When sanding your MDF is completed ... Open your water-based paint and begin preparing it (in most cases you will need to ...
You opted for a complete door makeover, including new paint; you can do the prep and paint together. Or, if you were matching your MDF to your existing door, you'd need to paint the pieces separately.