The expression of several extracellular matrix and collagen genes has been related to invasion and survival in other tumors [43-45], and studies in breast cancer described two types of stromal responses: a fibromatosis-like stromal gene signature and a CSF-1 macrophage stromal gene signature [46]. The gene discussed is CSF1; the disease is breast cancer.