Using the direct transesterification method proposed by Jo et al. (2014) ), the lipids were determined to be composed of FAMEs. The protein content was analyzed using a micro-Kjedahl method.The ash content was determined by comparing the sample weight before and after heating in a furnace at 600 °C for 12 h.