Specifically, in the sarcopenia dataset, the CEBPB showed the best diagnostic efficiency for differentiating sarcopenia, while BTG2, CDKN1A, CEBPB, DDIT4, and NFKBIA showed the best-differentiating capability in the OA dataset. The gene discussed is CDKN1A; the disease is sarcopenia.