It would depend on the objectives of increasing the oxygen distribution in the body. If you just want additional endurance, just use Cardarine GW - it will not increase the amount of oxygen in the body, but it will definitely give a drastic increase in endurance.
If you just want more oxygen, @muskate got you well covered with the supplements and micro-elements needed for that.