Surgery for Pituitary Tumors. Pituitary tumor surgery involves removing all or most of the tumor that's growing on your pituitary gland. But what type of surgery you have depends on the type of pituitary tumor you have, as well as the tumor's size and shape. Surgery is typically needed for 2 reasons: If the tumor is pressing on your optic nerves, which can potentially lead to blindness.