Hypoxaemia can lead to hypoxic brain injury, without a doubt but patients with severe COPD depend on the hypoxic drive to breathe, where supplemental oxygen will kill them. What is bothering me somewhat is the implication that breathing with a mask on is effectively rebreathing all of your own exhalations..