Personalized Genomic Medicine Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, Korea.
Department of Bioinformatics, KRIBB School of Bioscience, Korea University of Science and Technology, Daejeon 34113, Korea.
Int J Mol Sci. 2021 Feb 1;22(3):1450. doi: 10.3390/ijms22031450.
Non-muscle-invasive bladder cancer (NMIBC) is clinically heterogeneous; thus, many patients fail to respond to treatment and relapse. Here, we identified a molecular signature that is both prognostic and predictive for NMIBC heterogeneity and responses to Bacillus Calmette-Guérin (BCG) therapy. Transcriptomic profiling of 948 NMIBC patients identified a signature-based subtype predictor, MSP888, along with three distinct molecular subtypes: DP.BCG+ (related to progression and response to BCG treatment), REC.BCG+ (related to recurrence and response to BCG treatment), and EP (equivocal prognosis). Patients with the DP.BCG+ subtype showed worse progression-free survival but responded to BCG treatment, whereas those with the REC.BCG+ subtype showed worse recurrence-free survival but responded to BCG treatment. Multivariate analyses revealed that MSP888 showed independent clinical utility for predicting NMIBC prognosis (each = 0.001 for progression and recurrence, respectively). Comparative analysis of this classifier and previously established molecular subtypes (i.e., Lund taxonomy and UROMOL class) revealed that a great proportion of patients were similar between subtypes; however, the MSP888 predictor better differentiated biological activity or responsiveness to BCG treatment. Our data increase our understanding of the mechanisms underlying the poor prognosis of NMIBC and the effectiveness of BCG therapy, which should improve clinical practice and complement other diagnostic tools.
非肌肉浸润性膀胱癌(NMIBC)具有临床异质性;因此,许多患者对治疗无反应并复发。在这里,我们确定了一个分子特征,该特征既可以预测 NMIBC 的异质性,也可以预测对卡介苗(BCG)治疗的反应。对 948 名 NMIBC 患者的转录组分析确定了一个基于签名的亚型预测因子 MSP888,以及三种不同的分子亚型:DP.BCG+(与进展和对 BCG 治疗的反应有关)、REC.BCG+(与复发和对 BCG 治疗的反应有关)和 EP(预后不确定)。DP.BCG+ 亚型的患者无进展生存期较差,但对 BCG 治疗有反应,而 REC.BCG+ 亚型的患者无复发生存期较差,但对 BCG 治疗有反应。多变量分析显示 MSP888 对预测 NMIBC 预后具有独立的临床实用性(分别为进展和复发的每个 = 0.001)。对该分类器和先前建立的分子亚型(即 Lund 分类和 UROMOL 类)的比较分析表明,大多数患者在亚型之间相似;然而,MSP888 预测因子更好地区分了对 BCG 治疗的生物学活性或反应性。我们的数据增加了对 NMIBC 预后不良和 BCG 治疗有效性的机制的理解,这应改善临床实践并补充其他诊断工具。