In a large bowl, lightly toss bread and water. In a skillet, saute celery, onion and mushrooms in oil until tender, stirring constantly. Stir into bread mixture. Add remaining ingredients; mix well. Place in a greased 2-qt. baking dish. Cover and bake at 350 degrees F for 30 minutes.