Our study was the first to suggest a positive correlation between HOXB9 expression and the extent of infiltration of CAFs, MDSCs, and macrophages in specific types of tumors, which indicates that it is highly likely that HOXB9 impacts the development and prognosis of cancers by modulating the tumor microenvironment. Here, HOXB9 is linked to cancer.