Positive correlation was common between NDRG1 and genes associated with angiogenesis, glycolysis, hypoxia, and basal cell lineage, illustrating that high NDRG1 expression is more common in ER− breast cancers (Fig. 1c, d, Additional file 2: Table S2). This evidence concerns the gene NDRG1 and breast cancer.