Nevertheless, among the exclusively dysregulated genes in the Lebanese population, we mention COL11A1, COL10A1, MMP1 and MMP13 that were significantly upregulated in breast tumor tissue compared to adjacent non-tumor tissue, making BC in this population more aggressive with increased tumor migration and proliferation. This evidence concerns the gene MMP13 and breast neoplasm.