Zou Qiong, Gao Yan-Bin, Jin Hui, Lu Zhi-Yang, Shi Peng-Wei, Yang Lei
Department of Burns, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China. E-mail:
Nan Fang Yi Ke Da Xue Xue Bao. 2017 Jun 20;37(6):767-773. doi: 10.3969/j.issn.1673-4254.2017.06.09.
To screen the genes related with leukocyte responses in mice early after burn injury by bioinformatic analysis of the gene expression profiling data.
The gene expression profiles were obtained from GEO (GSE7404, Mouse musculus, 25% TBSA, full-thickness) database. T test, fold changes and GO functional enrichment analysis were used to identify the differentially expressed genes (DEGs) related to leukocyte responses to burns; the interacting genes were transferred to STRING to construct the protein-protein interaction (PPI) network. Biological annotation of the sub-networks was executed using the software Cytoscape. Real-time PCR and Western blotting were used to verify the DEGs in mice.
In mice at 1 day post-burn, a total of 658 genes were up-regulated and 1167 were down-regulated. PPI network and module analysis suggested that some of the genes (Stat1, Cdk1, Cd19, Lck and Jun) may play critical roles in the PPI network post-burn. Real-time PCR and Western blotting results in mice were consistent with those of bioinformatic analysis of Stat1, Cdk1 and Jun.
Stat1, Cdk1 and Jun might be critical players in the development of leukocyte response in mice early after burn injury. Our finding provides new insights into the pathogenesis of leukocyte response to burn injury and identifies several biomarkers as potential targets for burn treatment.
通过对基因表达谱数据进行生物信息学分析,筛选烧伤后早期小鼠白细胞反应相关基因。
从基因表达综合数据库(GEO,GSE7404,小家鼠,25% 体表面积,全层烧伤)获取基因表达谱。采用t检验、倍数变化及基因本体(GO)功能富集分析来鉴定与烧伤后白细胞反应相关的差异表达基因(DEG);将相互作用基因导入STRING构建蛋白质 - 蛋白质相互作用(PPI)网络。使用Cytoscape软件对子网进行生物学注释。采用实时定量PCR和蛋白质免疫印迹法验证小鼠中的DEG。
在烧伤后1天的小鼠中,共有658个基因上调,1167个基因下调。PPI网络和模块分析表明,部分基因(Stat1、Cdk1、Cd19、Lck和Jun)可能在烧伤后的PPI网络中起关键作用。小鼠的实时定量PCR和蛋白质免疫印迹结果与Stat1、Cdk1和Jun的生物信息学分析结果一致。
Stat1、Cdk1和Jun可能是烧伤后早期小鼠白细胞反应发生过程中的关键参与者。我们的发现为烧伤后白细胞反应的发病机制提供了新见解,并鉴定出几种生物标志物作为烧伤治疗的潜在靶点。