Department of Gynecologic Oncology, The First Affiliated Hospital of Henan Polytechnic University, Jiaozuo 454000, China.
Clinical Laboratory Diagnostics, Medical Technology College, Beihua University, Jilin 132013, China.
Biosci Rep. 2021 Apr 30;41(4). doi: 10.1042/BSR20202321.
In the present study, we explored the clinical and immunological characteristics of 575 uterine corpus endometrial carcinoma (UCEC) samples obtained from The Cancer Genome Atlas (TCGA) using the ESTIMATE and CIBERSORT algorithms. First, Kaplan-Meier and univariate Cox regression analyses indicated that the immune cell score was a prognostic factor for overall survival (OS) and recurrence-free survival (RFS). Multivariate Cox regression analysis further revealed that the immune cell score was an independent prognostic factor for UCEC patients. Second, we investigated the correlation between the infiltration levels of 22 types of immune cells and the immune score. Survival analysis based on the 22 immune cell types showed that higher levels of regulatory T cell, activated NK cell, and follicular helper T-cell infiltration were associated with longer OS, while higher levels of CD8+ T cell and naive B-cell infiltration were associated with longer RFS. Next, we performed differential expression and prognosis analyses on 1534 immune-related genes and selected five from 14 candidate genes to construct a prognostic prediction model. The area under the receiver-operating characteristic (ROC) curve (AUC) for 3- and 5-year survival were 0.711 and 0.728, respectively. Further validation using a stage I-II subgroup showed similar results, presenting AUC values for 3- and five-year survival of 0.677 and 0.692, respectively. Taken together, the present study provides not only a deeper understanding of the relationship between UCEC and the immune landscape but also guidance for the future development of UCEC immunotherapy.
在本研究中,我们使用 ESTIMATE 和 CIBERSORT 算法探索了来自癌症基因组图谱(TCGA)的 575 个子宫体子宫内膜癌(UCEC)样本的临床和免疫学特征。首先,Kaplan-Meier 和单因素 Cox 回归分析表明,免疫细胞评分是总生存期(OS)和无复发生存期(RFS)的预后因素。多因素 Cox 回归分析进一步表明,免疫细胞评分是 UCEC 患者的独立预后因素。其次,我们研究了 22 种免疫细胞浸润水平与免疫评分之间的相关性。基于 22 种免疫细胞的生存分析表明,调节性 T 细胞、活化 NK 细胞和滤泡辅助 T 细胞浸润水平较高与 OS 较长相关,而 CD8+T 细胞和幼稚 B 细胞浸润水平较高与 RFS 较长相关。接下来,我们对 1534 个免疫相关基因进行了差异表达和预后分析,并从 14 个候选基因中选择了 5 个基因构建了预后预测模型。3 年和 5 年生存的受试者工作特征(ROC)曲线下面积(AUC)分别为 0.711 和 0.728。进一步在 I 期-II 期亚组中进行验证,结果相似,3 年和 5 年生存的 AUC 值分别为 0.677 和 0.692。综上所述,本研究不仅深入了解了 UCEC 与免疫景观之间的关系,还为未来 UCEC 免疫治疗的发展提供了指导。