (by TPS) and TIM-3 positivity (by TPS) were associated with worse RFS and OS in univariate analysis. TIM-3 positivity (by CPS) was associated with worse RFS in univariate analysis and the final Cox multivariate analysis. In conclusion, our results show that (1) B7-H3 and TIM-3 are frequently expressed in GEA and their expression overlaps incompletely with PD-L1; and (2) both B7-H3 and TIM-3 are independent negative prognostic markers in GEA.

胃型宫颈腺癌(GEA)是宫颈腺癌的第二常见亚型,预后不良。抗程序性死亡-1和反程序性死亡配体1(PD-L1)抑制剂已成为GEA的主要治疗选择;然而,关于GEA中其他免疫检查点表达的数据是有限的。我们分析了58例GEA中T细胞免疫球蛋白和粘蛋白结构域3(TIM-3)和B7同源物3蛋白(B7-H3)的表达,并研究了它们的预后意义以及与PD-L1表达和其他已知预后因素的关系。应用1%的肿瘤比例评分(TPS),B7-H3和TIM-3分别出现在48.3%和17.2%的病例中。应用联合阳性评分(CPS),截止值为1,TIM-3表达在70.7%的病例中存在。此外,三个检查点(B7-H3、TIM-3和PD-L1)的表达不完全重叠。B7-H3阳性肿瘤(通过TPS)或TIM-3阳性肿瘤(根据TPS)的患者无复发生存期(RFS)和总生存期(OS)显著较差(log秩)。使用CPS,TIM-3阳性肿瘤的患者表现出明显更差的RFS(log秩)。类似地,在单变量分析中,B7-H3阳性(通过TPS)和TIM-3阳性(通过TP)与较差的RFS和OS相关。在单变量分析和最终Cox多变量分析中,TIM-3阳性(CPS)与较差的RFS相关。总之,我们的结果表明:(1)B7-H3和TIM-3在GEA中频繁表达,并且它们的表达与PD-L1不完全重叠;(2)B7-H3和TIM-3均为GEA的独立阴性预后标志物。
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引用次数: 0
Accounting for intensity variation in image analysis of large-scale multiplexed clinical trial datasets 考虑大规模多路临床试验数据集图像分析中的强度变化
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-09-11 DOI: 10.1002/cjp2.342
Anja L Frei, Anthony McGuigan, Ritik RAK Sinha, Mark A Glaire, Faiz Jabbar, Luciana Gneo, Tijana Tomasevic, Andrea Harkin, Tim J Iveson, Mark Saunders, Karin Oein, Noori Maka, Francesco Pezella, Leticia Campo, Jennifer Hay, Joanne Edwards, Owen J Sansom, Caroline Kelly, Ian Tomlinson, Wanja Kildal, Rachel S Kerr, David J Kerr, Håvard E Danielsen, Enric Domingo, TransSCOT Consortium, David N Church, Viktor H Koelzer

Multiplex immunofluorescence (mIF) imaging can provide comprehensive quantitative and spatial information for multiple immune markers for tumour immunoprofiling. However, application at scale to clinical trial samples sourced from multiple institutions is challenging due to pre-analytical heterogeneity. This study reports an analytical approach to the largest multi-parameter immunoprofiling study of clinical trial samples to date. We analysed 12,592 tissue microarray (TMA) spots from 3,545 colorectal cancers sourced from more than 240 institutions in two clinical trials (QUASAR 2 and SCOT) stained for CD4, CD8, CD20, CD68, FoxP3, pan-cytokeratin, and DAPI by mIF. TMA slides were multi-spectrally imaged and analysed by cell-based and pixel-based marker analysis. We developed an adaptive thresholding method to account for inter- and intra-slide intensity variation in TMA analysis. Applying this method effectively ameliorated inter- and intra-slide intensity variation improving the image analysis results compared with methods using a single global threshold. Correlation of CD8 data derived by our mIF analysis approach with single-plex chromogenic immunohistochemistry CD8 data derived from subsequent sections indicates the validity of our method (Spearman's rank correlation coefficients ρ between 0.63 and 0.66, p ≪ 0.01) as compared with the current gold standard analysis approach. Evaluation of correlation between cell-based and pixel-based analysis results confirms equivalency (ρ > 0.8, p ≪ 0.01, except for CD20 in the epithelial region) of both analytical approaches. These data suggest that our adaptive thresholding approach can enable analysis of mIF-stained clinical trial TMA datasets by digital pathology at scale for precision immunoprofiling.

多重免疫荧光(mIF)成像可以为肿瘤免疫图谱的多种免疫标志物提供全面的定量和空间信息。然而,由于分析前的异质性,大规模应用于来自多个机构的临床试验样本具有挑战性。本研究报告了迄今为止最大的临床试验样本多参数免疫图谱研究的分析方法。我们在两项临床试验(QUASAR 2和SCOT)中分析了来自3545例结直肠癌的12592个组织微阵列(TMA)点,这些结直肠癌来源于240多个机构,通过mIF对CD4、CD8、CD20、CD68、FoxP3、泛细胞角蛋白和DAPI进行染色。TMA载玻片进行多光谱成像,并通过基于细胞和基于像素的标记物分析进行分析。我们开发了一种自适应阈值方法来解释TMA分析中幻灯片间和幻灯片内强度的变化。与使用单个全局阈值的方法相比,应用该方法有效地改善了幻灯片间和幻灯片内的强度变化,提高了图像分析结果。通过我们的mIF分析方法获得的CD8数据与随后切片中获得的单重显色免疫组织化学CD8数据的相关性表明了我们的方法的有效性(Spearman秩相关系数ρ在0.63和0.66之间,p ≪ 0.01)。基于细胞和基于像素的分析结果之间相关性的评估证实了等效性(ρ >; 0.8,p ≪ 0.01(除了上皮区域中的CD20)。这些数据表明,我们的自适应阈值方法可以通过数字病理学对mIF染色的临床试验TMA数据集进行大规模分析,以进行精确的免疫分析。
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引用次数: 0
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Journal of Pathology Clinical Research
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