Table 1. Receiver operating characteristic curve statistics and cutoff thresholds for transition predictors.
Variable group | Variables | n | Youden index | Score threshold | AUROC | P |
---|---|---|---|---|---|---|
Historical | Gender | 40 | 0.05329 | 1 | 0.527 | 0.7613 |
Age | 40 | 0.2414 | ⩽17.2841 | 0.517 | 0.8563 | |
Family history of psychosis | 39 | 0.06207 | 1 | 0.531 | 0.6758 | |
Duration of symptoms at presentation | 40 | 0.2571 | ⩽7 | 0.57 | 0.5125 | |
Any history of drug usea | 40 | 0.4514 | 1 | 0.726 | 0.006b | |
Clinical assessment | PANSS positive | 40 | 0.4734 | >14 | 0.699 | 0.0226b |
PANSS negative | 40 | 0.4169 | >12 | 0.723 | 0.027b | |
PANSS general | 40 | 0.4859 | >31 | 0.768 | 0.0043b | |
MADRS | 40 | 0.3448 | >12 | 0.666 | 0.0664 | |
GAF—low | 40 | 0.4263 | ⩽60 | 0.774 | 0.0002b | |
Blood biomarkers | Nervonic acid | 39 | 0.5357 | ⩽0.2902 | 0.688 | 0.0235b |
PLA2 | 39 | 0.276 | ⩽0.6473 | 0.562 | 0.6056 | |
Total Omega 3 | 39 | 0.4968 | ⩽5.0727 | 0.724 | 0.0405b | |
SOD | 36 | 0.24 | >0.0318 | 0.502 | 0.9859 | |
GSH | 36 | 0.3855 | ⩽40.024 | 0.691 | 0.0522 | |
GSSG | 36 | 0.1455 | ⩽16.25 | 0.527 | 0.7958 | |
GSH/GSSG | 36 | 0.2036 | ⩽1.877 | 0.571 | 0.5142 | |
qEEG measures | Delta frontal | 34 | 0.2933 | ⩽1.82 | 0.542 | 0.7482 |
Alpha frontal | 34 | 0.1733 | ⩽1.71 | 0.507 | 0.9573 | |
Beta1 occipitoparietal | 34 | 0.2800 | ⩽1.6 | 0.636 | 0.2111 |
Abbreviations: AUROC, area under the receiver operating characteristic curve; GAF, Global assessment of functioning; GSH, glutathione; GSSG, glutathione disulfide (oxidized form); MADRS, Montgomery Asberg Depression Rating Scale; PANSS, Positive And Negative Symptom Scale; PLA2, Phospholipase A2; qEEG, resting quantitative electroencephalography; SOD, superoxide dismutatse.
For continuous variables cutoff thresholds were set at the optimum balance between sensitivity and specificity as determined by calculation of the Youden index. The threshold value for dichotomous variables was 1.
Any history of drug use=illicit, tobacco or alcohol.
Significant predictors of transition at P<0.05 are in bold.