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七个干扰素 γ 反应基因作为一个预后风险标志物与肺腺癌中的免疫浸润相关。

Seven interferon gamma response genes serve as a prognostic risk signature that correlates with immune infiltration in lung adenocarcinoma.

机构信息

Division of Pulmonary Medicine, The First Affiliated Hospital of Wenzhou Medical University, Key Laboratory of Heart and Lung, Wenzhou 325000, Zhejiang, China.

Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Life Science and Technology, Shanghai 200433, China.

出版信息

Aging (Albany NY). 2021 Apr 4;13(8):11381-11410. doi: 10.18632/aging.202831.

Abstract

Interferon-gamma (IFN-γ) plays a complex role in modulating tumor microenvironment during lung adenocarcinoma (LUAD) development. In order to define the role of IFN-γ response genes in LUAD progression, we characterized the gene expression, mutation profile, protein-protein interaction of 24 IFN-γ response genes, which exhibited significant hazard ratio in overall survival. Two subgroups of LUAD from the TCGA cohort, which showed significant difference in the survival rate, were identified based on the expression of these genes. Furthermore, LASSO penalized cox regression model was used to derive a risk signature comprising seven IFN-γ response genes, including CD74, CSF2RB, PTPN6, MT2A, NMI, LATS2, and PFKP, which can serve as an independent prognostic predictor of LUAD. The risk signature was validated in an independent LUAD cohort. The high risk group is enriched with genes regulating cell cycle and DNA replication, as well as a high level of pro-tumor immune cells. In addition, the risk score is negatively correlated with the expression of immune metagenes, but positively correlated with DNA damage repair genes. Our findings reveal that seven-gene risk signature can be a valuable prognostic predictor for LUAD, and they are crucial participants in tumor microenvironment of LUAD.

摘要

干扰素-γ (IFN-γ) 在调节肺腺癌 (LUAD) 发展过程中的肿瘤微环境中发挥着复杂的作用。为了确定 IFN-γ 反应基因在 LUAD 进展中的作用,我们对 24 个 IFN-γ 反应基因的基因表达、突变谱、蛋白质-蛋白质相互作用进行了特征分析,这些基因在总生存率方面表现出显著的危险比。根据这些基因的表达,从 TCGA 队列中确定了两组 LUAD,它们在生存率方面存在显著差异。此外,还使用 LASSO 惩罚 Cox 回归模型得出了一个由 7 个 IFN-γ 反应基因组成的风险特征,包括 CD74、CSF2RB、PTPN6、MT2A、NMI、LATS2 和 PFKP,可作为 LUAD 的独立预后预测因子。该风险特征在一个独立的 LUAD 队列中得到了验证。高风险组富含调节细胞周期和 DNA 复制的基因,以及高水平的促肿瘤免疫细胞。此外,风险评分与免疫元基因的表达呈负相关,但与 DNA 损伤修复基因呈正相关。我们的研究结果表明,七基因风险特征可以作为 LUAD 的一个有价值的预后预测因子,它们是 LUAD 肿瘤微环境中的关键参与者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/55ef/8109098/1d33fcd0404a/aging-13-202831-g001.jpg

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