In a retrospective, nested case–control study of breast cancer risk in 726 breast cancer patients and 734 matched controls with no cancer history, the association of circulating M-CSF levels with the risk of developing breast cancer was found to vary by menopausal status. Here, CSF1 is linked to breast cancer.