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Jinghua Yang et al. provide the de novo assemblies of the transcriptomes of wasabi, horseradish and mustard to examine the evolution of specialized glucosinolates. This study demonstrates convergent evolution of super-accumulation of sinigrin in these taxa and may allow for potential strategies to engineer metabolic pathways of bioactive compounds for human food sources or pharmaceutical purposes.