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综合生物信息学分析以鉴定一种新的与铜死亡相关的肺腺癌预后标志物及其ceRNA调控轴和候选中药活性成分。

Comprehensive bioinformatics analysis to identify a novel cuproptosis-related prognostic signature and its ceRNA regulatory axis and candidate traditional Chinese medicine active ingredients in lung adenocarcinoma.

作者信息

Wang Shaohui, Xing Nan, Meng Xianli, Xiang Li, Zhang Yi

机构信息

State Key Laboratory of Southwestern Chinese Medicine Resources, School of Ethnic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China.

State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China.

出版信息

Front Pharmacol. 2022 Aug 30;13:971867. doi: 10.3389/fphar.2022.971867. eCollection 2022.

Abstract

Lung adenocarcinoma (LUAD) is the most ordinary histological subtype of lung cancer, and regulatory cell death is an attractive target for cancer therapy. Recent reports suggested that cuproptosis is a novel copper-dependent modulated form of cell death dependent on mitochondrial respiration. However, the role of cuproptosis-related genes (CRGs) in the LUAD process is unclear. In the current study, we found that DLD, LIAS, PDHB, DLAT and LIPA1 in 10 differentially expressed CRGs were central genes. GO and KEGG enrichment results showed that these 10 CRGs were mainly enriched in acetyl-CoA biosynthetic process, mitochondrial matrix, citrate cycle (TCA cycle) and pyruvate metabolism. Furthermore, we constructed a prognostic gene signature model based on the six prognostic CRGs, which demonstrated good predictive potential. Excitedly, we found that these six prognostic CRGs were significantly associated with most immune cell types, with DLD being the most significant (19 types). Significant correlations were noted between some prognostic CRGs and tumor mutation burden and microsatellite instability. Clinical correlation analysis showed that DLD was related to the pathological stage, T stage, and M stage of patients with LUAD. Lastly, we constructed the lncRNA UCA1/miR-1-3p/DLD axis that may play a key role in the progression of LUAD and screened nine active components of traditional Chinese medicine (TCM) that may regulate DLD. Further, cell experiments and molecular docking were used to verify this. In conclusion, we analyzed the potential value of CRGs in the progression of LUAD, constructed the potential regulatory axis of ceRNA, and obtained the targeted regulatory TCM active ingredients through comprehensive bioinformatics combined with experimental validation strategies. This work not only provides new insights into the treatment of LUAD but also includes a basis for the development of new immunotherapy drugs that target cuproptosis.

摘要

肺腺癌(LUAD)是肺癌最常见的组织学亚型,而调节性细胞死亡是癌症治疗的一个有吸引力的靶点。最近的报告表明,铜死亡是一种新的依赖于线粒体呼吸的铜依赖性调节细胞死亡形式。然而,铜死亡相关基因(CRGs)在LUAD进程中的作用尚不清楚。在本研究中,我们发现10个差异表达的CRGs中的DLD、LIAS、PDHB、DLAT和LIPA1是核心基因。GO和KEGG富集结果表明,这10个CRGs主要富集于乙酰辅酶A生物合成过程、线粒体基质、柠檬酸循环(TCA循环)和丙酮酸代谢。此外,我们基于6个预后CRGs构建了一个预后基因特征模型,该模型显示出良好的预测潜力。令人兴奋的是,我们发现这6个预后CRGs与大多数免疫细胞类型显著相关,其中DLD最为显著(19种)。一些预后CRGs与肿瘤突变负荷和微卫星不稳定性之间存在显著相关性。临床相关性分析表明,DLD与LUAD患者的病理分期、T分期和M分期有关。最后,我们构建了可能在LUAD进展中起关键作用的lncRNA UCA1/miR-1-3p/DLD轴,并筛选出9种可能调节DLD的中药活性成分。此外,通过细胞实验和分子对接进行了验证。总之,我们分析了CRGs在LUAD进展中的潜在价值,构建了ceRNA的潜在调控轴,并通过综合生物信息学结合实验验证策略获得了靶向调控的中药活性成分。这项工作不仅为LUAD的治疗提供了新的见解,也为开发针对铜死亡的新型免疫治疗药物奠定了基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9873/9468865/5a86daab4b78/fphar-13-971867-g001.jpg

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