Gold nanorods bind to exosomes via electrostatic interactions between cetyltrimethylammonium bromide and lipid membranes on exosomes, enabling quantitative detection of several surface protein markers on exosomes derived from breast cancer cell cultures and human epidermal growth factor receptor 2 (HER2)-positive breast cancer patients. Here, ERBB2 is linked to breast carcinoma.