Clinically, HNF-1α (MODY3) and HNF-1β (MODY5) mutations are closely associated with dyslipidemia, proteinuria, and CKD progression, with lipotoxicity serving as a key pathogenic driver. This evidence concerns the gene HNF1A and chronic kidney disease.