CXCL1 and breast cancer: Notably, a gene expression profile of human breast cancer tumor stroma that was associated with poor prognosis also showed elevated CXCL1, although the specific cell source for this secreted CXCL1 factor is difficult to determine in vivo due to potential cross contamination from breast cancer epithelia and stromal cells [8].