If they're elementary, they consist of themselves. That's basically what "elementary" means: they're the simplest particles, so they're not "made of" anything, they just ARE.
According to string theory, everything is really "strings" vibrating in 10 or possibly 11 dimensions. However, as of yet no one's actually demonstrated that string theory is anything more than an intriguing mathematical game.