Pruning Peruvian Lilies: How And When To Prune Alstroemeria Flowers - Alstroemeria plants grow from tuberous rhizomes. The plants benefit from deadheading but you may also want to try pruning Peruvian lilies to create shorter, less leggy stems. Learn the how and when of pruning in this article.