The osteoporosis model exhibited characteristic alterations in key regulatory factors of osteogenic differentiation (RUNX2), OPG, and RANKL, while the sarcopenia model demonstrated specific expression changes in MYOG and ubiquitin ligases Atrogin-1 and MuRF1. The gene discussed is RUNX2; the disease is sarcopenia.