When comparing participants with CKD to those without CKD, there were significant differences in sex, age, education, BMI, history of hypertension, and levels of RBC, TG, Alb, CEA, Alt, UR, and UA (all P < 0.05). The gene discussed is ALB; the disease is chronic kidney disease.