Here, we confirmed the suppressor function of BMP signaling in bone-specific metastasis of PCa cells, and demonstrated that GALNT12-mediated O-GalNAcylation of BMPR1A was the activator of BMP signaling in PCa. Here, GALNT12 is linked to posterior cortical atrophy.