This review systematically summarizes 226 secondary metabolites reported from I. lacteus, covering their chemical classification, biosynthetic features, biotransformation capabilities, and biological activities, and the potential applications of I. lacteus metabolites in agriculture, food chemistry, and sustainable bio...