These included variables such as young age, male sex, African-American ethnicity, DM, HTN, obesity, urine protein, serum albumin, anemia, lipidemia, smoking, and cardiovascular disease [13]. Here, ALB is linked to obesity due to melanocortin 4 receptor deficiency.