Immune cells are able to regulate and predict the process of immunotherapy through related hub genes, including a variety of immune cells in the process of tumor immunity, such as CD8+T cells, tumor-associated macrophages, natural killer cells, eosinophils, etc (41–43). Here, CD8A is linked to neoplasm.