Gold nanoparticles are particularly favored in PPTT due to their biocompatibility, ease of functionalization, and strong LSPR properties. They can be engineered into various shapes, such as rods, spheres, and shells, each offering distinct advantages in terms of light absorption and heat generation. Additionally, gold's inert nature reduces the risk of toxicity, making it suitable for in vivo applications.