PCA‐based dimensionality reduction of SERS signals further reveals distinct clustering for different APOE isogenic genotypes, with tau protein secretion increasing from APOE2/E2 to APOE4/E4, providing direct insight into the APOE–tau axis in AD. The gene discussed is APOE; the disease is Alzheimer disease.