PTGDS and bipolar disorder: Interestingly, Ptgds is identified by GWAS as a candidate gene associated with ADHD and bipolar disorder (Pujol-Gualdo et al., 2021; Marín-Méndez et al., 2012; Munkholm et al., 2015).