Table 2. Accuracy and cut points of individual biomarkers and combinations of biomarkers for diagnosis of SBI on admission to PICU.
Individual biomarker or biomarker combinations AUC (95% CI) | Cut-point# | Sensitivity 95% CIs | Specificity 95% CIs | PPV 95% CIs | NPV 95% CIs | LR+ 95% CIs | LR- 95% CIs |
---|---|---|---|---|---|---|---|
PCT (ng/ml) * 83.73 (78.11, 89.35) | 1.25 | 0.78 (0.69, 0.88) | 0.80 (0.76, 0.84) | 0.37 (0.26, 0.48) | 0.96 (0.94, 0.98) | 3.92 (3.17, 4.85) | 0.27 (0.17, 0.42) |
Urine NGAL (ng/ml) 56.72 (48.18, 65.25) | 95.10 | 0.47 (0.34, 0.60) | 0.67 (0.62, 0.71) | 0.17 (0.07, 0.27) | 0.90 (0.87, 0.93) | 1.41 (1.03, 1.93) | 0.79 (0.61, 1.03) |
Plasma NGAL (ng/ml) 68.07 (60.09, 76.06) | 194.00 | 0.61 (0.49, 0.73) | 0.75 (0.69, 0.81) | 0.38 (0.26, 0.50) | 0.88 (0.84, 0.93) | 2.44 (1.81, 3.30) | 0.52 (0.37, 0.72) |
Resistin (ng/ml) 80.17 (73.14, 87.20) | 96.28 | 0.64 (0.51, 0.76) | 0.85 (0.80, 0.90) | 0.51 (0.38, 0.65) | 0.90 (0.86, 0.94) | 4.20 (2.90, 6.10) | 0.43 (0.30, 0.61) |
APTT slope 65.90 (58.89, 72.92) | -0.03 | 0.46 (0.35, 0.57) | 0.84 (0.81, 0.87) | 0.33 (0.23, 0.43) | 0.90 (0.87, 0.93) | 2.86 (2.09, 3.92) | 0.65 (0.53, 0.79) |
APTT TR18 (%) 67.23 (60.29, 74.17) | 99.40 | 0.51 (0.40, 0.62) | 0.84 (0.81, 0.87) | 0.35 (0.25, 0.45) | 0.91 (0.88, 0.93) | 3.13 (2.32, 4.22) | 0.59 (0.47, 0.74) |
CRP mg/l 89.76 (85.83, 93.69) | 2.09 | 0.93 (0.87, 0.99) | 0.76 (0.72, 0.79) | 0.37 (0.25, 0.48) | 0.99 (0.98, 1.00) | 3.81 (3.21, 4.52) | 0.09 (0.04, 0.22) |
Model (1) ‡ PCT, Resistin, pNGAL, CRP 91.64 (87.58, 95.70) | 0.12 | 0.92 (0.84, 1.00) | 0.83 (0.77, 0.89) | 0.57 (0.42, 0.73) | 0.98 (0.95, 1.00) | 5.42 (3.77, 7.79) | 0.10 (0.03, 0.28) |
Model (2) ‡ PCT, Resistin, APTT TR18, CRP 92.52 (88.22, 96.81) | 0.08 | 0.97 (0.92, 1.00) | 0.75 (0.67, 0.82) | 0.52 (0.35, 0.68) | 0.99 (0.97, 1.00) | 3.83 (2.82, 5.19) | 0.04 (0.01, 0.27) |
Model (3) ‡ PCT, Resistin, CRP 92.36 (88.54, 96.17) | 0.10 | 0.95 (0.88, 1.00) | 0.79 (0.73, 0.86) | 0.54 (0.38, 0.69) | 0.98 (0.96, 1.00) | 4.54 (3.30, 6.23) | 0.06 (0.02, 0.25) |
Model (4) ‡ PCT, CRP 92.66 (88.47, 96.85) | 0.06 | 0.92 (0.85, 0.99) | 0.86 (0.83 0.90) | 0.50 (0.37, 0.62) | 0.99 (0.97, 1.00) | 6.67 (5.18, 8.58) | 0.10 (0.04, 0.22) |
*Pre-test probability is 12.89%.
#Cut-points were determined using the Youden Index, and probability cut-points were given for biomarker combinations from models (1)-(4), see below.
‡Prediction via logistic regression models:.
Model (1):
Model (2):
Model (3):
Model (4):