The Bayern Munich player has a groin injury, the Dutch Football Association (KNVB) said in a statement on Wednesday.
Goalkeeper Maarten Stekelenburg and defender Hedwiges Maduro also withdrew from the squad due to injury earlier this week.
The Dutch, who have already qualified for next year's finals, host Group E rivals Moldova on Friday and visit Sweden on Tuesday.
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