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小核RNA测序分析揭示了与急性呼吸窘迫综合征期间肺泡上皮细胞损伤相关的十个关键基因。

SnRNA-Seq analysis reveals ten hub genes associated with alveolar epithelial cell injury during pulmonary acute respiratory distress syndrome.

作者信息

Chen Haoran, Ding Jinqiu, Xue Haoyue, Tang Xinyi, Yan Yao, Xie Yongpeng

机构信息

Kangda College of Nanjing Medical University, Zip Code 222000, Lianyungang City, Jiangsu Province, China.

The Institute of Emergency Medicine of Lianyungang, 222000, Lianyungang City, Jiangsu Province, China.

出版信息

Heliyon. 2023 Jun 12;9(6):e17160. doi: 10.1016/j.heliyon.2023.e17160. eCollection 2023 Jun.

Abstract

BACKGROUND

Alveolar epithelial cell injury is a key factor in the occurrence and development of pulmonary acute respiratory distress syndrome (ARDSp). Yet the gene expression profile of alveolar epithelial cells of patients with ARDSp remains unclear.

METHODS

We analyzed single nuclear RNA sequencing (snRNA-Seq) data from autopsy lung tissues of both ARDSp patients and healthy donors. Sequence data for type 2 alveolar epithelizal cells (AT2) were extracted by the Seurat package. Differentially expressed genes (DEGs) in AT2 were identified by the criteria |log2FC| ≥ 0.25 and  < 0.05 with DESeq2. A protein interaction network was constructed using Search Tool for the Retrieval of Interacting Genes (STRING) and Cytoscape software to identify hub genes. We then constructed an ARDSp rat model through induction by lipopolysaccharide (LPS) airway instillation. Left lung RNA was extracted and sequenced via Illumina Hiseq platforms. Analysis of the rat RNA sequencing data was then used to verify hub genes. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were performed on the identified hub genes.

RESULTS

In AT2, a total of 289 genes were identified as differentially expressed between those from ARDSp patients and healthy donors, and these included 190 upregulated and 99 downregulated genes. Ten hub genes were further identified (, and ). There was a similar expression trend of between rat RNA and snRNA sequencing data.

DISCUSSION

ARDSp altered the gene expression profile of AT2. The identified hub genes were enriched in biological processes mainly involved in cell growth and transformation. Relatedly, ferroptosis and autophagy are possibly involved in AT2 injury during ARDSp. These novel insights into ARDSp may aid the discovery of potential targets for the diagnosis and treatment of ARDSp.

摘要

背景

肺泡上皮细胞损伤是肺部急性呼吸窘迫综合征(ARDSp)发生发展的关键因素。然而,ARDSp患者肺泡上皮细胞的基因表达谱仍不清楚。

方法

我们分析了ARDSp患者和健康供体尸检肺组织的单核RNA测序(snRNA-Seq)数据。通过Seurat软件包提取2型肺泡上皮细胞(AT2)的序列数据。使用DESeq2软件,以|log2FC|≥0.25且P<0.05为标准,鉴定AT2中的差异表达基因(DEG)。利用检索相互作用基因的搜索工具(STRING)和Cytoscape软件构建蛋白质相互作用网络,以识别枢纽基因。然后,通过脂多糖(LPS)气道滴注诱导建立ARDSp大鼠模型。提取左肺RNA并通过Illumina Hiseq平台进行测序。随后,对大鼠RNA测序数据进行分析以验证枢纽基因。对鉴定出的枢纽基因进行基因本体论(GO)和京都基因与基因组百科全书(KEGG)分析。

结果

在AT2中,共鉴定出289个在ARDSp患者和健康供体之间差异表达的基因,其中包括190个上调基因和99个下调基因。进一步鉴定出10个枢纽基因(……)。大鼠RNA与snRNA测序数据之间存在相似的表达趋势。

讨论

ARDSp改变了AT2的基因表达谱。鉴定出的枢纽基因主要富集于参与细胞生长和转化的生物学过程。相关地,铁死亡和自噬可能参与ARDSp期间的AT2损伤。这些对ARDSp的新见解可能有助于发现ARDSp诊断和治疗的潜在靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5e7d/10300320/caf5c1221c46/gr1.jpg

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