Table 2.
Comparative performance of biomarkers for children who died up to 7 days or who survived in derivation, primary and secondary validation cohort.
Biomarker | Derivation (n = 1,176) | Primary validation (n = 1,176) | Secondary validation (n = 908) | |||
---|---|---|---|---|---|---|
AUROC (95% CI) | P-value | AUROC (95% CI) | P-value | AUROC (95% CI) | P-value | |
sTREM-1 | 0.893 (0.843 to 0.944) | – | 0.894 (0.844 to 0.944) | – | 0.901 (0.856 to 0.947) | – |
sFIt1 | 0.859 (0.792 to 0.926) | 0.103 | 0.860 (0.792 to 0.927) | 0.102 | 0.796 (0.728 to 0.864) | ≤0.001 |
IL-8 | 0.843 (0.772 to 0.914) | 0.105 | 0.845 (0.775 to 0.916) | 0.115 | 0.790 (0.712 to 0.868) | ≤0.001 |
Ang-2 | 0.846 (0.787 to 0.905) | 0.081 | 0.847 (0.789 to 0.904) | 0.084 | 0.784 (0.715 to 0.853) | ≤0.001 |
CHI3L1 | 0.826 (0.750 to 0.902) | 0.054 | 0.829 (0.754 to 0.904) | 0.064 | 0.771 (0.702 to 0.840) | ≤0.001 |
sTNFR1 | 0.783 (0.696 to 0.870) | ≤0.001 | 0.785 (0.702 to 0.868) | ≤0.001 | 0.803 (0.726 to 0.879) | 0.002 |
IL-6 | 0.821 (0.743 to 0.900) | 0.064 | 0.824 (0.749 to 0.899) | 0.065 | 0.753 (0.673 to 0.832) | ≤0.001 |
sICAM-1 | 0.663 (0.561 to 0.764) | ≤0.001 | 0.666 (0.566 to 0.765) | ≤0.001 | 0.620 (0.535 to 0.704) | ≤0.001 |
sVCAM-1 | 0.660 (0.561 to 0.759) | ≤0.001 | 0.662 (0.560 to 0.763) | ≤0.001 | 0.608 (0.534 to 0.682) | ≤0.001 |
IP-10 | 0.581 (0.486 to 0.677) | ≤0.001 | 0.583 (0.489 to 0.677) | ≤0.001 | 0.566 (0.484 to 0.648) | ≤0.001 |
Ang-1 | 0.347 (0.261 to 0.433) | ≤0.001 | 0.350 (0.261 to 0.439) | ≤0.001 | 0.331 (0.262 to 0.401) | ≤0.001 |
P-values correspond to difference in AUROC as compared to AUROC of sTREM-1 and were derived from Chi-squared tests. Primary validation was based on 500 bootstrap samples with replacement in the derivation cohort. Secondary validation was performed in the temporally defined validation cohort.
AUROC area under the receiver operating characteristic curve, CI confidence interval.