PTPN1 and Insulin resistance: Besides, astaxanthin is first shown to improve insulin resistance through the PTP1B/PI3K/Akt axis, which promotes the use of astaxanthin in aquafeeds and provide a potential strategy to improve the utilization of dietary carbohydrate in carnivorous fish.