Notably, hexanoic acid (C6) showed the strongest associations with pro-inflammatory markers, particularly IL-18 and NT-proBNP, highlighting its potential relevance in sarcopenia-related inflammation. The gene discussed is NPPB; the disease is sarcopenia.