After application, positively charged RVRR could be broken by furin enzyme and caused the charge of AuNPs converted to zwitterionic, which further led to electrostatic aggregation of AuNPs in acidic pH, resulting in prolonged tumor retention and enhanced PA signal. The gene discussed is FURIN; the disease is neoplasm.