Based on cell marker information collected from database CellMarker (Zhang et al., 2019), we observed marker genes of diverse infiltrated immune cells also significantly differentially expressed between variant and non-variant HCCs during tumor development Among these immune marker genes, exhausted CD4+ and CD8+ T cells accounted for critical proportions (Supplementary Materials). The gene discussed is CD4; the disease is neoplasm.