Gene knockout technology is a powerful tool for advancing aquaculture research, supporting selective breeding programs, and deepening our understanding of the genetic basis and biological functions of aquatic species. Over the past several years, a range of innovative methods for genetic modification have been developed and successfully applied across different fish species.