Sarcopenia, sarcopenic obesity and osteosarcopenia were negatively associated with albumin (%) (p < 0.001 for sarcopenia and osteosarcopenia, and p < 0.01 for sarcopenic obesity). The gene discussed is ALB; the disease is sarcopenia.