1. Cost: The preparation and use of colloidal gold can be expensive compared to other labeling methods. 2. Size: The relatively large size of gold nanoparticles can sometimes hinder their penetration into dense tissues or tightly packed cellular structures. 3. Background Noise: Non-specific binding of gold particles can result in background noise, complicating the interpretation of results.