We surprisingly find that FAP expression level is remarkably related to the infiltration of tumor-associated fibroblasts, macrophages, myeloid dendritic cells, endothelia cells as well as hematopoietic stem cells in most types of cancers. The gene discussed is FAP; the disease is cancer.