In Model 3 analysis with the addition of anemia-related factors, such as age, renal function, nutritional status, inflammation, and iron dynamics, the serum phosphate levels showed a significant negative correlation with the Hb levels (coefficient [95% CI], -0.73 [-1.1, -0.35]; P < 0.001). The gene discussed is GSTM1; the disease is anemia.