However, in our study, we did not find any difference in albumin and CKD levels by sex, even after adjusting for risk factors and sex for stratification; this may be related to the ethnicity of the included population, geographic region, and the number of patients included, which needs to be further explored. The gene discussed is ALB; the disease is chronic kidney disease.