NS is a group of syndromes caused by various kidney diseases, characterized primarily by significant proteinuria (greater than 3.5 g/day), hypoproteinemia (serum albumin <30 g/L), edema, and hyperlipidemia (Tian et al., 2023). The gene discussed is ALB; the disease is hyperlipidemia.