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Deciphering WNT Signalling Vulnerabilities in Soft Tissue Sarcoma. 解读软组织肉瘤中的WNT信号脆弱性。
IF 2 4区 医学 Q3 CELL BIOLOGY Pub Date : 2025-01-01 Epub Date: 2025-03-20 DOI: 10.1159/000544933
Marina Pérez-Capó, Esther Martinez-Font, Elena Prados, Rafael Ramos, Raúl Sánchez Morillas, Maria Rosa Martorell, Oliver Vögler, Regina Alemany, Antònia Obrador-Hevia

Introduction: Soft tissue sarcomas (STSs) are a group of rare malignancies with limited treatment options and a persistent lack of effective therapies. Despite the heterogeneous nature of STS, the canonical WNT/β-catenin signalling pathway has been associated with sarcomagenesis and also with the initiation and progression of other cancers.

Methods: Eight patient-derived primary cultures representing different STS histological subtypes were characterized by immunohisto(cyto)chemistry, WNT/β-catenin activation and next-generation sequencing.

Results: Elevated levels of active phospho-β-catenin and its nuclear localization were found in all STS primary cultures, with heterogeneous downstream WNT signalling activation. Genomic analysis of matched STS tumours identified pathogenic or likely pathogenic genetic variants in crucial signalling pathways, including WNT, DNA damage repair, and PI3K/AKT/mTOR-MAPK pathways. Interestingly, 50% of STS tumours studied carried genetic variants in PIK3CA and PTEN genes with potential clinical significance, listed as predictive biomarkers of response to specific drugs (FDA level 3).

Conclusions: This study provides valuable insights into WNT signalling vulnerabilities in STS, offering a foundation for the development of targeted therapeutic strategies and the identification of potential biomarkers for personalized treatment approaches in this challenging group of malignancies.

简介:软组织肉瘤(STS)是一组罕见的恶性肿瘤,治疗选择有限,持续缺乏有效的治疗方法。尽管STS具有异质性,但典型的WNT/β-catenin信号通路与肉瘤发生有关,也与其他癌症的发生和进展有关。方法:采用免疫组织(细胞)化学、WNT/β-catenin活化和新一代测序(NGS)对8例不同STS组织学亚型的患者原代培养物进行表征。结果:在所有STS原代培养中发现活性磷酸-β-catenin及其核定位水平升高,下游WNT信号激活不均一。匹配的STS肿瘤的基因组分析发现了关键信号通路的致病或可能致病的遗传变异,包括WNT、DNA损伤修复和PI3K/AKT/mTOR-MAPK通路。有趣的是,研究中50%的STS肿瘤携带PIK3CA和PTEN基因的遗传变异,具有潜在的临床意义,被列为对特定药物反应的预测性生物标志物(fda级别3)。本研究对STS中WNT信号的脆弱性提供了有价值的见解,为开发靶向治疗策略和识别潜在的生物标志物提供了基础,为这一具有挑战性的恶性肿瘤的个性化治疗方法提供了基础。
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引用次数: 0
Improved Diagnosis of Glioblastoma, IDH-Wildtype, Metastasis through Molecular and DNA Methylation Profiling: Two Case Reports. 通过分子和DNA甲基化分析提高胶质母细胞瘤、idh野生型和转移的诊断:两例报告。
IF 2 4区 医学 Q3 CELL BIOLOGY Pub Date : 2025-01-01 Epub Date: 2025-05-19 DOI: 10.1159/000546348
Alexandre Bertucci, Elise Kaspi, Marylin Barrie, Laurence Schenone, Amira Amri, Alexandre Astier, Isabelle Nanni, Mario Abaji, Olivier Chinot, Patrice Roll, Emeline Tabouret, Romain Appay, Diane Frankel

Introduction: Glioblastoma, the most common primary malignant brain tumor in adults, accounts for approximately 50% of primary malignant brain tumors. Extracranial metastases are extremely rare, affecting <0.5% of patients. This article describes 2 cases where next-generation sequencing and DNA methylation profiling confirmed extracranial metastases of glioblastoma, IDH-WT.

Case presentation: The first case involves a 77-year-old man who developed lung and liver mass within months of diagnosis. While both biopsies revealed undifferentiated malignant tumor, identical genetic mutations on the lung biopsy and DNA methylation profiling on the liver biopsy confirmed glioblastoma metastases. The second case details a 75-year-old woman diagnosed with glioblastoma, IDH-WT who presented diffuse bone infiltration. Bone marrow aspirate and bone marrow biopsy associated with NGS and methylation profiling confirmed glioblastoma metastasis. Both patients succumbed within 8 months.

Conclusion: These cases underscore the importance of molecular diagnostics in identifying glioblastoma metastases and guiding treatment, particularly in rare presentations involving extracranial spread.

胶质母细胞瘤是成人最常见的原发性恶性脑肿瘤,约占原发性恶性脑肿瘤的50%。颅外转移非常罕见,影响很大
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引用次数: 0
Prognostic Value of Cancer-Associated Fibroblast Marker Expression in the Intratumoral and Marginal Areas of Soft Tissue Sarcoma. 软组织肉瘤瘤内和边缘区域 CAF 标记表达的预后价值。
IF 3.5 4区 医学 Q3 CELL BIOLOGY Pub Date : 2025-01-01 Epub Date: 2024-07-22 DOI: 10.1159/000539855
Michinobu Umakoshi, Yukitsugu Kudo-Asabe, Hiroyuki Tsuchie, Zhuo Li, Kei Koyama, Ken Miyabe, Makoto Yoshida, Hiroyuki Nagasawa, Hiroshi Nanjo, Kyoji Okada, Daichi Maeda, Naohisa Miyakoshi, Masamitsu Tanaka, Akiteru Goto

Introduction: The tumor microenvironment of sarcomas has not been studied in detail; in particular, little is known about cancer-associated fibroblasts (CAFs). Sarcoma cells are difficult to distinguish from CAFs, either histomorphologically or immunohistochemically.

Methods: We scored the expression of individual CAF markers (fibroblast-activating protein [FAP], CD10, and podoplanin) in the intratumoral and marginal areas of 133 sarcomas. We also examined the association between these markers, as well as the number of CD163-positive macrophages (i.e., tumor-associated macrophages), and clinical outcome.

Results: In all cases, the log-rank test revealed that those with high marker scores and macrophage counts (except for marginal CD10+ CAFs) showed significantly worse disease-free survival (DFS). Grade 2/3 cases with high CAF scores (excluding the marginal FAP and CD10 scores) showed significantly worse DFS, whereas those with high intratumoral FAP/CD10 and marginal podoplanin scores showed significantly worse metastasis-free survival (MFS), and those with high intratumoral CD10 score showed significantly worse local recurrence-free survival (LFS). Multivariate analysis identified intratumoral CD10/podoplanin scores and marginal FAP/podoplanin scores as independent prognostic factors for DFS, intratumoral FAP/CD10 and marginal FAP/podoplanin/CD163-positive macrophage scores as independent prognostic factors for MFS, and the intratumoral podoplanin score as an independent prognostic factor for LFS. There was a weak-to-moderate correlation between each score and CD163-positive macrophage counts.

Conclusion: Patients with high CAF marker expression in the intratumoral and marginal areas have a poorer outcome.

Introduction: The tumor microenvironment of sarcomas has not been studied in detail; in particular, little is known about cancer-associated fibroblasts (CAFs). Sarcoma cells are difficult to distinguish from CAFs, either histomorphologically or immunohistochemically.

Methods: We scored the expression of individual CAF markers (fibroblast-activating protein [FAP], CD10, and podoplanin) in the intratumoral and marginal areas of 133 sarcomas. We also examined the association between these markers, as well as the number of CD163-positive macrophages (i.e., tumor-associated macrophages), and clinical outcome.

Results: In all cases, the log-rank test revealed that those with high marker scores and macrophage counts (except for marginal CD10+ CAFs) showed significantly worse disease-free survival (DFS). Grade 2/3 cases with high CAF scores (excluding the marginal FAP and CD10 scores) showed significantly worse DFS, whereas those with high intratumoral FAP/CD10 and marginal podoplanin scores showed significantly worse metastasis-free survival (MFS), and those with high intratumoral CD10 score show

简介肉瘤的肿瘤微环境尚未得到详细研究,尤其是对癌症相关成纤维细胞(CAFs)知之甚少。肉瘤细胞与成纤维细胞很难从组织形态学或免疫组化学上区分开来:我们对 133 例肉瘤瘤内和边缘区域的 CAF 标记(成纤维细胞活化蛋白(FAP)、CD10 和 podoplanin)的表达进行了评分。我们还研究了这些标记物以及 CD163 阳性巨噬细胞(即肿瘤相关巨噬细胞)的数量与临床结果之间的关系:对数秩检验显示,在所有病例中,标记物评分和巨噬细胞数量较高者(边缘CD10+ CAF除外)的无病生存期(DFS)明显较差。CAF评分(不包括边缘FAP和CD10评分)高的2/3级病例无病生存期(DFS)明显更差,而瘤内FAP/CD10和边缘荚膜评分高的病例无转移生存期(MFS)明显更差,瘤内CD10评分高的病例无局部复发生存期(LFS)明显更差。多变量分析确定瘤内CD10/podoplanin评分和边缘FAP/podoplanin评分是DFS的独立预后因素,瘤内FAP/CD10和边缘FAP/podoplanin/CD163阳性巨噬细胞评分是MFS的独立预后因素,瘤内podoplanin评分是LFS的独立预后因素。每个评分与CD163阳性巨噬细胞计数之间存在弱到中等程度的相关性:结论:瘤内和边缘区域CAF标记物表达较高的患者预后较差。
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引用次数: 0
Prognostic Significance of Programmed Cell Death-1, Programmed Cell Death-Ligand 1, Programmed Cell Death-Ligand 2, and Fibroblast Growth Factor Receptor 3 mRNA Expression in Bladder Cancer. PD-1、PD-L1、PD-L2和FGFR3 mRNA表达在膀胱癌中的预后意义
IF 2 4区 医学 Q3 CELL BIOLOGY Pub Date : 2025-01-01 Epub Date: 2025-02-26 DOI: 10.1159/000544733
Ana Blanca, Antonio Lopez-Beltran, Enrique Gomez-Gomez, Pablo Campos-Hernández, Alessia Cimadamore, Rodolfo Montironi, Liang Cheng

Introduction: This study aimed to evaluate the prognostic significance of programmed cell death (PD)-1/PD-ligand 1 (PD-L1), PD-ligand 2 (PD-L2), and fibroblast growth factor receptor 3 (FGFR3) expression in bladder cancer (BC).

Methods: A retrospective study was conducted on BC patients who underwent transurethral resection between 2005 and 2014. Of the initial 136 patients, 31 were excluded for not meeting the inclusion criteria, leaving 105 cases for the final analysis. The mRNA levels of PD-1/PD-L1/PD-L2 and FGFR3 were assessed using quantitative reverse transcription PCR and NanoString technology.

Results: High expression of PD-1 and its ligands (PD-L1/PD-L2) showed a strong correlation with each other and was associated with poor clinical outcomes, including higher tumor stage, grade, and cancer-specific mortality (p < 0.001). Conversely, high FGFR3 expression was associated with improved survival and more favorable clinicopathological features. Interestingly, an inverse relationship was observed between FGFR3 and PD-1 (p = 0.032) and PD-L1 (p = 0.016) expression. High mRNA expression profiles of PD-1, PD-L1, PD-L2, and low FGFR3 expression were associated with worse cancer-specific survival (p < 0.001). Multivariate analysis revealed that advanced stage, low FGFR3 expression, and high PD-L2 expression are independent predictors of poor prognosis in BC patients.

Conclusion: Our findings suggest that elevated levels of PD-1, PD-L1, and PD-L2, combined with reduced FGFR3 expression, may assist in identifying patients with poor outcomes and highlight their potential as prognostic biomarkers in BC.

本研究旨在评估程序性细胞死亡(PD)-1/PD-配体1 (PD- l1)、PD-配体2 (PD- l2)和成纤维细胞生长因子受体3 (FGFR3)在膀胱癌(BC)中的表达对预后的意义。材料与方法回顾性研究2005 - 2014年间行经尿道尿道切除术(TUR)的BC患者。在最初的136例患者中,31例因不符合纳入标准而被排除,留下105例用于最终分析。利用定量反转录PCR和NanoString技术评估PD-1/PD-L1/PD-L2和FGFR3的mRNA水平。结果PD-1及其配体(PD-L1/PD-L2)的高表达相互之间表现出很强的相关性,并与较差的临床结果相关,包括较高的肿瘤分期、分级和癌症特异性死亡率(p
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引用次数: 0
Roles of Cancer Histology Type and HPV Genotype in HPV ctDNA Detection at Baseline in Cervical Cancer: Implications for Tumor Burden Assessment. 宫颈癌基线 HPV ctDNA 检测中癌症组织学类型和 HPV 基因型的作用:对肿瘤负担评估的影响。
IF 3.5 4区 医学 Q3 CELL BIOLOGY Pub Date : 2025-01-01 Epub Date: 2024-11-27 DOI: 10.1159/000542638
Miseon Lee, Eun Ji Lee, Jun Kang, Keun Ho Lee, Sung Jong Lee, Sook Hee Hong, Hee Seung Kim, Ahwon Lee

Introduction: Human papillomavirus circulating tumor DNA (HPV ctDNA) is a promising biomarker for monitoring cervical cancer. HPV ctDNA level at baseline (before treatment) reflects tumor burden. However, reported HPV ctDNA detection rates at baseline have shown variations across studies, suggesting the existence of other potential contributing factors. This study aimed to identify additional factors that might influence HPV ctDNA detection at baseline, focusing on histology type and HPV genotypes (high-risk genotypes HPV16 and HPV18).

Methods: We retrospectively analyzed blood samples at baseline prior to treatment from 92 patients diagnosed with HPV16- or HPV18-associated cervical cancer (FIGO IA2-IIIC2) between 2013 and 2020. HPV ctDNA was evaluated using digital droplet PCR.

Results: HPV ctDNA was detected at baseline in 41.3% of cases. Locally advanced cervical cancers had a higher (p = 0.028) detection rate at baseline than early stage cervical cancers. HPV ctDNA positivity was significantly (p = 0.048) higher for HPV18 (60%) than for HPV16 (34.3%). Adenocarcinoma/adenosquamous carcinoma had a higher HPV ctDNA detection rate at baseline (54.2%) than squamous cell carcinoma (36.8%) but not significantly (p = 0.212) higher.

Conclusion: This study found the impact of histology and HPV genotype on HPV ctDNA at baseline in cervical cancer. HPV18 and adenocarcinoma were associated with a higher baseline HPV ctDNA detection rate. These results suggest the need for different HPV ctDNA approaches for analyzing tumor burden. This finding may also serve as a useful reference for posttreatment surveillance studies.

导言:人乳头瘤病毒循环肿瘤 DNA(HPV ctDNA)是一种很有前景的宫颈癌监测生物标记物。基线(治疗前)HPV ctDNA水平反映了肿瘤负荷。然而,不同研究报告的 HPV ctDNA 基线检出率存在差异,这表明还存在其他潜在的影响因素。本研究旨在找出可能影响基线HPV ctDNA检测的其他因素,重点关注组织学类型和HPV基因型(高危基因型HPV16和HPV18):我们回顾性分析了2013年至2020年期间诊断为HPV16或HPV18相关宫颈癌(FIGO IA2-IIIC2)的92名患者治疗前的基线血液样本。采用数字液滴 PCR(ddPCR)对 HPV ctDNA 进行了评估:结果:41.3%的病例在基线时检测到了 HPV ctDNA。与早期宫颈癌相比,局部晚期宫颈癌的基线检出率更高(p = 0.028)。HPV ctDNA 阳性率方面,HPV18(60%)明显高于 HPV16(34.3%)(p = 0.048)。腺癌/腺鳞癌的基线 HPV ctDNA 检出率(54.2%)高于鳞状细胞癌(36.8%),但并不明显(p = 0.212):本研究发现了组织学和 HPV 基因型对宫颈癌基线 HPV ctDNA 的影响。HPV18和腺癌与较高的基线HPV ctDNA检出率有关。这些结果表明,需要采用不同的 HPV ctDNA 方法来分析肿瘤负荷。这一发现也可作为治疗后监测研究的有用参考。
{"title":"Roles of Cancer Histology Type and HPV Genotype in HPV ctDNA Detection at Baseline in Cervical Cancer: Implications for Tumor Burden Assessment.","authors":"Miseon Lee, Eun Ji Lee, Jun Kang, Keun Ho Lee, Sung Jong Lee, Sook Hee Hong, Hee Seung Kim, Ahwon Lee","doi":"10.1159/000542638","DOIUrl":"10.1159/000542638","url":null,"abstract":"<p><strong>Introduction: </strong>Human papillomavirus circulating tumor DNA (HPV ctDNA) is a promising biomarker for monitoring cervical cancer. HPV ctDNA level at baseline (before treatment) reflects tumor burden. However, reported HPV ctDNA detection rates at baseline have shown variations across studies, suggesting the existence of other potential contributing factors. This study aimed to identify additional factors that might influence HPV ctDNA detection at baseline, focusing on histology type and HPV genotypes (high-risk genotypes HPV16 and HPV18).</p><p><strong>Methods: </strong>We retrospectively analyzed blood samples at baseline prior to treatment from 92 patients diagnosed with HPV16- or HPV18-associated cervical cancer (FIGO IA2-IIIC2) between 2013 and 2020. HPV ctDNA was evaluated using digital droplet PCR.</p><p><strong>Results: </strong>HPV ctDNA was detected at baseline in 41.3% of cases. Locally advanced cervical cancers had a higher (p = 0.028) detection rate at baseline than early stage cervical cancers. HPV ctDNA positivity was significantly (p = 0.048) higher for HPV18 (60%) than for HPV16 (34.3%). Adenocarcinoma/adenosquamous carcinoma had a higher HPV ctDNA detection rate at baseline (54.2%) than squamous cell carcinoma (36.8%) but not significantly (p = 0.212) higher.</p><p><strong>Conclusion: </strong>This study found the impact of histology and HPV genotype on HPV ctDNA at baseline in cervical cancer. HPV18 and adenocarcinoma were associated with a higher baseline HPV ctDNA detection rate. These results suggest the need for different HPV ctDNA approaches for analyzing tumor burden. This finding may also serve as a useful reference for posttreatment surveillance studies.</p>","PeriodicalId":19805,"journal":{"name":"Pathobiology","volume":" ","pages":"123-132"},"PeriodicalIF":3.5,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12136523/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142740052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gastric Adenocarcinoma with Enteroblastic Differentiation. 胃腺癌伴肠母细胞分化。
IF 3.5 4区 医学 Q3 CELL BIOLOGY Pub Date : 2025-01-01 Epub Date: 2025-01-07 DOI: 10.1159/000543330
Ádám Ferenczi, Levente Kuthi, Anita Sejben

Introduction: Gastric adenocarcinoma with enteroblastic differentiation (GAED) is a rare entity with worse prognosis compared to conventional gastric adenocarcinomas. Its histological characteristics are fetal gut-like architecture and tumor cells with cytoplasmic clearing, as well as positive immunohistochemical reaction to at least one of the enteroblastic markers. Hereby, we present a case of GAED with neuroendocrine marker positivity, with whole-exome sequencing (WES), and an updated literature review.

Case presentation: A 68-year-old woman presented at the general practitioner with abdominal pain. Abdominal ultrasound described gastric wall thickening raising suspicion of gastric cancer; thus, gastroscopy was performed, and biopsy samples were taken, which confirmed malignancy. Neoadjuvant systemic chemotherapy was initiated, and total gastrectomy was performed. Microscopically, pleomorphic polygonal cells were visible with clear cytoplasm and high-grade cellular atypia. Alcian blue and PAS stains demonstrated positivity for acidic and neutral mucins. P53 IHC was negative, indicative of null-phenotype, while Syntaxin-1 and Chromogranin showed focal positivity. SALL4 and Glypican 3 were positive; however, AFP displayed only minimal, uncertain positivity. The Ki67 labeling index was 70%. Due to the morphological and immunohistochemical characteristics, the tumor was concluded as GAED with neuroendocrine marker positivity. WES was carried out revealing 4 pathogenic, including TP53, KLHL7, RAPSN, and ACTA1, and 3 likely pathogenic mutations, encompassing PNKP, HNF1A, and ADNP.

Discussion: GAED is a rare subtype of gastric adenocarcinomas, representing 0.3-5.4% of all cases, and has an unclarified etiology. Our WES results identified new pathogenic and likely pathogenic mutations. From a differential diagnostic point of view, hepatoid adenocarcinoma and the possibility of metastatic origin have to be excluded.

摘要胃腺癌伴肠母细胞分化(GAED)是一种罕见的疾病,其预后较常规胃腺癌差。其组织学特征为胎儿肠样结构和细胞质清除的肿瘤细胞,以及对至少一种肠母细胞标志物的免疫组化反应阳性。在此,我们报告一例神经内分泌标志物阳性的GAED病例,采用全外显子组测序(WES),并进行最新的文献综述。病例介绍:68岁女性,腹痛。胃壁增厚提示胃癌,行胃镜检查,活检证实为恶性。开始新辅助全身化疗,并行全胃切除术。镜下可见多形性多角形细胞,细胞质清晰,细胞高度异型性。阿利新蓝染色和PAS染色显示酸性和中性粘蛋白阳性。P53 IHC呈阴性,提示为零表型,而Syntaxin-1和Chromogranin呈局灶性阳性。SALL4和Glypican 3为阳性,而AFP仅表现出微小的、不确定的阳性。Ki67标记指数为70%。根据形态学和免疫组织化学特征,结论为GAED,神经内分泌标志物阳性。WES揭示了4种致病突变,包括TP53、KLHL7、RAPSN和ACTA1,以及3种可能的致病突变,包括PNKP、HNF1A和ADNP。讨论:GAED是一种罕见的胃腺癌亚型,占所有病例的0.3-5.4%,病因不明。我们的WES结果发现了新的致病突变和可能的致病突变。从鉴别诊断的角度来看,肝样腺癌和转移起源的可能性必须排除。
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引用次数: 0
Computer-Aided Diagnostics Helps Accurately Determine Different Expression Levels of Claudin-18.2 in Gastric Cancer. 计算机辅助诊断有助于准确测定胃癌中claudin-18.2的不同表达水平。
IF 2 4区 医学 Q3 CELL BIOLOGY Pub Date : 2025-01-01 Epub Date: 2025-04-23 DOI: 10.1159/000545769
Sabina Köfler, Sabina Köfler, Katharina Mühlberger, Verena Girkinger, Drolaiz H W Liu, Bastian Dislich, Beat Gloor, Rupert Langer

Introduction: Determination of claudin-18.2 expression by immunohistochemistry (IHC) is a prerequisite for targeted treatment of gastric cancers (GCs) with zolbetuximab. Precise assessment of IHC expression categories, however, may be challenging and prone to interobserver variability. Computer-aided diagnosis has a high potential of improving diagnostic accuracy and reproducibility. We established a computer-aided analysis tool for claudin-18.2 positivity scoring.

Methods: Analysis steps included the identification of tumour tissue on haematoxylin-3,3'-diaminobenzidine-stained tissue microarray (TMA) slides, cell segmentation, and membranous staining intensity estimation of claudin-18.2 (clone 43-14A). We analysed 2,248 cores from 417 primary resected GCs with detailed pathological data available.

Results: In 51.6% (1,159/2,248) of TMA cores, no stained tumour cells were detected. Among cases with claudin-18.2 expression, predominantly 1+ and 2+ cells, a minority of 3+ stained cells were found, and 2+ to 3+ staining was unevenly distributed. Utilizing the SPOTLIGHT claudin-18.2 positivity threshold, we identified 12% (187/1,555) positive cores corresponding to 2.5% (9/365) positive cases. Lower staining intensities in tumour centre cores point to intratumoural heterogeneity.

Conclusion: Computer-aided diagnostics helps accurately measure claudin-18.2 expression levels, allowing to precisely determine claudin-18.2 status in GC patients. Previously uncaptured categorization of staining intensities may enhance the understanding of claudin-18.2 threshold for patient stratification.

免疫组化(IHC)检测claudin-18.2的表达是唑贝昔单抗靶向治疗胃癌的前提。然而,对免疫组化表达类型的精确评估可能具有挑战性,并且容易存在观察者之间的差异。计算机辅助诊断在提高诊断准确性和可重复性方面具有很大的潜力。建立了计算机辅助分析工具对claudin-18.2阳性评分。方法分析步骤包括在组织微阵列(TMA)染色的haematoxylin-3,3'- diaminobibindine -18.2(克隆43-14A)上鉴定肿瘤组织、细胞分割和膜染色强度估计。我们分析了来自417例原发性切除的GC的2248个核心,并提供了详细的病理数据。结果51.6%(1159/2248)的TMA切片未检出肿瘤细胞。在claudin-18.2表达的病例中,以1+和2+细胞为主,3+染色细胞占少数,2+到3+染色分布不均匀。利用SPOTLIGHT claudin-18.2阳性阈值,我们确定了12%(187/1555)阳性核心对应2.5%(9/365)阳性病例。肿瘤中心中心较低的染色强度表明肿瘤内的异质性。结论计算机辅助诊断有助于准确测定claudin-18.2表达水平,准确判断GC患者的claudin-18.2状态。以前未捕获的染色强度分类可能增强对患者分层的claudin-18.2阈值的理解。
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引用次数: 0
Artificial Intelligence-Driven Quantification of Tumor-Stroma Ratio and Fibroblasts Enables Precise Classification of Stroma Quality and Quantity in Predicting Colorectal Cancer Recurrence. 人工智能驱动的肿瘤-间质比和成纤维细胞的量化,使间质质量和数量的精确分类能够预测结直肠癌的复发。
IF 2 4区 医学 Q3 CELL BIOLOGY Pub Date : 2025-01-01 Epub Date: 2025-04-19 DOI: 10.1159/000546021
Minsun Jung, Jun Yong Kim, Hoein Jeong, Aaron Valero Puche, Sanghoon Song, Soo Ick Cho, Minsun Jung

Introduction: The tumor microenvironment plays a crucial role in the progression and prognosis of colorectal cancer (CRC). Among its components, the tumor-stroma ratio (TSR) and cancer-associated fibroblasts (CAFs) have emerged as significant prognostic markers. However, conventional assessments of TSR and CAF density remain subjective and labor-intensive, limiting their clinical applicability.

Methods: We utilized an artificial intelligence (AI)-based whole slide image analysis platform, Lunit SCOPE IO, to objectively quantify TSR and CAF density in tissue samples from 207 treatment-naïve patients with stage II and III CRC.

Results: Our analysis demonstrated that both TSR (log-rank p < 0.0001) and CAF density (log-rank p = 0.017) were independently associated with disease-free survival (DFS). These AI-derived markers outperformed conventional prognostic factors. Furthermore, integrating TSR and CAF density with existing high-risk criteria enabled reclassification of additional patients as high risk, enhancing DFS prediction and reducing false-negative rates.

Conclusion: AI-powered histopathological quantification of TSR and CAF density improves prognostic accuracy in CRC and offers a promising approach for refining risk stratification. These findings support the integration of AI-based pathology into clinical practice to enhance diagnostic precision and patient management.

肿瘤微环境(tumor microenvironment, TME)显著影响结直肠癌(CRC)的进展和预后。包括肿瘤-基质比(TSR)和癌症相关成纤维细胞(CAFs)在内的关键成分已被认为是结直肠癌的重要预后标志物。然而,传统的TSR和CAF密度评估往往是主观的和劳动密集型的,限制了其临床应用。在本研究中,我们采用人工智能(AI)驱动的全幻灯片图像(WSI)分析仪Lunit SCOPE IO,客观量化207例treatment-naïve患者II期和III期CRC标本中的TSR和CAF密度。我们的分析显示TSR (log-rank p
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引用次数: 0
Heterogeneity of Lung Cancer: The Histopathological Diversity and Tumour Classification in the Artificial Intelligence Era. 肺癌的异质性:人工智能时代的组织病理学多样性和肿瘤分类。
IF 2 4区 医学 Q3 CELL BIOLOGY Pub Date : 2025-01-01 Epub Date: 2025-04-14 DOI: 10.1159/000544892
Raquel Ramos, Conceição Souto Moura, Mariana Costa, Nuno Jorge Lamas, Lígia Prado E Castro, Renato Correia, Diogo Garcez, José Miguel Pereira, Carlos Sousa, Nuno Vale

Background: Lung cancer is the most common cancer worldwide and is also the leading cause of cancer-related mortality. Its poor prognosis is primarily attributed to unspecific symptoms that result in late diagnosis, and its heterogeneous nature that further complicates treatment. This heterogeneity is largely driven by the diversity in histological subtypes, significantly impacting the clinical course of patients. Therefore, tumour subtyping using haematoxylin and eosin staining and immunohistochemistry is crucial for predicting patients' outcomes, making an accurate diagnosis, and choosing the appropriate treatment approach. Small-cell lung cancer and non-small cell lung cancer are the two major types, and subclassifying non-small cell lung cancer is essential to identify genetic alterations and, consequently, choose an adequate targeted therapy.

Summary: This article reviews all these lung tumour characteristics, specifying histological types and subtypes, and presenting their distinct features. To aid understanding, complementary images from Unilabs illustrate various lung tumour subtypes. Additionally, alternative approaches using artificial intelligence to improve tumour classification are reviewed, along with a discussion of their limitations.

Key messages: Thus, lung tumour classification is crucial for cancer treatment; nonetheless, it can be a subjective process, reliant on the pathologist's interpretation. In the era of artificial intelligence and deep/machine learning, the classification of lung cancer subtypes has the potential to become more efficient, accurate, and consistent. These advancements could lead to faster diagnosis and treatment decisions, ultimately improving patient survival and quality of care. Harnessing AI tools may address the limitations of subjective interpretation, offering a promising avenue for enhancing precision in lung cancer diagnostics.

背景:肺癌是世界范围内最常见的癌症,也是癌症相关死亡的主要原因。其预后不良主要是由于症状不特异性导致诊断较晚,其异质性进一步使治疗复杂化。这种异质性主要由组织学亚型的多样性驱动,显著影响患者的临床病程。因此,使用血红素和伊红染色和免疫组织化学进行肿瘤分型对于预测患者预后、做出准确诊断和选择合适的治疗方法至关重要。小细胞肺癌和非小细胞肺癌是两种主要类型,对非小细胞肺癌进行亚分类对于确定遗传改变并因此选择适当的靶向治疗至关重要。摘要:本文综述了所有这些肺肿瘤的特征,明确了其组织学类型和亚型,并提出了其独特的特征。为了帮助理解,来自Unilabs的补充图像说明了各种肺肿瘤亚型。此外,本文还回顾了利用人工智能改进肿瘤分类的替代方法,并讨论了它们的局限性。因此,肺癌的分类对癌症的治疗至关重要;尽管如此,这可能是一个主观的过程,依赖于病理学家的解释。在人工智能和深度/机器学习时代,肺癌亚型的分类有可能变得更加高效、准确和一致。这些进步可能导致更快的诊断和治疗决策,最终提高患者的存活率和护理质量。利用人工智能工具可以解决主观解释的局限性,为提高肺癌诊断的准确性提供了一条有希望的途径。
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引用次数: 0
Immune Scenario Identification Combining Multiplexed, Quantitative, and Advanced Imaging Analysis Could Be Relevant in Immunotherapy against Glioblastoma and Grade 4 Astrocytoma. 结合多路、定量和高级成像分析的免疫情景识别可能与胶质母细胞瘤和4级星形细胞瘤的免疫治疗相关。
IF 2 4区 医学 Q3 CELL BIOLOGY Pub Date : 2025-01-01 Epub Date: 2025-05-16 DOI: 10.1159/000545488
Miguel A Idoate, Mikel Ariz-Galilea, Ainhoa Urbiola-Casales, Miriam Alonso-García, Jesús Machuca-Aguado, Carlos Ortiz de Solórzano, Eloy Rivas-Infante, Rainiero Avila-Polo, Michele Biscuola

Introduction: In our research on understanding glioblastoma's resistance mechanisms to immunotherapy, we extensively investigated through an innovative technology that enables the simultaneous assessment of multiple biomarkers. With this approach, we aim to gain deeper insights into the interplay between immunosuppressive cells (ICs) and effector cells (ECs).

Methods: One hundred twenty-six cases of glioblastoma were studied employing tissue microarrays stained with a panel of immune infiltrate validated via multiplex immunofluorescence and quantified by advanced image analysis. All cases were categorized according to an EC/IC ratio and their respective medians. Statistical correlations between cell populations and with survival were calculated.

Results: M2 macrophages were the most abundant ICs, followed by a variable number of ECs and protumoral activated microglia, and a scant quantity of FoxP3 cells. EC showed a statistically significant direct positive correlation with ICs. The patients with tumors exhibiting an EC/IC ratio ≤0.063 displayed a significantly poorer outcome. Furthermore, in the context of incomplete surgical resection, significant differences were evident considering immune scenarios.

Conclusions: By integrating multiplex technology with advanced imaging analysis, we successfully identified 4 distinct immune scenarios in glioblastoma. We observed a favorable immune scenario characterized by a relatively high EC/IC ratio, which is especially evident in the clinical setting of incomplete tumor resection. This promising immune scenario holds significant potential for selecting suitable candidates for immunotherapy in glioblastoma.

在了解胶质母细胞瘤对免疫治疗的耐药机制的研究中,我们通过一种创新技术进行了广泛的研究,该技术可以同时评估多种生物标志物。通过这种方法,我们的目标是更深入地了解免疫抑制细胞(IC)和效应细胞(EC)之间的相互作用。方法对126例胶质母细胞瘤进行组织芯片染色,经多重免疫荧光验证,并采用先进的图像分析定量。根据EC/IC比率及其各自的中位数对所有病例进行分类。计算细胞群与存活率之间的统计相关性。结果IC中M2巨噬细胞最多,其次为EC和促瘤小胶质细胞,FoxP3细胞数量较少。EC与IC呈显著正相关,EC/IC比值≤0.063的患者预后明显较差。此外,在不完全手术切除的情况下,考虑到免疫情况,显著差异是明显的。结论通过将多重成像技术与先进的成像分析相结合,我们成功地鉴定了胶质母细胞瘤的4种不同的免疫情景。我们观察到一个有利的免疫情景,其特征是相对较高的EC/IC比率,这在不完全肿瘤切除的临床环境中尤其明显。这一有希望的免疫方案为胶质母细胞瘤的免疫治疗选择合适的候选者提供了巨大的潜力。
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引用次数: 0
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Pathobiology
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