ceRNA Network Analysis Reveals Potential Key miRNAs and Target Genes in COVID-19-Related Chronic Obstructive Pulmonary Disease.

IF 3.1 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Applied Biochemistry and Biotechnology Pub Date : 2024-07-01 Epub Date: 2023-11-10 DOI:10.1007/s12010-023-04773-7
Lihai Zhang, Xiaodong Jia, Zhipeng Zhang, Tong Yu, Zhangyan Geng, Lindong Yuan
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Abstract

The continued spread of SARS-CoV-2 has presented unprecedented obstacles to the worldwide public health system. Especially, individuals with chronic obstructive pulmonary disease (COPD) are at a heightened risk of contracting SARS-CoV-2 infection due to their pre-existing respiratory symptoms that are not well-managed. However, the viral mechanism of affecting the expression of host genes, COPD progression, and prognosis is not clear yet.This study integrated the differential expression information of COPD patients and then calculated the correlation between mRNAs and miRNAs to construct a COPD-specific ceRNA network. The DEGs of individuals with SARS-CoV-2 infection and anticipated miRNAs and their targets were analyzed in 9 SARS-CoV-2 sequences from different geographic locations. Furthermore, combining the experimentally validated miRNAs and genes, the regulatory miRNA-mRNA relationships were identified. All the regulatory relationships were integrated into the COPD-specific network and the network modules were explored to get insight into the functional mechanism of SARS-CoV-2 infection in COPD patients.A higher proportion of DEGs compete with the same miRNA suggesting a higher expression of genes in the COPD-specific ceRNA network. Hsa-miR-21-3p is the largest connected point in the network, but the proportion of genes upregulated by hsa-miR-21-3p is low (P = 0.1406). This indicates that the regulatory relationship of competitive inhibition has little effect on has-miR-21, and the high expression pattern is a poor prognostic factor in COPD. Hsa-miR-15a-5p is the most significant miRNA with the highest proportion of DEGs. And ANXA2P3 is the only gene in the COPD ceRNA network that interferes with hsa-miR-15a-5p. In addition, we found that has-miR-1184- and has-miR-99-cored modules were significant, and genes ZDHHC18, PCGF3, and KIAA0319L interacting with them were all associated with COPD prognosis, and high expression of these genes could lead to poor prognosis in COPD.The key regulators such as miR-21, miR-15a, ANXA2P3, ZDHHC18, PCGF3, and KIAA0319L can be used as prognostic biomarkers for early intervention in COPD with SARS-CoV-2 infection.

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ceRNA网络分析揭示了COVID-19相关慢性阻塞性肺疾病中潜在的关键miRNA和靶基因。
严重急性呼吸系统综合征冠状病毒2型的持续传播给全球公共卫生系统带来了前所未有的障碍。特别是,患有慢性阻塞性肺病(COPD)的人感染严重急性呼吸系统综合征冠状病毒2型的风险更高,因为他们之前存在的呼吸道症状没有得到很好的控制。然而,病毒影响宿主基因表达、COPD进展和预后的机制尚不清楚。本研究整合了COPD患者的差异表达信息,然后计算了mRNA和miRNA之间的相关性,构建了COPD特异性的ceRNA网络。在来自不同地理位置的9个严重急性呼吸系统综合征冠状病毒2型序列中分析了严重急性呼吸系冠状病毒2型感染者的DEG和预期的miRNA及其靶标。此外,结合实验验证的miRNAs和基因,确定了调节miRNA-mRNA的关系。所有的调控关系都被整合到COPD特异性网络中,并对网络模块进行了探索,以深入了解COPD患者感染严重急性呼吸系统综合征冠状病毒2型的功能机制。更高比例的DEG与相同的miRNA竞争,这表明COPD特异性ceRNA网络中的基因表达更高。Hsa-miR-21-3p是网络中最大的连接点,但Hsa-miR-21-3p上调的基因比例较低(P = 0.1406)。这表明竞争抑制的调节关系对has-miR-21的影响很小,并且高表达模式是COPD的不良预后因素。Hsa-miR-15a-5p是DEG比例最高的最重要的miRNA。ANXA2P3是COPD ceRNA网络中唯一干扰hsa-miR-15a-5p的基因。此外,我们发现has-miR-1184-和has-miR-99-核心模块是显著的,与它们相互作用的基因ZDHHC18、PCGF3和KIAA0319L都与COPD预后相关,这些基因的高表达可能导致COPD预后不良,KIAA0319L可用作COPD合并严重急性呼吸系统综合征冠状病毒2型感染的早期干预的预后生物标志物。
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来源期刊
Applied Biochemistry and Biotechnology
Applied Biochemistry and Biotechnology 工程技术-生化与分子生物学
CiteScore
5.70
自引率
6.70%
发文量
460
审稿时长
5.3 months
期刊介绍: This journal is devoted to publishing the highest quality innovative papers in the fields of biochemistry and biotechnology. The typical focus of the journal is to report applications of novel scientific and technological breakthroughs, as well as technological subjects that are still in the proof-of-concept stage. Applied Biochemistry and Biotechnology provides a forum for case studies and practical concepts of biotechnology, utilization, including controls, statistical data analysis, problem descriptions unique to a particular application, and bioprocess economic analyses. The journal publishes reviews deemed of interest to readers, as well as book reviews, meeting and symposia notices, and news items relating to biotechnology in both the industrial and academic communities. In addition, Applied Biochemistry and Biotechnology often publishes lists of patents and publications of special interest to readers.
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