Oxygen in the air is what burns in the combustion chamber, which is why nitrous (oxygen rich) makes so much power when you inject it into the mix.
The more fuel (a catalyst for combustion) you introduce into the mix, the better combustion will be, hence you hearing that people raise fuel...