The presented study shows that NE, NSE, and S100B are potential components of a prognostic model for long-term complications caused by COVID-19 in patients with comorbid conditions such as type 2 diabetes (T2DM) or advanced diabetic nephropathy (NfT2DM). Here, ELANE is linked to type 2 diabetes mellitus.