General Medicine Department, The Second Affiliated Hospital of Kunming Medical University, China.
General Medicine Department, The Second Affiliated Hospital of Kunming Medical University, China.
Gene. 2024 Nov 15;927:148736. doi: 10.1016/j.gene.2024.148736. Epub 2024 Jun 29.
Chronic Obstructive Pulmonary Disease (COPD) is characterized by high morbidity, disability, and mortality rates worldwide. RNA-binding proteins (RBPs) might regulate genes involved in oxidative stress and inflammation in COPD patients. Single-cell transcriptome sequencing (scRNA-seq) offers an accurate tool for identifying intercellular heterogeneity and the diversity of immune cells. However, the role of RBPs in the regulation of various cells, especially AT2 cells, remains elusive.
A scRNA-seq dataset (GSE173896) and a bulk RNA-seq dataset acquired from airway tissues (GSE124180) were employed for data mining. Next, RNA-seq analysis was performed in both COPD and control patients. Differentially expressed genes (DEGs) were identified using criteria of fold change (FC ≥ 1.5 or ≤ 1.5) and P value ≤ 0.05. Lastly, Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and alternative splicing identification analyses were carried out.
RBP genes exhibited specific expression patterns across different cell groups and participated in cell proliferation and mitochondrial dysfunction in AT2 cells. As an RBP, AZGP1 expression was upregulated in both the scRNA-seq and RNA-seq datasets. It might potentially be a candidate immune biomarker that regulates COPD progression by modulating AT2 cell proliferation and adhesion by regulating the expression of SAMD5, DNER, DPYSL3, GBP5, GBP3, and KCNJ2. Moreover, AZGP1 regulated alternative splicing events in COPD, particularly DDAH1 and SFRP1, holding significant implications in COPD.
RBP gene AZGP1 inhibits epithelial cell proliferation by regulating genes participating in alternative splicing in COPD.
慢性阻塞性肺疾病(COPD)的特点是全球发病率、残疾率和死亡率高。RNA 结合蛋白(RBPs)可能调节 COPD 患者氧化应激和炎症相关基因。单细胞转录组测序(scRNA-seq)为识别细胞间异质性和免疫细胞多样性提供了准确的工具。然而,RBPs 在调节各种细胞(尤其是 AT2 细胞)中的作用仍不清楚。
使用 scRNA-seq 数据集(GSE173896)和气道组织的批量 RNA-seq 数据集(GSE124180)进行数据挖掘。接下来,对 COPD 和对照患者进行 RNA-seq 分析。使用倍数变化(FC≥1.5 或≤1.5)和 P 值≤0.05 的标准鉴定差异表达基因(DEGs)。最后,进行基因本体论(GO)、京都基因与基因组百科全书(KEGG)和可变剪接鉴定分析。
RBP 基因在不同细胞群中表现出特定的表达模式,并参与 AT2 细胞的增殖和线粒体功能障碍。作为一种 RBP,AZGP1 在 scRNA-seq 和 RNA-seq 数据集中均上调。它可能是一种候选免疫生物标志物,通过调节 SAMD5、DNER、DPYSL3、GBP5、GBP3 和 KCNJ2 的表达来调节 AT2 细胞增殖和黏附,从而调节 COPD 的进展。此外,AZGP1 调节 COPD 中的可变剪接事件,特别是 DDAH1 和 SFRP1,对 COPD 具有重要意义。
RBP 基因 AZGP1 通过调节参与 COPD 中可变剪接的基因抑制上皮细胞增殖。