Cosmetic compositions comprising non-natural, non-proteogenic amino acids and methods of using such compositions to impart antiaging benefits to the skin are disclosed. The non-natural, non-proteogenic amino acids are believed to have modulatory activity against one or more biochemical pathways implicated in skin aging, and in particular, are enhancers of LOXL-1.