Ethical Considerations for Increased Transparency and Reproducibility in the Retrospective Analysis of Health Care Data.

In the field of health care, researchers and decision makers are increasingly turning toward retrospective observational studies of administrative claims and electronic health record databases to improve outcomes for patients. For many important questions, randomized studies have not been conducted, and even when they have been, such studies often inadequately reflect the realities of patients' lives or care. However, use of retrospective studies not only increases methodological complexity but also requires more subjectivity for those attempting to perform statistical analysis.

Assessment of the persistence of anacetrapib and evacetrapib concentrations using two pharmacokinetic modeling approaches.

Anacetrapib, a cholesterol ester transfer protein (CETP) inhibitor, has been reported to have longer elimination half-life after longer treatment. Two pharmacokinetic model-based approaches were used to assess whether evacetrapib, another CETP inhibitor, could behave similarly. Using population pharmacokinetic (PopPK) modeling, evacetrapib and anacetrapib pharmacokinetics were characterized using available concentration-time data, and steady-state conditions were simulated.

Defining "good" and "poor" outcomes in patients with schizophrenia or schizoaffective disorder: a multidimensional data-driven approach.

The study's goal was to characterize the typology of patient outcomes based on social and occupational functioning and psychiatric symptoms following antipsychotic drug treatment, and to explore predictors of group membership representing the best/worst outcomes. A hierarchical cluster analysis was used to define groups of patients (n=1449) based on endpoint values for psychiatric symptoms, social functioning, and useful work measured up to 30 weeks of treatment. Stepwise logistic regression was used to construct predictive models of cluster membership for baseline predictors, and with 2/4/8 weeks of treatment.

Initial symptoms of manic relapse in manic or mixed-manic bipolar disorder: post hoc analysis of patients treated with olanzapine or lithium.

Unlabelled: A post hoc analysis of Young Mania Rating Scale (YMRS) item scores was conducted to identify symptoms that may predict impending relapse using prospectively collected data from a double-blind, randomized relapse prevention study of patients treated with olanzapine (N=200, 5-20 mg/d) versus lithium (N=201, 300-1800 mg/d).

Methods: Relapses (YMRS > or = 15, or hospitalization) included in this analysis occurred 3-52 weeks after randomization. Repeated measures logistic regression of increases (> or = 1) in YMRS item scores prior to the visit that preceded relapse was used to estimate the odds of relapse.

Flexible-dose clinical trials: predictors and outcomes of antipsychotic dose adjustments.

In a new approach to the interpretation of data from flexible-dose studies, we examined the safety and efficacy measurements that preceded and followed dose changes, to identify clinical factors that predict dose change as well as subsequent outcome of clinical status with dose change. This was a post hoc analysis of 3 flexible-dosed olanzapine studies: acutely ill bipolar I patients with an index manic episode (N = 452) who received olanzapine (5-20 mg/d) or haloperidol (3-15 mg/d); acutely ill patients with schizophrenia (N = 339) who received olanzapine (10-20 mg/d) or risperidone (4-12 mg/d) for 28 weeks; and remitted bipolar I patients (N = 361) who received olanzapine (5-20 mg/d) or placebo for 48 weeks. The major findings of this analysis were: an increase in dose was predicted by baseline illness severity in the acute studies, and a decrease in dose was predicted by illness symptom improvement or worsening of adverse events.

Association between early and rapid weight gain and change in weight over one year of olanzapine therapy in patients with schizophrenia and related disorders.

Weight gain is an important issue in the use of atypical antipsychotics, including olanzapine. A retrospective analysis of patterns of weight gain and possible covariates was performed for 1191 patients diagnosed with schizophrenia or schizoaffective disorder who were treated with olanzapine for up to 52 weeks. Patients were dichotomized into 2 main groups according to the percentage of body weight gained during the first 6 weeks of treatment with olanzapine: (1) patients who gained > or =7% of their body weight (Rapid Weight Gain Group [RWG]), and (2) patients who lost weight, gained no weight, or gained <7% of their body weight (Nonrapid Weight Gain Group [NRWG]).

Efficacy of accelerated dose titration of olanzapine with adjunctive lorazepam to treat acute agitation in schizophrenia.

We conducted a prospective double-blind study of accelerated dose titration of olanzapine in the treatment of newly admitted acutely agitated patients with schizophrenia. Patients were randomized to either oral olanzapine (10 mg per day) or oral haloperidol (10 mg per day), plus lorazepam as needed (up to 12 mg per day). Antipsychotic dosage was increased to 20 mg per day as early as day 3.