Our observations are consistent with previous gene set analyses of FMRP targets in the context of schizophrenia [11–15] and major depressive disorder [22], but whilst FMRP targets have been previously linked to bipolar disorder through rare coding variants [60], our findings provide novel evidence linking FMRP targets to bipolar disorder through common variation. This evidence concerns the gene FMR1 and major depressive disorder.