Growth trajectories are ''infinite-dimensional'' traits: each individu
al is described by a curve that represents an infinite number of measu
rements. Recently developed methods allow genetic variation in infinit
e-dimensional traits to be quantified. This framework is outlined, and
illustrated with data on mice. Applications of the infinite-dimension
al approach to problems such as sire evaluation and QTL mapping are su
ggested.