CLDN18-ARHGAP fusion gene of gastric cancer generates an immunogenic neoantigen, which induces neoantigen reactive T cells specifically targeting and eliminating gastric cancer cells with CLDN18-ARHGAP fusion gene. Here, CLDN18 is linked to gastric cancer.