In the three expression studies of breast cancers [35],[36],[47], we found a consistent inverse relationship (p<0.0001) between the acidosis and Akt pathway signatures – tumors with strong acidosis response tend to manifest low Akt pathway activities while tumors with low acidosis response manifest high Akt pathway activities (Figure 6B and Table S11). Here, AKT1 is linked to breast carcinoma.