Table 3.
Multivariable Cox regression models to identify risk factors for CKD stage 3.
MODEL 1 | MODEL 2 | MODEL 3 | MODEL 4 | |
---|---|---|---|---|
Variables | Clinical AIC=1908.4 | Clinical + Classification AIC= 1841.9 | MODEL 2 + SCysC AIC=1720.0 | MODEL 2 + pNGAL AIC=1774.6 |
(a)Age | 2.4 (1.7–3.4) | 2.3 (1.6 – 3.2) | 2.1 (1.5 – 3.1) | 2.2 (1.5 – 3.2) |
| ||||
CVD | 1.9 (1.4–2.6) | 1.5 (1.1 – 2.1) | 1.7 (1.2 – 2.4) | 1.5 (1.1 – 2.1) |
| ||||
(b) CCI | 1.9 (1.4–2.6) | 1.6 (1.2 – 2.2) | 1.6 (1.1 – 2.2) | 1.7 (1.2 – 2.3) |
| ||||
(c) Susceptibility | 2.2 (1.5–3.0) | 1.1 (0.7 – 1.5) | 0.8 (0.5 – 1.3) | 1.1 (0.7 – 1.6) |
| ||||
(d)Classification | ||||
| ||||
AKI | 5.7 (3.8 – 8.7) | 4.7 (2.9 – 7.7) | 5.6 (3.5 – 8.8) | |
| ||||
TAz | 2.4 (1.5 – 3.6) | 2.3 (1.5 – 3.5) | 2.3 (1.5 – 3.5) | |
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SCys | 1.5 (1.1 – 2.0) | |||
| ||||
(e)pNGAL | 1.0 (0.7 – 1.5) |
Results are expressed as hazard ratios (95% confidence interval); SCysC, serum cystatin C; pNGAL, plasma NGAL; AIC, Akaike’s Information Criterion; CVD, cardiovascular disease; CCI, Charlson Comorbidity Index; AKI, Acute Kidney Injury; TAz, Transient Azotemia.
The cut point 63 years for age was obtained by the analysis of Martingale residuals, age < 63 years old was considered as the reference category;
reference category: CCI≤3;
Susceptibility stage I–II considered as the reference category;
reference category: NF;
reference category: pNGAL ≤ 133 ng/mL.
Model 1: p<0.001 for all variables; Model 2: CVD p=0.007, CCI p=0.003, Susceptibility p=0.749, p<0.001 for the remaining variables; Model 3: CVD p=0.002, CCI p=0.011, Susceptibility p=0.399, SCysC p=0.011, p<0.001 for the remaining variables; Model 4: CVD p=0.010, CCI p=0.002, Susceptibility p=0.779, pNGAL p=0.809, p<0.001 for the remaining variables.