PMAIP1 and osteoporosis: In the present study, based on GEO datasets, protein and protein interaction network analysis, transcription factors analysis, drug-gene interaction analysis, and ceRNA network analysis were used to screen the potential hub genes PMAIP1 in osteoporosis.