In conclusion, PAX8-AS1 promoted osteoblast apoptosis and autophagy and suppressed osteoblast viability by binding with miR-1252-5p to upregulate GNB1 during osteoporosis progression (Fig. 7). This evidence concerns the gene GNB1 and osteoporosis.