Poor adherence can lead to weight gain, hyperphosphatemia, hyperkalemia, and decreased serum albumin level.[16] Multiple studies have confirmed that the implementation of psychoeducational interventions significantly enhances adherence to prescribed dietary and fluid restrictions, as quantified by standardized compliance metrics.[17] Depression has emerged as a critical factor that influences adherence. The gene discussed is ALB; the disease is hyperphosphatemia.