We identified three rare deleterious heterozygous C-terminal CSF1R variants, which were proved to increase the stability of protein in vitro. The CVM patients carrying those CSF1R variants exhibited vertebral malformations and early onset of scoliosis clinically. Here, CSF1R is linked to scoliosis.