Yan Lijun, Chen Xi, Bian Zhaolian, Gu Chunyan, Ji Hanzhen, Chen Liyan, Xu Haifeng, Tang Qiyun
Department of Geriatric Gastroenterology, The First Affiliated Hospital with Nanjing Medical University, Institute of Neuroendocrine Tumor, Nanjing Medical University, Nanjing, China.
Department of Hepatology, Nantong Third People's Hospital Affiliated to Nantong University, Nantong, China.
Front Genet. 2022 Sep 8;13:971364. doi: 10.3389/fgene.2022.971364. eCollection 2022.
Colorectal carcinoma (CRC) is one of the most prevalent malignancies globally. Ferroptosis, a novel type of cell death, is critical in the development and treatment of tumors. This study was designed to establish a genetic signature for ferroptosis which has a predictive effect on the outcomes and immunotherapeutic response of CRC. Data of CRC patients were retrieved from TCGA and GEO databases. The genes associated with ferroptosis were obtained from GeneCards. The genetic signature for ferroptosis was identified by performing Cox regression analysis. Kaplan-Meier and ROC analysis were performed to assess the prognosis role of the genetic signature. CIBERSORT tool was used to identify a potential association of the genetic signature with the immune cells. The potential immunotherapeutic signatures and drug sensitivity prediction targeting this signature were also discussed. Immunohistochemistry was used to detect expression of ferroptosis-associated genes in CRC tissues and adjacent tissues. A ferroptosis-associated gene signature comprised of three genes (CDKN2A, FDFT1, and ACSL6) was developed for prediction of prognosis and evaluation of immune responses in CRC. Patients in the high-risk group tended to have a poor prognosis. In CRC, the ferroptosis-associated gene signature may function as independent predictors. Additionally, the expressional levels of the immune checkpoint proteins PD-L1 and CTLA-4 were substantially increased in the high-risk group. Moreover, we can distinguish between patients based on their immunotherapeutic responses more effectively if we categorize them by this signature. Additionally, candidate compounds were identified for the differentiation of CRC subtypes. The ferroptosis-associated gene signature identified in this study is effective in predicting the prognosis and evaluating immunotherapeutic response in CRC patients, and provides us with novel insights into the potential effect of ferroptosis targeted treatment on CRC.
结直肠癌(CRC)是全球最常见的恶性肿瘤之一。铁死亡是一种新型细胞死亡方式,在肿瘤的发生发展及治疗中起关键作用。本研究旨在建立一种对CRC的预后及免疫治疗反应具有预测作用的铁死亡基因特征。从TCGA和GEO数据库中检索CRC患者的数据。与铁死亡相关的基因从GeneCards中获取。通过进行Cox回归分析确定铁死亡的基因特征。采用Kaplan-Meier和ROC分析评估该基因特征的预后作用。使用CIBERSORT工具确定该基因特征与免疫细胞的潜在关联。还讨论了潜在的免疫治疗特征以及针对该特征的药物敏感性预测。采用免疫组织化学检测CRC组织及癌旁组织中铁死亡相关基因的表达。构建了一个由三个基因(CDKN2A、FDFT1和ACSL6)组成的铁死亡相关基因特征,用于预测CRC的预后及评估免疫反应。高危组患者预后往往较差。在CRC中,铁死亡相关基因特征可能作为独立的预测指标。此外,高危组中免疫检查点蛋白PD-L1和CTLA-4的表达水平显著升高。而且,根据该特征对患者进行分类,我们可以更有效地区分他们的免疫治疗反应。此外,还鉴定出了用于区分CRC亚型的候选化合物。本研究中鉴定的铁死亡相关基因特征可有效预测CRC患者的预后并评估免疫治疗反应,为铁死亡靶向治疗对CRC的潜在作用提供了新的见解。