Additionally, a strong correlation between RHBDF2 upregulation and immune checkpoint genes (PDCD1, CD274, LAG3, CTLA4, TIGIT, HAVCR2) was observed in HCC, and these immune checkpoint genes can contribute to tumor immune escape and promote tumor progression [45, 46, 47]. Here, LAG3 is linked to neoplasm.