title: Optimal thresholds of early response to atypical antipsychotics: application of signal detection methods.
abstract: OBJECTIVE
  Identify the optimal magnitude of response to antipsychotic medication at various early time points that best predicts subsequent non-response at 8 weeks.
  
  
  METHODS
  Data were pooled from 5 randomized, double-blind clinical trials of atypical antipsychotics in the treatment of schizophrenia and related disorders (n=1137 moderately-to-severely ill; n=300 less than moderately ill). Signal detection methods (receiver-operating characteristic curves) were used to identify the optimal response threshold based on percent change from baseline on the PANSS total score at different early time points (Weeks 1-4) to predict subsequent 'non-response' at 8 weeks (i.e., not 'minimally improved', 'much improved' or 'remitted') while holding the false positive rate to a level of 30% or less. Analyses were implemented separately for patients with schizophrenia who differed on baseline illness severity.
  
  
  RESULTS
  Using Area Under the Curve (AUC) >or=0.8 to define optimal discriminative ability at the earliest time point, the early response threshold in moderately-to-severely ill patients for predicting not 'minimally improved' was <15% reduction in PANSS total at Week 2, not 'much improved' was <23% at Week 2, and not 'remitted' was <26% at Week 4. Similarly, in less than moderately ill patients, the optimal early response threshold for predicting not 'minimally improved' was <12% reduction in PANSS total at Week 2, and not 'much improved' was <14% at Week 1.
  
  
  CONCLUSIONS
  Specific thresholds of response were identified at early time points for predicting subsequent non-response. Not attaining these early response thresholds may serve as important clinical markers of subsequent non-response to antipsychotic therapy.
authors: Lilly Research Laboratories, Eli Lilly and Company, Lilly Corporate Center, DC 4133, Indianapolis, IN 46285, USA. Chen_Lei_LC@Lilly.com
authors: Lei
authors: L
authors: Chen
authors: Haya
authors: H
authors: Ascher-Svanum
authors: Virginia
authors: V
authors: Stauffer
authors: Bruce J
authors: BJ
authors: Kinon
authors: Sara
authors: S
authors: Kollack-Walker
authors: Stephen
authors: S
authors: Ruberg
mesh_terms: D000328:Adult; D014150:Antipsychotic Agents / Q000627:therapeutic use*; D019540:Area Under Curve; D004311:Double-Blind Method; D004334:Drug Administration Schedule; D005260:Female; D006801:Humans; D008297:Male; D008875:Middle Aged; D011237:Predictive Value of Tests; D011569:Psychiatric Status Rating Scales; D012372:ROC Curve; D016032:Randomized Controlled Trials as Topic; D015203:Reproducibility of Results; D012559:Schizophrenia / Q000188:drug therapy*; D012565:Schizophrenic Psychology; D017603:Signal Detection, Psychological / Q000187:drug effects*; D013997:Time Factors; D016896:Treatment Outcome
chemical_list: D014150:Antipsychotic Agents