[Bioinformatics analysis of ventilator-induced lung injury genome microarray based on gene expression omnibus database and key gene verification].

小桶 基因 微阵列分析技术 数据库 微阵列 生物 基因表达 计算生物学 基因表达谱 微阵列数据库 生物信息学 遗传学 转录组 计算机科学
作者
Sheng-Song Chen,Yi Zhang,Qingyuan Zhan
出处
期刊:PubMed 卷期号:34 (1): 41-47 被引量:1
标识
DOI:10.3760/cma.j.cn121430-20210823-01260
摘要

To investigate differential expression gene (DEG) in mice with ventilator-induced lung injury (VILI) by bioinformatics analysis, and to verify the key genes by reproducing the VILI mouse model.(1) Experiment 1 (bioinformatics analysis): the microarray dataset of GSE9368 and GSE11662 regarding VILI mice and those in the spontaneous breathing control group were downloaded from the gene expression omnibus (GEO) database. DEG obtained by R and Venn map was further used to obtain common DEG. DAVID online database was used to obtain gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. Finally, the protein-protein interaction (PPI) analysis of common DEG was carried out by using Search Tool for the Retrieval of Interacting Genes Database (STRING) and the key genes were screened out by using CytoScape software, molecular complex detection (MCODE) analysis plug-in and CytoHubba plug-in with maximum cluster centrality (MCC), maximum neighbor connectivity (MNC) and degree. (2) Experiment 2 (related protein verification): VILI mouse model was reproduced by high tidal volume (20 mL/kg) ventilator. Spontaneous breathing control group was set up. Hematoxylin-eosin (HE) staining was performed to assess lung injury and the key genes screened in experiment 1 were verified by immunohistochemical staining.(1) Experiment 1 results: a total of 114 DEG were screened from GSE9368 dataset, including 99 up-regulated genes and 15 down-regulated genes. A total of 258 DEG were screened from GSE11662 dataset, including 188 up-regulated genes and 70 down-regulated genes. Furthermore, 66 common DEG were obtained, including 61 up-regulated genes and 5 down-regulated genes. GO analysis showed that the common DEG were mainly involved in inflammatory response, immune response, leukocyte and neutrophil chemotaxis. KEGG analysis showed that the common DEG were involved cell adhesion, cytokine receptor interaction and tumor necrosis factor (TNF) signaling pathway. STRING and CytoScape analysis were used to construct gene PPI network diagram and important sub modules. And the CytoHubba plug-in with MCC, MNC and degree algorithms was used to perform topology analysis and then taken an intersection to obtain eight genes including suppressor of cytokine signaling 3 (SOCS3), interleukin-1β (IL-1β), matrix metalloproteinase-9 (MMP-9), integrin Itgam, CXC chemokine ligand 2 (CXCL2), CXC chemokine receptor 2 (CXCR2), Sell and CC chemokine receptor 1 (CCR1). (2) Experiment 2 results: a mouse model of high tidal volume VILI was reproduced. Compared with the spontaneous breathing control group, the lung tissue was injured slightly at 0 hour after the end of ventilation, and the lung tissue structure was significantly damaged at 6 hours after the end of ventilation, showing bleeding in alveolar cavity, significant increase and collapse of alveolar wall thickness, and infiltration of inflammatory cells. The top three genes from intersection and topological analysis including IL-1β, SOCS3 and MMP-9 were verified by immunohistochemical staining. The results showed that the expressions of IL-1β, SOCS3 and MMP-9 were gradually increased with time of ventilation, the differences were found at 6 hours as compared with those in the spontaneous breathing control group [IL-1β (integral A value): 8.40±2.67 vs. 5.10±0.94, SOCS3 (integral A value): 9.74±1.80 vs. 5.95±1.31, MMP-9 (integral A value): 11.45±6.20 vs. 5.36±1.28, all P < 0.05].Bioinformatics analysis based on GSE9368 and GSE11662 data sets found that VILI is mainly related to inflammatory injury, cytokines and immune cell infiltration; IL-1β, SOCS3 and MMP-9 might be biomarkers of VILI.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
wgglegg完成签到,获得积分10
刚刚
完美世界应助少年游采纳,获得10
刚刚
linkman发布了新的文献求助50
3秒前
zyw发布了新的文献求助10
3秒前
甜筒发布了新的文献求助10
3秒前
4秒前
希望天下0贩的0应助言者采纳,获得10
4秒前
Hello应助粒粒采纳,获得10
5秒前
5秒前
顾矜应助Yoopakho采纳,获得30
5秒前
科研通AI5应助wang采纳,获得10
6秒前
鸣笛应助金金采纳,获得10
6秒前
小宋发布了新的文献求助10
7秒前
7秒前
7秒前
8秒前
8秒前
Gray完成签到,获得积分10
8秒前
8秒前
9秒前
豆4799发布了新的文献求助10
9秒前
9秒前
小尾巴发布了新的文献求助10
10秒前
Jasper应助迷人的访梦采纳,获得10
11秒前
12秒前
chanvze完成签到,获得积分10
12秒前
13秒前
13秒前
珂儿完成签到,获得积分10
14秒前
默默问芙发布了新的文献求助10
14秒前
善学以致用应助a_hu采纳,获得10
14秒前
14秒前
CipherSage应助zyw采纳,获得10
15秒前
多久上课发布了新的文献求助10
16秒前
懒回顾发布了新的文献求助10
17秒前
17秒前
一一发布了新的文献求助10
17秒前
科目三应助乐观小蕊采纳,获得10
17秒前
华仔应助豆4799采纳,获得10
19秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Manipulating the Mouse Embryo: A Laboratory Manual, Fourth Edition 1000
INQUIRY-BASED PEDAGOGY TO SUPPORT STEM LEARNING AND 21ST CENTURY SKILLS: PREPARING NEW TEACHERS TO IMPLEMENT PROJECT AND PROBLEM-BASED LEARNING 500
肥厚型心肌病新致病基因突变的筛选验证和功能研究 500
Founding Fathers The Shaping of America 500
Distinct Aggregation Behaviors and Rheological Responses of Two Terminally Functionalized Polyisoprenes with Different Quadruple Hydrogen Bonding Motifs 460
Writing to the Rhythm of Labor Cultural Politics of the Chinese Revolution, 1942–1976 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 物理化学 基因 催化作用 遗传学 冶金 电极 光电子学
热门帖子
关注 科研通微信公众号,转发送积分 4565745
求助须知:如何正确求助?哪些是违规求助? 3989282
关于积分的说明 12352360
捐赠科研通 3660690
什么是DOI,文献DOI怎么找? 2017320
邀请新用户注册赠送积分活动 1051693
科研通“疑难数据库(出版商)”最低求助积分说明 939350