This study will examine between group differences in clinical, behavioral, genetic, neuroanatomical, and neurophysiological variables in individuals with BSD, their relatives, and healthy volunteers. Findings in children with BSD will also be compared to those with severe mood dysregulation, sometimes called a broad phenotype of pediatric BD, recruited under protocol 02-M-0021 (Nottelman, 2001).