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基于cGAS-STING通路的肺腺癌预后特征鉴定及其免疫治疗意义

Identification of Prognosis Signature Based on cGAS-STING Pathway and Its Immunotherapeutic Significance in Lung Adenocarcinoma.

作者信息

Huang Xiao, Lv Xuefeng, Cao Xinghua

机构信息

Department of Clinical Laboratory, Luohe Central Hospital, No.56 Renmin Road, Luohe, 462000, People's Republic of China.

Department of Clinical Laboratory, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, People's Republic of China.

出版信息

Mol Biotechnol. 2025 Jan 31. doi: 10.1007/s12033-025-01376-x.

Abstract

Lung adenocarcinoma (LUAD) is a leading cause of cancer-related deaths worldwide, and there is an urgent need to develop personalized prognostic models for effective treatment strategies. The cyclic GMP-AMP synthase (cGAS)-stimulator of interferon genes (STING) pathways has been confirmed to engage in multiple cancer progression, prognosis, and immunotherapy benefits. However, the prognostic significance and immunotherapy response of cGAS-STING pathway-associated genes (CSPAGs) in LUAD remain unclear. Herein, we aimed to establish a CSPAG-based prognostic signature for LUAD patients. A total of 139 CSPAGs derived from the GSEA website were enrolled for subsequent analysis. Univariate Cox regression analysis shows that 22 of 139 CSPAGs were associated with LUAD prognosis. Lasso analysis identified 6 CSPAGs (IFNE, NFKB2, POL3RG, TRAF2, TICAM1 and NLRC3) as the most significant prognostic CSPAGs with the best model efficacy. The CSPAG signature classified LUAD patients into low-risk (LR) and high-risk (HR) groups. Kaplan-Meier analysis demonstrated that patients in the LR group had significantly better overall survival (OS) than those in the HR group (p < 0.05 represents statistical significance), indicating the predictive power of the CSPAG signature in LUAD prognosis. The receiver operating characteristic (ROC) curve analysis showed that the area under the curve (AUC) values for the CSPAG signature were higher than those for other well-established predictive factors, suggesting that the CSPAG signature had a higher predictive efficacy. The CSPAG nomogram incorporating clinical factors such as age, TNM status and the CSPAG risk score accurately predicted the OS of LUAD patients at 1, 3, and 5 years, indicating its potential clinical application in LUAD prognosis. Furthermore, we investigated the expression pattern of the 6 signature CSPAGs in different LUAD subpopulations with distinct clinical features. The CSPAG risk score was increased in the immune-high groups, suggesting a positive correlation between immune infiltration degree and CSPAG risk score. There was a heterogenicity of somatic mutation landscape between the two groups. The LR group had a strong immune cell activity, and most immune checkpoints were significantly expressed in the LR group, implying that this group benefited from immune checkpoint blockade (ICB) therapy. In addition, we verified the high predictive accuracy of the CSPAG signature in the GSE31210 and GSE203360 datasets. Taken together, this study established a CSPAG-based prognostic signature for LUAD patients with high predictive efficacy and clinical relevance. The association between CSPAGs and immune infiltration, and ICB therapy response, highlights the potential of the CSPAG signature as a personalized treatment strategy for LUAD patients.

摘要

肺腺癌(LUAD)是全球癌症相关死亡的主要原因,迫切需要开发个性化的预后模型以制定有效的治疗策略。环磷酸鸟苷-腺苷酸合成酶(cGAS)-干扰素基因刺激因子(STING)通路已被证实参与多种癌症的进展、预后及免疫治疗获益。然而,cGAS-STING通路相关基因(CSPAGs)在LUAD中的预后意义及免疫治疗反应仍不明确。在此,我们旨在为LUAD患者建立基于CSPAGs的预后特征。从GSEA网站获取的总共139个CSPAGs纳入后续分析。单因素Cox回归分析显示,139个CSPAGs中有22个与LUAD预后相关。Lasso分析确定了6个CSPAGs(IFNE、NFKB2、POL3RG、TRAF2、TICAM1和NLRC3)为具有最佳模型效能的最显著预后CSPAGs。CSPAG特征将LUAD患者分为低风险(LR)和高风险(HR)组。Kaplan-Meier分析表明,LR组患者的总生存期(OS)显著优于HR组(p < 0.05表示具有统计学意义),表明CSPAG特征对LUAD预后具有预测能力。受试者工作特征(ROC)曲线分析表明,CSPAG特征的曲线下面积(AUC)值高于其他已确立的预测因素,表明CSPAG特征具有更高的预测效能。纳入年龄、TNM分期和CSPAG风险评分等临床因素的CSPAG列线图能够准确预测LUAD患者1年、3年和5年的OS,表明其在LUAD预后方面的潜在临床应用价值。此外,我们研究了6个特征性CSPAGs在具有不同临床特征的不同LUAD亚群中的表达模式。免疫高分组的CSPAG风险评分升高,提示免疫浸润程度与CSPAG风险评分呈正相关。两组之间存在体细胞突变图谱的异质性。LR组具有较强的免疫细胞活性,且大多数免疫检查点在LR组中显著表达,这意味着该组患者可能从免疫检查点阻断(ICB)治疗中获益。此外,我们在GSE31210和GSE203360数据集中验证了CSPAG特征的高预测准确性。综上所述,本研究为LUAD患者建立了具有高预测效能和临床相关性的基于CSPAGs的预后特征。CSPAGs与免疫浸润及ICB治疗反应之间的关联,凸显了CSPAG特征作为LUAD患者个性化治疗策略的潜力。

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