title: Impact of safety monitoring on error probabilities of binary efficacy outcome analyses in large phase III group sequential trials.
abstract: In phase III clinical trials, some adverse events may not be rare or unexpected and can be considered as a primary measure for safety, particularly in trials of life-threatening conditions, such as stroke or traumatic brain injury. In some clinical areas, efficacy endpoints may be highly correlated with safety endpoints, yet the interim efficacy analyses under group sequential designs usually do not consider safety measures formally in the analyses. Furthermore, safety is often statistically monitored more frequently than efficacy measures. Because early termination of a trial in this situation can be triggered by either efficacy or safety, the impact of safety monitoring on the error probabilities of efficacy analyses may be nontrivial if the original design does not take the multiplicity effect into account. We estimate the actual error probabilities for a bivariate binary efficacy-safety response in large confirmatory group sequential trials. The estimated probabilities are verified by Monte Carlo simulation. Our findings suggest that type I error for efficacy analyses decreases as efficacy-safety correlation or between-group difference in the safety event rate increases. In addition, although power for efficacy is robust to misspecification of the efficacy-safety correlation, it decreases dramatically as between-group difference in the safety event rate increases.
authors.affiliation: Division of Biostatistics and Epidemiology, Medical University of South Carolina, Charleston, SC, USA. weng@musc.edu
authors.forename: Yanqiu
authors.initials: Y
authors.lastname: Weng
authors.forename: Wenle
authors.initials: W
authors.lastname: Zhao
authors.forename: Yuko
authors.initials: Y
authors.lastname: Palesch
mesh_terms: D017326:Clinical Trials, Phase III as Topic / Q000379:methods*; D003198:Computer Simulation; D003627:Data Interpretation, Statistical; D064420:Drug-Related Side Effects and Adverse Reactions; D023381:Endpoint Determination; D006801:Humans; D009010:Monte Carlo Method; D011336:Probability; D012107:Research Design; D016896:Treatment Outcome