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Liverpool captain Henderson suffered a knock during Sunday's loss away to Belgium, while Manchester City forward Sterling has withdrawn because of a calf problem.
An FA statement issued Monday said the two players had returned to their respective clubs for further assessment.
England manager Gareth Southgate will now continue his preparations for his side's final game of the year with a 22-man squad.
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