Shanghai Institute of Immunology, Department of Immunology and Microbiology, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
Department of Surgical Oncology and General Surgery, The First Hospital of China Medical University, Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors (China Medical University), Ministry of Education, Shenyang, 110001 Liaoning, China.
J Immunol Res. 2022 Oct 14;2022:2756611. doi: 10.1155/2022/2756611. eCollection 2022.
Cuproptosis is a newly discovered copper-independent cell death modality, and limited evidence suggests the critical implications in human cancers. Nonetheless, the clinical impacts of cuproptosis-relevant lncRNAs in lung adenocarcinoma (LUAD) remain largely ill-defined. The present study was aimed at defining a cuproptosis-relevant lncRNA signature for LUAD and discuss the clinical utility.
We collected transcriptome expression profiling, clinical information, somatic mutation, and copy number variations from TCGA-LUAD cohort retrospectively. The genetic alterations of cuproptosis genes were systematically assessed across LUAD, and cuproptosis-relevant lncRNAs were screened for defining a LASSO prognostic model. Genomic alterations, immunological and stemness features, and therapeutic sensitivity were studied with a series of computational approaches.
Cuproptosis genes displayed aberrant expression and widespread genomic alterations across LUAD, potentially modulated by m6A/m5C/m1A RNA modification mechanisms. We defined a cuproptosis-relevant lncRNA signature, with a reliable efficacy in predicting clinical outcomes. High-risk subset displayed higher somatic mutations, CNVs, TMB, SNV neoantigens, aneuploidy score, CTA score, homologous recombination defects, and intratumor heterogeneity, cytolytic activity, CD8+ T effector, and antigen processing machinery, proving that this subset might benefit from immunotherapy. Increased stemness indexes and activity of oncogenic pathways might contribute to undesirable prognostic outcomes for high-risk subset. Additionally, high-risk patients generally exhibited higher response to chemotherapeutic agents (cisplatin, etc.). We also predicted several small molecule compounds (GSK461364, KX2-391, etc.) for treating this subset.
Accordingly, this cuproptosis-relevant lncRNA signature offers an efficient approach to identify and characterize diverse prognosis, genomic alterations, and treatment outcomes in LUAD, thus potentially assisting personalized therapy.
铜死亡是一种新发现的铜离子非依赖性细胞死亡方式,有有限的证据表明其对人类癌症具有重要影响。然而,在肺腺癌(LUAD)中,与铜死亡相关的长链非编码 RNA(lncRNA)的临床影响在很大程度上仍未得到明确界定。本研究旨在定义一个用于 LUAD 的与铜死亡相关的 lncRNA 特征,并讨论其临床应用。
我们回顾性地从 TCGA-LUAD 队列中收集了转录组表达谱、临床信息、体细胞突变和拷贝数变异。系统评估了 LUAD 中铜死亡基因的遗传改变,并筛选与铜死亡相关的 lncRNA 以定义 LASSO 预后模型。利用一系列计算方法研究了基因组改变、免疫和干性特征以及治疗敏感性。
铜死亡基因在 LUAD 中表现出异常表达和广泛的基因组改变,这些改变可能受到 m6A/m5C/m1A RNA 修饰机制的调节。我们定义了一个与铜死亡相关的 lncRNA 特征,该特征可可靠地预测临床结局。高风险亚组显示出更高的体细胞突变、CNV、TMB、SNV 新抗原、非整倍体评分、CTA 评分、同源重组缺陷、肿瘤内异质性、细胞溶解活性、CD8+T 效应器和抗原加工机制,证明该亚组可能受益于免疫治疗。增加的干性指标和致癌途径的活性可能导致高风险亚组预后不良。此外,高风险患者通常对化疗药物(顺铂等)的反应更高。我们还预测了几种用于治疗该亚组的小分子化合物(GSK461364、KX2-391 等)。
因此,该与铜死亡相关的 lncRNA 特征为识别和描述 LUAD 中的不同预后、基因组改变和治疗结果提供了一种有效的方法,从而可能有助于个性化治疗。