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Exploring Intratumoral Budding in Colorectal Cancer Using Computational Pathology: A Biopsy-Based Evaluation 利用计算病理学探索结直肠癌的瘤内芽生:基于活检的评估。
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-11-09 DOI: 10.1016/j.modpat.2024.100655
Sonay Kuş Öztürk , John-Melle Bokhorst , Elias Baumann , Kieran Sheahan , Cornelis J.H. van de Velde , Corrie A.M. Marijnen , Geke A.P. Hospers , Michail Doukas , Michael Vieth , Alessandro Lugli , Iris D. Nagtegaal
Owing to insufficient evidence, tumor budding (TB) is not currently evaluated in colorectal cancer (CRC) biopsies. This study investigates TB in CRC by establishing the value of intratumoral budding (ITB) in resection specimens and assessing the feasibility and clinical value of TB in biopsies. TB was assessed using an algorithm in all cases. In a test cohort of 555 primarily surgically treated CRC patients, we assessed the prognostic impact of ITB compared with peritumoral budding (PTB). The distribution of ITB in the uppermost 5 mm of resection specimens was analyzed to validate TB counting in biopsies. We further validated the prognostic and predictive impact of TB in biopsies of 285 rectal cancer patients, focusing on overall survival and response to neoadjuvant therapy. High-grade TB, whether intratumoral or peritumoral and in biopsies or resections, was associated with advanced pathological stage, lymphatic invasion, infiltrative tumor border, and poor overall survival in the test cohort. Superficial ITBs (0-3 mm from the lumen) accurately predicted the final TB grade based on PTB in 87% of tumors, with 87% of tumors having at least 1 superficial ITB hotspot. ITB (hazard ratio, 3.5; 95% CI, 1.1-10.8) was an independent predictor of overall survival, unlike PTB. In the validation cohort, TB presence in biopsies significantly reduced the likelihood of achieving a pathological complete response (odds ratio, 0.3; 95% CI, 0.1-0.7; P = .007). ITB is as prognostic as PTB, and evaluating both can improve risk stratification in CRC. TB assessment in biopsies can identify poor prognosis and predict response to neoadjuvant therapy.
由于证据不足,目前尚未对结直肠癌(CRC)活检中的肿瘤出芽(TB)进行评估。本研究通过确定切除标本中瘤内芽生(ITB)的价值以及评估活检中瘤内芽生的可行性和临床价值,对 CRC 中瘤内芽生进行了研究。在所有病例中,均采用算法对 TB 进行评估。在由 555 例主要接受手术治疗的 CRC 患者组成的测试队列中,我们评估了 ITB 与瘤周芽生 (PTB) 相比对预后的影响。我们分析了 ITB 在切除标本最上层 5 毫米处的分布情况,以验证活检中的结核计数。我们进一步验证了 285 例直肠癌患者活检中 TB 对预后和预测的影响,重点关注总生存期和对新辅助治疗的反应。在测试队列中,无论是瘤内还是瘤周,无论是活检还是切除,高级别结核都与晚期病理分期、淋巴浸润、肿瘤边界浸润和总生存率低有关。表层 ITB(距管腔 0-3 毫米)可根据 PTB 准确预测 87% 肿瘤的最终 TB 分级,其中 87% 的肿瘤至少有一个表层 ITB 热点。与 PTB 不同,ITB(危险比 3.5,95% CI 1.1-10.8)是总生存率的独立预测因子。在验证队列中,活检中出现结核可显著降低获得病理完全反应的可能性(几率比 0.3,95% CI 0.1-0.7,p=0.007)。ITB与PTB一样具有预后作用,对两者进行评估可改善CRC的风险分层。活组织检查中的结核评估可确定预后不良的情况,并预测对新辅助治疗的反应。
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引用次数: 0
Detection of Alternative Lengthening of Telomeres via Chromogenic In Situ Hybridization for the Prognostication of PanNETs and Other Neoplasms. 通过变色原位杂交(ALT-CISH)检测端粒的替代性延长,用于 PanNET 和其他肿瘤的诊断
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-11-09 DOI: 10.1016/j.modpat.2024.100651
Christopher M Heaphy, Simmi Patel, Katelyn Smith, Anne R Wondisford, Michelle L Lynskey, Roderick J O'Sullivan, Kimberly Fuhrer, Xiaoli Han, Raja R Seethala, Ta-Chiang Liu, Dengfeng Cao, Onur Ertunc, Qizhi Zheng, Marija Stojanova, Amer H Zureikat, Alessandro Paniccia, Kenneth Lee, Melanie C Ongchin, James F Pingpank, Herbert J Zeh, Melissa E Hogg, David Geller, James Wallis Marsh, Randall E Brand, Jennifer S Chennat, Rohit Das, Kenneth E Fasanella, Charles Gabbert, Asif Khalid, Kevin McGrath, Anne Marie Lennon, Savreet Sarkaria, Harkirat Singh, Adam Slivka, Dennis Hsu, Janie Y Zhang, Benjamin A Nacev, Marina N Nikiforova, Abigail I Wald, Neel Vaddi, Angelo M De Marzo, Anju H Singhi, Phoenix D Bell, Aatur D Singhi

Molecular studies have shown alternative lengthening to telomeres (ALT) to be an important prognostic biomarker of shorter relapse-free survival (RFS) for patients with pancreatic neuroendocrine tumors (PanNETs) and other neoplasms. However, the preferred method of detecting ALT in tissue is by fluorescence in situ hybridization (FISH), which has several clinical limitations. These issues necessitate the creation of a chromogenic ALT assay that can be easily implemented into routine practice. A chromogenic in situ hybridization (CISH) assay was developed using genetically modified osteosarcoma cell lines, 20 normal pancreata, 20 ALT-positive PanNETs, and 20 ALT-negative PanNETs. Thereafter, it was validated on a multiinstitutional cohort of 360 surgically resected PanNETs and correlated with multiple clinicopathologic features, RFS, and FISH results. Separately, 109 leiomyosarcomas (LMS) were evaluated by both CISH and FISH, and, similarly, the prognostic significance of ALT status was assessed. Upon optimization, ALT-CISH was identified in 112 of 360 (31%) primary PanNETs and was 100% concordant with FISH testing. ALT correlated with several adverse prognostic findings and distant metastasis (all P < .004). The 5-year RFS for patients with ALT-positive PanNETs was 35% as compared with 94% for ALT-negative PanNETs. By multivariate analysis, ALT was an independent prognostic factor for shorter RFS. Similarly, ALT was associated with shorter RFS in patients with LMS and, analogous to PanNETs, a negative, independent prognostic factor. ALT-CISH was developed and validated in not only PanNETs but also sarcomas, specifically LMS. CISH testing has multiple advantages over FISH that facilitate its widespread clinical use in the detection of ALT and prognostication of patients with diverse neoplasms.

分子研究表明,ALT 是胰腺神经内分泌肿瘤(PanNET)和其他肿瘤患者缩短无复发生存期(RFS)的重要预后生物标志物。然而,检测组织中 ALT 的首选方法是荧光原位杂交 (FISH),这种方法有一些临床局限性。鉴于这些问题,有必要开发一种易于在常规临床实践中使用的色原 ALT 检测方法。我们利用转基因骨肉瘤细胞系、20 个正常胰腺、20 个 ALT 阳性的 PanNET 和 20 个 ALT 阴性的 PanNET 开发了一种 CISH 检测方法。此后,在一个由 360 例手术切除的 PanNET 组成的多机构队列中对其进行了验证,并将其与多种临床病理特征、RFS 和 FISH 结果相关联。另外,还通过 CISH 和 FISH 评估了 109 例子宫肌瘤(LMS),并同样评估了 ALT 状态的预后意义。经优化后,360 个原发性 PanNET 中有 112 个(31%)确定了 ALT-CISH,且与 FISH 检测结果 100%一致。ALT 与几种不良预后结果和远处转移相关(所有 p
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引用次数: 0
Spatial Architecture of Single-Cell and Vasculature in Tumor Microenvironment Predicts Clinical Outcomes in Triple-Negative Breast Cancer 肿瘤微环境中单细胞和血管的空间结构可预测三阴性乳腺癌的临床结果
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-11-08 DOI: 10.1016/j.modpat.2024.100652
Haoyang Mi , Ravi Varadhan , Ashley M. Cimino-Mathews , Leisha A. Emens , Cesar A. Santa-Maria , Aleksander S. Popel
Triple-negative breast cancer (TNBC) is an aggressive subtype of breast cancer with limited treatment options, which warrants the identification of novel therapeutic targets. Deciphering nuances in the tumor microenvironment (TME) may unveil insightful links between antitumor immunity and clinical outcomes; however, such connections remain underexplored. Here, we employed a data set derived from imaging mass cytometry of 71 TNBC patient specimens at single-cell resolution and performed in-depth quantifications with a suite of multiscale computational algorithms. The TNBC TME reflected a heterogeneous ecosystem with high spatial and compositional heterogeneity. Spatial analysis identified 10 recurrent cellular neighborhoods—a collection of local TME characteristics with unique cell components. The prevalence of cellular neighborhoods enriched with B cells, fibroblasts, and tumor cells, in conjunction with vascular density and perivasculature immune profiles, could significantly enrich long-term survivors. Furthermore, relative spatial colocalization of SMAhi fibroblasts and tumor cells compared with B cells correlated significantly with favorable clinical outcomes. Using a deep learning model trained on engineered spatial data, we can predict with high accuracy (mean area under the receiver operating characteristic curve of 5-fold cross-validation = 0.71) how a separate cohort of patients in the NeoTRIP clinical trial will respond to treatment based on baseline TME features. These data reinforce that the TME architecture is structured in cellular compositions, spatial organizations, vasculature biology, and molecular profiles and suggest novel imaging-based biomarkers for the treatment development in the context of TNBC.
三阴性乳腺癌(TNBC)是乳腺癌的一种侵袭性亚型,治疗方案有限,因此需要确定新的治疗靶点。破译肿瘤微环境(TME)中的细微差别可能会揭示抗肿瘤免疫与临床结果之间的深刻联系,但这种联系仍未得到充分探索。在这里,我们采用了一个数据集,该数据集来自 71 例 TNBC 患者标本的单细胞分辨率成像质谱,并利用一套多尺度计算算法进行了深入量化。TNBC TME 反映了一个具有高度空间异质性和成分异质性的异质性生态系统。空间分析确定了十个重复出现的细胞邻域(CN)--具有独特细胞成分的局部TME特征集合。富含B细胞、成纤维细胞和肿瘤细胞的细胞邻域与血管密度和血管周围免疫特征相结合,可显著丰富长期存活者的细胞邻域。此外,与B细胞相比,SMAhi成纤维细胞和肿瘤细胞的相对空间共定位与良好的临床结果有显著相关性。利用在工程空间数据上训练的深度学习模型,我们可以根据基线 TME 特征,高精度地预测 NeoTRIP 临床试验中的一组患者对治疗的反应(5 倍交叉验证的平均 AUC = 0.71)。这些数据强化了TME结构在细胞组成、空间组织、血管生物学和分子特征方面的结构性,并为TNBC的治疗开发提出了基于成像的新型生物标记物。
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引用次数: 0
Superficial Neurocristic FET::ETS Fusion Tumor: Expanding the Clinicopathological and Molecular Genetic Spectrum of a Recently Described Entity 浅表神经嵴FET::ETS融合瘤:扩展新近描述实体的临床病理学和分子遗传学谱系。
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-11-08 DOI: 10.1016/j.modpat.2024.100656
Carina A. Dehner , Laura M. Warmke , Brandon Umphress , Faizan Malik , Jeffrey M. Cloutier , Josephine K. Dermawan , Mike Fritz , Syril Keena T. Que , Baptiste Ameline , Karen J. Fritchie , Darcy A. Kerr , Konstantinos Linos , Daniel Baumhoer , Steven D. Billings , Andrew L. Folpe
Superficial neurocristic EWSR1::FLI1 fusion tumor is a very recently described, clinically indolent tumor of the skin and superficial soft tissues, which differs in essentially all ways from Ewing sarcoma, despite harboring an identical fusion event. The EWSR1 and FLI1 genes are members of the FET and ETS gene family, respectively, and very rare examples of Ewing sarcoma harbor alternative FET::ETS fusion events, such as EWSR1::ERG, FUS::FLI1, FUS::ERG, EWSR1::ETV4, and others. We report 5 new cases of this very rare entity, harboring in 3 cases alternative FET::ETS fusion events. The tumors occurred in 2 males and 3 females (median age, 14 years, range, 8-69 years) and presented as solitary dermal/subcutaneous masses of the thigh, foot, shoulder, arm, and back (median size, 1.8 cm; range, 1-2 cm). All patients underwent wide excisions; one received adjuvant chemotherapy. Clinical follow-up on 3 patients (median, 24 months; range, 18-31 months) showed all to be without disease. Morphologically, all tumors displayed typical features of this entity as described, with nests of cytologically bland, diffusely S100 protein/SOX10-positive round cells without mitotic activity, surrounded by fibrous bands containing spindled cells with similar nuclear features. The tumors also showed membranous CD99 (4/5) and nuclear NKX2.2 (3/3) expression. RNA sequencing (5 cases) demonstrated FUS::FLI1, FUS::ERG, EWSR1::FLI1, EWSR1::ERG, and a novel FUS::ETV5. Methylation profiling (4 cases) showed all to cluster with previously reported superficial neurocristic EWSR1::FLI1 fusion tumors and apart from conventional and “adamantinoma-like” Ewing sarcoma. Our findings confirm the distinctive clinicopathological features of this very rare, recently described entity and expand its molecular genetic spectrum. Reflecting on these findings, we propose modifying the name of this entity to “superficial neurocristic FET::ETS fusion tumor.”
表皮神经肉瘤 EWSR1::FLI1 融合瘤是一种最近才被描述的、临床上不太活跃的皮肤和表皮软组织肿瘤,尽管它与尤文肉瘤有相同的融合基因,但在所有方面都与尤文肉瘤不同。EWSR1和FLI1基因分别是FET和ETS基因家族的成员,极少数尤文肉瘤携带替代的FET::ETS融合事件,如EWSR1::ERG、FUS::FLI1、FUS::ERG、EWSR1::ETV4等。我们报告了5例这种非常罕见的新病例,其中3例携带替代性FET::ETS融合事件。这些肿瘤分别发生在 2 名男性和 3 名女性身上(中位年龄 14 岁;范围 8-69 岁),表现为大腿、足部、肩部、手臂和背部的真皮/皮下单发肿块(中位尺寸 1.8 厘米;范围:1-2 厘米)。所有患者均接受了广泛切除术,其中一人接受了辅助化疗。对 3 名患者的临床随访(中位数:24 个月;范围:18-31 个月)显示,所有患者均无疾病。从形态学上看,所有肿瘤都显示出上述实体瘤的典型特征,即细胞学上无斑点、弥漫性 S100 蛋白/SOX10 阳性、无有丝分裂活动的圆形细胞巢,周围是含有具有类似核特征的纺锤形细胞的纤维带。肿瘤还显示膜CD99(4/5)和核NKX2.2(3/3)表达。RNA测序(4例)显示FUS::FLI1、FUS::ERG、EWSR1::FLI1、EWSR1::ERG和新型FUS::ETV5。甲基化分析(4 个病例)显示,所有病例都与之前报道的浅表神经肉瘤 EWSR1::FLI1 融合肿瘤聚集在一起,与传统的和 "金刚瘤样 "尤文肉瘤不同。我们的研究结果证实了这种非常罕见、最近才被描述的实体肿瘤的独特临床病理特征,并扩大了其分子遗传谱。为了反映这些发现,我们建议将这一实体的名称改为 "浅表神经克里斯蒂FET::ETS融合瘤"。
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引用次数: 0
Evidence for Unified Assessment Criteria of HER2 Immunohistochemistry in Colorectal Carcinoma. 结直肠癌 HER2 IHC 统一评估标准的证据
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-11-08 DOI: 10.1016/j.modpat.2024.100654
Mark G Evans, Harris B Krause, Joanne Xiu, Andrew Elliott, Emil Lou, Hassan Ghani, Rhonda K Yantiss, Monica Garcia-Buitrago, Yuki Matsubara, Yoshiaki Nakamura, Jinru Shia, Rona Yaeger, Milan Radovich, David A Bryant, Matthew J Oberley, Jaclyn F Hechtman

Human epidermal growth factor receptor-2 (HER2) expression is an important biomarker for the management of RAS wild-type metastatic colorectal carcinoma (CRC). Immunohistochemistry (IHC) with reflex in situ hybridization (ISH) is accepted as a standard method of assessment, yet there are currently the following 2 sets of criteria used to interpret results: the HER2 Amplification for Colorectal Cancer Enhanced Stratification (HERACLES) criteria and the MyPathway criteria. The HER2 Amplification for Colorectal Cancer Enhanced Stratification criteria require ISH confirmation when IHC staining is 3+ in 10% to 49% of cells, whereas the MyPathway criteria mirror those for gastric HER2 assessment and do not recommend ISH confirmation in the previously referenced scenario. We aimed to assess the prevalence of HER2 3+ heterogeneity and its association with ERBB2 copy number amplification to evaluate the necessity of ISH testing when IHC staining is 3+ in <50% of cells. Next-generation sequencing of DNA (592-gene panel or whole exome sequencing) was performed for 13,208 CRC tumors submitted to Caris Life Sciences. HER2 (4B5) expression was tested using IHC. A subset of tumors was tested for ERBB2 amplification via chromogenic ISH and/or via next-generation sequencing (copy number amplification). χ2 tests or Fisher exact tests were applied where appropriate, with P values adjusted for multiple comparisons (P < .05). Of 13,208 CRCs with HER2 IHC, 87.4% (11,541/13,208) were negative for HER2 expression (≤3+ intensity and <10% tumor-cell staining) and 11.2% (1473/13,208) demonstrated at least low HER2 expression (1 to 2+ and ≥10%). Only 1.5% (194/13,208) of all tested tumors were either positive or heterogeneously positive for HER2 overexpression (3+ and ≥10%). Of these, 14% (28/194) had heterogenous HER2 overexpression (3+ staining of 10%-49% of cells). Among 22 HER2-positive/heterogenous cases with successful ISH testing, 100% (22/22) demonstrated amplification via ISH. Because the classification of tumors as HER2-positive/heterogenous using IHC correlated very closely with ISH positivity, our results suggest that ISH is likely unnecessary for CRCs with 3+ HER2 overexpression in 10% to 49% of neoplastic cells.

HER2 表达是治疗 RAS 野生型转移性结直肠癌 (CRC) 的重要生物标志物。带有反射性原位杂交(ISH)的免疫组化(IHC)是公认的标准评估方法,但目前有两套用于解释结果的标准:HERACLES 标准和 My Pathway 标准。HERACLES 标准要求在 10-49% 的细胞中 IHC 染色为 3+ 时进行 ISH 确认,而 My Pathway 标准参照了胃癌 HER2 评估标准,不建议在前面提到的情况下进行 ISH 确认。我们的目的是评估 HER2 3+ 异质性的发生率及其与 ERBB2 拷贝数扩增(CNA)的关联性,以评估当 IHC 染色在 2/Fisher-Exact检验中出现 3+ 时进行 ISH 检验的必要性,并酌情对 p 值进行多重比较调整(p< 0.05)。在 13 208 例进行了 HER2 IHC 检测的 CRC 中,87.4%(11 541/13 208 例)的 HER2 表达为阴性(强度≤3+,肿瘤细胞染色<10%),11.2%(1 473/13 208 例)至少有较低的 HER2 表达(1-2+,≥10%)。在所有检测的肿瘤中,只有 1.5%(194/13 208)的肿瘤呈 HER2 过表达阳性或异质性阳性(3+,≥10%)。其中,14%(28/194)为异质性 HER2 过表达(10-49% 的细胞染色为 3+)。在 22 例成功通过 ISH 检测的 HER2 阳性/异源性病例中,100%(22/22)通过 ISH 显示出扩增。由于 IHC 将肿瘤分类为 HER2 阳性/异源性与 ISH 阳性密切相关,因此我们的结果表明,对于 10-49% 的肿瘤细胞中 HER2 过表达为 3+ 的 CRC,很可能不需要 ISH。
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引用次数: 0
Stromal Tumor-Infiltrating Lymphocytes in Hormone Receptor-Positive/HER2 Negative Metastatic Breast Cancer. 激素受体阳性/HER2 阴性转移性乳腺癌的间质肿瘤浸润淋巴细胞。
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-11-08 DOI: 10.1016/j.modpat.2024.100650
Anirudh Pabba, Gitte Zels, Maxim De Schepper, Tatjana Geukens, Karen Van Baelen, Marion Maetens, Sophia Leduc, Ha-Linh Nguyen, Amena Mahdami, Josephine Van Cauwenberge, Kristien Borremans, Hava Izci, Sigrid Hatse, Patrick Neven, Hans Wildiers, Elia Biganzoli, Wouter Van Den Bogaert, François Richard, Giuseppe Floris, Christine Desmedt

The immune landscape of hormone receptor-positive, human epidermal growth factor receptor 2-negative metastatic breast cancer (HR+/HER2- mBC), the most common subtype of BC, remains understudied. This is mainly because of reduced sample acquisition opportunities from metastases as compared with primary tumors. In this study, we explored stromal tumor-infiltrating lymphocytes (sTIL) in metastatic samples collected through our post-mortem tissue donation program UZ/KU Leuven Post-mortem Tissue Donation program to Enhance Research (NCT04531696). sTIL were scored as a continuous parameter according to the international guidelines on 427 metastases and 38 primary untreated tumors acquired from 20 patients with HR+/HER2- mBC. Estrogen receptor (ER) status was evaluated on 362 metastases with a cutoff value for positivity set at 1% according to the American Society of Clinical Oncology/College of American Pathologists guidelines. Our analyses show that 54% and 15% of metastases had sTIL levels of ≥1% and ≥5%, respectively. sTIL levels tended to be lower in metastases as compared with their respective primary tumors (estimate, -2.83; 95% CI, -5.77 to 0.11; P = .07). sTIL levels were lower in metastases from invasive lobular carcinoma than in metastases from invasive breast carcinoma of no special type (estimate, -1.67; 95% CI, -2.35 to -0.98; P < .001). A loss of ER expression was observed in 14% of all metastases, yet a negative ER status was not significantly associated with increased sTIL levels. Finally, sTIL levels were significantly higher in lung and axillary lymph node metastases compared with all metastases. Although these analyses were conducted on multiple metastases obtained at the end of life after several lines of treatment, the data provide novel and valuable insights into the state of immune infiltration in patients with HR+/HER2- mBC.

激素受体阳性、HER2 阴性的转移性乳腺癌(HR+/HER2- mBC)是最常见的乳腺癌亚型,其免疫状况仍未得到充分研究。这主要是因为与原发肿瘤相比,从转移灶获取样本的机会较少。在这项研究中,我们探讨了通过死后组织捐献计划 UPTIDER(NCT04531696)收集的转移瘤样本中的基质肿瘤浸润淋巴细胞(sTIL)。根据国际指南,我们对从 20 位 HR+/HER2- mBC 患者身上采集的 427 例转移瘤和 38 例未经治疗的原发肿瘤的 sTIL 进行了连续参数评分。根据 ASCO/CAP 指南,对 362 例转移瘤进行了ER状态评估,阳性临界值定为 1%。我们的分析表明,分别有 54% 和 15% 的转移灶的 sTIL 水平大于 1% 和大于 5%。与各自的原发肿瘤相比,转移灶的 sTIL 水平往往较低(估计值:-2.浸润性小叶癌转移灶的 sTIL 水平低于无特殊类型的浸润性乳腺癌转移灶(估计值:-1.67,95%CI:-2.35--0.98,P:0.07):
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引用次数: 0
Weakly Supervised Multiple Instance Learning Model With Generalization Ability for Clinical Adenocarcinoma Screening on Serous Cavity Effusion Pathology. 针对浆液性腔积液病理临床腺癌筛查的具有泛化能力的弱监督多实例学习模型
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-11-06 DOI: 10.1016/j.modpat.2024.100648
Yupeng Zhang, Xiaolong Zhu, Li Zhong, Jingjing Wu, Jianling Chen, Hongqin Yang, Sheng Zhang, Kun Wang, Saifan Zeng

Accurate and rapid screening of adenocarcinoma cells in serous cavity effusion is vital in diagnosing the stage of metastatic tumors and providing prompt medical treatment. However, it is often difficult for pathologists to screen serous cavity effusion. Fixed agglutination cell block can help to improve diagnostic sensitivity in malignant tumor cells through analyzing larger volumes of serous cavity effusion, although it could accordingly lead to screening of more cells for pathologists. With the advent of whole slide imaging and development of artificial intelligence, advanced deep learning models are expected to assist pathologists in improving diagnostic efficiency and accuracy. In this study, so far as we know, it is the first time to use cell block technology combined with a proposed weakly supervised deep learning model with multiple instance learning method to screen serous adenocarcinoma. The comparative experiments were implemented through 5-fold cross-validation, and the results demonstrated that our proposed model not only achieves state-of-the-art performance under weak supervision while balancing the number of learnable parameters and computational costs and reduces the workload of pathologists but also presents a quantitative and interpretable cellular pathologic scene of serous adenocarcinoma with superior interpretability and strong generalization capability. The performances and features of the model indicate its effectiveness in the rapid screening and diagnosis of serous cavity effusion and its potential in broad clinical application prospects, eg, in precision medical applications. Moreover, the constructed 2 real-world pathologic data sets would be the first public whole slide imaging data sets of serous cavity effusion with adenocarcinoma based on cell block sections, which can help assist colleagues.

准确、快速地筛查浆液性腔积液中的腺癌细胞,对于诊断转移性肿瘤的分期和提供及时的治疗至关重要。然而,病理学家通常很难对浆液性腔积液进行筛查。固定凝集细胞块有助于通过分析更大量的浆液性腔积液来提高恶性肿瘤细胞的诊断灵敏度,但这也会相应地导致病理学家需要筛选更多的细胞。随着全切片成像技术的出现和人工智能的发展,先进的深度学习模型有望帮助病理学家提高诊断效率和准确性。在这项研究中,据我们所知,这是首次使用细胞块技术结合多实例学习方法的弱监督深度学习模型来筛查浆液性腺癌。通过五倍交叉验证进行了对比实验,结果表明,我们提出的模型不仅在弱监督下实现了最先进的性能,同时平衡了可学习参数的数量和计算成本,减轻了病理学家的工作量,而且呈现了一个定量可解释的浆液性腺癌细胞病理场景,具有优越的可解释性和较强的泛化能力。该模型的性能和特点表明,它能有效地快速筛查和诊断浆液性腔积液,在精准医疗等方面具有广阔的临床应用前景。此外,所构建的两个真实病理数据集将是首个基于细胞块切片的浆液性腔积液伴腺癌的公开WSI数据集,可为同行提供帮助。
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引用次数: 0
Proximal and Classic Epithelioid Sarcomas are Distinct Molecular Entities Defined by MYC/GATA3 and SOX17/Endothelial Markers, Respectively 近端上皮样肉瘤和典型上皮样肉瘤是不同的分子实体,分别由 MYC/GATA3 和 SOX17/内皮标志物定义。
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-11-02 DOI: 10.1016/j.modpat.2024.100647
Luca Sigalotti , Anna Maria Frezza , Marta Sbaraglia , Elisa Del Savio , Davide Baldazzi , Beatrice Valenti , Elena Bellan , Ilaria De Benedictis , Michele Doni , Marco Gambarotti , Bruno Vincenzi , Antonella Brunello , Giacomo Giulio Baldi , Emanuela Palmerini , Sandro Pasquali , Maria Elena Ciuffetti , Veronica Varano , Filippo Cappello , Viviana Appolloni , Chiara Pastrello , Roberta Maestro
Epithelioid sarcoma (ES) is a rare tumor hallmarked by the loss of INI1/SMARCB1 expression. Apart from this alteration, little is known about the biology of ES. Despite recent advances in treatment, the prognosis of ES remains unsatisfactory. To elucidate the molecular underpinnings of ES, and to identify diagnostic biomarkers and potential therapeutic vulnerabilities, we performed an integrated omics profiling (RNA sequencing and methylation array) of 24 primary, untreated ESs. Transcriptome and methylome analysis identified 2 distinct molecular clusters that essentially corresponded to the morphologic variants of ES, classic ES (C-ES) and the more aggressive proximal ES (P-ES). The P-ES group was characterized by hyperactivation of GATA3 and MYC pathways, with extensive epigenetic rewiring associated with EZH2 overexpression. Both DNA methylation and gene expression analysis indicated a striking similarity with the “MYC subgroup” of atypical teratoid/rhabdoid tumor, another SMARCB1-deficient tumor, implying a shared molecular background and potential therapeutic vulnerabilities. Conversely, the C-ES group exhibited an endothelial-like molecular profile, with expression of vascular genes and elevated proangiogenic SOX17 signaling. Immunohistochemistry validated the overexpression of the chromatin regulators GATA3 (9/12 vs 0/16) and EZH2 (7/7 vs 2/6) in P-ESs, and of the vascular factors SOX17 (8/8 vs 1/10) and N-cadherin (5/9 vs 0/10) in C-ESs. Therefore, these molecules emerge as potential diagnostic tools to fill the gap represented by the lack of ES subtype-specific biomarkers. In summary, our study shows that P-ES and C-ES represent distinct molecular entities defined by MYC/GATA3 and SOX17/endothelial molecular traits, respectively. Besides providing insights into the biology of ES, our study pinpoints subtype-specific biomarkers and potential therapeutic vulnerabilities.
上皮样肉瘤(ES)是一种以 INI1/SMARCB1 表达缺失为特征的罕见肿瘤。除这一改变外,人们对 ES 的生物学特性知之甚少。尽管最近在治疗方面取得了进展,但 ES 的预后仍不令人满意。为了阐明 ES 的分子基础,确定诊断生物标志物和潜在的治疗漏洞,我们对 24 例未经治疗的原发性 ES 进行了综合全息图谱分析(RNA 测序和甲基化阵列)。转录组和甲基化组分析确定了两个不同的分子群,它们基本上对应于 ES 的形态变异,即典型 ES(C-ES)和更具侵袭性的近端 ES(P-ES)。P-ES 组的特点是 GATA3 和 MYC 通路的过度激活,以及与 EZH2 过度表达相关的广泛表观遗传学改组。DNA甲基化和基因表达分析表明,P-ES组与另一种SMARCB1缺陷肿瘤ATRT的 "MYC亚组 "有惊人的相似性,这意味着两者有共同的分子背景和潜在的治疗弱点。相反,C-ES 组则表现出内皮样分子特征,血管基因表达和促血管生成 SOX17 信号的升高。免疫组化验证了染色质调控因子GATA3(9/12 vs. 0/16)和EZH2(7/7 vs. 2/6)在P-ESs中的过表达,以及血管因子SOX17(8/8 vs. 1/10)和N-cadherin(5/9 vs. 0/10)在C-ESs中的过表达。因此,这些分子可作为潜在的诊断工具,填补ES亚型特异性生物标志物缺乏的空白。总之,我们的研究表明,P-ES 和 C-ES 分别代表了由 MYC/GATA3 和 SOX17/内皮分子特征定义的不同分子实体。除了深入了解 ES 的生物学特性外,我们的研究还指出了亚型特异性生物标志物和潜在的治疗弱点。
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引用次数: 0
Refining Diagnostic Subtypes of Peripheral T-Cell Lymphoma Using a Multiparameter Approach 利用多参数方法完善外周 T 细胞淋巴瘤的诊断亚型
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-11-02 DOI: 10.1016/j.modpat.2024.100646
Catalina Amador , Dennis D. Weisenburger , Ana Gomez , Alyssa Bouska , Ahmad Alshomrani , Sunandini Sharma , Ab Rauf Shah , Timothy C. Greiner , Francisco Vega , Andreas Rosenwald , German Ott , Andrew L. Feldman , Elaine S. Jaffe , Neval Ozkaya , Sarah L. Ondrejka , James R. Cook , Philipp W. Raess , Kerry J. Savage , Graham W. Slack , Joo Y. Song , Javeed Iqbal
Peripheral T-cell lymphoma (PTCL) is a heterogeneous group of neoplasms, with many cases remaining unclassifiable and categorized as PTCL-not otherwise specified (PTCL-NOS). Gene expression profiling (GEP) has delineated 2 prognostic subtypes within PTCL-NOS, PTCL-TBX21 and PTCL-GATA3, characterized by distinctive transcriptomes and a different prognosis. To further evaluate the pathologic features of these subgroups, 101 PTCL cases that did not meet specific criteria for well-defined T-cell lymphoma entities underwent detailed pathologic, immunophenotypic (including T follicular helper [TFH] biomarkers), and GEP analyses, separating them into PTCL-NOS (n = 63) and PTCL-TFH (also known as nodal PTCL-TFH, NOS, and TFH lymphoma, NOS) (n = 38). PTCL-NOS cases were further categorized into PTCL-GATA3 (n = 22; 34%) and PTCL-TBX21 (n = 41; 66%), and a significant association (P < .02) with overall survival was reaffirmed. Histopathologic assessment showed PTCL-GATA3 cases were characterized by monotonous medium-sized or large transformed cells with a minimal tumor microenvironment (TME) compared with PTCL-TBX21 cases, which consisted of pleomorphic cells in a polymorphous TME (P < .05). GEP analysis validated these TME distinctions. Immunophenotypic analysis showed that PTCL-GATA3 cases were predominantly CD4+CD8- and associated with significantly higher LEF1, MYC, and CD30 expression (P < .05). PTCL-TBX21 displayed a more diverse biomarker profile with the following 2 subgroups: one expressing cytotoxic antigens and enriched in CD8+CD4 or CD8CD4 phenotype, and another lacking cytotoxic markers but showing a CD4+CD8 phenotype with increased ICOS expression, but devoid of other TFH markers. The PTCL-TFH cases correlated with an angioimmunoblastic T-cell lymphoma gene signature, had more Epstein-Barr encoding region-positive cells than the PTCL-GATA3 and PTCL-TBX21 cases, and a subset had some morphologic features of angioimmunoblastic T-cell lymphoma (P < .01). This study highlights the unique morphologic and phenotypic variations within the newly identified PTCL subtypes and should enable a more precise diagnosis and tailored therapeutic strategies in the future.
外周T细胞淋巴瘤(PTCL)是一个异质性的类别,许多病例无法分类,被称为未另作规定的PTCL(PTCL-NOS)。基因表达谱分析(GEP)已在 PTCL-NOS 中划分出两种预后亚型,即 PTCL-TBX21 和 PTCL-GATA3,它们具有不同的转录组和不同的预后。为进一步评估这些亚群的病理特征,对101例不符合明确定义的T细胞淋巴瘤实体特定标准的PTCL病例进行了详细的病理、免疫表型(包括TFH生物标记物)和GEP分析,将其分为PTCL-NOS(n=63)和PTCL-TFH(又称结节性PTCL-TFH,NOS和TFH淋巴瘤,NOS)(n=38)。PTCL-NOS病例被进一步分为PTCL-GATA3(22例,占34%)和PTCL-TBX21(41例,占66%),并再次证实其与总生存率(OS)有显著关联(P<0.02)。组织病理学评估显示,与PTCL-TBX21病例相比,PTCL-GATA3病例以单形中型或大型转化细胞为特征,肿瘤微环境(TME)极小,而PTCL-TBX21病例则由多形TME中的多形性细胞组成(P<0.05)。GEP 分析验证了这些 TME 区分。免疫表型分析表明,PTCL-GATA3 病例主要为 CD4+CD8-,LEF1、MYC 和 CD30 表达明显较高(p < 0.05)。PTCL-TBX21 的生物标志物特征更为多样,有两个亚群:一个亚群表达细胞毒性抗原,富含 CD8+CD4- 或 CD8-CD4- 表型;另一个亚群缺乏细胞毒性标志物,但显示 CD4+CD8- 表型,ICOS 表达增加,但没有其他 TFH 标志物。PTCL-TFH病例与血管免疫母细胞性T细胞淋巴瘤(AITL)基因特征相关,与PTCL-GATA3和PTCL-TBX21病例相比,有更多的EBER阳性细胞,而且一部分病例具有AITL的某些形态特征(P<0.01)。这项研究强调了新发现的PTCL亚型中独特的形态学和表型变异,有助于今后更精确地诊断和制定有针对性的治疗策略。
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引用次数: 0
Clinicopathologic Characteristics and Follow-Up Outcomes of Invasive Breast Carcinoma With Different Positive HER2 Fluorescence In Situ Hybridization Patterns: Experience From a Single Academic Institution 具有不同 HER2 荧光原位杂交阳性模式的浸润性乳腺癌的临床病理特征和随访结果:来自一家学术机构的经验。
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-10-26 DOI: 10.1016/j.modpat.2024.100637
Zaibo Li, Yan Hu, Dan Jones, Weiqiang Zhao, Gary Tozbikian, Anil V. Parwani
Human epidermal growth factor receptor 2 (HER2)-positive breast carcinoma (BC) encompasses a spectrum of molecular subtypes, characterized by varying HER2/CEP17 ratios and HER2 copy numbers, influencing responses to anti-HER2 therapy. This study stratified HER2 fluorescence in situ hybridization (FISH)-positive patients into 3 distinct groups—group 1 with high copy number (G1-HC: ratio ≥2, copy number ≥6), group 1 with low copy number (G1-LC: ratio ≥2, copy number ≥4 and <6), and group 3 (G3: ratio <2.0, copy number ≥6.0)—and evaluated their clinicopathologic features, response to anti-HER2 therapy, and outcomes. In a cohort of 2702 continuous primary BCs, G1-HC BCs accounted for 304 cases (11.3%), G1-LC for 37 cases (1.4%), and G3 for 75 cases (2.8%). G1-HC BCs were associated with younger age, higher tumor grade, and estrogen receptor negativity compared with G1-LC BCs. Furthermore, G1-HC BCs exhibited increased progesterone receptor negativity and HER2 immunohistochemistry 3+ compared with G1-LC and G3 BCs. Analysis of the subgroup of HER2 immunohistochemistry 2+-only cases (n = 166) showed similar results. Notably, G1-HC patients exhibited significantly enhanced responses to anti-HER2 neoadjuvant chemotherapy compared with G1-LC and G3 patients. Conversely, G1-LC patients displayed a lower likelihood of disease-free status compared with G1-HC and G3 patients, albeit with no significant differences in overall survival, distant metastasis, or local recurrence among the groups. These findings offer valuable clinicopathologic insights into different HER2 FISH positive subgroups, potentially informing future criteria for interpreting HER2 FISH results.
人表皮生长因子受体 2(HER2)阳性乳腺癌(BC)包括一系列分子亚型,其特征是 HER2/CEP17 比率和 HER2 拷贝数各不相同,从而影响了抗 HER2 治疗的反应。这项研究将HER2荧光原位杂交(FISH)阳性患者分为三个不同的组别:高拷贝数第一组(G1-HC:比率≥2,拷贝数≥6)、低拷贝数第一组(G1-LC:比率≥2,拷贝数≥4和
{"title":"Clinicopathologic Characteristics and Follow-Up Outcomes of Invasive Breast Carcinoma With Different Positive HER2 Fluorescence In Situ Hybridization Patterns: Experience From a Single Academic Institution","authors":"Zaibo Li,&nbsp;Yan Hu,&nbsp;Dan Jones,&nbsp;Weiqiang Zhao,&nbsp;Gary Tozbikian,&nbsp;Anil V. Parwani","doi":"10.1016/j.modpat.2024.100637","DOIUrl":"10.1016/j.modpat.2024.100637","url":null,"abstract":"<div><div>Human epidermal growth factor receptor 2 (HER2)-positive breast carcinoma (BC) encompasses a spectrum of molecular subtypes, characterized by varying <em>HER2/CEP17</em> ratios and <em>HER2</em> copy numbers, influencing responses to anti-HER2 therapy. This study stratified <em>HER2</em> fluorescence in situ hybridization (FISH)-positive patients into 3 distinct groups—group 1 with high copy number (G1-HC: ratio ≥2, copy number ≥6), group 1 with low copy number (G1-LC: ratio ≥2, copy number ≥4 and &lt;6), and group 3 (G3: ratio &lt;2.0, copy number ≥6.0)—and evaluated their clinicopathologic features, response to anti-HER2 therapy, and outcomes. In a cohort of 2702 continuous primary BCs, G1-HC BCs accounted for 304 cases (11.3%), G1-LC for 37 cases (1.4%), and G3 for 75 cases (2.8%). G1-HC BCs were associated with younger age, higher tumor grade, and estrogen receptor negativity compared with G1-LC BCs. Furthermore, G1-HC BCs exhibited increased progesterone receptor negativity and HER2 immunohistochemistry 3+ compared with G1-LC and G3 BCs. Analysis of the subgroup of HER2 immunohistochemistry 2+-only cases (n = 166) showed similar results. Notably, G1-HC patients exhibited significantly enhanced responses to anti-HER2 neoadjuvant chemotherapy compared with G1-LC and G3 patients. Conversely, G1-LC patients displayed a lower likelihood of disease-free status compared with G1-HC and G3 patients, albeit with no significant differences in overall survival, distant metastasis, or local recurrence among the groups. These findings offer valuable clinicopathologic insights into different <em>HER2</em> FISH positive subgroups, potentially informing future criteria for interpreting <em>HER2</em> FISH results.</div></div>","PeriodicalId":18706,"journal":{"name":"Modern Pathology","volume":"38 1","pages":"Article 100637"},"PeriodicalIF":7.1,"publicationDate":"2024-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142567507","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Modern Pathology
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