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构建并实验验证肺腺癌中与铜死亡相关的 lncRNA 预后模型用于预测免疫治疗反应的生物信息学分析。

Bioinformatics construction and experimental validation of a cuproptosis-related lncRNA prognostic model in lung adenocarcinoma for immunotherapy response prediction.

机构信息

Department of Thoracic Surgery, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China.

Xiangya Lung Cancer Center, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China.

出版信息

Sci Rep. 2023 Feb 11;13(1):2455. doi: 10.1038/s41598-023-29684-9.

Abstract

Cuproptosis is a newly form of cell death. Cuproptosis related lncRNA in lung adenocarcinoma (LUAD) has also not been fully elucidated. In the present study, we aimed to construct a prognostic signature based on cuproptosis-related lncRNA in LUAD and investigate its association with immunotherapy response. The RNA-sequencing data, clinical information and simple nucleotide variation of LUAD patients were obtained from TCGA database. The LASSO Cox regression was used to construct a prognostic signature. The CIBERSORT, ESTIMATE and ssGSEA algorithms were applied to assess the association between risk score and TME. TIDE score was applied to reflect the efficiency of immunotherapy response. The influence of overexpression of lncRNA TMPO-AS1 on A549 cell was also assessed by in vitro experiments. The lncRNA prognostic signature included AL606834.1, AL138778.1, AP000302.1, AC007384.1, AL161431.1, TMPO-AS1 and KIAA1671-AS1. Low-risk group exhibited much higher immune score, stromal score and ESTIMATE score, but lower tumor purity compared with high-risk groups. Also, low-risk group was associated with a much higher score of immune cells and immune related function sets, indicating an immune activation state. Low-risk patients had relative higher TIDE score and lower TMB. External validation using IMvigor210 immunotherapy cohort demonstrated that low-risk group had a better prognosis and might more easily benefit from immunotherapy. Overexpression of lncRNA TMPO-AS1 promoted the proliferation, migration and invasion of A549 cell line. The novel cuproptosis-related lncRNA signature could predict the prognosis of LUAD patients, and helped clinicians stratify patients appropriate for immunotherapy and determine individual therapeutic strategies.

摘要

铜死亡是一种新的细胞死亡形式。肺癌(LUAD)中与铜死亡相关的长链非编码 RNA 也尚未完全阐明。在本研究中,我们旨在构建基于 LUAD 中铜死亡相关长链非编码 RNA 的预后标志物,并探讨其与免疫治疗反应的相关性。从 TCGA 数据库中获取 LUAD 患者的 RNA 测序数据、临床信息和简单核苷酸变异。使用 LASSO Cox 回归构建预后标志物。应用 CIBERSORT、ESTIMATE 和 ssGSEA 算法评估风险评分与 TME 的相关性。TIDE 评分用于反映免疫治疗反应的效率。通过体外实验评估 lncRNA TMPO-AS1 过表达对 A549 细胞的影响。lncRNA 预后标志物包括 AL606834.1、AL138778.1、AP000302.1、AC007384.1、AL161431.1、TMPO-AS1 和 KIAA1671-AS1。低风险组的免疫评分、基质评分和 ESTIMATE 评分均明显较高,而肿瘤纯度则明显较低。此外,低风险组与免疫细胞和免疫相关功能集的评分更高相关,表明免疫激活状态。低风险患者的 TIDE 评分相对较高,TMB 较低。使用 IMvigor210 免疫治疗队列进行外部验证表明,低风险组具有更好的预后,可能更容易从免疫治疗中获益。lncRNA TMPO-AS1 的过表达促进了 A549 细胞系的增殖、迁移和侵袭。该新型铜死亡相关长链非编码 RNA 标志物可预测 LUAD 患者的预后,并有助于临床医生对适合免疫治疗的患者进行分层,确定个体化治疗策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ed7/9922258/6e9ed0df72b5/41598_2023_29684_Fig1_HTML.jpg

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