Yao Zhijun, Yang Lin, Yang Xiaorong, Liu Fang, Fu Bin, Xiong Jing
Department of Urology, Hengyang Central Hospital, Hengyang, 421001, China.
Department of Urology, First Affiliated Hospital of Nanchang University, Nanchang, 330000, China.
Heliyon. 2024 Apr 26;10(9):e28803. doi: 10.1016/j.heliyon.2024.e28803. eCollection 2024 May 15.
Studies have shown that the stimulator of interferon genes (STING) is critical in tumorigenesis, and development. This study aimed to investigate the immune profile and prognostic significance of STING-mediated immune senescence in bladder cancer (BLCA).
We identified differential genes between tumor and normal tissue based on the Cancer Genome Atlas database, and used consensus clustering to identify BLCA subtypes. The genes most associated with overall survival were screened by further analysis and used to construct risk models. Then, comparing the immune microenvironment, tumor mutational load (TMB), and microsatellite instability (MSI) scores between different risk groups. Eventually, a nomogram was constructed based on clinical information and risk scores. The model was validated using receiver operating curves (ROC) and calibration plots.
We identified 160 differential genes, including 13 genes most associated with prognosis. Three subtypes of bladder cancer with different clinical and immunological features were identified. Immunotherapy was more likely to benefit the low-risk group, which had higher TMB and MSI scores. The nomogram was found to be highly predictive based on ROC analysis and calibration plots.
The risk model and nomogram not only predict the prognosis of BLCA patients but also can guide the treatment.
研究表明,干扰素基因刺激物(STING)在肿瘤发生和发展中起关键作用。本研究旨在探讨STING介导的免疫衰老在膀胱癌(BLCA)中的免疫特征及预后意义。
我们基于癌症基因组图谱数据库鉴定肿瘤组织和正常组织之间的差异基因,并使用一致性聚类来识别BLCA亚型。通过进一步分析筛选出与总生存期最相关的基因,并用于构建风险模型。然后,比较不同风险组之间的免疫微环境、肿瘤突变负荷(TMB)和微卫星不稳定性(MSI)评分。最终,基于临床信息和风险评分构建列线图。使用受试者工作特征曲线(ROC)和校准图对模型进行验证。
我们鉴定出160个差异基因,其中包括13个与预后最相关的基因。识别出具有不同临床和免疫特征的三种膀胱癌亚型。免疫治疗更有可能使TMB和MSI评分较高的低风险组受益。基于ROC分析和校准图发现列线图具有高度预测性。
风险模型和列线图不仅可以预测BLCA患者的预后,还可以指导治疗。