Frontiers in Cardiovascular Medicine
Uncoupling of energy metabolism and myocardial function in early left atrial dysfunction: a metabolomics study
Case-control study of 315 peopleBiomarkers
Registered ChiCTR2200057991
- Metabolomics
- Machine learning
- Amino acid metabolism
- Lipid and ceramide metabolism
- Early left atrial dysfunction
- Humans
The paper
Second Affiliated Hospital of Dalian Medical University
Frontiers in Cardiovascular Medicine, 21 Jul 2026


