This was consistent with a previous report that observed retinal thinning in patients with early stage non-diabetic and non-dialytic chronic kidney disease (CKD)30, and albumin to creatinine levels correlated with macular thinning in patients with prediabetes and diabetes31. The gene discussed is ALB; the disease is chronic kidney disease.