Using mIF and image analysis approaches, we evaluated the location and abundance of LAG-3, FGL1, PD-L1, and CD8+ T cells in 143 pairs of HCC and matched non-tumor liver tissues. This evidence concerns the gene LAG3 and neoplasm.