PDF's are great when they work, but one of the small issues with printing in general is that the process tends to strip out some stuff you want as well.
Background colours or images may be lost upon printing, so to keep them, go to File > Print > Options and tick the "Background colours and images" option.
That should generate a beautiful PDF with background colour for you.
