基于线粒体能量代谢相关基因的肺腺癌亚型鉴定。

IF 1.1 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY
Jianyang Ding, Keng Chen, Xuhui Wu
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引用次数: 0

摘要

背景:根据线粒体能量代谢和免疫疗法的敏感性确定肺腺癌(LUAD)患者的亚型对于癌症的精准治疗至关重要:根据线粒体能量代谢和免疫治疗敏感性确定肺腺癌(LUAD)患者的亚型对癌症精准治疗至关重要:方法: 利用无监督共识聚类确定肺腺癌亚型,并对结果进行免疫和肿瘤突变分析。通过差异分析确定了亚型间的 DEGs。进行了功能富集和PPI网络分析。根据前10个枢纽基因的表达情况将患者分为高表达组和低表达组,并进行生存分析。qRT-PCR和Western blot用于基因表达检测,CCK-8和流式细胞术用于细胞活力和凋亡分析:结果:群组-1的总生存率明显较高,免疫浸润程度和免疫表型评分较高,但TIDE评分、DEPTH评分和TMB评分较低。富集分析表明,两个集群之间DEGs的通路和功能主要与受体配体与细胞内蛋白酶的相互作用有关。枢纽基因的高表达与较低的患者生存率相对应。对特征基因具有高敏感性的预测药物是 CDK1:利巴韦林(0.476)、CCNB2:羟基脲(0.474)、氯乙酸(0.470)和 KIF11:利巴韦林(0.471)。KIF11和CCNB2在LUAD细胞中高表达,可促进细胞活力并抑制细胞凋亡:这项研究发现了 LUAD 的两种亚型,其中群集-1 更适合免疫疗法。这些结果为开发针对LUAD患者的精准免疫疗法提供了参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identification of lung adenocarcinoma subtypes based on mitochondrial energy metabolism-related genes.

Background: Identifying subtypes of lung adenocarcinoma (LUAD) patients based on mitochondrial energy metabolism and immunotherapy sensitivity is essential for precision cancer treatment.

Methods: LUAD subtypes were identified using unsupervised consensus clustering, and results were subjected to immune and tumor mutation analyses. DEGs between subtypes were identified by differential analysis. Functional enrichment and PPI network analyses were conducted. Patients were classified into high and low expression groups based on the expression of the top 10 hub genes, and survival analysis was performed. Drugs sensitive to feature genes were screened based on the correlation between hub gene expression and drug IC50 value. qRT-PCR and western blot were used for gene expression detection, and CCK-8 and flow cytometry were for cell viability and apoptosis analysis.

Results: Cluster-1 had significantly higher overall survival and a higher degree of immunoinfiltration and immunophenotypic score, but a lower TIDE score, DEPTH score, and TMB. Enrichment analysis showed that pathways and functions of DEGs between two clusters were mainly related to the interaction of receptor ligands with intracellular proteases. High expression of hub genes corresponded to lower patient survival rates. The predicted drugs with high sensitivity to feature genes were CDK1: Ribavirin (0.476), CCNB2: Hydroxyurea (0.474), Chelerythrine (0.470), and KIF11: Ribavirin (0.471). KIF11 and CCNB2 were highly expressed in LUAD cells and promoted cell viability and inhibited cell apoptosis.

Conclusion: This study identified two subtypes of LUAD, with cluster-1 being more suitable for immunotherapy. These results provided a reference for the development of precision immunotherapy for LUAD patients.

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来源期刊
Nucleosides, Nucleotides & Nucleic Acids
Nucleosides, Nucleotides & Nucleic Acids 生物-生化与分子生物学
CiteScore
2.60
自引率
7.70%
发文量
91
审稿时长
6 months
期刊介绍: Nucleosides, Nucleotides & Nucleic Acids publishes research articles, short notices, and concise, critical reviews of related topics that focus on the chemistry and biology of nucleosides, nucleotides, and nucleic acids. Complete with experimental details, this all-inclusive journal emphasizes the synthesis, biological activities, new and improved synthetic methods, and significant observations related to new compounds.
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