Simple diffusion involves the movement of molecules without the aid of membrane proteins. Molecules like oxygen, carbon dioxide, and lipophilic substances pass directly through the lipid bilayer. The rate of simple diffusion depends on the concentration gradient, the temperature, and the nature of the diffusing molecules.