Spray 13x9-inch (3-quart) glass baking dish with cooking spray. Arrange bread cubes in baking dish. Spoon vegetable mixture over bread cubes. In medium bowl, beat eggs, milk, oregano, salt, black pepper and red pepper with whisk. Pour egg mixture over vegetables. Sprinkle with cheese. Cover; refrigerate 4 hours or overnight.