Currently, there are no commercially available plant-based products that replicate the flavor profile of roasted fish. As the increasing demand of plant-based meat in the recent years, the exploration of plant-based meat flavors holds significant importance. This study revealed that a blend of lysine, leucine, glutamic acid, alanine, cysteine, glucose, and algae oil (rich in docosahexaenoic acid, DHA), when subjected to heating in low pH, generated the distinct flavor like roasted mackerel. The precursor, mechanism and flavor note were investigated. Key aromatic compounds such as isovaleric acid, octanoic acid, 1,5-octadien-3-one, 2,4-octadienal, 2-octenal, furaneol, 2,5-furandicarboxaldehyde, and 2-pentenylfuran were found as important contributors in the reaction flavor model. These compounds primarily derived from heat-induced lipid oxidation, lipid degradation, and Maillard reaction of these plant-based ingredients. The development of plant-based meat flavors is crucial for promoting the substantial progress of plant-based meat products.