Among the larger modules, we identified one associated with the cell-cycle (CDC2, CDC20, MYBL2, MAD2L1) consistent with many other studies showing the importance of cell-cycle genes in breast cancer prognosis [32,33]. This evidence concerns the gene MAD2L1 and breast carcinoma.