For highly polygenic traits, individual genetic variants, including the most significantly associated variants, typically explain only a small fraction of a trait’s phenotypic variance. To characterize the sex-specific genetic architecture of OCD, we explored sub-threshold associations and their contribution to OCD heritability (h2).