Table 1 RF results of top 5 most important biomarkers (mean decrease in accuracy).
Myocardial TG | Epicardial fat | Pericardial fat | Liver fat |
|---|---|---|---|
Clinical Data | |||
LV early diastole | Visceral fat | Waist | Waist |
Waist | Leptin | Visceral fat | Fasting insulin |
Weight | Insulin 1 h | Leptin | HOMA-index |
AFABP | AFABP | Fasting insulin | Visceral fat |
BMI | Fasting insulin | HOMA-index | Weight |
Inflammation-Associated Proteome | |||
FGF 21 | TNFSF 14 | HGF | CDCP1 |
LAPTGF-β1 | FGF 21 | CDCP1 | FGF 21 |
IL 18R1 | IL 18R1 | TNFSF 14 | HGF |
HGF | HGF | TRAIL | IL 18R1 |
CDCP1 | IL 6 | IL 18R1 | IL 6 |
Lipidome | |||
CE 20:3 | CE 20:3 | diSM 18:0 | TAG 50:1 |
TAG 56:4 | PC 38:3 | LPC 18:2 | diSM 18:0 |
PC 38:3 | LPC 16:1 | PC 38:3 | CE 20:3 |
LPC 18:2 | TAG 52:1 | LPC 16:0 | SM 18:0 |
CE 16:1 | CE 18:0 | CE 20:3 | TAG 52:1 |
Metabolome | |||
Glutamate | *PE (16:0/18:1) | *CER (d18:0/16:0) | Glutamate |
Glucose | *PI (18:0/20:4) | Glutamate | γ- glutamyl-leucine |
*DAG (16:0/18:2) | Glutamate | Glucose | *CER (d18:0/16:0) |
*PE (18:0/20:4) | *PE (18:0/20:4) | *PC (18:0/20:4) | *DAG (16:0/18:2) |
*PC (16:0/16:1) | *SM (d18:2/16:0, d18:1/16:1) | *SM (d18:2/16:0, d18:1/16:1) | *PE (16:0/18:1) |
