In addition to the elements of the FIB-4 index, such as age, AST, and platelet count, significant differences were observed in eGFR, hemoglobin, low-density lipoprotein cholesterol, BNP levels, and dyslipidemia (Table 1). The gene discussed is NPPB; the disease is metabolic syndrome.