Mitochondrial-associated programmed-cell-death patterns for predicting the prognosis of non-small-cell lung cancer.

IF 3.9 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Frontiers of Medicine Pub Date : 2024-11-22 DOI:10.1007/s11684-024-1093-3
Xueyan Shi, Sichong Han, Guizhen Wang, Guangbiao Zhou
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Abstract

Mitochondria are the convergence point of multiple pathways that trigger programmed cell death (PCD). Mitochondrial-associated PCD (mtPCD) is involved in the pathogenesis of several diseases. However, the role of mtPCD in the prognostic prediction of cancers including non-small-cell lung cancer (NSCLC) remains to be investigated. Here, 12 mtPCD patterns were analyzed in transcriptomics, genomics, and clinical data collected from 4 datasets containing 977 patients. A risk-score assessment system containing 18 genes was established. We found that NSCLC patients with a high-risk score had a poorer prognosis. A nomogram was constructed by incorporating the risk score with clinical features. The risk score was further associated with clinicopathological information, tumor-mutation frequency, and immunotherapy responses. NSCLC patients with a high risk score had more Treg cells infiltration. However, these patients had higher tumor-mutation burden scores and may be more sensitive to immunotherapy. Moreover, receptor-interacting serine/threonine protein kinase 2 (RIPK2) was selected from mtPCD gene model for validation. We found that RIPK2 exhibited oncogenic function, and its expression level was inversely associated with the overall survival of NSCLC. Taken together, our results indicated the accuracy and practicability of the mtPCD gene model and RIPK2 in predicting the prognosis of NSCLC.

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用于预测非小细胞肺癌预后的线粒体相关程序性细胞死亡模式。
线粒体是引发细胞程序性死亡(PCD)的多种途径的汇集点。线粒体相关 PCD(mtPCD)与多种疾病的发病机制有关。然而,mtPCD在包括非小细胞肺癌(NSCLC)在内的癌症预后预测中的作用仍有待研究。本文分析了从包含977名患者的4个数据集中收集的转录组学、基因组学和临床数据中的12种mtPCD模式。建立了包含 18 个基因的风险评分评估系统。我们发现,高风险评分的 NSCLC 患者预后较差。通过将风险评分与临床特征相结合,我们构建了一个提名图。风险评分进一步与临床病理信息、肿瘤突变频率和免疫治疗反应相关联。高风险评分的NSCLC患者有更多的Treg细胞浸润。不过,这些患者的肿瘤突变负荷评分较高,可能对免疫疗法更敏感。此外,我们还从mtPCD基因模型中选取了受体相互作用丝氨酸/苏氨酸蛋白激酶2(RIPK2)进行验证。我们发现,RIPK2具有致癌功能,其表达水平与NSCLC的总生存率成反比。综上所述,我们的研究结果表明,mtPCD基因模型和RIPK2在预测NSCLC预后方面具有准确性和实用性。
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来源期刊
Frontiers of Medicine
Frontiers of Medicine ONCOLOGYMEDICINE, RESEARCH & EXPERIMENTAL&-MEDICINE, RESEARCH & EXPERIMENTAL
CiteScore
18.30
自引率
0.00%
发文量
800
期刊介绍: Frontiers of Medicine is an international general medical journal sponsored by the Ministry of Education of China. The journal is jointly published by the Higher Education Press and Springer. Since the first issue of 2010, this journal has been indexed in PubMed/MEDLINE. Frontiers of Medicine is dedicated to publishing original research and review articles on the latest advances in clinical and basic medicine with a focus on epidemiology, traditional Chinese medicine, translational research, healthcare, public health and health policies.
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