A study by Lou et al reported strong association between EMT and upregulation of multiple immune checkpoint molecules including PD-1, CTLA-4, PD-L1, B7-H3, PD-L2, BTLA, and TIM-3 in lung adenocarcinoma 82. Here, PDCD1LG2 is linked to lung adenocarcinoma.