Zhou Hui, Huang Liujia, Liang Lucong, Chen Liechun, Zou Chun, Li Zhenhua, Li Rongjie, Jian Chongdong, Zou Donghua
Department of Neurology, The People's Hospital of Guiping, Guiping, Guangxi, 537200, People's Republic of China.
Department of Rehabilitation Medicine, The People's Hospital of Guiping, Guiping, Guangxi, 537200, People's Republic of China.
Int J Gen Med. 2021 Jul 7;14:3213-3223. doi: 10.2147/IJGM.S319503. eCollection 2021.
Type 2 diabetes mellitus (T2DM) increases the risk of ischemic stroke and poor prognosis. This study aimed to identify molecular mechanisms that are dysregulated in T2DM-associated ischemic stroke and candidate genes that might serve as biomarkers.
The top 25% variance genes in the GSE21321 and GSE22255 datasets were analyzed for coexpression. The differentially expressed mRNAs (DEmRs) between patients with T2DM or ischemic stroke and controls were analyzed. Then, the union of overlapping coexpressed genes and overlapping DEmRs was analyzed. The miRNAs differentially expressed in T2DM-associated ischemic stroke were also analyzed. CIBERSORT was used to evaluate the levels of infiltration by immune cells in T2DM-associated stroke.
Thirteen coexpression modules were identified in T2DM and 10 in ischemic stroke, and 594 module genes were shared between the two conditions. A total of 4452 mRNAs differentially expressed between T2DM patients and controls were identified, as were 2390 mRNAs differentially expressed between ischemic stroke and controls. The 771 union genes were enriched mainly in immune-related biological functions and signaling pathways. UBE2N, TGFB3, EXOSC1, and VIM were identified as candidate markers. In addition, we identified miR-576-3p as having the most regulatory roles in both T2DM and ischemic stroke. Mast cell activation was significantly down-regulated in T2DM but up-regulated in ischemic stroke.
These findings provide numerous testable hypotheses about the pathways underlying T2DM-associated ischemic stroke, which may help identify therapeutic targets.
2型糖尿病(T2DM)会增加缺血性中风的风险及不良预后。本研究旨在确定T2DM相关缺血性中风中失调的分子机制以及可能作为生物标志物的候选基因。
对GSE21321和GSE22255数据集中前25%方差的基因进行共表达分析。分析T2DM或缺血性中风患者与对照组之间差异表达的mRNA(DEmR)。然后,对重叠的共表达基因和重叠的DEmR的并集进行分析。还分析了T2DM相关缺血性中风中差异表达的miRNA。使用CIBERSORT评估T2DM相关中风中免疫细胞的浸润水平。
在T2DM中鉴定出13个共表达模块,在缺血性中风中鉴定出10个,两种情况共有594个模块基因。共鉴定出4452个在T2DM患者与对照组之间差异表达的mRNA,以及2390个在缺血性中风与对照组之间差异表达的mRNA。771个并集基因主要富集于免疫相关生物学功能和信号通路。UBE2N、TGFB3、EXOSC1和VIM被鉴定为候选标志物。此外,我们鉴定出miR-576-3p在T2DM和缺血性中风中具有最显著的调控作用。肥大细胞活化在T2DM中显著下调,但在缺血性中风中上调。
这些发现为T2DM相关缺血性中风的潜在通路提供了许多可检验的假设,这可能有助于确定治疗靶点。