HP is a numerical stat that represents the survivability of the player. It depletes when damage is received and can be restored by healing. When it reaches zero, death occurs.
The main way of increasing HP is through adding points to the Vigor stat when leveling up.
It can also be passively raised while wearing certain items, like the Life Ring. These items can be stacked to further increase HP.