Department of Medicine, University of Texas MD Anderson Cancer Center, Smithville, TX.
Dan L. Duncan Comprehensive Cancer Center, University of Texas MD Anderson Cancer Center, Smithville, TX.
J Natl Cancer Inst. 2018 May 1;110(5):448-459. doi: 10.1093/jnci/djx243.
Muscle-invasive bladder cancers (MIBCs) cause approximately 150 000 deaths per year worldwide. Survival for MIBC patients is heterogeneous, with no clinically validated molecular markers that predict clinical outcome. Non-MIBCs (NMIBCs) generally have favorable outcome; however, a portion progress to MIBC. Hence, development of a prognostic tool that can guide decision-making is crucial for improving clinical management of bladder urothelial carcinomas.
Tumor grade is defined by pathologic evaluation of tumor cell differentiation, and it often associates with clinical outcome. The current study extrapolates this conventional wisdom and combines it with molecular profiling. We developed an 18-gene signature that molecularly defines urothelial cellular differentiation, thus classifying MIBCs and NMIBCs into two subgroups: basal and differentiated. We evaluated the prognostic capability of this "tumor differentiation signature" and three other existing gene signatures including the The Cancer Genome Atlas (TCGA; 2707 genes), MD Anderson Cancer Center (MDA; 2252 genes/2697 probes), and University of North Carolina at Chapel Hill (UNC; 47 genes) using five gene expression data sets derived from MIBC and NMIBC patients. All statistical tests were two-sided.
The tumor differentiation signature demonstrated consistency and statistical robustness toward stratifying MIBC patients into different overall survival outcomes (TCGA cohort 1, P = .03; MDA discovery, P = .009; MDA validation, P = .01), while the other signatures were not as consistent. In addition, we analyzed the progression (Ta/T1 progressing to ≥T2) probability of NMIBCs. NMIBC patients with a basal tumor differentiation signature associated with worse progression outcome (P = .008). Gene functional term enrichment and gene set enrichment analyses revealed that genes involved in the biologic process of immune response and inflammatory response are among the most elevated within basal bladder cancers, implicating them as candidates for immune checkpoint therapies.
These results provide definitive evidence that a biology-prioritizing clustering methodology generates meaningful insights into patient stratification and reveals targetable molecular pathways to impact future therapeutic approach.
肌层浸润性膀胱癌(MIBC)在全球范围内导致每年约 150000 人死亡。MIBC 患者的生存情况存在异质性,目前尚无临床验证的分子标志物可预测临床结局。非肌层浸润性膀胱癌(NMIBC)一般预后良好;然而,部分患者会进展为 MIBC。因此,开发一种能够指导决策的预后工具对于改善膀胱癌尿路上皮癌的临床管理至关重要。
肿瘤分级通过肿瘤细胞分化的病理评估来定义,通常与临床结局相关。本研究推断了这一传统观念,并将其与分子谱分析相结合。我们开发了一个 18 基因标志物,该标志物从分子水平定义尿路上皮细胞分化,从而将 MIBC 和 NMIBC 分为两个亚组:基底和分化。我们评估了该“肿瘤分化标志物”和其他三个现有基因标志物(包括癌症基因组图谱(TCGA;2707 个基因)、MD 安德森癌症中心(MDA;2252 个基因/2697 个探针)和北卡罗来纳大学教堂山分校(UNC;47 个基因)的预后能力,使用来自 MIBC 和 NMIBC 患者的五个基因表达数据集进行分析。所有统计检验均为双侧检验。
肿瘤分化标志物在将 MIBC 患者分层为不同的总生存结局方面具有一致性和统计学稳健性(TCGA 队列 1,P=0.03;MDA 发现,P=0.009;MDA 验证,P=0.01),而其他标志物则不那么一致。此外,我们分析了 NMIBC 的进展(Ta/T1 进展为≥T2)概率。具有基底肿瘤分化标志物的 NMIBC 患者进展结局较差(P=0.008)。基因功能术语富集和基因集富集分析显示,参与免疫反应和炎症反应生物学过程的基因在基底膀胱癌中表达水平最高,这表明它们是免疫检查点治疗的候选基因。
这些结果提供了明确的证据,即基于生物学优先的聚类方法可深入了解患者分层,并揭示可靶向的分子途径,以影响未来的治疗方法。