Guo et al. utilized multiplex immunofluorescence to examine the distribution of LAG-3, PD-L1, and CD8+ T cell expression in HCC tissue after hepatectomy compared to matched non-tumor tissue in patients. Here, LAG3 is linked to neoplasm.