bush nasturtium bush·nas·tur·tium uncommon noun 1. annual with deep yellow flowers smaller than the common garden nasturtium Synonymsbush nasturtiumTropaeolum minus Related words Broader terms nasturtium WordNet 2.1 (Princeton University). WordNet 2.1 Copyright Princeton University. All rights reserved.