This study sheds light on factors that underlie the commonly observed phenomenon of comorbid AN, MDD, and SA and points to mechanisms that implicate shared genetic factors in their co-occurrence. In contrast, the 95% CIs for unique environmental correlations for AN and SA, as well as MDD and SA, included zero, suggesting that unique environmental effects contributing to each of these phenotypes might not overlap but, rather, be trait specific.