1 Introduction Aquatic foods have long served as a crucial source of nutrition for millions [1, 2]. In recent years, demand has increased due to population growth, rising incomes, and shifting consumer preferences [1, 3, 4]. However, wild-caught fisheries alone can no longer meet this increasing demand, as landings have either stagnated or declined [5, 6].