This study analyzed GC data from TCGA and GEO databases using unsupervised clustering of LMRGs and defined three subgroups, and then we focused on the CCDC80 gene and its relationship with immune cell infiltration, drug sensitivity, and clinical prognosis in GC. Here, CCDC80 is linked to gastric cancer.