One of the major concerns with cadmium-based QDs is toxicity. Cadmium is a heavy metal, and its use raises environmental and health concerns. The potential release of cadmium ions during the use or disposal of QDs can lead to toxicity in biological systems, necessitating the development of safer, alternative materials or robust encapsulation methods to mitigate these risks.