Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine, Yokohama, 236-0004, Japan.
Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14263, USA.
Cancer Gene Ther. 2024 May;31(5):746-754. doi: 10.1038/s41417-024-00756-w. Epub 2024 Mar 26.
Epithelial-mesenchymal transition (EMT) is a crucial mechanism that facilitates cancer cell metastasis. Despite its importance, the clinical significance of EMT in gastric cancer (GC) patients has yet to be clearly demonstrated. For gauging the extent of EMT in GC, we employed gene set variation analysis to score 807 patient samples from two large cohorts: TCGA and GSE84437. In both cohorts, EMT high GC showed a significant association with worse overall survival (hazard ratio (HR) = 1.74, p = 0.011 and HR = 2.01, p < 0.001, respectively). This association was stronger when considering the EMT signature score compared to the individual expressions of EMT-related genes (CDH1, CDH2, VIM, and FN1). While the EMT signature level did not differ among various cancers, high EMT signature specifically correlated with survival in GC alone. Mucinous and diffuse histological types exhibited higher EMT levels compared to others (p < 0.001), and the EMT signature level was correlated with tumor depth and AJCC stage (all p < 0.001). Interestingly, the EMT score was an independent factor for overall and disease-specific survival (multivariate; p = 0.006 and 0.032, respectively). EMT high GC displayed a lower fraction of Th1 cells and a higher fraction of dendritic cells, M1 macrophages and several stromal cells. EMT high GC exhibited an inverse correlation with cell proliferation-related gene sets. While they significantly enriched multiple pro-cancerous gene sets, such as TGF-β signaling, hypoxia, and angiogenesis. The presence of EMT signature in a bulk tumor was linked to TGF-β signaling, hypoxia, and angiogenesis, and was also associated with poorer survival outcomes in GC patients.
上皮-间充质转化(EMT)是促进癌细胞转移的关键机制。尽管 EMT 很重要,但 EMT 在胃癌(GC)患者中的临床意义尚未得到明确证明。为了评估 GC 中 EMT 的程度,我们采用基因集变异分析对来自两个大型队列(TCGA 和 GSE84437)的 807 个患者样本进行评分。在两个队列中,EMT 高 GC 与总生存期较差均具有显著相关性(危险比(HR)=1.74,p=0.011 和 HR=2.01,p<0.001)。与 EMT 相关基因(CDH1、CDH2、VIM 和 FN1)的个体表达相比,考虑 EMT 特征评分时,这种相关性更强。虽然 EMT 特征评分在各种癌症中没有差异,但高 EMT 特征评分仅与 GC 患者的生存相关。黏液和弥漫性组织学类型与其他类型相比具有更高的 EMT 水平(p<0.001),并且 EMT 特征评分与肿瘤深度和 AJCC 分期相关(均 p<0.001)。有趣的是,EMT 评分是总生存期和疾病特异性生存期的独立因素(多变量;p=0.006 和 0.032)。EMT 高 GC 中 Th1 细胞比例较低,树突状细胞、M1 巨噬细胞和几种基质细胞比例较高。EMT 高 GC 与细胞增殖相关基因集呈负相关。虽然它们显著富集了多个促癌基因集,如 TGF-β 信号、缺氧和血管生成。大量肿瘤中 EMT 特征的存在与 TGF-β 信号、缺氧和血管生成有关,并且与 GC 患者的生存结果较差有关。