To date, accumulative evidence has indicated that TACE nonresponsiveness is associated with changes in the TIME, including the exhaustion of CD8 + T cells, proliferation of tumor-associated macrophages, and significant increases in immune checkpoint sites [10, 11]. This evidence concerns the gene CD8A and neoplasm.