Cook sausage in a skillet, stirring until it crumbles and is no longer pink; drain well.
Arrange bread cubes in bottom of a lightly greased 13- x 9-inch baking dish. Top with sausage and cheese.
Whisk together eggs and next 4 ingredients; pour evenly over cheese. Cover and chill 8 hours.
Let stand at room temperature 30 minutes. Bake at 350° for 45 minutes or until set.
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