A chromosome-level genome has opened a new window into how Hemsleya ellipsoidea, a medicinal cucurbit known as Xuedan, evolved its unusual ability to accumulate cucurbitacin IIa (CuIIa), a bioactive triterpenoid associated with anti-inflammatory and antibacterial activities.