Liu Junqiang, Li Chun, Huang Kai, Aldanakh Abdullah, Yang Deyong, Wang Jianbo, Sun Xiuzhen, Song Xishuang
Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, China.
Central Laboratory, Affiliated Zhongshan Hospital of Dalian University, Dalian, China.
Expert Rev Anticancer Ther. 2022 Mar;22(3):323-330. doi: 10.1080/14737140.2022.2012158. Epub 2021 Dec 8.
Tumor-stroma ratio (TSR) and tumor budding (TB) play important roles in muscle-invasive bladder cancer (MIBC). We developed a rating system (TSR-TB type) based on the morphological evaluation of TSR and TB for predicting patient outcome and using individualized care.
TSR and TB were assessed in publicly accessible MIBC tumor slides from the TCGA database. MIBC patients were classified as low stromal or high stromal type based on TSR, and high stromal type was further classified as compartmentalized or mixed stromal type based on TB.
TSR-TB type was an independent adverse prognostic factor for OS (P < 0.001). Low stromal type had a greater prognosis (P < 0.001) and were enriched for FGFR3 mutations (P = 0.001). The mixed stromal type was distinguished by increased M2 macrophage penetration (P < 0.001), anti-tumor immune activity, DNA repair pathway mutations, and poor survival. GSEA showed that certain cancer-related pathways, such as mitotic spindle, PI3K-AKT-MTOR signalingwere hyperactivated in high stromal type (all FDR<0.05). Furthermore, mixed stromal type demonstrated enhanced activation of epithelial mesenchymal transformation (EMT), inflammatory response (all FDR<0.05).
TSR and TB-based MIBC classification coincides with patient survival and molecular alterations. The identified subtypes may have important implications for individualized MIBC therapy.
肿瘤-基质比(TSR)和肿瘤芽生(TB)在肌层浸润性膀胱癌(MIBC)中起重要作用。我们基于TSR和TB的形态学评估开发了一种分级系统(TSR-TB类型),用于预测患者预后并实施个体化治疗。
在来自TCGA数据库的公开可得的MIBC肿瘤切片中评估TSR和TB。根据TSR将MIBC患者分为低基质型或高基质型,高基质型再根据TB进一步分为分隔型或混合型基质。
TSR-TB类型是总生存期(OS)的独立不良预后因素(P < 0.001)。低基质型预后较好(P < 0.001)且FGFR3突变富集(P = 0.001)。混合型基质的特征是M2巨噬细胞浸润增加(P < 0.001)、抗肿瘤免疫活性、DNA修复途径突变和生存较差。基因集富集分析(GSEA)显示某些癌症相关途径,如有丝分裂纺锤体、PI3K-AKT-MTOR信号通路在高基质型中过度激活(所有错误发现率<0.05)。此外,混合型基质显示上皮-间质转化(EMT)、炎症反应增强(所有错误发现率<0.05)。
基于TSR和TB的MIBC分类与患者生存和分子改变相符。所确定的亚型可能对MIBC个体化治疗具有重要意义。