each are either largely distinct or only weakly correlated.19,20 In this study, using data collected from 7548 adult male and female twins from the Virginia Adult Twin Study of Psychiatric and Substance Use Disorders (VATSPSUD),21 we perform a multivariate analysis of the seven individual DSM-IV criteria for AD. Our goal is to determine the structure of the genetic risk factors for AD.