Overall, our findings shed light on site-dependent and phenotype-dependent fibroblast conditioning, resulting in differential FN matrix accumulation as it relates to changes in the tumor microenvironment throughout primary tumor development, invasion, and macrometastasis. Here, FN1 is linked to neoplasm.