Consistent with previous analyses, higher levels of pretreatment AFP, NLR, AAR, ALBI score, SII, and decreased CALLY index and N/CRP ratio were associated with the presence of vascular invasion and last tumor size (Table 3). Here, AFP is linked to neoplasm.