In a univariate linear regression model, male sex, the LTI, and the eGFR were positively correlated with the GNRI, whereas patients with DM and higher levels of overhydration, systolic blood pressure, proteinuria, and IL-6 had lower scores of the GNRI (Table 2). The gene discussed is IL6; the disease is diabetes mellitus.