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. 2026 Aug 28;23(8):493–504. doi: 10.26599/1671-5411.2026.08.006

Table 4. Estimation of all-cause mortality rates using time-dependent multivariate Cox proportional hazards regression analysis.

Variables Univariate Model Multivariate Model 1 Multivariate Model 2
HR (95% CI) P-value HR (95% CI) P-value HR (95% CI) P-value
The log-likelihood value of multivariate Model 1 is 1836, the chi-square value is 111, and the P-value is < 0.001. The log-likelihood value of multivariate Model 2 is 1821, the chi-square value is 128, and the P-value is < 0.001. AF: atrial fibrillation; HRR: hemoglobin-to-red cell distribution width ratio; STS: the Society of Thoracic Surgeons.
Age 1.04 (1.02–1.06) < 0.001 1.02 (1.00–1.05) 0.048 1.03 (1.01–1.05) 0.021
Male 1.51 (1.12–2.05) 0.007 1.91 (1.37–2.66) < 0.001 1.86 (1.34–2.58) < 0.001
Diabetes mellitus 1.38 (1.02–1.87) 0.035 1.46 (1.05–2.04) 0.025 1.37 (0.98–1.92) 0.062
Hypertension 1.45 (0.96–2.21) 0.080 1.48 (0.96–2.29) 0.076 1.38 (0.90–2.13) 0.140
STS score 1.12 (1.08–1.16) < 0.001 1.06 (1.01–1.10) 0.017 1.05 (1.01–1.10) 0.025
Body mass index 1.00 (0.96–1.05) 0.996
Previous myocardial infarction 1.44 (1.04–2.00) 0.029 1.16 (0.81–1.68) 0.417 1.25 (0.87–1.80) 0.229
AF 1.18 (0.84–1.64) 0.339
Malignancy 2.01 (1.32–3.06) 0.001 1.58 (1.01–2.48) 0.045 1.75 (1.12–2.73) 0.014
Creatinine 1.01 (0.98–1.04) 0.561
Low-density lipoprotein cholesterol 0.99 (0.99–1.01) 0.706
Albumin 0.41 (0.29–0.57) < 0.001 0.69 (0.47–1.01) 0.051 0.74 (0.51–1.08) 0.120
Aortic valve area 0.63 (0.25–1.58) 0.327
Moderate to severe aortic regurgitation 0.78 (0.56–1.08) 0.136
Moderate to severe mitral regurgitation 1.07 (0.79–1.45) 0.646
Moderate to severe tricuspid regurgitation 1.51 (1.11–2.05) 0.008 1.13 (0.80–1.59) 0.499 1.16 (0.82–1.63) 0.409
Left ventricular ejection fraction 0.99 (0.98–1.00) 0.048 0.99 (0.98–1.01) 0.353 0.99 (0.98–1.01) 0.327
Anulus area 1.00 (0.99–1.01) 0.797
Calcium score 1.00 (1.00–1.00) 0.204
Valve type (self vs. balloon) 1.25 (0.91–1.74) 0.160
Balloon postdilatation 0.85 (0.59–1.22) 0.371
HRRcontinous 0.05 (0.02–0.11) < 0.001 0.09 (0.03–0.25) < 0.001
HRRcategorical 0.27 (0.20–0.37) < 0.001 0.34 (0.24–0.49) < 0.001