Furthermore, the integration of biotechnological approaches, such as the genetic modification of dye-producing plants, has been explored to increase dye content and facilitate extraction. reported on the development of stable natural colorants through genetic modification, which can potentially improve yield and consistency in dye quality . While this approach holds great promise, ethical concerns and regulatory hurdles associated with genetically modified organisms (GMOs) must be considered.