In our study, we showed that increased autophagy in CKD‐induced skeletal muscle atrophy was accompanied by activated AMPK and increased level of FOXO3a, decreased SKP2 levels, and increased CARM1 and H3R17me2 levels. The gene discussed is FOXO3; the disease is chronic kidney disease.