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Wnt/β-Catenin–Activated Nonpilomatrical Carcinoma of the Skin: A Case Series Wnt/beta-catenin激活的非柔毛皮肤癌:一个病例系列。
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-07-31 DOI: 10.1016/j.modpat.2024.100586

Among skin epithelial tumors, recurrent mutations in the APC/CTNNB1 genes resulting in activation of the Wnt/β-catenin pathway have been reported predominantly in neoplasms with matrical differentiation. In the present study, we describe the morphologic, immunohistochemical, and genetic features of 16 primary cutaneous carcinomas harboring mutations activating the Wnt/β-catenin pathway without evidence of matrical differentiation, as well as 4 combined tumors in which a similar Wnt/β-catenin–activated carcinoma component was associated with Merkel cell carcinoma (MCC) or pilomatrical carcinoma. Among the pure tumor cases, 6 of 16 patients were women with a median age of 80 years (range, 58-98 years). Tumors were located on the head and neck (n = 7, 44%), upper limb (n = 4, 25%), trunk (n = 3, 18%), and leg (n = 2, 13%). Metastatic spread was observed in 4 cases resulting in death from disease in 1 patient. Microscopically, all cases were poorly differentiated neoplasms infiltrating the dermis and/or subcutaneous tissue. In 13 cases, solid “squamoid” areas were associated with a basophilic component characterized by rosette/pseudoglandular formation resulting in a biphasic appearance. Three specimens consisted only of poorly differentiated carcinoma lacking rosette formation. Immunohistochemical studies showed frequent expression of EMA (100%), BerEP4 (100%), cytokeratin 7 (94%), chromogranin A (44%), synaptophysin (82%), and cytokeratin 20 (69%). Complete loss of Rb expression was observed in all but 1 case. Nuclear β-catenin and CDX2 expressions were detected in all cases. Recurrent pathogenic somatic mutations were observed in APC (60%), CTNNB1 (40%), and RB1 (n = 47%). Global methylation analysis confirmed that cases with rosette formation constituted a homogeneous tumor group distinct from established skin tumor entities (pilomatrical carcinoma, MCC, and squamous cell carcinoma), although the 3 other cases lacking such morphologic features did not. In addition, we identified 4 combined neoplasms in which there was a component showing a similar poorly differentiated rosette-forming carcinoma demonstrating Rb loss and β-catenin activation associated with either MCC (n = 3) or pilomatrical carcinoma (n = 1). In conclusion, we describe a distinctive neoplasm, for which we propose the term “Wnt/β-catenin–activated rosette-forming carcinoma,” morphologically characterized by the association of rosette formation, squamous and/or neuroendocrine differentiation, diffuse CDX2 expression, Rb loss, and mutations in CTNNB1/APC genes.

据报道,在皮肤上皮肿瘤中,APC/CTNNB1 基因的复发性突变会导致 Wnt/β-catenin 通路的激活,这种突变主要发生在母细胞分化的肿瘤中。在本研究中,我们描述了 16 例携带 Wnt/β-catenin 通路激活突变但无成熟分化证据的原发性皮肤癌的形态学、免疫组化和遗传学特征,以及 4 例合并肿瘤,其中类似的 Wnt/β-catenin 激活癌成分与梅克尔细胞癌或柔毛细胞癌相关。在纯肿瘤病例中,6/16 的患者为女性,中位年龄为 80 岁(范围:58-98 岁)。肿瘤位于头颈部(7 例,占 44%)、上肢(4 例,占 25%)、躯干(3 例,占 18%)和腿部(2 例,占 13%)。4例病例出现转移扩散,导致一名患者因病死亡。显微镜下观察,所有病例均为浸润真皮和/或皮下组织的分化不良肿瘤。在 13 个病例中,实性 "鳞状 "区域伴有嗜碱性成分,其特征是玫瑰花瓣/假腺形成,从而形成双相外观。三例标本仅由分化较差的癌组成,缺乏玫瑰花簇形成。免疫组化研究显示,EMA(100%)、BerEP4(100%)、细胞角蛋白7(94%)、嗜铬粒蛋白A(44%)、突触素(82%)和细胞角蛋白20(69%)频繁表达。除一个病例外,所有病例都观察到 Rb 表达的完全丧失。所有病例均检测到核β-catenin和CDX2表达。在 APC(60%)、CTNNB1(40%)和 RB1(n=47%)中观察到复发性致病体细胞突变。全局甲基化分析证实,有玫瑰簇形成的病例构成了一个同质的肿瘤组,有别于已确定的皮肤肿瘤实体(柔瘤癌、梅克尔细胞癌和鳞状细胞癌),而缺乏此类形态特征的其他 3 个病例则没有。此外,我们还发现了 4 例合并肿瘤,其中有一个部分显示出类似的分化不良的莲座状癌,表现出 Rb 缺失和 beta 连环素激活,与梅克尔细胞癌(3 例)或绒毛膜癌(1 例)有关。总之,我们描述了一种独特的肿瘤,并提出了 "Wnt/β-catenin 激活的玫瑰花瓣形成癌 "这一术语,其形态特征是玫瑰花瓣形成、鳞状和/或神经内分泌分化、CDX2 弥漫表达、Rb 缺失以及 CTNNB1/APC 基因突变。
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引用次数: 0
Clinical-Grade Validation of an Autofluorescence Virtual Staining System With Human Experts and a Deep Learning System for Prostate Cancer 利用人类专家和深度学习系统对前列腺癌自发荧光虚拟染色系统进行临床级验证。
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-07-26 DOI: 10.1016/j.modpat.2024.100573

The tissue diagnosis of adenocarcinoma and intraductal carcinoma of the prostate includes Gleason grading of tumor morphology on the hematoxylin and eosin stain and immunohistochemistry markers on the prostatic intraepithelial neoplasia-4 stain (CK5/6, P63, and AMACR). In this work, we create an automated system for producing both virtual hematoxylin and eosin and prostatic intraepithelial neoplasia-4 immunohistochemistry stains from unstained prostate tissue using a high-throughput hyperspectral fluorescence microscope and artificial intelligence and machine learning. We demonstrate that the virtual stainer models can produce high-quality images suitable for diagnosis by genitourinary pathologists. Specifically, we validate our system through extensive human review and computational analysis, using a previously validated Gleason scoring model, and an expert panel, on a large data set of test slides. This study extends our previous work on virtual staining from autofluorescence, demonstrates the clinical utility of this technology for prostate cancer, and exemplifies a rigorous standard of qualitative and quantitative evaluation for digital pathology.

前列腺腺癌和导管内癌(IDC-P)的组织诊断包括苏木精和伊红(H&E)染色的肿瘤形态格里森分级,以及 PIN-4 染色(CK5/6、P63、AMACR)的免疫组化(IHC)标记。在这项工作中,我们利用高通量高光谱荧光显微镜和人工智能与机器学习创建了一个自动化系统,可从未被染料的前列腺组织中生成虚拟 H&E 和 PIN-4 IHC 染色。我们证明,虚拟染色机模型可以生成适合泌尿生殖系统病理学家诊断的高质量图像。具体来说,我们通过广泛的人工审查和计算分析,利用先前验证过的格里森评分模型和专家小组,在大量测试切片数据集上验证了我们的系统。这项研究扩展了我们之前在自发荧光虚拟染色方面的工作,证明了这项技术在前列腺癌方面的临床实用性,并为数字病理学的定性和定量评估提供了严格的标准。
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引用次数: 0
The Clinicopathological and Molecular Characteristics of Endocervical Gastric-Type Adenocarcinoma and the Use of Claudin18.2 as a Potential Therapeutic Target 宫颈内膜胃型腺癌的临床病理和分子特征以及将Claudin18.2作为潜在的治疗靶点。
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-07-25 DOI: 10.1016/j.modpat.2024.100569

Endocervical gastric-type adenocarcinoma (GAS) is an aggressive type of endocervical mucinous adenocarcinoma characterized as being unrelated to human papillomavirus (HPV) and resistant to chemo/radiotherapy. In this study, we investigated the histology, immunohistochemistry patterns, and molecular characteristics in a large cohort of GAS (n = 62). Histologically, the majority of GAS cases exhibited a distinct morphology resembling gastric glands, although 2 exceptional cases exhibited HPV-associated adenocarcinoma morphology while retaining the characteristic histology of GAS at the invasive front. By immunohistochemistry, Claudin18.2 emerged as a highly sensitive and specific marker for GAS. Additionally, the strong expression of Claudin18.2 in patients with GAS indicated the potential of anti-Claudin18.2 therapy in the treatment of GAS. Other immunohistochemistry markers, including Muc6, p16, p53, Pax8, ER, and PR, may provide additional diagnostic clues for GAS. Quantitative methylation analysis revealed that the overexpression of Claudin18.2 in GAS was governed by the hypomethylation of the CLDN18.2 promoter CpG islands. To further elucidate the pathogenic mechanisms of GAS and its relationship with gastric adenocarcinoma, we performed whole exome sequencing on 11 GAS and 9 gastric adenocarcinomas. TP53, CDKN2A, STK11, and TTN emerged as the most frequently mutated genes in GAS. Mutations in these genes primarily affected cell growth, cell cycle regulation, senescence, and apoptosis. Intriguingly, these top mutated genes in GAS were also commonly mutated in gastric and pancreaticobiliary adenocarcinomas. Regarding germline variants, we identified a probably pathogenic variant in SPINK1, a gene linked to hereditary pancreatic cancer syndrome, in one GAS sample. This finding suggests a potential pathogenic link between pancreatic cancers and GAS. Overall, GAS exhibits molecular characteristics that resemble those observed in gastric and pancreaticobiliary adenocarcinomas, thereby lending support to the aggressive nature of GAS compared with HPV-associated adenocarcinoma.

宫颈内膜胃型腺癌(GAS)是一种侵袭性宫颈内膜粘液腺癌,其特点是与人类乳头状瘤病毒(HPV)无关,且对化疗/放疗具有抗药性。在这项研究中,我们调查了一大批 GAS(62 例)患者的组织学、免疫组化模式和分子特征。从组织学角度看,大多数 GAS 病例表现出类似胃腺体的独特形态,但也有两例特殊病例表现出 HPV 相关腺癌(HPVA)形态,同时在浸润前沿保留了 GAS 的特征性组织学。通过免疫组化,Claudin18.2 成为 GAS 的高灵敏度和特异性标记物。此外,Claudin18.2在GAS患者中的强表达表明,抗Claudin18.2疗法具有治疗GAS的潜力。其他免疫组化标记物,包括 Muc6、p16、p53、Pax8、ER 和 PR,可能会为 GAS 的诊断提供更多线索。定量甲基化分析表明,Claudin18.2在GAS中的过度表达是由CLDN18.2启动子CpG岛的低甲基化决定的。为了进一步阐明GAS的致病机制及其与胃腺癌的关系,我们对11例GAS和9例胃腺癌进行了全外显子组测序(WES)。TP53、CDKN2A、STK11和TTN是GAS中最常见的突变基因。这些基因的突变主要影响细胞生长、细胞周期调控、衰老和凋亡。耐人寻味的是,在胃癌和胰胆管腺癌中,这些在GAS中突变最多的基因也经常发生突变。在种系变异方面,我们在一个 GAS 样本中发现了 SPINK1(一种与遗传性胰腺癌综合征相关的基因)的可能致病变异。这一发现表明,胰腺癌与GAS之间存在潜在的致病联系。总体而言,GAS 的分子特征与胃癌和胰胆管腺癌中观察到的特征相似,因此与 HPVA 相比,GAS 的侵袭性更强。
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引用次数: 0
Multicenter Study on Tumor Budding in Lung Squamous Cell Carcinoma: Comparison Between Biopsy and Resection With Interobserver Variability Assessment 肺鳞状细胞癌肿瘤出芽的多中心研究:活检与切除的比较及观察者间变异性评估。
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-07-20 DOI: 10.1016/j.modpat.2024.100571

Grading lung squamous cell carcinoma (LUSC) is controversial and not universally accepted. The histomorphologic feature of tumor budding (TB) is an established independent prognostic factor in colorectal cancer, and its importance is growing in other solid cancers, making it a candidate for inclusion in tumor grading schemes. We aimed to compare TB between preoperative biopsies and resection specimens in pulmonary squamous cell carcinoma and assess interobserver variability. A retrospective cohort of 249 consecutive patients primarily resected with LUSC in Bern (2000-2013, n = 136) and Lausanne (2005-2020, n = 113) with available preoperative biopsies was analyzed for TB and additional histomorphologic parameters, such as spread through airspaces and desmoplasia, by 2 expert pathologists (M.M., C.N.). Results were correlated with clinicopathologic parameters and survival. In resection specimens, peritumoral budding (PTB) score was low (0-4 buds/0.785 mm2) in 47.6%, intermediate (5-9 buds/0.785 mm2) in 27.4%, and high (≥10 buds/0.785 mm2) in 25% of cases (median bud count, 5; IQR, 0-26). Both the absolute number of buds and TB score were similar when comparing tumor edge and intratumoral zone (P = .192) but significantly different from the score obtained in the biopsy (P < .001). Interobserver variability was moderate, regardless of score location (Cohen kappa, 0.59). The discrepant cases were reassessed, and consensus was reached in all cases with identification of causes of discordance. TB score was significantly associated with stage (P = .002), presence of lymph node (P = .033), and distant metastases (P = .020), without significant correlation with overall survival, tumor size, or pleural invasion. Desmoplasia was significantly associated with higher PTB (P < .001). Spread through airspaces was present in 34% and associated with lower PTB (P < .001). To conclude, despite confirming TB as a reproducible factor in LUSC, we disclose areas of scoring ambiguity. Preoperative biopsy evaluation was insufficient in establishing the final TB score of the resected tumor.

肺鳞状细胞癌(LUSC)的分级存在争议,并未被普遍接受。肿瘤出芽(TB)的组织形态学特征在结直肠癌中是一个公认的独立预后因素,在其他实体瘤中的重要性也与日俱增,使其成为肿瘤分级方案中的一个候选因素。我们的目的是比较肺鳞状细胞癌术前活检和切除标本中的 TB,并评估观察者之间的差异性。两位病理专家对伯尔尼(2000-2013 年,136 人)和洛桑(2005-2020 年,113 人)的 249 例连续肺鳞癌患者进行了回顾性队列分析,这些患者主要通过肺鳞癌切除术进行术前活检。分析结果与临床病理参数和存活率相关。在切除标本中,47.6%的病例瘤周芽生(PTB)评分较低(0-4个芽/0.785平方毫米),27.4%的病例评分中等(5-9个芽/0.785平方毫米),25%的病例评分较高(≥10个芽/0.785平方毫米)(中位数芽数=5,IQR=0-26)。在比较肿瘤边缘和肿瘤内区时,芽的绝对数量和 TB 评分相似(p=0.192),但与活组织检查的评分有显著差异(p=0.192)。
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引用次数: 0
Genomic Insights Into High-Grade Infarct-Associated Bone Sarcomas 高级梗死相关骨肉瘤的基因组学见解
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-07-20 DOI: 10.1016/j.modpat.2024.100572

Sarcomas rarely develop in bones previously compromised by infarcts. These infarct-associated sarcomas often present as undifferentiated pleomorphic sarcomas (UPS), and their genetic characteristics are poorly understood. High-grade UPS of bone are typically treated with a combination of surgery and chemotherapy, similar to osteosarcoma. We conducted a detailed clinicopathologic and genomic analysis of 6 cases of intraosseous sarcomas arising from histologically and radiographically confirmed bone infarcts. We analyzed 523 genes for sequence-level mutations using next-generation sequencing with the TruSight Oncology 500 panel and utilized whole-genome single nucleotide polymorphism Microarray (OncoScan CNV) to detect copy number alterations and loss of heterozygosity (LOH). Genomic instability was assessed through homologous recombination deficiency (HRD) metrics, incorporating LOH, telomeric allelic imbalance, and large-scale state transitions. Fluorescence in situ hybridization and immunohistochemistry validated the findings. The cohort included 3 men and 3 women, with a median age of 70 years, and tumors located in the femur and tibia. Five of the 6 patients developed distant metastases. Treatment involved surgery and chemotherapy or immune checkpoint inhibitors. Genomic analysis revealed significant complexity and high HRD scores, ranging from 32 to 57 (with a cutoff of 32). Chromosome 12 alterations, including segmental amplification or chromothripsis, were observed in 4 cases. Notably, MDM2 amplification, confirmed by fluorescence in situ hybridization, was detected in 2 cases. Homozygous deletion of CDKN2A/B was observed in all six cases. Tumor mutational burden levels ranged from 2.4 to 7.9 mutations per megabase. Notable pathogenic mutations included H3-3A mutations (p.G35R and p.G35W), and mutations in HRAS, DNMT3A, NF2, PIK3CA, POLE, and TP53, each in one case. These results suggest that high-grade infarct-associated sarcomas of bone, whereas sharing high levels of structural variations with osteosarcoma, may exhibit potentially less frequent TP53 mutations and more common CDKN2A/B deletions. This points to the possibility that the mutation spectrum and disrupted pathways could be distinct from conventional osteosarcoma.

肉瘤很少发生在因梗塞而受损的骨骼中。这些与梗塞相关的肉瘤通常表现为未分化多形性肉瘤(UPS),其遗传特征尚不清楚。骨的高级别纺锤形细胞/多形性肉瘤通常采用手术和化疗相结合的方法进行治疗,这与骨肉瘤的治疗方法类似。我们对经组织学和放射学证实的骨梗塞引起的六例骨内肉瘤进行了详细的临床病理和基因组分析。我们利用新一代测序技术TruSight Oncology 500面板分析了523个基因的序列级突变,并利用全基因组SNP芯片(OncoScan CNV)检测拷贝数改变和杂合性缺失(LOH)。基因组不稳定性通过同源重组缺陷(HRD)指标进行评估,其中包括异质性缺失、端粒等位基因不平衡和大规模状态转换。FISH和免疫组化验证了研究结果。研究对象包括三名男性和三名女性,中位年龄为70岁,肿瘤位于股骨和胫骨。六名患者中有五名出现了远处转移。治疗包括手术、化疗或免疫检查点抑制剂。基因组分析表明,肿瘤具有明显的复杂性,HRD评分较高,从32分到57分不等(以32分为临界值)。在四例病例中观察到了染色体12的改变,包括节段性扩增或染色体三分裂。值得注意的是,在两个病例中发现了经 FISH 证实的 MDM2 扩增。在所有六个病例中都观察到了 CDKN2A/B 的同基因缺失。肿瘤突变负荷(TMB)水平从每兆位碱基 2.4 个突变到 7.9 个突变不等。显著的致病突变包括H3-3A突变(p.G35R和p.G35W),以及HRAS、DNMT3A、NF2、PIK3CA、POLE和TP53的突变,每种突变都出现在一个病例中。这些结果表明,高级别梗死相关性骨肉瘤虽然与骨肉瘤具有高度的结构变异,但可能表现出较少见的TP53突变和较常见的CDKN2A/B缺失。这表明,骨肉瘤的突变谱和紊乱途径可能与传统骨肉瘤不同。
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引用次数: 0
Neuronal Distribution in Colorectal Cancer: Associations With Clinicopathological Parameters and Survival 结直肠癌中的神经元分布:与临床病理参数和生存期的关系
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-07-17 DOI: 10.1016/j.modpat.2024.100565

Over the past years, insights in the cancer neuroscience field increased rapidly, and a potential role for neurons in colorectal carcinogenesis has been recognized. However, knowledge on the neuronal distribution, subtypes, origin, and associations with clinicopathological characteristics in human studies is sparse. In this study, colorectal tumor tissues from the Netherlands Cohort Study on diet and cancer (n = 490) and an in-cohort validation population (n = 529) were immunohistochemically stained for the pan-neuronal markers neurofilament (NF) and protein gene product 9.5 (PGP9.5) to study the association between neuronal marker expression and clinicopathological characteristics. In addition, tumor and healthy colon tissues were stained for neuronal subtype markers, and their immunoreactivity in colorectal cancer (CRC) stroma was analyzed. NF-positive and PGP9.5-positive nerve fibers were found within the tumor stroma and mostly characterized by the neuronal subtype markers vasoactive intestinal peptide and neuronal nitric oxide synthase, suggesting that inhibitory neurons are the most prominent neuronal subtype in CRC. NF and PGP9.5 protein expression were not consistently associated with tumor stage, sublocation, differentiation grade, and median survival. NF immunoreactivity was associated with a worse CRC-specific survival in the study cohort (P = .025) independent of other prognostic factors (hazard ratio, 2.31; 95% CI, 1.33-4.03; P = .003), but these results were not observed in the in-cohort validation group. PGP9.5, in contrast, was associated with a worse CRC-specific survival in the in-cohort validation (P = .046) but not in the study population. This effect disappeared in multivariate analyses (hazard ratio, 0.81; 95% CI, 0.50-1.32; P = .393), indicating that this effect was dependent on other prognostic factors. This study demonstrates that the tumor stroma of CRC patients mainly harbors inhibitory neurons and that NF as a single marker is significantly associated with a poorer CRC-specific survival in the study cohort but necessitates future validation.

过去几年中,癌症神经科学领域的研究成果迅速增加,神经元在结直肠癌发生过程中的潜在作用已得到认可。然而,关于神经元的分布、亚型、起源以及与临床病理特征之间的关系的人类研究还很少。在这项研究中,对来自荷兰饮食与癌症队列研究(Netherlands Cohort Study on diet and cancer,n=490)和队列内验证人群(n=529)的结直肠肿瘤组织进行免疫组化染色,检测泛神经元标记物神经丝(NF)和蛋白基因产物 9.5(PGP9.5),以研究神经元标记物表达与临床病理特征之间的关联。此外,还对肿瘤和健康结肠组织进行了神经元亚型标记物染色,并分析了它们在结直肠癌(CRC)基质中的免疫反应。在肿瘤基质中发现了NF和PGP9.5阳性神经纤维,它们主要以神经元亚型标志物血管活性肠蛋白(VIP)和神经元一氧化氮合酶(nNOS)为特征,表明抑制性神经元是CRC中最主要的神经元亚型。NF和PGP9.5蛋白的表达与肿瘤分期、亚定位、分化分级和中位生存期的关系并不一致。在研究队列中,NF免疫反应与较差的CRC特异性生存率相关(P=0.025),与其他预后因素无关(HR=2.31;95% CI 1.33-4.03;P=0.003),但在队列内验证组中未观察到这些结果。另一方面,在队列内验证组中,PGP9.5 与较差的 CRC 特异性生存率相关(p=0.046),但在研究人群中却不相关。这种效应在多变量分析中消失了(HR=0.81;95% CI 0.50-1.32;p=0.393),表明这种效应取决于其他预后因素。这项研究表明,在研究队列中,CRC 患者的肿瘤基质主要含有抑制性神经元,而 NF 作为单一标记物与较差的 CRC 特异性生存率显著相关,但还需要未来的验证。
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引用次数: 0
Distinctive Phenotypic and Microenvironmental Characteristics of Neuroendocrine Carcinoma and Adenocarcinoma Components in Gastric Mixed Adenoneuroendocrine Carcinoma 胃腺体神经内分泌混合癌中神经内分泌癌和腺癌成分的不同表型和微环境特征。
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-07-17 DOI: 10.1016/j.modpat.2024.100568

This study aimed to conduct an in-depth examination of gene expression and microenvironmental profiles of gastric neuroendocrine carcinoma (NEC) and mixed adeno-NEC (MANEC). Tissue microarrays from 55 patients with gastric MANEC (N = 32) or NEC (N = 23) were analyzed using digital spatial profiling (GeoMx DSP, NanoString Technologies). Representative regions of interest were selected from the adenocarcinoma (ADC) portion (ADC-MANEC) and the NEC portion (NEC-MANEC) of the MANEC cores, and pure NEC (pNEC) cores. All regions of interest were separated into epithelial components and stromal components using the masking procedure in the GeoMx platform, followed by transcriptome analysis. Comparison of gene expression between ADC-MANEC and NEC-MANEC/pNEC identified several differentially expressed genes in the epithelial (including PEG10, MAP1B, STMN3, and AKT3) and stromal (FN1, COL1A1, SPARC, and BGN) components. Gene set enrichment analysis revealed that pathways related to the E2F target and G2M checkpoint were more enriched in NEC-MANEC and pNEC than in ADC-MANEC. Deconvolution analysis showed that the microenvironmental profile varied according to histologic differentiation. In ADC-MANEC, intraepithelial infiltrating immune cells were relatively more numerous, whereas fibroblasts in the stroma were more abundant in NEC-MANEC and pNEC. This study confirmed the distinct expression profile of each histologic component of MANEC according to its tumor vs stromal compartment using the DSP platform. Although each component of MANEC shares the same genetic origin, distinctive phenotypes should not be overlooked when managing patients with MANEC. This study provides a useful validation data set for future studies.

本研究旨在深入研究胃神经内分泌癌(NEC)和腺神经内分泌混合癌(MANEC)的基因表达和微环境特征。研究人员使用数字空间谱分析技术(GeoMx® DSP)分析了55例胃MANEC(32例)或NEC(23例)患者的组织芯片。从 MANEC 核心的腺癌部分(ADC-MANEC)和神经内分泌癌部分(NEC-MANEC)以及纯 NEC(pNEC)核心中选取了具有代表性的感兴趣区(ROI)。利用 GeoMx® 平台的屏蔽程序将所有 ROI 分成上皮成分和基质成分,然后进行转录组分析。对 ADC-MANEC 和 NEC-MANEC/pNEC 的基因表达进行比较,发现了上皮(包括 PEG10、MAP1B、STMN3 和 AKT3)和基质(FN1、COL1A1、SPARC 和 BGN)成分中几个表达不同的基因。基因组富集分析表明,与 E2F 靶点和 G2M 检查点相关的通路在 NEC-MANEC 和 pNEC 中的富集程度高于 ADC-MANEC。解卷积分析表明,微环境特征随组织学分化而变化。在 ADC-MANEC 中,上皮内浸润的免疫细胞相对较多,而在 NEC-MANEC 和 pNEC 中,基质中的成纤维细胞更多。这项研究利用 DSP 平台证实,MANEC 的每种组织学成分都有不同的表达谱,这取决于肿瘤与基质的分区。虽然 MANEC 的每种成分都有相同的基因来源,但在管理 MANEC 患者时不应忽视其独特的表型。这项研究为今后的研究提供了有用的验证数据集。
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引用次数: 0
Enhancing Prostate Cancer Diagnosis: Artificial intelligence-Driven Virtual Biopsy for Optimal Magnetic Resonance Imaging-Targeted Biopsy Approach and Gleason Grading Strategy 增强前列腺癌诊断:人工智能驱动的虚拟活检以优化 MRI 靶向活检方法和格里森分级策略。
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-07-17 DOI: 10.1016/j.modpat.2024.100564

An optimal approach to magnetic resonance imaging fusion targeted prostate biopsy (PBx) remains unclear (number of cores, intercore distance, Gleason grading [GG] principle). The aim of this study was to develop a precise pixel-wise segmentation diagnostic artificial intelligence (AI) algorithm for tumor detection and GG as well as an algorithm for virtual prostate biopsy that are used together to systematically investigate and find an optimal approach to targeted PBx. Pixel-wise AI algorithms for tumor detection and GG were developed using a high-quality, manually annotated data set (slides n = 442) after fast-track annotation transfer into segmentation style. To this end, a virtual biopsy algorithm was developed that can perform random biopsies from tumor regions in whole-mount whole-slide images with predefined parameters. A cohort of 115 radical prostatectomy (RP) patient cases with clinically significant, magnetic resonance imaging-visible tumors (n = 121) was used for systematic studies of the optimal biopsy approach. Three expert genitourinary (GU) pathologists (Y.T., A.P., A.Q.) participated in the validation. The tumor detection algorithm (aware version sensitivity/specificity 0.99/0.90, balanced version 0.97/0.97) and GG algorithm (quadratic kappa range vs pathologists 0.77-0.78) perform on par with expert GU pathologists. In total, 65,340 virtual biopsies were performed to study different biopsy approaches with the following results: (1) 4 biopsy cores is the optimal number for a targeted PBx, (2) cumulative GG strategy is superior to using maximal Gleason score for single cores, (3) controlling for minimal intercore distance does not improve the predictive accuracy for the RP Gleason score, (4) using tertiary Gleason pattern principle (for AI tool) in cumulative GG strategy might allow better predictions of final RP Gleason score. The AI algorithm (based on cumulative GG strategy) predicted the RP Gleason score of the tumor better than 2 of the 3 expert GU pathologists. In this study, using an original approach of virtual prostate biopsy on the real cohort of patient cases, we find the optimal approach to the biopsy procedure and the subsequent GG of a targeted PBx. We publicly release 2 large data sets with associated expert pathologists’ GG and our virtual biopsy algorithm.

磁共振成像融合靶向前列腺活检(PBx)的最佳方法(核数、核间距离、格里森分级(GG)原则)仍不明确。本研究旨在开发一种用于肿瘤检测和 GG 的精确像素分割诊断人工智能算法,以及一种用于虚拟前列腺活检的算法,并将其结合使用,以系统地研究和找到靶向前列腺活检的最佳方法。用于肿瘤检测和GG的像素化人工智能算法是利用高质量人工标注数据集(幻灯片n=442),经过快速标注转为分割风格后开发的。为此,我们开发了一种虚拟活检算法,该算法可在整张切片图像中根据预定义参数对肿瘤区域进行随机活检。在对最佳活检方法进行系统研究时,使用了一组 115 例前列腺癌根治术(RP)患者病例(n=121),这些病例均有临床意义,且 MRI 可见肿瘤。三位泌尿生殖(GU)病理专家参与了验证。肿瘤检测算法(感知版灵敏度/特异性为0.99/0.90,平衡版为0.97/0.97)和GG算法(与病理学家的二次卡帕范围为0.77-0.78)与泌尿科病理专家的表现相当。为研究不同的活检方法,共进行了 65,340 例虚拟活检,结果如下:1)4 个活检核是靶向 PBx 的最佳数量;2)累积 GG 策略优于使用单核最大格雷欣评分;3)控制最小核间距离并不能提高 RP 格雷欣评分的预测准确性;4)在累积 GG 策略中使用三级格雷欣模式原则(用于人工智能工具)可能会更好地预测最终的 RP 格雷欣评分。基于累积 GG 策略的人工智能算法对肿瘤 RP 格莱森评分的预测结果优于 3 位 GU 病理专家中的 2 位。在这项研究中,我们在真实病例群中使用了一种独创的虚拟前列腺活检方法,找到了活检过程的最佳方法以及随后对靶向前列腺增生症进行的格里森分级。我们公开发布了两个大型数据集,其中包括相关病理专家的 GG 和我们的虚拟活检算法。
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引用次数: 0
Analysis of the Application of Professional Society Screening Guidelines for Colorectal Polyposis Syndromes at a Single Institution 分析专业协会《结直肠息肉病综合征筛查指南》在一家机构的应用情况。
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-07-16 DOI: 10.1016/j.modpat.2024.100567

Several professional society guidelines suggest germline genetic testing for colorectal polyposis syndromes in patients with ≥10 lifetime adenomatous polyps. This study evaluated the factors associated with genetic testing decisions and outcomes when germline testing was recommended per guidelines. Surgical archives revealed 145 patients with a recommendation for germline genetic polyposis testing based on guidelines. Demographic data and medical history were collected to examine their association with testing decisions and results. Germline genetic testing was ordered in 90 out of 145 patients and was ordered in younger patients with more lifetime adenomas. Pathogenic alterations were detected in 12 out of 53 patients who completed testing. Younger ages and higher numbers of lifetime adenomas were not associated with the detection of germline genetic alterations. In fact, patients with a pathogenic germline alteration had higher median ages and fewer lifetime adenomas than those without an alteration. Half of the 12 patients with a pathogenic germline mutation were not White non-Hispanic, although White non-Hispanic patients comprised 75.5% of those tested. This study supports the 10 adenomatous polyp threshold for recommending germline genetic polyposis testing, as an alteration was detected in a sizable proportion (>20%) of patients tested. Although a younger age and a higher number of lifetime adenomas were associated with an increased likelihood of ordered tests, no evidence was found to support these additional factors in testing decisions.

一些专业协会的指南建议对终生腺瘤性息肉≥10个的患者进行结直肠息肉病综合征种系基因检测。本研究评估了根据指南建议进行种系检测时,与基因检测决定和结果相关的因素。手术档案显示,有145名患者被建议根据指南进行种系遗传息肉病检测。我们收集了人口统计学数据和病史,以研究与检测决定和结果的相关性。90/145名患者被要求进行种系遗传检测,其中有较多终生腺瘤的年轻患者被要求进行检测。在完成检测的 12/53 名患者中检测到了致病基因的改变。年龄较小、终生腺瘤数量较多与检测到的种系基因改变无关。事实上,与无基因改变的患者相比,有致病性种系基因改变的患者的中位年龄更高,终生腺瘤数量更少。在 12 名有致病性种系基因突变的患者中,有一半不是非西班牙裔白人,尽管非西班牙裔白人患者占被检测者的 75.5%。这项研究支持将 10 个腺瘤性息肉作为建议进行种系遗传性息肉病检测的阈值,因为在相当大比例(>20%)的受检患者中检测到了基因突变。虽然年龄越小、终生腺瘤数量越多,接受检测的可能性就越大,但没有发现证据支持这些额外因素在检测决策中的作用。
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引用次数: 0
Evaluation of Artificial Intelligence-Based Gleason Grading Algorithms “in the Wild” 评估基于人工智能的 "野生 "格里森分级算法。
IF 7.1 1区 医学 Q1 PATHOLOGY Pub Date : 2024-07-16 DOI: 10.1016/j.modpat.2024.100563

The biopsy Gleason score is an important prognostic marker for prostate cancer patients. It is, however, subject to substantial variability among pathologists. Artificial intelligence (AI)–based algorithms employing deep learning have shown their ability to match pathologists’ performance in assigning Gleason scores, with the potential to enhance pathologists’ grading accuracy. The performance of Gleason AI algorithms in research is mostly reported on common benchmark data sets or within public challenges. In contrast, many commercial algorithms are evaluated in clinical studies, for which data are not publicly released. As commercial AI vendors typically do not publish performance on public benchmarks, comparison between research and commercial AI is difficult. The aims of this study are to evaluate and compare the performance of top-ranked public and commercial algorithms using real-world data. We curated a diverse data set of whole-slide prostate biopsy images through crowdsourcing containing images with a range of Gleason scores and from diverse sources. Predictions were obtained from 5 top-ranked public algorithms from the Prostate cANcer graDe Assessment (PANDA) challenge and 2 commercial Gleason grading algorithms. Additionally, 10 pathologists (A.C., C.R., J.v.I., K.R.M.L., P.R., P.G.S., R.G., S.F.K.J., T.v.d.K., X.F.) evaluated the data set in a reader study. Overall, the pairwise quadratic weighted kappa among pathologists ranged from 0.777 to 0.916. Both public and commercial algorithms showed high agreement with pathologists, with quadratic kappa ranging from 0.617 to 0.900. Commercial algorithms performed on par or outperformed top public algorithms.

活检格里森评分是前列腺癌患者重要的预后指标。然而,病理学家之间的差异很大。基于人工智能(AI)的深度学习算法已显示出与病理学家的格里森评分相匹配的能力,有望提高病理学家评分的准确性。Gleason 人工智能算法在研究中的表现大多是在通用基准数据集或公开挑战赛中报告的。相比之下,许多商业算法是在临床研究中进行评估的,其数据并未公开发布。由于商业人工智能供应商通常不公布公共基准的性能,因此很难对研究和商业人工智能进行比较。本研究旨在利用真实世界的数据评估和比较排名靠前的公共算法和商业算法的性能。我们通过众包策划了一个多样化的全切片前列腺活检图像数据集,其中包含各种格里森评分和不同来源的图像。预测结果来自 PANDA 挑战赛中排名靠前的五种公共算法和两种商业格里森分级算法。此外,十位病理学家在读者研究中对数据集进行了评估。总体而言,病理学家之间的成对二次加权卡帕值从 0.777 到 0.916 不等。公共算法和商业算法与病理学家的一致性都很高,二次加权卡帕在 0.617 到 0.900 之间。商业算法的表现与顶级公共算法相当或更胜一筹。
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引用次数: 0
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Modern Pathology
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