  Since their introduction in the early sixties, the R\'enyi entropies have
been used in many contexts, ranging from information theory to astrophysics,
turbulence phenomena and others. In this note, we enlighten the main
connections between R\'enyi entropies and nonlinear diffusion equations. In
particular, it is shown that these relationships allow to prove various
functional inequalities in sharp form.
