Molecular classification

分子分类
  • 文章类型: Journal Article
    目的:考虑到子宫内膜癌(EC)发病率的上升,已经做出了更好的风险分层的努力。2023FIGO分期现在将组织学亚型和分子分类纳入EC分期的确定。我们试图阐明新的分期系统与2009分期系统相比是否显示出预后差异。
    方法:对2013年9月至2023年5月在我们机构接受EC治疗的女性进行了回顾性图表审查,并结合了公开可用的TCGANature2013数据集。获得了详细的临床信息。根据2023年指南对患者进行重新分组。使用Kaplan-Meier方法获得生存估计值,采用对数秩检验比较无进展生存期(PFS)的生存曲线.
    结果:919例患者纳入我们的分析。数据集在组织学分级方面具有可比性,舞台,和诊断时的年龄。机构数据集中的175名(31.5%)患者和TCGA数据集中的115名(31.6%)患者经历了阶段性变化。大多数患者的分期改变(275/290;94.8%)。无分期变化的IA期患者的3年PFS估计为92.3%(95%CI:87.2,95.4)与72.0%(95%CI:68.4,84.9),p=0.002。其他阶段亚群的生存差异无统计学意义。
    结论:在最初分期为IA的EC患者中,存在适度的生存差异。在重新进入II期或III期亚群的患者中没有观察到显着的生存差异。评估子宫内膜癌患者的预后和辅助治疗需要改进的风险分层。
    OBJECTIVE: Efforts have been made to better risk stratify patients given the rise in incidence of endometrial cancer (EC). The 2023 FIGO staging now incorporates histologic subtype and molecular classification into determination of EC stage. We sought to elucidate if the new staging system demonstrated prognostic differences compared to the 2009 staging system.
    METHODS: A retrospective chart review was performed on women treated for EC at our institution from September 2013 to May 2023 and combined with the publicly available TCGA Nature 2013 dataset. Detailed clinical information was captured. Patients were restaged according to the 2023 guidelines. Survival estimates were obtained using Kaplan-Meier method, and the log-rank test was used to compare survival curves for progression-free survival (PFS).
    RESULTS: 919 patients were included in our analysis. The datasets were comparable regarding histologic grade, stage, and age at diagnosis. 175 (31.5%) of patients in the institution dataset and 115 (31.6%) patients in the TCGA dataset experienced a stage change. Most patients whose stage changed were upstaged (275/290; 94.8%). 3-year PFS estimates for stage IA patients with no stage change versus those upstaged were 92.3% (95% CI: 87.2, 95.4) v. 72.0% (95% CI: 68.4, 84.9), p = 0.002. No significant differences in survival difference were seen in other stage subsets.
    CONCLUSIONS: Modest survival differences exist in patients with EC originally staged as IA who underwent upstaging. No significant survival difference is observed in patients who are restaged to stage II or III subsets. Improved risk stratification is needed in assessing prognosis and adjuvant therapy for patients with endometrial cancer.
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  • 文章类型: Journal Article
    对肌肉浸润性膀胱癌(MIBC)的大型转录组学数据集的分析已导致共识分类。上尿路尿路上皮癌(UTUC)的分子亚型鲜为人知。我们的目标是通过表征手术治疗的≥pT1肿瘤的新队列来确定UTUC中共识分类的相关性。多重亚型IHC标记GATA3-CK5/6-TUBB2B,CK20,p16和Ki67,MMR蛋白,评估PD-L1IHC。形态学和/或亚型IHC评估异质性。通过焦磷酸测序鉴定FGFR3突变。我们进行了3个RNA-seq,包括在异质情况下的多重采样。共识课,无人监督的团体,使用基因表达确定微环境细胞丰度。66例患者中大部分为男性(77.3%),pT1(n=23,34.8%)或pT2-4期UTUC(n=43,65.2%)。在40%和4.7%的病例中发现FGFR3突变和dMMR状态,分别。共识亚型对UTUC进行了强有力的分类,并反映了内在的亚群。所有pT1肿瘤被分类为管腔乳头状瘤(LumP)。将我们的共识分类结果与之前发表的UTUC队列的结果相结合,LumP肿瘤占≥pT2UTUC的57.2%,明显高于MIBC。十名患者(15.2%)具有不同亚型的区域。共识类别与FGFR3突变相关,舞台,形态学和IHC。大多数LumP肿瘤的特点是低免疫浸润和PD-L1表达,特别是如果FGFR3突变。我们的研究表明,MIBC共识分类对UTUC进行了稳健分类,并强调了肿瘤内分子异质性。LumP的比例明显高于MIBCs。大多数LumP肿瘤显示低免疫浸润和PD-L1表达以及高比例的FGFR3突变。这些发现表明UTUC和MIBC患者对新疗法的不同反应。
    Analyses of large transcriptomics data sets of muscle-invasive bladder cancer (MIBC) have led to a consensus classification. Molecular subtypes of upper tract urothelial carcinomas (UTUCs) are less known. Our objective was to determine the relevance of the consensus classification in UTUCs by characterizing a novel cohort of surgically treated ≥pT1 tumors. Using immunohistochemistry (IHC), subtype markers GATA3-CK5/6-TUBB2B in multiplex, CK20, p16, Ki67, mismatch repair system proteins, and PD-L1 were evaluated. Heterogeneity was assessed morphologically and/or with subtype IHC. FGFR3 mutations were identified by pyrosequencing. We performed 3\'RNA sequencing of each tumor, with multisampling in heterogeneous cases. Consensus classes, unsupervised groups, and microenvironment cell abundance were determined using gene expression. Most of the 66 patients were men (77.3%), with pT1 (n = 23, 34.8%) or pT2-4 stage UTUC (n = 43, 65.2%). FGFR3 mutations and mismatch repair-deficient status were identified in 40% and 4.7% of cases, respectively. Consensus subtypes robustly classified UTUCs and reflected intrinsic subgroups. All pT1 tumors were classified as luminal papillary (LumP). Combining our consensus classification results with those of previously published UTUC cohorts, LumP tumors represented 57.2% of ≥pT2 UTUCs, which was significantly higher than MIBCs. Ten patients (15.2%) harbored areas of distinct subtypes. Consensus classes were associated with FGFR3 mutations, stage, morphology, and IHC. The majority of LumP tumors were characterized by low immune infiltration and PD-L1 expression, in particular, if FGFR3 mutated. Our study shows that MIBC consensus classification robustly classified UTUCs and highlighted intratumoral molecular heterogeneity. The proportion of LumP was significantly higher in UTUCs than in MIBCs. Most LumP tumors showed low immune infiltration and PD-L1 expression and high proportion of FGFR3 mutations. These findings suggest differential response to novel therapies between patients with UTUC and those with MIBC.
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  • 文章类型: Journal Article
    在WHO中枢神经系统肿瘤分类的第五版(CNS5,2021)中,多分子特征成为许多其他CNS肿瘤类型的基本诊断标准.对于那些肿瘤,一个综合的,需要“组织分子”诊断。存在多种方法用于确定基础分子标记的状态。本指南侧重于可用于评估目前信息最丰富的诊断和预后分子标志物的方法,以诊断神经胶质瘤。神经胶质神经和神经元肿瘤。系统地讨论了分子方法的主要特点,随后是有关诊断措施可用证据水平的建议和信息.建议涵盖DNA和RNA下一代测序,甲基化体分析,并选择用于单一/有限目标分析的测定,包括免疫组织化学.此外,由于其作为IDH-野生型胶质母细胞瘤的预测标记的重要性,涵盖了MGMT启动子甲基化状态分析工具。对不同测定法及其特征的结构化概述,特别是它们的优点和局限性,提供,并明确了输入材料和结果报告的要求。关于临床相关性的分子诊断测试的一般方面,可访问性,成本,实施,监管,和伦理方面也进行了讨论。最后,我们对神经肿瘤学分子检测技术的新进展进行了展望。
    In the 5th edition of the WHO CNS tumor classification (CNS5, 2021), multiple molecular characteristics became essential diagnostic criteria for many additional CNS tumor types. For those tumors, an integrated, \"histomolecular\" diagnosis is required. A variety of approaches exists for determining the status of the underlying molecular markers. The present guideline focuses on the methods that can be used for assessment of the currently most informative diagnostic and prognostic molecular markers for the diagnosis of gliomas, glioneuronal and neuronal tumors. The main characteristics of the molecular methods are systematically discussed, followed by recommendations and information on available evidence levels for diagnostic measures. The recommendations cover DNA and RNA next-generation-sequencing, methylome profiling, and select assays for single/limited target analyses, including immunohistochemistry. Additionally, because of its importance as a predictive marker in IDH-wildtype glioblastomas, tools for the analysis of MGMT promoter methylation status are covered. A structured overview of the different assays with their characteristics, especially their advantages and limitations, is provided, and requirements for input material and reporting of results are clarified. General aspects of molecular diagnostic testing regarding clinical relevance, accessibility, cost, implementation, regulatory, and ethical aspects are discussed as well. Finally, we provide an outlook on new developments in the landscape of molecular testing technologies in neuro-oncology.
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  • 文章类型: Journal Article
    结直肠癌共有分子亚型(CMSs)被广泛接受,并构成患者分层以改善临床实践的基础。我们的目标是发现miRNAs是否可以复制分子亚型,并鉴定与高基质/CMS4亚型相关的miRNA靶标。在CMS中分类的肿瘤中分析了939种miRNA的表达。TALASSO用于发现基因-miRNA相互作用。使用Cytoscape构建miR-mRNA调控网络。在293T细胞中验证了候选基因-miR相互作用。分层聚类鉴定了三种miRNA肿瘤亚型(miR-LS;miR-MI;和miR-HS),其与报道的mRNA亚型显著相关(p<0.001)。miR-LS与低基质/CMS2相关;miR-MI与粘液性MSI/CMS1相关,miR-HS与高基质/CMS4相关。使用TCGA数据集验证MicroRNA肿瘤亚型和与CMSs的关联。TALASSO在176个miRs和788个基因之间的21,615个基因中鉴定出1462个相互作用(p&lt;0.05)。基于监管网络,选择88个miR-mRNA相互作用作为候选物。该网络对于miR-30b/SLC6A6对进行了功能验证。我们发现miR-30b过表达沉默了293T细胞中3'-UTR-SLC6A6驱动的荧光素酶表达;3'-UTR-SLC6A6中靶序列的突变阻止了miR-30b的抑制作用。总之,使用miR-特征的CRC亚型分类可能有助于疾病进程和治疗反应的实时分析。
    Colorectal cancer consensus molecular subtypes (CMSs) are widely accepted and constitutes the basis for patient stratification to improve clinical practice. We aimed to find whether miRNAs could reproduce molecular subtypes, and to identify miRNA targets associated to the High-stroma/CMS4 subtype. The expression of 939 miRNAs was analyzed in tumors classified in CMS. TALASSO was used to find gene-miRNA interactions. A miR-mRNA regulatory network was constructed using Cytoscape. Candidate gene-miR interactions were validated in 293T cells. Hierarchical-Clustering identified three miRNA tumor subtypes (miR-LS; miR-MI; and miR-HS) which were significantly associated (p < 0.001) to the reported mRNA subtypes. miR-LS correlated with the low-stroma/CMS2; miR-MI with the mucinous-MSI/CMS1 and miR-HS with high-stroma/CMS4. MicroRNA tumor subtypes and association to CMSs were validated with TCGA datasets. TALASSO identified 1462 interactions (p < 0.05) out of 21,615 found between 176 miRs and 788 genes. Based on the regulatory network, 88 miR-mRNA interactions were selected as candidates. This network was functionally validated for the pair miR-30b/SLC6A6. We found that miR-30b overexpression silenced 3′-UTR-SLC6A6-driven luciferase expression in 293T-cells; mutation of the target sequence in the 3′-UTR-SLC6A6 prevented the miR-30b inhibitory effect. In conclusion CRC subtype classification using a miR-signature might facilitate a real-time analysis of the disease course and treatment response.
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  • 文章类型: Journal Article
    背景:在全球范围内,胃癌(GC)是第五大最常见的肿瘤。有必要识别新的分子亚型以指导患者选择特定的目标治疗益处。
    方法:多组学数据,包括转录组学RNA测序(mRNA,LncRNA,miRNA),DNA甲基化,TCGA-STAD队列中的基因突变用于聚类。使用R中的“MOVICS”软件包执行了十种经典聚类算法来识别具有不同分子特征的患者。使用单样本基因集富集分析评估了激活的信号通路。基因突变的差异分布,拷贝数更改,和肿瘤突变负荷进行了比较,我们还评估了对免疫治疗和化疗的潜在反应.
    结果:通过十种具有共识集合的聚类算法识别了两种分子亚型(CS1和CS2)。CS1组患者的平均总生存时间较短(28.5vs.68.9个月,P=0.016),和无进展生存期(19.0vs.63.9个月,与CS2组相比,P=0.008)。细胞外相关生物过程激活在CS1组中较高,而CS2组显示细胞周期相关通路的激活增强。在CS2组中观察到明显更高的总突变数量和新抗原,以及TTN中的特定突变,MUC16和ARID1A。在CS2组中也观察到更高的免疫细胞浸润,反映了潜在的免疫治疗益处。此外,CS2组也可以对5-氟尿嘧啶产生反应,顺铂,和紫杉醇。CS1组和CS2组之间的临床结果的相似差异在外部队列中得到了成功验证。GSE62254,GSE26253,GSE15459,和GSE84437.
    结论:通过十种聚类算法对五组数据进行综合分析,这些发现提供了对GC亚型的新见解。这些可以基于特定的分子特征提供潜在的临床治疗靶标。
    BACKGROUND: Globally, gastric cancer (GC) is the fifth most common tumor. It is necessary to identify novel molecular subtypes to guide patient selection for specific target therapeutic benefits.
    METHODS: Multi-omics data, including transcriptomics RNA-sequencing (mRNA, LncRNA, miRNA), DNA methylation, and gene mutations in the TCGA-STAD cohort were used for the clustering. Ten classical clustering algorithms were executed to recognize patients with different molecular features using the \"MOVICS\" package in R. The activated signaling pathways were evaluated using the single-sample gene set enrichment analysis. The differential distribution of gene mutations, copy number alterations, and tumor mutation burden was compared, and potential responses to immunotherapy and chemotherapy were also assessed.
    RESULTS: Two molecular subtypes (CS1 and CS2) were recognized by ten clustering algorithms with consensus ensembles. Patients in the CS1 group had a shorter average overall survival time (28.5 vs. 68.9 months, P = 0.016), and progression-free survival (19.0 vs. 63.9 months, P = 0.008) as compared to those in the CS2 group. Extracellular associated biological process activation was higher in the CS1 group, while the CS2 group displayed the enhanced activation of cell cycle-associated pathways. Significantly higher total mutation numbers and neoantigens were observed in the CS2 group, along with specific mutations in TTN, MUC16, and ARID1A. Higher infiltration of immunocytes was also observed in the CS2 group, reflective of the potential immunotherapeutic benefits. Moreover, the CS2 group could also respond to 5-fluorouracil, cisplatin, and paclitaxel. The similar diversity in clinical outcomes between CS1 and CS2 groups was successfully validated in the external cohorts, GSE62254, GSE26253, GSE15459, and GSE84437.
    CONCLUSIONS: The findings provided novel insights into the GC subtypes through integrative analysis of five -omics data by ten clustering algorithms. These could provide potential clinical therapeutic targets based on the specific molecular features.
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  • 文章类型: Journal Article
    Recent advance in the characterization of the heterogeneity of colorectal cancer has led to the definition of a consensus molecular classification within four CMS subgroups, each associated with specific molecular and clinical features. Investigating the signalling pathways that drive colorectal cancer progression in relation to the CMS classification may help design therapeutic strategies tailored for each CMS subtype. The two main effectors of the Hippo pathway YAP and its paralogue TAZ have been intensively scrutinized for their contribution to colon carcinogenesis. Here, we review the knowledge of YAP/TAZ implication in colorectal cancer from the perspective of the CMS framework. We identify gaps in our current understanding and delineate research avenues for future work.
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  • 文章类型: Journal Article
    下一代免疫疗法在结直肠癌中的功效有限。免疫检查点抑制剂证明了它们在错配修复缺陷肿瘤中的益处,这也表现出微卫星不稳定性(MSI)。最近提出了合意分子亚型(CMS)分类,并强调了每种亚型的特定免疫逃逸机制。CMS1“免疫”亚型发生超突变,具有良好的免疫微环境,可用于免疫检查点抑制剂的活性。重要的是,CMS1不限于MSI肿瘤,并且还包括外核结构域POLE突变的肿瘤,其是用于免疫疗法的良好候选者。这篇综合综述的范围是描述免疫异常,并提出针对结直肠癌中每种CMS亚型的免疫调节策略。最后,考虑到分子分类和抗肿瘤免疫活性的障碍,讨论了肿瘤突变负担和Immunoscore®在结直肠癌中的潜在兴趣。
    Next generation immunotherapies have limited efficacy in colorectal cancer. Immune checkpoints inhibitors demonstrated their benefit in mismatch repair-deficient tumors, which also exhibit microsatellite instability (MSI). The Consensual Molecular Subtype (CMS) classification has been recently proposed and highlights specific immune escape mechanisms for each subtype. CMS1 \"immune\" subtype is hypermutated with a favorable immune microenvironment for immune checkpoints inhibitors activity. Importantly, CMS1 is not restricted to MSI tumors and includes also exonucleasic domain POLE mutated tumors which are good candidates for immunotherapy. The scope of this comprehensive review is to described immune anomalies and propose immunomodulating strategies for each CMS subtype in colorectal cancer. Finally, the potential interest of tumor mutation burden and the Immunoscore® in colorectal cancer is discussed taking into account the molecular classification and obstacles to antitumoral immune activity.
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  • 文章类型: Journal Article
    The advent of Omics technologies has been key to the molecular subclassification of urothelial bladder cancer. Several groups have used different strategies to this aim, with partially overlapping findings. The meeting at the Spanish National Cancer Research Center-CNIO was held to discuss such classifications and reach consensus where appropriate. After updated presentations on the work performed by the teams attending the meeting, a consensus was reached regarding the existence of a group of Basal-Squamous-like tumors - designated BASQ - charaterized the high expression of KRT5/6 and KRT14 and low/undetectable expression of FOXA1 and GATA3. An additional tumor subgroup with urothelial differentiation features was recognized whose optimal molecular definition is required. For other subtypes described, more work is needed to determine how robust they are and how to best define them at the molecular level.
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