Hollywood has always perpetuated the myth that when you are in an air tight room you'll die as you run out of oxygen. The CO2 poisoning will kill you before you run out of oxygen.

So, if you're sitting in a nuclear shelter, remember to get the CO2 scrubbers working first, then worry about the low oxygen.