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. 2025 Nov 6;12:1627789. doi: 10.3389/fcvm.2025.1627789

Table 1.

Baseline characteristics of patients with chronic heart failure in the training and validation cohort.

Variables Training cohort
(n = 380)
Validation cohort
(n = 162)
p-value
Demographics
 Male, n (%) 213 (56.1) 100 (61.7) 0.259
 Age, y 71.00 [63.00, 78.00] 70.00 [62.00, 78.00] 0.512
 Smoking, n (%) 95 (25.0) 44 (27.2) 0.675
 Drinking, n (%) 71 (18.7) 33 (20.4) 0.736
Comorbidities
 Diabetes, n (%) 94 (24.7) 40 (24.7) 1.000
 Valve heart disease, n (%) 44 (11.6) 17 (10.5) 0.828
 Atrial fibrillation, n (%) 112 (29.5) 43 (26.5) 0.557
 Myocardial infarction, n (%) 40 (10.5) 16 (9.9) 0.942
 Coronary artery disease, n (%) 218 (57.4) 107 (66.0) 0.073
 Cerebrovascular disease, n (%) 51 (13.4) 19 (11.7) 0.691
 COPD, n (%) 74 (19.5) 37 (22.8) 0.440
Clinical characteristics
 BMI, kg/m2 24.61 [21.82, 26.90] 23.96 [21.48, 26.88] 0.657
 SBP, mmHg 135.00 [119.00, 150.00] 129.00 [118.25, 144.00] 0.027
 DBP, mmHg 76.00 [68.00, 85.00] 74.00 [66.00, 84.00] 0.137
 Admission heart rate, bpm 80.00 [71.00, 93.00] 76.00 [68.00, 87.00] 0.048
Laboratory test
 FBG, mmol/L 5.01 [4.46, 5.95] 5.00 [4.57, 5.90] 0.664
 TC, mmol/L 3.55 [2.89, 4.28] 3.54 [2.99, 4.15] 0.873
 TG, mmol/L 1.17 [0.90, 1.65] 1.12 [0.85, 1.45] 0.123
 HDL, mmol/L 1.07 [0.89, 1.26] 1.08 [0.91, 1.27] 0.717
 LDL, mmol/L 1.83 [1.37, 2.40] 1.78 [1.45, 2.41] 0.778
 TBIL, μmol/L 11.40 [8.07, 15.70] 11.45 [8.62, 16.60] 0.329
 CK-MB, U/L 12.90 [10.00, 16.92] 12.75 [10.00, 16.85] 0.907
 ALT, U/L 17.00 [12.00, 29.00] 19.00 [13.25, 27.00] 0.422
 AST, U/L 24.00 [19.00, 32.00] 24.00 [19.00, 32.00] 0.884
 Serum sodium, mmol/L 140.82 [138.80, 142.20] 140.55 [138.65, 142.28] 0.969
 e-GFR, mL/min/1.73 m2 73.00 [47.75, 93.00] 81.00 [59.25, 98.75] 0.003
 BNP, n (%) 314 (82.6) 131 (80.9) 0.712
 cTn, n (%) 205 (53.9) 76 (46.9) 0.160
 NEU, % 65.50 [57.58, 72.43] 65.10 [57.90, 74.38] 0.464
 MON, % 8.25 [6.70, 10.00] 8.20 [6.90, 10.30] 0.508
 Hemoglobin, g/L 334.00 [328.00, 341.00] 334.00 [327.00, 341.75] 0.967
 PLT, 109/L 180.50 [142.75, 218.00] 184.50 [145.25, 227.75] 0.574
 CALLY index 2.00 [0.30, 6.60] 1.40 [0.32, 5.50] 0.392
Echocardiography results
 LVEF, % 60.00 [47.32, 66.50] 62.05 [47.00, 67.95] 0.182
 LAD, mm 38.85 [33.00, 43.00] 37.00 [32.02, 42.00] 0.084
First readmission within 90-day, n (%) 71 (18.7) 31 (19.1) 0.998

COPD, chronic obstructive pulmonary disease; BMI, body mass index; SBP, systolic blood pressure; DBP, diastolic blood pressure; FBG, fasting blood glucose; TC, total cholesterol; TG, triglycerides; HDL, high-density lipoprotein; LDL, low-density lipoprotein; TBIL, total bilirubin; CK-MB, creatine kinase MB; ALT, alanine aminotransferase; AST, aspartate aminotransferase; e-GFR, estimated glomerular filtration rate; BNP, Brain Natriuretic Peptide; cTn, cardiac troponin; NEU, neutrophil; MON, monocyte; PLT, platelet; CALLY index, C-reactive protein-albumin-lymphocyte index; LVEF, left ventricular ejection fraction; LAD, left atrium diameter.