ERBB2 and cancer: Triple-negative tumors display the highest density of N2 infiltration and the strongest association with poor outcomes, while HER2-positive and hormone receptor–positive cancers exhibit more variable polarization patterns shaped by oncogenic signaling and treatment modalities.