Exploring potential therapeutic agents for lipopolysaccharide-induced septic cardiomyopathy based on transcriptomics using bioinformatics

被引:6
|
作者
Feng, Shaodan [1 ,2 ]
Cai, Kexin [1 ,2 ]
Lin, Siming [1 ,2 ]
Chen, Xiaojun [2 ,3 ,4 ,5 ,6 ]
Luo, Yuqing [1 ]
Wang, Jing [1 ]
Lian, Guili [2 ,3 ]
Lin, Zhihong [1 ]
Xie, Liangdi [2 ,3 ,4 ,5 ,6 ]
机构
[1] Fujian Med Univ, Affiliated Hosp 1, Dept Emergency, Fuzhou 350005, Fujian, Peoples R China
[2] Fujian Med Univ, Affiliated Hosp 1, Fujian Hypertens Res Inst, Fuzhou 350005, Fujian, Peoples R China
[3] Fujian Med Univ, Affiliated Hosp 1, Clin Res Ctr Geriatr Hypertens Dis Fujian Prov, Fuzhou 350005, Fujian, Peoples R China
[4] Fujian Med Univ, Affiliated Hosp 1, Dept Geriatr, Fuzhou 350005, Fujian, Peoples R China
[5] Fujian Med Univ, Affiliated Hosp 1, Natl Clin Res Ctr Aging & Med, Fuzhou 350005, Fujian, Peoples R China
[6] Fujian Med Univ, Affiliated Hosp 1, Natl Reg Med Ctr, Dept Geriatr, Binhai Campus, Fuzhou 350212, Fujian, Peoples R China
来源
SCIENTIFIC REPORTS | 2023年 / 13卷 / 01期
关键词
ACUTE LUNG INJURY; NECROSIS-FACTOR-ALPHA; SUPPRESSES AUTOPHAGY; CELL PROLIFERATION; GENE-EXPRESSION; RNA-SEQ; COAGULATION;
D O I
10.1038/s41598-023-47699-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Septic cardiomyopathy (SCM) is a common and severe complication of sepsis, characterized by left ventricular dilation and reduced ejection fraction leading to heart failure. The pathogenesis of SCM remains unclear. Understanding the SCM pathogenesis is essential in the search for effective therapeutic agents for SCM. This study was to investigate the pathophysiology of SCM and explore new therapeutic drugs by bioinformatics. An SCM rat model was established by injection of 10 mg/kg lipopolysaccharide (LPS) for 24 h, and the myocardial tissues were collected for RNA sequencing. The differentially expressed genes (DEGs) between LPS rats and control (Ctrl) with the thresholds of |log2(fold change)|>= 1 and P < 0.05. A protein-protein interaction (PPI) network was constructed based on the DEGs. The hub genes were identified using five algorithms of Cytoscape in the PPI networks and validated in the GSE185754 dataset and by RT-qPCR. The hub genes were analyzed by Gene ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG), as well as Gene set enrichment analyses (GSEA). In addition, the miRNAs of hub genes were predicted through miRWalk, and the candidate therapeutic drugs were identified using the Connectivity Map (CMAP) database. This study revealed the identified hub genes (Itgb1, Il1b, Rac2, Vegfa) and key miRNAs (rno-miR-541-5p, rno-miR-487b-3p, rno-miR-1224, rno-miR-378a-5p, rno-miR-6334, and rno-miR-466b-5p), which were potential biological targets and biomarkers of SCM. Anomalies in cytokine-cytokine receptor interactions, complement and coagulation cascades, chemokine signaling pathways, and MAPK signaling pathways also played vital roles in SCM pathogenesis. Two high-confidence candidate compounds (KU-0063794 and dasatinib) were identified from the CMAP database as new therapeutic drugs for SCM. In summary, these four identified hub genes and enrichment pathways may hold promise for diagnosing and treating SCM.
引用
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页数:15
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