The anti-EGFR nanobody 7D12 conjugation refined the cellular absorption and cytotoxicity of the micelles based on quantum dots in EGFR-overexpressing MDA-MB-468 triple-negative breast cancer (TNBC) cells. The gene discussed is EGFR; the disease is triple-negative breast carcinoma.