In contrast, expression of the macrophage colony stimulating factor-1 (CSF-1) response pathway, previously identified as a poor prognostic marker in breast cancer [41], predicted poor outcome in the group III subclass of LMS [40, 42]. This evidence concerns the gene CSF1 and breast cancer.