Unraveling the genetic mysteries of alpine plants, a pioneering study presents a chromosome-level genome assembly of the medicinal herb Triplostegia glandulifera. The research uncovers the plant’s sophisticated genetic adaptations, including a whole-genome duplication event that significantly bolstered its cold tolerance and other alpine-specific survival traits.