A few repeated cycles of diluted isopropyl alcohol in hottest tap water should do the trick for you.
If not, pull your airbrush apart and soak the components, except the rubber ones, in undiluted isopropyl alcohol overnight and rinse in hot tap water afterward.
Good luck