The improved structural stability of PD NFs and PYY NFs ensures their selective tumor accumulation, effective intra-cellularization, and high photothermal conversion in the biological environment, leading to tumor ablation without recurrence or detectable side effects. This evidence concerns the gene PYY and neoplasm.