Characteristic | Total | Tertile 1 | Tertile 2 | Tertile 3 | P value |
---|---|---|---|---|---|
 | n = 823 | n = 276 | n = 273 | n = 274 |  |
 |  | TyG ≤ 8.47 | 8.47 < TyG ≤ 8.98 | TyG > 8.98 |  |
age, years | 73.0 ± 12.7 | 75.2 ± 12.3 | 72.7 ± 12.5 | 71.1 ± 13.0 | 0.001* |
Sex, female, n (%) | 427 (51.9) | 129 (46.7) | 139 (50.9) | 159 (58.0) | 0.028* |
NYHA class, n (%) | Â | Â | Â | Â | Â |
 I | 81 (9.84) | 24 (8.70) | 26 (9.52) | 31 (11.3) | 0.387 |
 II | 398 (48.4) | 136 (49.3) | 127 (46.5) | 135 (49.3) |  |
 III | 237 (28.8) | 77 (27.9) | 91 (33.3) | 69 (25.2) |  |
 IV | 107 (13.0) | 39 (14.1) | 29 (10.6) | 39 (14.2) |  |
BMI, kg/m2 | 25.5 ± 4.7 | 24.6 ± 4.6 | 25.4 ± 4.9 | 26.5 ± 4.5 | < 0.001* |
smoking, n (%) | 188 (22.9) | 58 (21.1) | 60 (22.0) | 70 (25.6) | 0.406 |
Laboratory test | Â | Â | Â | Â | Â |
 FPG, mmol/L | 6.20 [5.20, 7.90] | 5.20 [4.60, 5.90] | 6.10 [5.40, 7.20] | 8.30 [6.60, 11.2] | < 0.001* |
 HbA1c, % | 6.30 [5.80, 7.10] | 6.00 [5.70, 6.40] | 6.30 [5.80, 6.90] | 7.00 [6.20, 8.20] | < 0.001* |
 NT-proBNP, pg/ml | 1811 [840, 3704] | 1888 [934, 3898] | 1733 [828, 3637] | 1794 [766, 3558] | 0.493 |
 LDL-C, mmol/L | 2.22 ± 0.83 | 1.97 ± 0.72 | 2.25 ± 0.81 | 2.43 ± 0.89 | < 0.001* |
 TC, mmol/L | 3.75 ± 1.04 | 3.43 ± 0.85 | 3.72 ± 0.99 | 4.10 ± 1.16 | < 0.001* |
 HDL-C, mmol/L | 0.97 ± 0.29 | 1.06 ± 0.31 | 0.97 ± 0.27 | 0.88 ± 0.26 | < 0.001* |
 TG, mmol/L | 1.13 [0.84, 1.56] | 0.77 [0.65, 0.92] | 1.19 [1.01, 1.36] | 1.81 [1.38, 2.29] | < 0.001* |
 Cr, µmol/L | 98.0 [79.0, 134.0] | 93.5 [76.0, 125.0] | 97.0 [77.0, 126.0] | 105.0 [83.0, 150.0] | 0.002* |
 HGB, g/L | 118 ± 23 | 116 ± 22 | 121 ± 24 | 118 ± 23 | 0.042* |
 cTnT, ng/mL | 0.03 [0.02, 0.06] | 0.03 [0.01, 0.05] | 0.03 [0.02, 0.05] | 0.04 [0.02, 0.09] | 0.008* |
 TSH, mIU/L | 1.87 [1.13, 3.16] | 1.81 [1.12, 3.32] | 1.82 [1.18, 3.13] | 1.91 [1.04, 3.11] | 0.673 |
 FT3, pg/mL | 2.62 ± 0.81 | 2.66 ± 1.07 | 2.65 ± 0.64 | 2.54 ± 0.64 | 0.175 |
 FT4, ng/dL | 1.25 [1.11, 1.43] | 1.24 [1.11, 1.39] | 1.30 [1.13, 1.47] | 1.22 [1.07, 1.37] | 0.004* |
Vital signs | Â | Â | Â | Â | Â |
 Heart rate, beats/min | 86 [76, 102] | 84 [73, 98] | 88 [76, 102] | 89.5 [80, 110] | 0.051 |
 SBP, mmHg | 138 ± 22 | 134 ± 22 | 139 ± 20 | 141 ± 23 | < 0.001* |
 DBP, mmHg | 73 ± 13 | 72 ± 13 | 74 ± 13 | 74 ± 13 | 0.057 |
Comorbidity | Â | Â | Â | Â | Â |
 Diabetes, n (%) | 346 (42.0) | 67 (24.3) | 102 (37.4) | 177 (64.6) | < 0.001* |
 Hypertension, n (%) | 640 (77.8) | 204 (73.9) | 217 (79.5) | 219 (79.9) | 0.167 |
 Coronary heart disease, n (%) | 414 (50.3) | 128 (46.4) | 134 (49.1) | 152 (55.5) | 0.091 |
 Atrial fibrillation, n (%) | 381 (46.3) | 152 (55.1) | 128 (46.9) | 101 (36.9) | < 0.001* |
 Hyperlipidemia, n (%) | 266 (32.3) | 67 (24.3) | 91 (33.3) | 108 (39.4) | 0.001* |
 Hyperthyroid, n (%) | 49 (6.19) | 18 (6.79) | 15 (5.77) | 16 (5.99) | 0.877 |
 Renal dysfunction, n (%) | 116 (14.1) | 30 (10.9) | 42 (15.4) | 44 (16.1) | 0.164 |
Medication use | Â | Â | Â | Â | Â |
 Insulin, n (%) | 169 (20.5) | 31 (11.2) | 44 (16.1) | 94 (34.3) | < 0.001* |
 SGLT2i, n (%) | 116 (14.1) | 21 (7.61) | 42 (15.4) | 53 (19.3) | < 0.001* |
 Metformin, n (%) | 77 (9.36) | 13 (4.71) | 23 (8.42) | 41 (15.0) | < 0.001* |
 ACEI/ARB/ARNI, n (%) | 358 (43.5) | 98 (35.5) | 133 (48.7) | 127 (46.4) | 0.004* |
 Beta blocker, n (%) | 435 (52.9) | 141 (51.1) | 148 (54.2) | 146 (53.3) | 0.753 |
 MRA, n (%) | 119 (14.5) | 47 (17.0) | 37 (13.6) | 35 (12.8) | 0.319 |
 Loop diuretics, n (%) | 485 (58.9) | 170 (61.6) | 161 (59.0) | 154 (56.2) | 0.438 |
Echocardiography | Â | Â | Â | Â | Â |
 LVEF, % | 64.6 ± 7.7 | 64.9 ± 7.4 | 64.8 ± 8.0 | 64.0 ± 7.7 | 0.331 |
 Septal E/e’ ratio | 10.0 [8.0, 14.0] | 11.0 [8.0, 14.0] | 10.0 [8.0, 15.0] | 10.0 [8.0, 14.0] | 0.104 |
 Septal e’, cm/s | 8.85 ± 2.98 | 9.37 ± 3.30 | 8.91 ± 2.90 | 8.26 ± 2.61 | < 0.001* |
 LV mass index, g/m2 | 100.0 ± 36.7 | 98.6 ± 36.9 | 102.0 ± 37.8 | 101.0 ± 35.4 | 0.534 |
 LV wall thickness, mm | 8.92 ± 1.60 | 8.90 ± 1.45 | 8.98 ± 1.67 | 8.89 ± 1.67 | 0.782 |
 LVEDD, mm | 48.9 ± 6.5 | 48.9 ± 7.1 | 48.9 ± 6.2 | 48.9 ± 6.3 | 0.999 |
 TR velocity, m/s | 2.78 ± 0.54 | 2.86 ± 0.55 | 2.82 ± 0.53 | 2.62 ± 0.52 | < 0.001* |
 RWT | 0.37 ± 0.08 | 0.37 ± 0.08 | 0.37 ± 0.08 | 0.37 ± 0.08 | 0.913 |
 PASP, mmHg | 38.0 ± 13.9 | 40.3 ± 15.1 | 38.6 ± 13.2 | 34.0 ± 12.0 | < 0.001* |
 LA diameter, mm | 41.3 ± 7.16 | 43.8 ± 8.59 | 40.7 ± 6.46 | 39.4 ± 5.45 | < 0.001* |
 LA pressure, mmHg | 15.0 ± 5.99 | 15.2 ± 5.52 | 15.0 ± 6.73 | 14.8 ± 5.66 | 0.855 |
 RV diameter, mm | 21.2 ± 4.17 | 22.6 ± 5.25 | 20.9 ± 3.58 | 20.3 ± 3.11 | < 0.001* |