Results indicated one high-quality outcome (BNP), two with moderate quality (Cystatin-C and GGT), nine with low quality (NGAL, uKIM-1, albumin, RDW, PLR, NLR, CRP, BUN, HCT), and five with very low quality (V/CR, preprocedural hyperglycemia over 200, preprocedural hyperglycemia over 140, uric acid, HS-CRP). Here, NPPB is linked to Hyperglycemia.