The interchangeability of the Mardsen-Weinstein reduction procedure and the Konstant-Soriau geometric quantization is studied by detailed examination of a concrete dynamical system - the so called MIC-Kepler problem. It is proved that some stages of reduction plus geometric quantization technique produce the complete quantum of the system while others give part of it or nothing.