Uncovering potential diagnostic biomarkers of acute myocardial infarction based on machine learning and analyzing its relationship with immune cells

被引:0
作者
Ling Kang
Qiang Zhao
Ke Jiang
Xiaoyan Yu
Hui Chao
Lijuan Yin
Yueqing Wang
机构
[1] The Second Affiliated Hospital of Shandong First Medical University,Department of Cardiology
[2] The Second Affiliated Hospital of Shandong First Medical University,Coronary Care Unit
来源
BMC Cardiovascular Disorders | / 23卷
关键词
Acute myocardial infarction; Biomarker; Machine learning; Functional enrichment; Differentially expressed mRNAs; miRNA-mRNA network;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 254 条
[1]  
Wu X(2021)Angiogenesis after acute myocardial infarction Cardiovasc Res 117 1257-1273
[2]  
Reboll MR(2020)Acute myocardial infarction in young individuals Mayo Clin Proc 95 136-156
[3]  
Korf-Klingebiel M(2021)Pyroptosis inhibition improves the symptom of acute myocardial infarction Cell Death Disease 12 852-1644
[4]  
Wollert KC(2021)Molecular genetic study on GATA5 gene promoter in acute myocardial infarction PLoS ONE 16 1628-203
[5]  
Gulati R(2020)Secretome analysis of cardiomyocytes identifies PCSK6 (proprotein convertase subtilisin/Kexin type 6) as a novel player in cardiac remodeling after myocardial infarction Circulation 141 195-6287
[6]  
Behfar A(2021)Modulation of miR-382-5p reduces apoptosis of myocardial cells after acute myocardial infarction Autoimmunity 54 6279-1812
[7]  
Narula J(2020)MicroRNA-147 inhibits myocardial inflammation and apoptosis following myocardial infarction via targeting HIPK2 Eur Rev Med Pharmacol Sci 24 1798-441
[8]  
Kanwar A(2019)C-X-C motif chemokine receptor 4 blockade promotes tissue repair after myocardial infarction by enhancing regulatory T cell mobilization and immune-regulatory function Circulation 139 5-31
[9]  
Lerman A(2021)Are activated B cells involved in the process of myocardial fibrosis after acute myocardial infarction? An in vivo experiment 21 430-210
[10]  
Cooper L(2021)Performance and efficiency of machine learning algorithms for analyzing rectangular biomedical data Lab Invest 101 5569039-30