International Biometric Society STATISTICAL ISSUES ARISING IN THE TRANSCRANIAL DOPPLER VELOCITY WITH TRANSFUSIONS CHANGING TO HYDROXYUREA (TWITCH) TRIAL Barry R. Davis, MD, PhD, Peng Wei, PhD, Sara Pressel, MS, Robert Adams, MD, PhD, Russell Ware, MD, PhD University of Texas School of Public Health, Houston, Texas, USA (BRD, PW, SP); Medical University of South Carolina, Charleston, South Carolina, USA (RA), Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA (RW) The Transcranial Doppler (TCD) Velocity With Transfusions Changing to Hydroxyurea (TWiTCH) trial is a Phase III multicenter randomized controlled clinical trial. The primary goal is to compare 24 months of hydroxyurea treatment to transfusion therapy in children with sickle cell anemia and abnormally high (≥200 cm/sec) TCD velocities, who currently receive chronic transfusions to reduce the risk of primary stroke. The primary hypothesis is that after adjustment for baseline differences, the hydroxyurea treatment arm’s mean TCD velocity at 24 months will be less than the transfusion treatment arm’s plus 15cm/sec, in which case, the hydroxyurea treatment arm would be considered non-inferior to the transfusion treatment arm. TWiTCH was designed to randomize 118 patients in a 1:1 fashion to provide 90% power to test the non-inferiority hypothesis under reasonable scenarios. This sample size includes adjustment for dropout and crossovers to ensure that at least 100 patients complete the 24month post-randomization follow-up period. TWiTCH successfully ended randomization in August 2013 with 121 patients. Several interesting clinical trials and statistical issues arose in the design and conduct of the trial. This presentation will review some of these issues including (1) primary endpoint based on a linear mixed model of longitudinal measurement of TCD velocities; (2) non-inferiority design with an "acceptable" difference between TCD velocities; (3) interim monitoring; and (4) statistical monitoring of TCDs. This TCD monitoring is used to detect, and appropriately address, TWiTCH patients who develop a “TCD alert,” which occurs when a subject’s mean TCD velocity, during the on-treatment period is too high, too low or has substantially changed from baseline and requires some action (e.g., increased monitoring or change in therapy). International Biometric Conference, Florence, ITALY, 6 – 11 July 2014