In summary, various health conditions such as diabetes, hypertension, dyslipidemia, heart disease, hypothyroidism, and hepatitis did not show a statistically significant correlation with albumin levels in both APD and CAPD groups. The gene discussed is ALB; the disease is diabetes mellitus.