COL11A1, COL10A1, MMP1 and MMP13 are highly expressed in aggressive molecular subtypes (basal and HER2 tumors) in the Lebanese as their expression increases tumor migration and proliferation. The gene discussed is MMP1; the disease is neoplasm.