Notably, some important pathways were specifically deregulated in CLL such as ErbB, B cell receptor, PI3K-Akt, Wnt signaling, and MAP Kinase signaling (Fig. 2d and Additional file 2: Figure S1D). This evidence concerns the gene AKT1 and B-cell chronic lymphocytic leukemia.