Let G be a torsion-free hyperbolic group and α an automorphism of G. We show that there exists a canonical collection of subgroups that are polynomially growing under α, and that the mapping torus of G by α is hyperbolic relative to the suspensions of the maximal polynomially growing subgroups under α.