Reduction of macrophages through anti-CSF1 antibodies in the MMTV-PyMT mouse model led to reduced macrophages, diminished collagen deposition, reduced LOX expression and collagen crosslinks, and decreased lung metastasis, particularly when treatment occurred before the onset of tumor invasion [164]. Here, LOX is linked to neoplasm.