Nasal breathing is preferred over mouth breathing because most of the oxygen is absorbed from the air while exhaling. The outlet of nose is smaller than the mouth due to which nose creates more air pressure which leads to slower exhalation and greater time for oxygen to get absorbed.
Nose is connected to lungs and heart through nerves and not breathing through nose will lead to disturbed heart rate and blood pressure.