As mentioned above, the factors associated with liver fibrosis in F ≥ 2 were the Mac-2 bp levels and the FIB4 index (Table 4), and the Fuc-Hpt levels and FIB4 index in F ≥ 3 (Table 5). Here, MRS2 is linked to Hepatic fibrosis.