This reveals that laboratory markers such as nPNA or serum albumin were associated with PPL via non-nutritional status such as volume, but PPL is not associated with muscle mass or strength as a long-term marker of malnutrition. The gene discussed is ALB; the disease is nutritional deficiency disease.