Our results indicate that the albumin-bilirubin (ALBI) score is particularly significant for sarcopenia, ranking higher than conventional biomarkers such as alanine aminotransferase (ALT), aspartate aminotransferase (AST), albumin, and bilirubin. The gene discussed is GPT; the disease is sarcopenia.