The findings indicate a significant association between AVAI and the likelihood of bone tumor development, thus emphasizing the necessity of incorporating visceral adiposity into the assessment of skeletal neoplasm incidence. Future studies should focus on the underlying mechanisms and investigate potential interventions targeting obesity-related factors to mitigate the risk of bone tumors.