Immune checkpoint blockade (ICB) gene analysis further revealed significant upregulation of LAG3, PDCD1, PDCD1LG2, HAVCR2, and CD274 in the solid pattern adenocarcinomas (Figure 3F, Supplementary Figure S3F). Here, HAVCR2 is linked to adenocarcinoma.