Identification and Experimental Validation of Biomarkers Related to MiR-125a-5p in Chronic Obstructive Pulmonary Disease.

IF 2.7 3区 医学 Q2 RESPIRATORY SYSTEM
Xia Jing, Yueqin Li
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引用次数: 0

Abstract

Purpose: The miR-125a-5p has been reported influence the development of lung cancer, however, the link between it and chronic obstructive pulmonary disease (COPD) is still not well understood. Hence, this study was designed to investigate the molecular pathway by which miR-125a-5p related biomarkers were involved in COPD.

Patients and methods: The differentially expressed genes (DEGs) and module genes related to COPD in GSE100153 were screened out by differential analysis and weighted gene co-expression network analysis, respectively. Then, the target genes of miR-125a-5p obtained from miRWalk database were intersected with DEGs and module genes, followed by identification of biomarkers through SVM-RFE algorithms. Moreover, the gene set enrichment analysis, immune infiltration analysis, construction of regulatory network, single-cell analysis and Mendelian randomization (MR) analysis were performed. At last, the expression levels of the biomarkers were further validated in GSE100153 and GSE146560 as well as in qRT-PCR.

Results: A total of 10 genes were acquired by intersecting the 126 DEGs, the 3989 module genes, and 2329 target genes, of which PITHD1, CNTNAP2 and GUCD1 were identified as biomarkers. Enrichment analysis showed their roles in various cellular functions. In addition, significant associations were identified between 9 distinct cells and biomarkers. Subsequently, 5 TFs and 63 therapeutic agents were predicted as biomarkers. Moreover, GUCD1 and PITHD1 were significantly different between case and control in T cells and Alveolar cells. In COPD, GUCD1 and PITHD1 were significantly down-regulated in GSE100153 and GSE146560 datasets and confirmed by qRT-PCR.

Conclusion: In our study, PITHD1, CNTNAP2, and GUCD1 were recognized as biomarkers related to miR-125a-5p-related genes in COPD, providing new references for treatment of COPD.

慢性阻塞性肺疾病中MiR-125a-5p相关生物标志物的鉴定和实验验证
目的:miR-125a-5p已被报道影响肺癌的发展,然而,它与慢性阻塞性肺疾病(COPD)之间的联系仍不清楚。因此,本研究旨在探讨miR-125a-5p相关生物标志物参与COPD的分子途径。患者和方法:分别通过差异分析和加权基因共表达网络分析筛选出GSE100153中与COPD相关的差异表达基因(DEGs)和模块基因。然后,从miRWalk数据库中获得miR-125a-5p的靶基因与deg和模块基因相交,然后通过SVM-RFE算法鉴定生物标志物。并进行基因集富集分析、免疫浸润分析、调控网络构建、单细胞分析和孟德尔随机化(MR)分析。最后,通过qRT-PCR进一步验证GSE100153和GSE146560中生物标志物的表达水平。结果:通过126个deg、3989个模块基因和2329个靶基因相交,共获得10个基因,其中PITHD1、CNTNAP2和GUCD1被鉴定为生物标志物。富集分析表明它们在多种细胞功能中发挥作用。此外,9种不同的细胞和生物标志物之间存在显著关联。随后,预测了5种tf和63种治疗剂作为生物标志物。T细胞和肺泡细胞中GUCD1和PITHD1的表达差异有统计学意义。在COPD中,GSE100153和GSE146560数据集中的GUCD1和PITHD1显著下调,并通过qRT-PCR证实。结论:在我们的研究中,PITHD1、CNTNAP2和GUCD1被认为是COPD中mir -125a-5p相关基因相关的生物标志物,为COPD的治疗提供了新的参考。
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来源期刊
CiteScore
4.80
自引率
10.70%
发文量
372
审稿时长
16 weeks
期刊介绍: An international, peer-reviewed journal of therapeutics and pharmacology focusing on concise rapid reporting of clinical studies and reviews in COPD. Special focus will be given to the pathophysiological processes underlying the disease, intervention programs, patient focused education, and self management protocols. This journal is directed at specialists and healthcare professionals
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