Dancik Garrett M, Owens Charles R, Iczkowski Kenneth A, Theodorescu Dan
Mathematics and Computer Science Department, Eastern Connecticut State University, Willimantic, Connecticut, USA.
Stem Cells. 2014 Apr;32(4):974-82. doi: 10.1002/stem.1625.
There are two distinct forms of urothelial (bladder) cancer: muscle-invasive (MI) and nonmuscle invasive (NMI) disease. Since it is currently believed that bladder cancer arises by transformation of urothelial cells of the basal layer, bladder cancer stem cells (CSCs) have been isolated based on expression markers found in such cells. However, these CSCs have only been identified in MI tumors raising the intriguing hypothesis that NMI tumor progenitors do not arise from the basal compartment. To test this hypothesis, we carried out genome-wide expression profiling of laser capture microdissected basal and umbrella cells, the two most histologically distinct cell types in normal urothelium and developed a cell of origin (COO) gene signature that distinguishes these. The COO signature was a better predictor of stage and survival than other bladder, generic, or breast CSC signatures and bladder cell differentiation markers in multiple patient cohorts. To assess whether NMI and MI tumors arise from a distinct progenitor cell (DPC) or common progenitor cell, we developed a novel statistical framework that predicts COO score as a function of known genetic alterations (TP53, HRAS, KDM6A, and FGFR3) that drive either MI or NMI bladder cancer and compared this to the observed COO score of the tumor. Analysis of 874 patients in five cohorts established the DPC model as the best fit to the available data. This observation supports distinct progenitor cells in NMI and MI tumors and provides a paradigm shift in our understanding of bladder cancer biology that has significant diagnostic and therapeutic implications.
尿路上皮(膀胱)癌有两种不同的形式:肌肉浸润性(MI)和非肌肉浸润性(NMI)疾病。由于目前认为膀胱癌是由基底层尿路上皮细胞转化而来,因此已根据在此类细胞中发现的表达标志物分离出膀胱癌干细胞(CSCs)。然而,这些CSCs仅在MI肿瘤中被鉴定出来,这就提出了一个有趣的假设,即NMI肿瘤祖细胞并非来自基底层。为了验证这一假设,我们对激光捕获显微切割的基底细胞和伞细胞进行了全基因组表达谱分析,这是正常尿路上皮中两种组织学上最不同的细胞类型,并开发了一种区分它们的起源细胞(COO)基因特征。在多个患者队列中,COO特征比其他膀胱癌、通用或乳腺癌CSC特征以及膀胱细胞分化标志物更能预测分期和生存率。为了评估NMI和MI肿瘤是否起源于不同的祖细胞(DPC)或共同祖细胞,我们开发了一种新颖的统计框架,该框架将COO评分预测为驱动MI或NMI膀胱癌的已知基因改变(TP53、HRAS、KDM6A和FGFR3)的函数,并将其与肿瘤观察到的COO评分进行比较。对五个队列中的874名患者进行分析后确定DPC模型最符合现有数据。这一观察结果支持了NMI和MI肿瘤中存在不同的祖细胞,并为我们对膀胱癌生物学的理解带来了范式转变,具有重要的诊断和治疗意义。