TABLE 5.
COMPARISON OF SENSITIVITY, SPECIFICITY, POSITIVE PREDICTIVE VALUE, NEGATIVE PREDICTIVE VALUE, ACCURACY, AND AREA UNDER A RECEIVER OPERATOR CURVE RESULTS FOR MODELS
Model | Data | Sensitivity : Specificity | PPV:NPV | ACC | AUROC |
---|---|---|---|---|---|
Septic shock vs. SIRS/ICU control subjects |
Metabolomics |
0.78 ± 0.11 : 0.72 ± 0.14 |
0.80:0.68 |
0.75 |
0.82 |
|
PCT |
0.56 ± 0.16 : 0.94 ± 0.08 |
0.91:0.66 |
0.74 |
0.80 |
|
PRISM III-APS |
0.83 ± 0.10 : 0.56 ± 0.16 |
0.74:0.69 |
0.72 |
0.80 |
Nonsurvivors vs. survivors (age- and sex-matched samples) |
Metabolomics |
0.80 ± 0.25 : 0.90 ± 0.19 |
0.89:0.82 |
0.85 |
0.91 |
|
PCT |
0.29 ± 0.33 : 0.57 ± 0.37 |
0.40:0.44 |
0.43 |
0.51 |
PRISM III-APS | 0.70 ± 0.28 : 0.80 ± 0.25 | 0.78:0.73 | 0.75 | 0.85 |
Definition of abbreviations: ACC = accuracy; AUROC = area under a receiver operator curve; ICU = intensive care unit; NPV = negative predictive value; PCT = procalcitonin; PPV = positive predictive value; PRISM III-APS = Pediatric Risk of Mortality III-Acute Physiology Score; SIRS = systemic inflammatory response syndrome.
Patients with septic shock vs. SIRS/ICU control subjects and nonsurvivors vs. survivors (age- and sex-matched samples) based on metabolomics, PCT and PRISM III-APS data.