The identified TFs involved in aging mainly included Runx1, Atf3, Nr4a1, Stat5a, and Stat3. Sarcopenia, a progressive decline in muscle mass and strength that occurs with aging, is the most common type of muscle atrophy in humans. Here, RUNX1 is linked to muscle atrophy.