Standard Car-Parrinello molecular dynamics simulations are governed by classical equations of motion and the simulated system is basically a classical object. Since the introduction of Richard Feynman's path integral formulation of quantum mechanics big effort has been commited to apply the path integration concept to many body dynamical systems like molecules and solids. This resulted in the appearance of path integral Monte Carlo and molecular dynamics techniques. The latter allow for calculating average properties as well as dynamical behavior of atomic systems including quantum effects like ion dispersion and tunneling. Here we discuss some practical aspects of running path integral molecular dynamics simulations within the Car-Parrinello framework implemented in the CPMD code.