端粒及衰老相关特征综合分析预测肺腺癌预后及免疫治疗反应。

IF 1.5 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS Journal of Cardiothoracic Surgery Pub Date : 2025-01-06 DOI:10.1186/s13019-024-03337-y
Zhe Ye, Yiwei Huang, Tingting Chen, Youyi Wu
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引用次数: 0

摘要

背景:肺腺癌(LUAD)是一种高危恶性肿瘤。端粒- (TRGs)和衰老相关基因(ARGs)在癌症的进展和预后中起着重要作用。本研究旨在建立一种结合TRGs和ARGs特征的新型预后模型来预测LUAD患者的预后。方法:从公共数据库获取LUAD患者的样本资料和临床资料。使用最小绝对收缩和选择算子(LASSO)、多变量Cox分析、随时间变化的受试者工作特征(ROC)和Kaplan-Meier (K-M)分析构建和评估预后模型。采用单样本基因集富集分析(ssGSEA)评估免疫细胞浸润水平。使用CellMiner数据库确定药物敏感性与预后基因表达显著相关的抗肿瘤药物。随后基于TISCH数据库分析免疫细胞中预后基因的分布和表达水平。结果:本研究确定了8个与LUAD预后显著相关的特征基因,可作为独立的预后因素,低危组预后更佳。此外,开发了一个综合nomogram,显示出高度的预后预测价值。ssGSEA结果提示低危组免疫细胞浸润较高。最终,我们的研究结果显示,高风险组对Linsitinib表现出更高的敏感性,而低风险组对OSI-027药物表现出更高的敏感性。结论:风险评分显示出强大的预后能力,为评估免疫治疗提供了新的见解。这将为今后实现LUAD的个性化、精准化治疗提供新的方向。
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Comprehensive analysis of telomere and aging-related signature for predicting prognosis and immunotherapy response in lung adenocarcinoma.

Background: Lung adenocarcinoma (LUAD) is a high-risk malignancy. Telomeres- (TRGs) and aging-related genes (ARGs) play an important role in cancer progression and prognosis. This study aimed to develop a novel prognostic model combined TRGs and ARGs signatures to predict the prognosis of patients with LUAD.

Methods: LUAD patient's sample data and clinical data were obtained from public databases. The prognostic model was constructed and evaluated using the least absolute shrinkage and selection operator (LASSO), multivariate Cox analysis, time-dependent receiver operating characteristic (ROC), and Kaplan-Meier (K-M) analysis. Immune cell infiltration levels were assessed using single-sample gene set enrichment analysis (ssGSEA). Antitumor drugs with significant correlations between drug sensitivity and the expression of prognostic genes were identified using the CellMiner database. The distribution and expression levels of prognostic genes in immune cells were subsequently analyzed based on the TISCH database.

Results: This study identified eight characteristic genes that are significantly associated with LUAD prognosis and could serve as independent prognostic factors, with the low-risk group demonstrating a more favorable outcome. Additionally, a comprehensive nomogram was developed, showing a high degree of prognostic predictive value. The results from ssGSEA indicated that the low-risk group had higher immune cell infiltration. Ultimately, our findings revealed that the high-risk group exhibited heightened sensitivity to the Linsitinib, whereas the low-risk group demonstrated enhanced sensitivity to the OSI-027 drug.

Conclusion: The risk score exhibited robust prognostic capabilities, offering novel insights for assessing immunotherapy. This will provide a new direction to achieve personalized and precise treatment of LUAD in the future.

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来源期刊
Journal of Cardiothoracic Surgery
Journal of Cardiothoracic Surgery 医学-心血管系统
CiteScore
2.50
自引率
6.20%
发文量
286
审稿时长
4-8 weeks
期刊介绍: Journal of Cardiothoracic Surgery is an open access journal that encompasses all aspects of research in the field of Cardiology, and Cardiothoracic and Vascular Surgery. The journal publishes original scientific research documenting clinical and experimental advances in cardiac, vascular and thoracic surgery, and related fields. Topics of interest include surgical techniques, survival rates, surgical complications and their outcomes; along with basic sciences, pediatric conditions, transplantations and clinical trials. Journal of Cardiothoracic Surgery is of interest to cardiothoracic and vascular surgeons, cardiothoracic anaesthesiologists, cardiologists, chest physicians, and allied health professionals.
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