A Non-Targeted Liquid Chromatographic-Mass Spectrometric Metabolomics Approach for Association with Coronary Artery Disease: An Identification of Biomarkers for Depiction of Underlying Biological Mechanisms.
BACKGROUND We performed non-targeted metabolomics analysis using liquid chromatography-mass spectrometry coupled technique to explore the biological mechanism of coronary artery disease (CAD) events for improved prediction. MATERIAL AND METHODS We studied the association of CAD events in 4092 individuals and observed the replication of sphingomyelin (28:1), lysophosphatidylcholine (18:2), lysophosphatidylcholine (18:1), and monoglyceride (18:2), which were independent of main CAD risk factors. RESULTS We found that these 4 metabolites were responsible for traditional risk factors and also contributed to the modifications related to reclassification and discrimination. Monoglycerides (MonoGs) were positively associated with C-reactive proteins and body mass index, while lysophosphatidylcholines (LPPCs), which had less evidence of subclinical CAD in an additional 1010 participants, yielded a reverse pattern. An association between monoGs and CAD independence of triglycerides (triGs) were also observed. On the basis of Mendelian randomization analysis, we observed a positive but weak irregular effect (odds ratio per unit increase in standard deviation in monoG=1.11, P-value=0.05) on CAD. CONCLUSIONS Our work establishes the relationship of metabolome with coronary artery disease and explains the biological mechanism of CAD events, as we identified the above-mentioned metabolites along with the evidence supporting their clinical use.
Department of Cardiology, Linyi People's Hospital of Shandong Province, Linyi, Shandong, China (mainland).
Xian-Zhao
XZ
Zhang
Department of Cardiology, Linyi People's Hospital, Linyi, Shandong, China (mainland).
Su-Xia
SX
Zheng
Department of Cardiology, Linyi People's Hospital, Linyi, Shandong, China (mainland).
Ya-Min
YM
Hou
D000368:Aged; D015415:Biomarkers / Q000097:blood*; D002097:C-Reactive Protein / Q000378:metabolism; D002853:Chromatography, Liquid / Q000379:methods; D003324:Coronary Artery Disease / Q000097:blood*; D005260:Female; D006801:Humans; D008244:Lysophosphatidylcholines / Q000097:blood; D008297:Male; D013058:Mass Spectrometry / Q000379:methods; D055432:Metabolomics / Q000379:methods; D008875:Middle Aged; D012307:Risk Factors; D013109:Sphingomyelins / Q000097:blood; D014280:Triglycerides / Q000097:blood
D015415:Biomarkers; D008244:Lysophosphatidylcholines; D013109:Sphingomyelins; D014280:Triglycerides; D002097:C-Reactive Protein