(3) Oncological applications: Nano-enhanced biosensors based on AuNPs and other nanomaterials have facilitated the detection of key cancer biomarkers, including HER2 (breast cancer), prostate-specific antigen (PSA, prostate cancer), and AFP (liver cancer). The gene discussed is KLK3; the disease is breast cancer.