A comprehensive characterization of CACs and their tumor microenvironment (TME) by scRNA-Seq identified an increase of specific macrophage subtypes in Mir34aΔMye CACs as well as elevated levels of Csf1r expression in Mir34aΔMye macrophages. This evidence concerns the gene CSF1R and neoplasm.