Li Xinyun, Yang Lin, Huang Wei, Jia Bo, Lai Yu
School of Basic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
Heliyon. 2022 Feb 19;8(2):e08994. doi: 10.1016/j.heliyon.2022.e08994. eCollection 2022 Feb.
Bladder cancer (BLCA) is the most common malignant tumor in the genitourinary system, and the complex tumor microenvironment (TME) of BLCA is the main factor in its difficult treatment. Accumulated evidence supports that alternative splicing (AS) events frequently occur in cancer and are closely related to the TME. Therefore, there is an urgent need to comprehensively analyze the prognostic value of AS events in BLCA.
The clinical, transcriptome and AS data of BLCA were downloaded from the Cancer Genome Atlas database, and a Cox proportional hazard regression model and LASSO regression were used to establish a prognostic signature. Then, the prognostic value of the signature was verified by clinical survival status, clinicopathologic features, tumor immune microenvironment (TIME), and immune checkpoint. Next, we screened the AS-related genes with the largest expression differences between tumor and normal samples by gene differential expression analysis. Finally, the regulatory network of AS-splicing factors (SFs) was established to unravel the potential regulatory mechanism of AS events in BLCA.
A BLCA prognostic signature related to seven AS events was constructed, and the prognostic value of the signature was also verified from multiple perspectives. Moreover, there was significant abnormal expression of , a gene implicated in AS events, the expression of which was associated with the survival, clinicopathological features, TIME, and immunotherapy of BLCA, suggesting that it has potential clinical application value. Furthermore, the AS-SF regulatory network indicated that splicing factors (PRPF39, LUC7L, HSPA8 and DDX21) might be potential biomarkers of BLCA.
Our study revealed the potential role of AS events in the prognosis, TIME and immunotherapy of BLCA and yielded new insights into the molecular mechanisms of and personalized immunotherapy for BLCA.
膀胱癌(BLCA)是泌尿生殖系统中最常见的恶性肿瘤,其复杂的肿瘤微环境(TME)是治疗困难的主要因素。越来越多的证据支持可变剪接(AS)事件在癌症中频繁发生,且与TME密切相关。因此,迫切需要全面分析AS事件在BLCA中的预后价值。
从癌症基因组图谱数据库下载BLCA的临床、转录组和AS数据,使用Cox比例风险回归模型和LASSO回归建立预后特征。然后,通过临床生存状态、临床病理特征、肿瘤免疫微环境(TIME)和免疫检查点验证该特征的预后价值。接下来,通过基因差异表达分析筛选肿瘤与正常样本间表达差异最大的AS相关基因。最后,建立AS剪接因子(SFs)调控网络,以揭示AS事件在BLCA中的潜在调控机制。
构建了一个与7个AS事件相关的BLCA预后特征,该特征的预后价值也从多个角度得到验证。此外,一个与AS事件相关的基因存在显著异常表达,其表达与BLCA的生存、临床病理特征、TIME和免疫治疗相关,表明它具有潜在的临床应用价值。此外,AS-SF调控网络表明剪接因子(PRPF39、LUC7L、HSPA8和DDX21)可能是BLCA的潜在生物标志物。
我们的研究揭示了AS事件在BLCA预后、TIME和免疫治疗中的潜在作用,并为BLCA的分子机制和个性化免疫治疗提供了新的见解。