 This research paper provides insight into the genetic makeup of American ginseng, panaxquinquafolius L, and its potential use in the production of medicinal compounds. The authors used a combination of bioinformatics tools such as de novo assembly, gene annotation, and gene expression profiling to identify key enzymes involved in the biosynthesis of secondary metabolites. This information can be used to further understand how these compounds are produced and potentially improve their yield. This article was authored by Louis Edmond M.K., Song Jingyuan, Sun Yongjin, and others.