Heat oven to 375°F. Coat 6 muffin cups or glass custard cups generously with no-stick cooking spray.
Divid eggs evenly into prepared muffin cups. Top with sausage patty. Whisk pancake mix and water together in medium bowl until smooth. Pour evenly over sausage.
Bake 14 to 16 minutes or until toothpick inserted in center comes out clean. Cool 2 minutes. Invert onto baking sheet. Sprinkle immediately with cheese, if desired. Serve warm with syrup.