Misbah received the news early Sunday and headed to the airport with his wife and daughter as soon as the match ended.
Azhar Ali will take over as captain and no immediate decision was made about flying out a replacement before the second Test starts in Hamilton on Friday.
New Zealand won the first Test by eight wickets midway through the fourth day.
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