In summary, the failure to find common genetic variants underlying Cloninger’s psychobiological temperament scales accords with previous studies that have failed to find common variants underlying Eysenck’s Neuroticism and the Big Five personality scales. That individual common genetic variants which explain 0.5% or more of the variance do not substantially affect personality has important implications for our understanding of its genetic architecture.