Identification and validation of aging-related genes in COPD based on bioinformatics analysis

Shan Zhong, Li Yang, Naijia Liu, Guangkeng Zhou, Zhangli Hu, Chengshui Chen, Yun Wang
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引用次数: 5

Abstract

Chronic obstructive pulmonary disease (COPD) is a serious chronic respiratory disorder. One of the major risk factors for COPD progression is aging. Therefore, we investigated aging-related genes in COPD using bioinformatic analyses. Firstly, the Aging Atlas database containing 500 aging-related genes and the Gene Expression Omnibus database (GSE38974) were utilized to screen candidates. A total of 24 candidate genes were identified related to both COPD and aging. Using gene ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses, we found that this list of 24 genes was enriched in genes associated with cytokine activity, cell apoptosis, NF-κB and IL-17 signaling. Four of these genes (CDKN1A, HIF1A, MXD1 and SOD2) were determined to be significantly upregulated in clinical COPD samples and in cigarette smoke extract-exposed Beas-2B cells in vitro, and their expression was negatively correlated with predicted forced expiratory volume and forced vital capacity. In addition, the combination of expression levels of these four genes had a good discriminative ability for COPD patients (AUC = 0.794, 95% CI 0.743–0.845). All four were identified as target genes of hsa-miR-519d-3p, which was significantly down-regulated in COPD patients. The results from this study proposed that regulatory network of hsa-miR-519d-3p/CDKN1A, HIF1A, MXD1, and SOD2 closely associated with the progression of COPD, which provides a theoretical basis to link aging effectors with COPD progression, and may suggest new diagnostic and therapeutic targets of this disease.
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基于生物信息学分析的COPD衰老相关基因的鉴定和验证
慢性阻塞性肺病(COPD)是一种严重的慢性呼吸系统疾病。慢性阻塞性肺病进展的主要危险因素之一是衰老。因此,我们使用生物信息学分析来研究COPD的衰老相关基因。首先,利用包含500个衰老相关基因的Aging Atlas数据库和Gene Expression Omnibus数据库(GSE38974)筛选候选基因。共有24个候选基因被确定与COPD和衰老相关。利用基因本体和《京都基因与基因组百科全书》的富集分析,我们发现这24个基因中富集了与细胞因子活性、细胞凋亡、NF-κB和IL-17信号通路相关的基因。其中4个基因(CDKN1A、HIF1A、MXD1和SOD2)在临床COPD样本和暴露于香烟烟雾提取物的Beas-2B细胞中显著上调,其表达与预测的用力呼气量和用力肺活量呈负相关。此外,这四个基因的联合表达水平对COPD患者具有较好的鉴别能力(AUC = 0.794, 95% CI 0.743-0.845)。这四种基因均为hsa-miR-519d-3p的靶基因,在COPD患者中显著下调。本研究结果提示hsa-miR-519d-3p/CDKN1A、HIF1A、MXD1、SOD2调控网络与COPD的进展密切相关,为衰老效应物与COPD进展的关联提供了理论依据,并可能提示该病新的诊断和治疗靶点。
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