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Clinicopathological features and cancer transcriptomic profiling of poorly cohesive gastric carcinoma subtypes 粘连性差的胃癌亚型的临床病理特征和癌症转录组图谱。
IF 4.1 2区 医学 Q1 Medicine Pub Date : 2024-06-11 DOI: 10.1002/2056-4538.12387
Hung-Hsuan Yen, Pin-Yu Chen, Ruby Yun-Ju Huang, Jung-Ming Jeng, I-Rue Lai

Gastric poorly cohesive carcinoma (PCC) manifests with a diffuse pattern and diverse tumor cell morphologies, often indicating a more unfavorable prognosis. Recent consensus has reclassified PCC based on the proportion of signet-ring cells (SRCs) in tumors for research purposes. The two most distinct subtypes, poorly cohesive carcinoma not otherwise specified (PCC-NOS) and signet-ring cell carcinoma (SRCC), are characterized by less than 10% and more than 90% SRCs, respectively. However, research comparing the clinicopathological and transcriptomic differences between these subtypes remains limited. In this study, we conducted a comparative analysis of clinicopathological features in 55 advanced-stage PCCs, consisting of 43 PCC-NOS and 12 SRCC cases. Subsequently, 12 PCC-NOS and 5 SRCC cases were randomly selected for initial cancer-related gene expression profiling and pathway enrichment analysis using the GeoMx digital spatial profiler, followed by validation in a separate validation group comprising 16 PCC-NOS and 6 SRCC cases. These transcriptomic findings were then correlated with tumor morphology and clinicopathological data. PCC-NOS cases exhibited larger tumor size, a higher prevalence of pathological N3 disease, and a worse 1-year progression-free survival rate compared to SRCC cases. Clustering of PCC-NOS and SRCC was successfully achieved using the GeoMx Cancer Transcriptome Atlas. Among all studied genes, only MMP7 showed differential expression, with its overexpression significantly associated with the PCC-NOS subtype, increased perineural invasion, and earlier disease progression. Pathway analysis revealed significantly enriched pathways in PCC-NOS related to vesicle-mediated transport, adaptive immune systems, oncogenic signaling, and extracellular matrix organization, while SRCC displayed significant enrichment in pathways associated with respiratory electron transport and the cell cycle. In conclusion, this study compares and correlates clinicopathological features and transcriptomic data between PCC-NOS and SRCC at advanced stages, employing the latest consensus classification and a novel platform for analysis.

胃癌(PCC)表现为弥漫性和多种肿瘤细胞形态,通常预示着较差的预后。为了便于研究,最近的共识是根据肿瘤中标志环细胞(SRC)的比例对 PCC 进行重新分类。两个最明显的亚型,即未另作规定的粘连性差的癌(PCC-NOS)和标志环细胞癌(SRCC),其特征分别是 SRC 的比例低于 10%和高于 90%。然而,比较这些亚型的临床病理学和转录组学差异的研究仍然有限。在本研究中,我们对 55 例晚期 PCC(包括 43 例 PCC-NOS 和 12 例 SRCC)的临床病理特征进行了比较分析。随后,我们随机选取了 12 例 PCC-NOS 和 5 例 SRCC 病例,使用 GeoMx 数字空间图谱分析仪进行了初步的癌症相关基因表达图谱分析和通路富集分析,并在由 16 例 PCC-NOS 和 6 例 SRCC 病例组成的单独验证组中进行了验证。然后将这些转录组研究结果与肿瘤形态学和临床病理学数据相关联。与 SRCC 病例相比,PCC-NOS 病例的肿瘤体积更大,病理 N3 病变发生率更高,1 年无进展生存率更低。利用GeoMx癌症转录组图谱成功实现了PCC-NOS和SRCC的聚类。在所有研究基因中,只有MMP7表现出差异表达,其过表达与PCC-NOS亚型、神经周围侵袭增加和疾病进展提前显著相关。通路分析显示,PCC-NOS 中与囊泡介导的转运、适应性免疫系统、致癌信号转导和细胞外基质组织相关的通路明显富集,而 SRCC 中与呼吸电子转运和细胞周期相关的通路明显富集。总之,本研究采用最新的共识分类和新型分析平台,比较并关联了处于晚期阶段的 PCC-NOS 和 SRCC 的临床病理特征和转录组数据。
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引用次数: 0
The Glasgow Microenvironment Score: an exemplar of contemporary biomarker evolution in colorectal cancer 格拉斯哥微环境评分:当代结直肠癌生物标志物演变的典范。
IF 4.1 2区 医学 Q1 Medicine Pub Date : 2024-06-09 DOI: 10.1002/2056-4538.12385
Katrina Knight, Christopher Bigley, Kathryn Pennel, Jennifer Hay, Noori Maka, Donald McMillan, James Park, Campbell Roxburgh, Joanne Edwards

Colorectal cancer remains a leading cause of mortality worldwide. Significant variation in response to treatment and survival is evident among patients with similar stage disease. Molecular profiling has highlighted the heterogeneity of colorectal cancer but has had limited impact in daily clinical practice. Biomarkers with robust prognostic and therapeutic relevance are urgently required. Ideally, biomarkers would be derived from H&E sections used for routine pathological staging, have reliable sensitivity and specificity, and require minimal additional training. The biomarker targets would capture key pathological features with proven additive prognostic and clinical utility, such as the local inflammatory response and tumour microenvironment. The Glasgow Microenvironment Score (GMS), first described in 2014, combines assessment of peritumoural inflammation at the invasive margin with quantification of tumour stromal content. Using H&E sections, the Klintrup–Mäkinen (KM) grade is determined by qualitative morphological assessment of the peritumoural lymphocytic infiltrate at the invasive margin and tumour stroma percentage (TSP) calculated in a semi-quantitative manner as a percentage of stroma within the visible field. The resulting three prognostic categories have direct clinical relevance: GMS 0 denotes a tumour with a dense inflammatory infiltrate/high KM grade at the invasive margin and improved survival; GMS 1 represents weak inflammatory response and low TSP associated with intermediate survival; and GMS 2 tumours are typified by a weak inflammatory response, high TSP, and inferior survival. The prognostic capacity of the GMS has been widely validated while its potential to guide chemotherapy has been demonstrated in a large phase 3 trial cohort. Here, we detail its journey from conception through validation to clinical translation and outline the future for this promising and practical biomarker.

结肠直肠癌仍然是全球死亡的主要原因。分期相似的患者对治疗的反应和存活率明显不同。分子图谱分析凸显了结直肠癌的异质性,但对日常临床实践的影响有限。目前急需具有强大预后和治疗相关性的生物标志物。理想的情况是,生物标志物可以从用于常规病理分期的 H&E 切片中提取,具有可靠的灵敏度和特异性,并且只需最低限度的额外培训。生物标志物的目标将捕捉关键的病理特征,这些特征已被证实对预后和临床有用,如局部炎症反应和肿瘤微环境。格拉斯哥微环境评分(GMS)于2014年首次被描述,它将侵袭边缘的瘤周炎症评估与肿瘤基质含量量化相结合。利用H&E切片,通过对浸润边缘瘤周淋巴细胞浸润的定性形态学评估确定克林特鲁普-迈基宁(KM)分级,并以半定量方式计算肿瘤基质百分比(TSP),即可见视野内基质的百分比。由此得出的三个预后类别具有直接的临床意义:GMS 0 表示肿瘤有密集的炎症浸润/浸润边缘有较高的 KM 等级,生存率较高;GMS 1 表示炎症反应较弱,TSP 较低,生存率处于中等水平;GMS 2 表示肿瘤炎症反应较弱,TSP 较高,生存率较低。GMS 的预后能力已得到广泛验证,其指导化疗的潜力已在一项大型三期试验中得到证实。在此,我们将详细介绍它从构想、验证到临床转化的过程,并概述这一前景广阔且实用的生物标记物的未来。
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引用次数: 0
Gastric cancer immune microenvironment score predicts neoadjuvant chemotherapy efficacy and prognosis 胃癌免疫微环境评分可预测新辅助化疗的疗效和预后
IF 4.1 2区 医学 Q1 Medicine Pub Date : 2024-05-22 DOI: 10.1002/2056-4538.12378
Shaoji Zhao, Yinan Liu, Li Ding, Chaoyue Zhang, Jinning Ye, Kaiyu Sun, Wu Song, Shirong Cai, Yulong He, Jianjun Peng, Jianbo Xu

The efficacy of neoadjuvant chemotherapy (NACT) in patients with advanced gastric cancer (GC) varies greatly. Thus, we aimed to verify the predictive value of tumor-infiltrating immune cells (TIICs) on the treatment response to NACT and the prognosis of patients with advanced GC, and to explore the impact of NACT on the tumor immune microenvironment (TIME). Paired tumor tissues (pre- and post-NACT) from patients with advanced GC were collected for this study. TIICs were assessed using immunohistochemistry staining and analyzed using logistic regression to establish an immune microenvironment score for GC (ISGC score) and predict NACT efficacy. Kaplan–Meier curves were used to evaluate the survival outcome of patients. The results showed that TIME was dramatically heterogeneous between NACT response and nonresponse patients. In the validation cohort, the ISGC score demonstrated good predictive performance for treatment response to NACT. Moreover, high ISGC indicated better long-term survival in patients with advanced GC. Furthermore, tumor-infiltrated T cells (CD3+ and CD8+) and CD11c+ macrophages were significantly increased in the response group, while CD163+ macrophages and FOXP3+ Treg cells were decreased after NACT. However, opposite results were exhibited in the nonresponse group. Finally, we found that the percentage of programmed cell death ligand 1 (PD-L1)-positive tumors was 31% (32/104) pre-NACT and 49% (51/104) post-NACT, and almost all patients with elevated PD-L1 were in the NACT response group. The ISGC model accurately predicted NACT efficacy and classified patients with GC into different survival groups. NACT regulates the TIME in GC, which may provide strategies for personalized immunotherapy.

新辅助化疗(NACT)对晚期胃癌(GC)患者的疗效差异很大。因此,我们旨在验证肿瘤浸润免疫细胞(TIICs)对晚期胃癌患者NACT治疗反应和预后的预测价值,并探讨NACT对肿瘤免疫微环境(TIME)的影响。本研究收集了晚期 GC 患者的配对肿瘤组织(NACT 前和 NACT 后)。采用免疫组化染色法评估TIIC,并通过逻辑回归分析建立GC免疫微环境评分(ISGC评分),预测NACT疗效。Kaplan-Meier 曲线用于评估患者的生存结果。结果显示,NACT应答患者和非应答患者的TIME差异很大。在验证队列中,ISGC 评分对 NACT 治疗反应具有良好的预测性。此外,高 ISGC 表示晚期 GC 患者的长期生存率更高。此外,NACT治疗后,反应组的肿瘤浸润T细胞(CD3+和CD8+)和CD11c+巨噬细胞显著增加,而CD163+巨噬细胞和FOXP3+Treg细胞减少。然而,无反应组的结果却相反。最后,我们发现程序性细胞死亡配体 1(PD-L1)阳性肿瘤的比例在 NACT 前为 31%(32/104),NACT 后为 49%(51/104),几乎所有 PD-L1 升高的患者都属于 NACT 反应组。ISGC模型准确预测了NACT的疗效,并将GC患者分为不同的生存组。NACT调节了GC的TIME,这可能为个性化免疫疗法提供了策略。
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引用次数: 0
KRT81 and HNF1A expression in pancreatic ductal adenocarcinoma: investigation of predictive and prognostic value of immunohistochemistry-based subtyping 胰腺导管腺癌中 KRT81 和 HNF1A 的表达:基于免疫组化亚型的预测和预后价值研究。
IF 4.1 2区 医学 Q1 Medicine Pub Date : 2024-05-15 DOI: 10.1002/2056-4538.12377
Jia Rao, Marianne Sinn, Uwe Pelzer, Hanno Riess, Helmut Oettle, Ihsan E Demir, Helmut Friess, Carsten Jäger, Katja Steiger, Alexander Muckenhuber

Even after decades of research, pancreatic ductal adenocarcinoma (PDAC) remains a highly lethal disease and responses to conventional treatments remain mostly poor. Subclassification of PDAC into distinct biological subtypes has been proposed by various groups to further improve patient outcome and reduce unnecessary side effects. Recently, an immunohistochemistry (IHC)-based subtyping method using cytokeratin-81 (KRT81) and hepatocyte nuclear factor 1A (HNF1A) could recapitulate some of the previously established molecular subtyping methods, while providing significant prognostic and, to a limited degree, also predictive information. We refined the KRT81/HNF1A subtyping method to classify PDAC into three distinct biological subtypes. The prognostic value of the IHC-based method was investigated in two primary resected cohorts, which include 269 and 286 patients, respectively. In the second cohort, we also assessed the predictive effect for response to erlotinib + gemcitabine. In both PDAC cohorts, the new HNF1A-positive subtype was associated with the best survival, the KRT81-positive subtype with the worst, and the double-negative with an intermediate survival (p < 0.001 and p < 0.001, respectively) in univariate and multivariate analyses. In the second cohort (CONKO-005), the IHC-based subtype was additionally found to have a potential predictive value for the erlotinib-based treatment effect. The revised IHC-based subtyping using KRT81 and HNF1A has prognostic significance for PDAC patients and may be of value in predicting treatment response to specific therapeutic agents.

即使经过数十年的研究,胰腺导管腺癌(PDAC)仍然是一种致死率很高的疾病,而且对常规治疗的反应大多不佳。为了进一步改善患者的预后并减少不必要的副作用,不同研究小组提出了将 PDAC 划分为不同生物学亚型的建议。最近,一种基于免疫组化(IHC)的亚型分类方法使用细胞角蛋白-81(KRT81)和肝细胞核因子 1A(HNF1A)可以再现之前建立的一些分子亚型分类方法,同时提供重要的预后信息,并在一定程度上提供预测信息。我们改进了 KRT81/HNF1A 亚型划分方法,将 PDAC 划分为三种不同的生物学亚型。基于 IHC 的方法的预后价值在两个原发切除队列中进行了研究,这两个队列分别包括 269 名和 286 名患者。在第二个队列中,我们还评估了厄洛替尼+吉西他滨治疗反应的预测效果。在这两个PDAC队列中,新的HNF1A阳性亚型与最佳生存率相关,KRT81阳性亚型与最差生存率相关,而双阴性亚型与中等生存率相关(p
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引用次数: 0
Recurrent and novel fusions detected by targeted RNA sequencing as part of the diagnostic workflow of soft tissue and bone tumours 将靶向 RNA 测序作为软组织和骨肿瘤诊断工作流程的一部分,检测复发性和新型融合。
IF 4.1 2区 医学 Q1 Medicine Pub Date : 2024-05-13 DOI: 10.1002/2056-4538.12376
Rafael Zago Baltazar, Sofie Claerhout, Sara Vander Borght, Lien Spans, Raphael Sciot, Patrick Schöffski, Daphne Hompes, Friedl Sinnaeve, Hazem Wafa, Marleen Renard, Mari FCM van den Hout, Astrid Vernemmen, Louis Libbrecht, An-Katrien De Roo, Filomena Mazzeo, Cédric van Marcke, Karen Deraedt, Claire Bourgain, Isabelle Vanden Bempt

The identification of gene fusions has become an integral part of soft tissue and bone tumour diagnosis. We investigated the added value of targeted RNA-based sequencing (targeted RNA-seq, Archer FusionPlex) to our current molecular diagnostic workflow of these tumours, which is based on fluorescence in situ hybridisation (FISH) for the detection of gene fusions using 25 probes. In a series of 131 diagnostic samples targeted RNA-seq identified a gene fusion, BCOR internal tandem duplication or ALK deletion in 47 cases (35.9%). For 74 cases, encompassing 137 FISH analyses, concordance between FISH and targeted RNA-seq was evaluated. A positive or negative FISH result was confirmed by targeted RNA-seq in 27 out of 49 (55.1%) and 81 out of 88 (92.0%) analyses, respectively. While negative concordance was high, targeted RNA-seq identified a canonical gene fusion in seven cases despite a negative FISH result. The 22 discordant FISH-positive analyses showed a lower percentage of rearrangement-positive nuclei (range 15–41%) compared to the concordant FISH-positive analyses (>41% of nuclei in 88.9% of cases). Six FISH analyses (in four cases) were finally considered false positive based on histological and targeted RNA-seq findings. For the EWSR1 FISH probe, we observed a gene-dependent disparity (p = 0.0020), with 8 out of 35 cases showing a discordance between FISH and targeted RNA-seq (22.9%). This study demonstrates an added value of targeted RNA-seq to our current diagnostic workflow of soft tissue and bone tumours in 19 out of 131 cases (14.5%), which we categorised as altered diagnosis (3 cases), added precision (6 cases), or augmented spectrum (10 cases). In the latter subgroup, four novel fusion transcripts were found for which the clinical relevance remains unclear: NAB2::NCOA2, YAP1::NUTM2B, HSPA8::BRAF, and PDE2A::PLAG1. Overall, targeted RNA-seq has proven extremely valuable in the diagnostic workflow of soft tissue and bone tumours.

基因融合的鉴定已成为软组织和骨肿瘤诊断不可或缺的一部分。我们研究了基于 RNA 的靶向测序(靶向 RNA-seq,Archer FusionPlex)对目前这些肿瘤分子诊断工作流程的附加价值,该流程基于荧光原位杂交(FISH),使用 25 个探针检测基因融合。在一系列 131 个诊断样本中,有 47 个病例(35.9%)的靶向 RNA-seq 发现了基因融合、BCOR 内部串联重复或 ALK 缺失。在 74 个病例(包括 137 项 FISH 分析)中,对 FISH 和靶向 RNA-seq 的一致性进行了评估。在 49 次分析中有 27 次(55.1%)和 88 次分析中有 81 次(92.0%)的 FISH 阳性或阴性结果分别得到了靶向 RNA-seq 的证实。虽然阴性结果的一致性很高,但在 7 个病例中,尽管 FISH 结果为阴性,但靶向 RNA-seq 还是发现了典型基因融合。与一致的 FISH 阳性分析(在 88.9% 的病例中,>41% 的核仁)相比,22 例不一致的 FISH 阳性分析中重排阳性核仁的比例较低(范围为 15-41%)。根据组织学和靶向 RNA-seq 研究结果,有 6 项 FISH 分析(4 例)最终被认为是假阳性。对于 EWSR1 FISH 探针,我们观察到了基因依赖性差异(p = 0.0020),35 个病例中有 8 个病例的 FISH 和靶向 RNA-seq 结果不一致(22.9%)。这项研究表明,在 131 个病例中,有 19 个病例(14.5%)的靶向 RNA-seq 为我们目前的软组织和骨肿瘤诊断工作流程带来了附加值,我们将其归类为改变诊断(3 个病例)、提高精确度(6 个病例)或增强谱系(10 个病例)。在后一亚组中,我们发现了四个新的融合转录本,其临床意义尚不清楚:NAB2::NCOA2、YAP1::NUTM2B、HSPA8::BRAF 和 PDE2A::PLAG1。总之,靶向 RNA-seq 已被证明在软组织和骨肿瘤的诊断流程中极具价值。
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引用次数: 0
Comprehensive genomic profiling of pulmonary spindle cell carcinoma using tissue and plasma samples: insights from a real-world cohort analysis 利用组织和血浆样本对肺纺锤形细胞癌进行全面基因组分析:现实世界队列分析的启示
IF 4.1 2区 医学 Q1 Medicine Pub Date : 2024-04-25 DOI: 10.1002/2056-4538.12375
Yi Sun, Shilei Qin, Song Wang, Jiaohui Pang, Qiuxiang Ou, Weiquan Liang, Hai Zhong

Pulmonary spindle cell carcinoma (PSCC) is a rare and aggressive non-small cell lung cancer (NSCLC) subtype with a dismal prognosis. The molecular characteristics of PSCC are largely unknown due to its rarity, which limits the diagnosis and treatment of this historically poorly characterized malignancy. We present comprehensive genomic profiling results of baseline tumor samples from 22 patients histologically diagnosed with PSCC, representing the largest cohort to date. Somatic genetic variant detection was compared between paired plasma samples and primary tumors from 13 patients within our cohort. The associations among genomic features, treatment, and prognosis were also analyzed in representative patient cases. TP53 (54.5%), TERT (36.4%), CDKN2A (27.3%), and MET (22.7%) were most frequently mutated. Notably, 81.8% of patients had actionable targets in their baseline tumors, including MET (22.7%), ERBB2 (13.6%), EGFR (9.1%), KRAS (9.1%), ALK (9.1%), and ROS1 (4.5%). The median tumor mutation burden (TMB) for PSCC tumors was 5.5 mutations per megabase (muts/Mb). TMB-high tumors (>10 muts/Mb) exhibited a significantly higher mutation frequency in genes such as KRAS, ARID2, FOXL2, and LRP1B, as well as within the DNA mismatch repair pathway. The detection rates for single nucleotide variants and structural variants were comparable between matched tumor and plasma samples, with 48.6% of genetic variants being mutually identified in both sample types. Additionally, a patient with a high mutation load and positive PD-L1 expression demonstrated a 7-month survival benefit from chemoimmunotherapy. Furthermore, a patient with an ALK-rearranged tumor achieved a remarkable 3-year progression-free survival following crizotinib treatment. Overall, our findings deepen the understanding of the complex genomic landscape of PSCC, revealing actionable targets amenable to tailored treatment of this poorly characterized malignancy.

肺纺锤形细胞癌(PSCC)是一种罕见的侵袭性非小细胞肺癌(NSCLC)亚型,预后不良。由于其罕见性,肺纺锤细胞癌的分子特征在很大程度上不为人所知,这限制了对这种历来特征不明显的恶性肿瘤的诊断和治疗。我们展示了 22 例经组织学诊断为 PSCC 患者的基线肿瘤样本的全面基因组图谱分析结果,这是迄今为止规模最大的一组样本。我们对队列中 13 名患者的配对血浆样本和原发肿瘤进行了体细胞基因变异检测比较。我们还分析了具有代表性的患者病例的基因组特征、治疗和预后之间的关联。TP53(54.5%)、TERT(36.4%)、CDKN2A(27.3%)和MET(22.7%)是最常见的突变基因。值得注意的是,81.8%的患者基线肿瘤中有可采取行动的靶点,包括MET(22.7%)、ERBB2(13.6%)、表皮生长因子受体(9.1%)、KRAS(9.1%)、ALK(9.1%)和ROS1(4.5%)。PSCC肿瘤的中位肿瘤突变负荷(TMB)为5.5个突变/兆碱基(muts/Mb)。TMB高的肿瘤(>10 muts/Mb)在KRAS、ARID2、FOXL2和LRP1B等基因以及DNA错配修复途径中的突变频率明显更高。单核苷酸变异和结构变异的检出率在匹配的肿瘤样本和血浆样本中相当,48.6%的基因变异在两种样本中都能相互识别。此外,一名突变负荷高且PD-L1表达阳性的患者在化疗免疫疗法中获益7个月的生存期。此外,一名患有ALK重组肿瘤的患者在接受克唑替尼治疗后获得了3年的无进展生存。总之,我们的研究结果加深了人们对PSCC复杂基因组图谱的了解,揭示了可用于这种特征不明显恶性肿瘤定制治疗的可行靶点。
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引用次数: 0
Histopathological tumour microenvironment score independently predicts outcome in primary operable colorectal cancer 组织病理学肿瘤微环境评分可独立预测原发性可手术结直肠癌的预后
IF 4.1 2区 医学 Q1 Medicine Pub Date : 2024-04-22 DOI: 10.1002/2056-4538.12374
Phimmada Hatthakarnkul, Kathryn Pennel, Peter Alexander, Hester van Wyk, Antonia Roseweir, Jitwadee Inthagard, Jennifer Hay, Ditte Andersen, Noori Maka, James Park, Campbell Roxburgh, Chanitra Thuwajit, Donald McMillan, Joanne Edwards

Colorectal cancer (CRC) is a heterogenous malignancy and research is focused on identifying novel ways to subtype patients. In this study, a novel classification system, tumour microenvironment score (TMS), was devised based on Klintrup–Mäkinen grade (KMG), tumour stroma percentage (TSP), and tumour budding. TMS was performed using a haematoxylin and eosin (H&E)-stained section from retrospective CRC discovery and validation cohorts (n = 1,030, n = 787). TMS0 patients had high KMG, TMS1 were low for KMG, TSP, and budding, TMS2 were high for budding, or TSP and TMS3 were high for TSP and budding. Scores were assessed for association with survival and clinicopathological characteristics. Mutational landscaping and Templated Oligo-Sequencing (TempO-Seq) profiling were performed to establish differences in the underlying biology of TMS. TMS was independently prognostic in both cohorts (p < 0.001, p < 0.001), with TMS3 predictive of the shortest survival times. TMS3 was associated with adverse clinical features including sidedness, local and distant recurrence, higher T stage, higher N stage, and presence of margin involvement. Gene set enrichment analysis of TempO-Seq data showed higher expression of genes associated with hallmarks of cancer pathways including epithelial to mesenchymal transition (p < 0.001), IL2 STAT5 signalling (p = 0.007), and angiogenesis (p = 0.017) in TMS3. Additionally, enrichment of immunosuppressive immune signatures was associated with TMS3 classification. In conclusion, TMS represents a novel and clinically relevant method for subtyping CRC patients from a single H&E-stained tumour section.

结直肠癌(CRC)是一种异质性恶性肿瘤,研究的重点是确定对患者进行亚型的新方法。本研究根据克林特鲁普-迈基宁分级(KMG)、肿瘤基质百分比(TSP)和肿瘤出芽情况设计了一种新型分类系统--肿瘤微环境评分(TMS)。TMS 采用回顾性 CRC 发现和验证队列(n = 1,030, n = 787)中的血栓素和伊红(H&E)染色切片。TMS0患者的KMG较高,TMS1患者的KMG、TSP和出芽率较低,TMS2患者的出芽率较高,或TSP和TMS3患者的TSP和出芽率较高。评估得分与存活率和临床病理特征的关系。为了确定TMS潜在生物学特性的差异,研究人员进行了突变景观分析和模板寡测序(TempO-Seq)分析。在两个队列中,TMS都是独立的预后指标(p <0.001,p <0.001),其中TMS3可预测最短的生存时间。TMS3与不良临床特征相关,包括偏侧、局部和远处复发、较高的T分期、较高的N分期以及边缘受累。TempO-Seq 数据的基因组富集分析表明,在 TMS3 中,与癌症通路标志相关的基因表达较高,包括上皮到间质转化(p < 0.001)、IL2 STAT5 信号(p = 0.007)和血管生成(p = 0.017)。此外,免疫抑制免疫特征的富集与 TMS3 分类有关。总之,TMS 是通过单个 H&E 染色肿瘤切片对 CRC 患者进行亚型分类的一种新型临床相关方法。
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引用次数: 0
Contribution of tumour and immune cells to PD-L1 expression as a predictive biomarker in metastatic triple-negative breast cancer: exploratory analysis from KEYNOTE-119 肿瘤细胞和免疫细胞对作为转移性三阴性乳腺癌预测性生物标记物的 PD-L1 表达的贡献:来自 KEYNOTE-119 的探索性分析
IF 4.1 2区 医学 Q1 Medicine Pub Date : 2024-04-16 DOI: 10.1002/2056-4538.12371
Javier Cortes, Eric P Winer, Oleg Lipatov, Seock-Ah Im, Anthony Gonçalves, Eva Muñoz-Couselo, Keun Seok Lee, Peter Schmid, Kenji Tamura, Laura Testa, Isabell Witzel, Shoichiro Ohtani, Stephanie Hund, Karina Kulangara, Vassiliki Karantza, Jaime A Mejia, Junshui Ma, Petar Jelinic, Lingkang Huang, Scott K Pruitt, Kenneth Emancipator

The efficacy of pembrolizumab monotherapy versus chemotherapy increased with increasing programmed death ligand 1 (PD-L1) expression, as quantified by combined positive score (CPS; PD-L1 expression on both tumour cells and immune cells) in patients with previously treated metastatic triple-negative breast cancer (mTNBC) in the phase 3 KEYNOTE-119 study. This exploratory analysis was conducted to determine whether the expression of PD-L1 on tumour cells contributes to the predictive value of PD-L1 CPS in mTNBC. PD-L1 expression in tumour samples was assessed using PD-L1 IHC 22C3 pharmDx and quantified using both CPS and tumour proportion score (TPS; PD-L1 expression on tumour cells alone). Calculated immune cell density (CID) was defined as CPS minus TPS. The ability of each scoring method (CPS, TPS, and CID) to predict clinical outcomes with pembrolizumab was evaluated. With pembrolizumab, the area under the receiver operating characteristic curve was 0.69 (95% CI = 0.58–0.80) for CPS, 0.55 (95% CI = 0.46–0.64) for TPS, and 0.67 (95% CI = 0.56–0.77) for CID. After correction for cutoff prevalence, CPS performed as well as, if not better than, CID with respect to predicting objective response rate, progression-free survival, and overall survival. Data from this exploratory analysis suggest that, although PD-L1 expression on immune cells alone is predictive of response to programmed death 1 blockade in mTNBC, adding tumour PD-L1 expression assessment (i.e. CPS, which combines immune cell and tumour cell PD-L1 expression) may improve prediction. PD-L1 CPS thus remains an effective and broadly applicable uniform scoring system for enriching response to programmed death 1 blockade with pembrolizumab in mTNBC as well as other tumour types.

在3期KEYNOTE-119研究中,在既往接受过治疗的转移性三阴性乳腺癌(mTNBC)患者中,随着程序性死亡配体1(PD-L1)表达量的增加,pembrolizumab单药与化疗相比的疗效也会增加,其量化指标为联合阳性评分(CPS;PD-L1在肿瘤细胞和免疫细胞上的表达量)。这项探索性分析旨在确定肿瘤细胞中 PD-L1 的表达是否有助于 PD-L1 CPS 在 mTNBC 中的预测价值。使用 PD-L1 IHC 22C3 pharmDx 评估肿瘤样本中的 PD-L1 表达,并使用 CPS 和肿瘤比例评分(TPS;仅肿瘤细胞上的 PD-L1 表达)进行量化。计算的免疫细胞密度(CID)定义为 CPS 减 TPS。评估了每种评分方法(CPS、TPS和CID)预测使用pembrolizumab的临床结果的能力。使用 Pembrolizumab 时,CPS 的接收器操作特征曲线下面积为 0.69(95% CI = 0.58-0.80),TPS 为 0.55(95% CI = 0.46-0.64),CID 为 0.67(95% CI = 0.56-0.77)。校正截断流行率后,CPS 在预测客观反应率、无进展生存期和总生存期方面的表现与 CID 相当,甚至更好。这项探索性分析的数据表明,虽然免疫细胞上的 PD-L1 表达本身就能预测 mTNBC 对程序性死亡 1 阻断剂的反应,但增加肿瘤 PD-L1 表达评估(即 CPS,结合了免疫细胞和肿瘤细胞的 PD-L1 表达)可能会提高预测效果。因此,PD-L1 CPS仍是一种有效且广泛适用的统一评分系统,可用于丰富pembrolizumab对mTNBC和其他肿瘤类型的程序性死亡1阻断治疗的反应。
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引用次数: 0
Prediction of immunochemotherapy response for diffuse large B-cell lymphoma using artificial intelligence digital pathology 利用人工智能数字病理学预测弥漫大 B 细胞淋巴瘤的免疫化疗反应
IF 4.1 2区 医学 Q1 Medicine Pub Date : 2024-04-08 DOI: 10.1002/2056-4538.12370
Jeong Hoon Lee, Ga-Young Song, Jonghyun Lee, Sae-Ryung Kang, Kyoung Min Moon, Yoo-Duk Choi, Jeanne Shen, Myung-Giun Noh, Deok-Hwan Yang

Diffuse large B-cell lymphoma (DLBCL) is a heterogeneous and prevalent subtype of aggressive non-Hodgkin lymphoma that poses diagnostic and prognostic challenges, particularly in predicting drug responsiveness. In this study, we used digital pathology and deep learning to predict responses to immunochemotherapy in patients with DLBCL. We retrospectively collected 251 slide images from 216 DLBCL patients treated with rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP), with their immunochemotherapy response labels. The digital pathology images were processed using contrastive learning for feature extraction. A multi-modal prediction model was developed by integrating clinical data and pathology image features. Knowledge distillation was employed to mitigate overfitting on gigapixel histopathology images to create a model that predicts responses based solely on pathology images. Based on the importance derived from the attention mechanism of the model, we extracted histological features that were considered key textures associated with drug responsiveness. The multi-modal prediction model achieved an impressive area under the ROC curve of 0.856, demonstrating significant associations with clinical variables such as Ann Arbor stage, International Prognostic Index, and bulky disease. Survival analyses indicated their effectiveness in predicting relapse-free survival. External validation using TCGA datasets supported the model's ability to predict survival differences. Additionally, pathology-based predictions show promise as independent prognostic indicators. Histopathological analysis identified centroblastic and immunoblastic features to be associated with treatment response, aligning with previous morphological classifications and highlighting the objectivity and reproducibility of artificial intelligence-based diagnosis. This study introduces a novel approach that combines digital pathology and clinical data to predict the response to immunochemotherapy in patients with DLBCL. This model shows great promise as a diagnostic and prognostic tool for clinical management of DLBCL. Further research and genomic data integration hold the potential to enhance its impact on clinical practice, ultimately improving patient outcomes.

弥漫大 B 细胞淋巴瘤(DLBCL)是侵袭性非霍奇金淋巴瘤的一种异质性流行亚型,给诊断和预后带来了挑战,尤其是在预测药物反应性方面。在这项研究中,我们利用数字病理学和深度学习来预测 DLBCL 患者对免疫化疗的反应。我们回顾性地收集了216名接受利妥昔单抗、环磷酰胺、多柔比星、长春新碱和泼尼松(R-CHOP)治疗的DLBCL患者的251张幻灯片图像,以及他们的免疫化疗反应标签。数字病理图像通过对比学习进行特征提取。通过整合临床数据和病理图像特征,建立了一个多模式预测模型。通过知识提炼,减轻了对千兆像素组织病理图像的过度拟合,从而建立了一个仅根据病理图像预测反应的模型。根据模型的注意机制得出的重要性,我们提取了被认为与药物反应性相关的关键纹理的组织学特征。多模态预测模型的 ROC 曲线下面积达到了令人印象深刻的 0.856,显示出与临床变量(如安娜堡分期、国际预后指数和大块疾病)的显著关联。生存期分析表明,该模型能有效预测无复发生存期。使用 TCGA 数据集进行的外部验证支持了该模型预测生存期差异的能力。此外,基于病理学的预测有望成为独立的预后指标。组织病理学分析发现成中心细胞和免疫细胞特征与治疗反应相关,这与之前的形态学分类一致,突出了基于人工智能诊断的客观性和可重复性。本研究介绍了一种结合数字病理学和临床数据预测 DLBCL 患者免疫化疗反应的新方法。该模型有望成为 DLBCL 临床管理的诊断和预后工具。进一步的研究和基因组数据整合有可能增强其对临床实践的影响,最终改善患者的预后。
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引用次数: 0
Diagnosing adult and pediatric extrapulmonary tuberculosis by MPT64 antigen detection with immunohistochemistry and immunocytochemistry using reproduced polyclonal antibodies 使用复制的多克隆抗体,通过免疫组织化学和免疫细胞化学检测 MPT64 抗原,诊断成人和小儿肺外结核病
IF 4.1 2区 医学 Q1 Medicine Pub Date : 2024-04-04 DOI: 10.1002/2056-4538.12373
Ole Magnus Bjørgaas Helle, Mala Kanthali, Sheeba Ishtiaq, Atiqa Ambreen, Manju Raj Purohit, Tehmina Mustafa

Diagnosing extrapulmonary tuberculosis (EPTB) is challenging. Immunohistochemistry or immunocytochemistry has been used to diagnose tuberculosis (TB) by detection of MPT64 antigen from various extrapulmonary specimens and has shown good diagnostic performance in our previous studies. The test can distinguish between disease caused by Mycobacterium tuberculosis (Mtb) complex and nontuberculous mycobacteria and can be applied on formalin-fixed paraffin-embedded tissue. As the antibodies previously used were in limited supply, a new batch of polyclonal antibodies was developed for scale-up and evaluated for the first time in this study. Our aim was to assess the diagnostic accuracy of the MPT64 test with reproduced antibodies in the high burden settings of Pakistan and India. Patients were enrolled prospectively. Samples from suspected sites of infection were collected and subjected to histopathologic and/or cytologic evaluation, routine TB diagnostics, GeneXpert MTB/RIF (Xpert), and the MPT64 antigen detection test. Patients were followed until the end of treatment. Based on a composite reference standard (CRS), 556 patients were categorized as TB cases and 175 as non-TB cases. The MPT64 test performed well on biopsies with a sensitivity and specificity of 94% and 75%, respectively, against a CRS. For cytology samples, the sensitivity was low (36%), whereas the specificity was 81%. Overall, the MPT64 test showed higher sensitivity (73%) than Xpert (38%) and Mtb culture (33%). The test performed equally well in adults and children. We found an additive diagnostic value of the MPT64 test in conjunction with histology and molecular tests, increasing the yield for EPTB. In conclusion, immunochemical staining with MPT64 antibodies improves the diagnosis of EPTB in high burden settings and could be a valuable addition to routine diagnostics.

诊断肺外结核病(EPTB)具有挑战性。免疫组化或免疫细胞化学已被用于通过检测各种肺外标本中的 MPT64 抗原来诊断肺结核(TB),并在我们之前的研究中显示出良好的诊断效果。该检测可区分由结核分枝杆菌(Mtb)复合体和非结核分枝杆菌引起的疾病,并可用于福尔马林固定的石蜡包埋组织。由于之前使用的抗体供应有限,我们开发了一批新的多克隆抗体用于扩大规模,并在本研究中首次进行了评估。我们的目的是评估在巴基斯坦和印度的高负担环境中使用复制抗体进行 MPT64 检测的诊断准确性。患者均为前瞻性登记。从疑似感染部位采集样本并进行组织病理学和/或细胞学评估、常规肺结核诊断、GeneXpert MTB/RIF (Xpert) 和 MPT64 抗原检测试验。对患者进行随访直至治疗结束。根据综合参考标准(CRS),556 名患者被归类为肺结核病例,175 名患者被归类为非肺结核病例。MPT64 检测在活组织检查中表现良好,与 CRS 相比,灵敏度和特异性分别为 94% 和 75%。而细胞学样本的灵敏度较低(36%),特异性为 81%。总体而言,MPT64 检验的灵敏度(73%)高于 Xpert(38%)和 Mtb 培养(33%)。该检测在成人和儿童中的表现同样出色。我们发现,MPT64 检测与组织学和分子检测相结合具有附加诊断价值,可提高 EPTB 的检出率。总之,使用 MPT64 抗体进行免疫化学染色可提高高负担环境中 EPTB 的诊断率,是常规诊断的重要补充。
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引用次数: 0
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Journal of Pathology Clinical Research
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