“…Consequently, these analyses were performed using three distinct models as follows: Model 1 was a minimally-adjusted model with age, sex, CCI, eGFR, GNRI, and the categories of the BMI change included as candidate independent variables [ 19–23 ], taking the multicollinearity between the CCI and diabetes mellitus (DM) or between the BMI and GNRI into consideration. Model 2 was further adjusted for the mean blood pressure (MBP) with the use of angiotensin-converting enzyme inhibitors/angiotensin II receptor blockers (ACEi/ARBs) [ 24 ]. Finally, model 3 was the fully-adjusted model, including logarithmic BNP, which was one of the volume status markers, as an independent variable to minimize the effect of fluid overload on outcomes, considering that the BMI does not distinguish between muscle mass, fat, and fluids [ 25 ].…”