ERBB2 and breast carcinoma: Further analysis of other breast cancer subtypes revealed that the inverse correlation between hypoxia gene signature and immune gene activity was also observed in HER2+ breast cancer but not in luminal breast cancers, which were less aggressive and less hypoxic (Fig. 1b).