Graduate Program in Clinical Biochemistry and Molecular Medicine, Department of Clinical Chemistry, Faculty of Allied Health Sciences, Chulalongkorn University, Bangkok, Thailand.
Department of Anatomy, Faculty of Medicine, Center of Excellence in Molecular Genetics of Cancer and Human Diseases, Chulalongkorn University, Bangkok, Thailand.
Front Immunol. 2023 Jan 17;13:1051273. doi: 10.3389/fimmu.2022.1051273. eCollection 2022.
Cholangiocarcinoma (CCA) is a highly heterogeneous and aggressive malignancy of the bile ducts with a poor prognosis and high mortality rate. Effective targeted therapy and accurate prognostic biomarkers are still lacking. Ferroptosis is a form of regulated cell death implicated in cancer progression and has emerged as a potential therapeutic target in various cancers. However, a comprehensive analysis of ferroptosis-related genes (FRGs) for predicting CCA prognosis and therapeutic targets and determining the role of ferroptosis in CCA remain to be performed. Here, we developed a prognostic FRG signature using a least absolute shrinkage and selection operator Cox regression analysis in a training cohort. We then validated it using four independent public datasets. The six-FRG signature was developed to predict CCA patient survival, stratifying them into low-risk and high-risk groups based on survival time. Significantly, the high-risk CCA patients had shorter overall survival. A receiver operating characteristic curve analysis further confirmed the prognostic FRG signature's strong predictive ability, indicating that it was an independent prognostic indicator for CCA patients. Furthermore, the high-risk group was associated with fluke infection and high clinical stages. Cancer-associated fibroblast (CAF) score and CAF markers were significantly higher in the high-risk group than the low-risk group. Moreover, our FRG signature could predict immune checkpoint markers for immunotherapy and drug sensitivity. The mRNA expression levels of the six-FRG signature was validated in 10 CCA cell lines and dividing them into low-risk and high-risk groups using the FRG signature. We further showed that high-risk CCA cell lines were more resistant to ferroptosis inducers, including erastin and RSL3, than the low-risk CCA cell lines. Our study constructed a novel FRG signature model to predict CCA prognoses which might provide prognostic biomarkers and potential therapeutic targets for CCA patients. Ferroptosis sensitivity in high-risk and low-risk CCA cell lines suggests that ferroptosis resistance is associated with high-risk group CCA. Therefore, ferroptosis could be a promising therapeutic target for precision therapy in CCA patients.
胆管癌(CCA)是一种高度异质性和侵袭性的胆管恶性肿瘤,预后差,死亡率高。有效的靶向治疗和准确的预后生物标志物仍然缺乏。铁死亡是一种与癌症进展有关的受调控的细胞死亡形式,已成为各种癌症的潜在治疗靶点。然而,全面分析铁死亡相关基因(FRGs)以预测 CCA 预后和治疗靶点,并确定铁死亡在 CCA 中的作用仍有待进行。在这里,我们使用训练队列中的最小绝对收缩和选择算子 Cox 回归分析开发了一个预后 FRG 特征。然后,我们使用四个独立的公共数据集对其进行了验证。该六个-FRG 特征被开发用于预测 CCA 患者的生存情况,根据生存时间将他们分为低风险和高风险组。重要的是,高风险 CCA 患者的总生存期更短。ROC 曲线分析进一步证实了预后 FRG 特征的强大预测能力,表明它是 CCA 患者的独立预后指标。此外,高危组与吸虫感染和高临床分期有关。与低风险组相比,高危组的癌相关成纤维细胞(CAF)评分和 CAF 标志物显著升高。此外,我们的 FRG 特征可以预测免疫治疗的免疫检查点标志物和药物敏感性。在 10 个 CCA 细胞系中验证了六个-FRG 特征的 mRNA 表达水平,并使用 FRG 特征将它们分为低风险和高风险组。我们进一步表明,与低风险 CCA 细胞系相比,高风险 CCA 细胞系对铁死亡诱导剂(包括 erastin 和 RSL3)更具耐药性。我们的研究构建了一个新的 FRG 特征模型来预测 CCA 预后,这可能为 CCA 患者提供预后生物标志物和潜在的治疗靶点。高危和低危 CCA 细胞系的铁死亡敏感性表明,铁死亡耐药性与高危组 CCA 有关。因此,铁死亡可能是 CCA 患者精准治疗的一个有前途的治疗靶点。