Here we show the evidence that STAT3 deficiency in bone marrow mesenchymal stem cells (BMSCs) or pre-osteoblasts, but not in osteoclasts, induces craniofacial deformity, osteoporosis, and spontaneous bone fractures, resembling the cranial bone phenotypes of AD-HIES patients. Here, STAT3 is linked to Alzheimer disease.