Establishment of potential lncRNA-related hub genes involved competitive endogenous RNA in lung adenocarcinoma.

IF 3.4 2区 医学 Q2 ONCOLOGY
Yong Li, Danfei Shi, Yan Jiang, Yanqin Hu, Qiuxia Liu, Yanping Xie, Xilin Zhang
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引用次数: 0

Abstract

Long non-coding RNAs (lncRNAs) have a notable role in the diagnosis and prognosis of cancer. However, the associations between lncRNA-related hub genes (LRHGs) expression and the corresponding outcomes have not been fully understood in lung adenocarcinoma (LUAD). Here, a total of 71 patients diagnosed with LUAD and 60 healthy volunteers at The First Affiliated Hospital of Huzhou University from April, 2023 to December, 2023 were enrolled in the present study. A LRHGs model was established using least absolute shrinkage and selection operator analyses of The Cancer Genome Atlas-LUAD datasets. The underlying mechanisms of the LRHGs were investigated via Gene Set Enrichment Analysis and Gene Set Variation Analysis. Additionally, the diagnostic role of serum HOXD cluster antisense RNA 2 (HOXD-AS2) was assessed by receiver operating characteristic (ROC) curve analysis. Lastly, TCGA-LUAD samples were divided into high- and low-HOXD-AS2 expression groups based on the median expression. The associations between HOXD-AS2 expression and miR-4538 as well as Calmodulin-Dependent Protein Kinase Type II subunit Beta (CAMK2B) levels were conducted through Pearson correlation analysis. A comprehensive analysis identified 141 differentially expressed lncRNAs between 539 LUAD tissues and 59 normal samples. A prognostic marker for overall survival was established by constructing a predictive signature consisting of 9 LRHGs. Subsequently, 474 LUAD samples were categorized into a high or low-risk group based on the median of the risk score. An independent prognostic model was constructed to confirm the validity of this categorization. Further comparisons of the clinicopathological features and LRHG-related pathways were performed between the two groups. Examinations of LRHG expression in two LUAD clusters and of the association between LRHG expression and immune infiltration were also conducted. HOXD-AS2 expression was shown to be elevated in LUAD tissues compared with matched normal tissues, and the serum HOXD-AS2 level was also notably increased in LUAD samples compared with healthy controls. The results of the ROC analysis indicated that the sensitivity and specificity of HOXD-AS2 were higher than that of cytokeratin-19 fragment (CYFRA21-1), which is a serum marker for LUAD. Pearson analyses indicated that miR-4538 level was negatively associated with HOXD-AS2 expression, but CAMK2B level showed positive correlation in LUAD. The results of the present study therefore indicated that the constructed LRHG model, particularly HOXD-AS2, could independently diagnose and predict the prognosis of LUAD, which suggested the underlying mechanism of the HOXD-AS2/miR-4538/CAMK2B, and might offer efficient strategies for LUAD treatment.

建立肺腺癌中参与竞争性内源性 RNA 的潜在 lncRNA 相关枢纽基因。
长非编码 RNA(lncRNA)在癌症的诊断和预后中发挥着重要作用。然而,在肺腺癌(LUAD)中,lncRNA相关中枢基因(LRHGs)的表达与相应预后之间的关系尚未完全明了。本研究招募了2023年4月至2023年12月在湖州大学第一附属医院确诊的71名LUAD患者和60名健康志愿者。通过对癌症基因组图谱-LUAD数据集进行最小绝对收缩和选择算子分析,建立了LRHGs模型。通过基因组富集分析(Gene Set Enrichment Analysis)和基因组变异分析(Gene Set Variation Analysis)研究了LRHGs的内在机制。此外,还通过接收者操作特征曲线(ROC)分析评估了血清HOXD集群反义RNA 2(HOXD-AS2)的诊断作用。最后,根据中位表达量将TCGA-LUAD样本分为高HOXD-AS2表达组和低HOXD-AS2表达组。通过皮尔逊相关分析,研究了HOXD-AS2表达与miR-4538以及钙调蛋白依赖性蛋白激酶II型亚基β(CAMK2B)水平之间的关系。综合分析确定了539个LUAD组织和59个正常样本中141个不同表达的lncRNA。通过构建由9个LRHGs组成的预测特征,建立了总生存率的预后标志物。随后,根据风险评分的中位数将 474 份 LUAD 样本分为高风险组和低风险组。为了证实这种分类的有效性,我们构建了一个独立的预后模型。此外,还对两组样本的临床病理特征和 LRHG 相关通路进行了比较。此外,还研究了LRHG在两个LUAD集群中的表达情况,以及LRHG表达与免疫浸润之间的关联。结果显示,与匹配的正常组织相比,LUAD组织中的HOXD-AS2表达升高,与健康对照组相比,LUAD样本中的血清HOXD-AS2水平也明显升高。ROC分析结果表明,HOXD-AS2的灵敏度和特异性均高于细胞角蛋白-19片段(CYFRA21-1),后者是LUAD的血清标志物。皮尔逊分析表明,miR-4538水平与HOXD-AS2表达呈负相关,但CAMK2B水平与LUAD呈正相关。因此,本研究结果表明,所构建的LRHG模型,尤其是HOXD-AS2,可以独立诊断和预测LUAD的预后,这提示了HOXD-AS2/miR-4538/CAMK2B的内在机制,并可能为LUAD的治疗提供有效的策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
BMC Cancer
BMC Cancer 医学-肿瘤学
CiteScore
6.00
自引率
2.60%
发文量
1204
审稿时长
6.8 months
期刊介绍: BMC Cancer is an open access, peer-reviewed journal that considers articles on all aspects of cancer research, including the pathophysiology, prevention, diagnosis and treatment of cancers. The journal welcomes submissions concerning molecular and cellular biology, genetics, epidemiology, and clinical trials.
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