Identification and validation of a novel ferroptosis-related gene signature for prognosis and potential therapeutic target prediction in cholangiocarcinoma

被引:11
作者
Sae-fung, Apiwit [1 ]
Mutirangura, Apiwat [2 ]
Jitkaew, Siriporn [3 ,4 ]
机构
[1] Chulalongkorn Univ, Fac Allied Hlth Sci, Dept Clin Chem, Grad Program Clin Biochem & Mol Med, Bangkok, Thailand
[2] Chulalongkorn Univ, Fac Med, Ctr Excellence Mol Genet Canc & Human Dis, Dept Anat, Bangkok, Thailand
[3] Chulalongkorn Univ, Fac Allied Hlth Sci, Dept Clin Chem, Bangkok, Thailand
[4] Chulalongkorn Univ, Fac Allied Hlth Sci, Dept Clin Chem, Age Related Inflammat & Degenerat Res Unit, Bangkok, Thailand
关键词
ferroptosis; cholangiocarcinoma; gene signature; prognosis; risk score; REGULATORY T-CELLS; SIGNALING PATHWAY; C-MET; CANCER; CYCLOOXYGENASE-2; INHIBITION; ESTABLISHMENT; GEMCITABINE; METASTASIS; MECHANISMS;
D O I
10.3389/fimmu.2022.1051273
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
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.
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页数:17
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