The winger left St James’s Park in 2015 after scoring the goal that kept the club in the Premier League.
Gutierrez, now playing in his native Argentina, tweeted a link to a story about five memorable victories against this afternoon’s opponents Wolverhampton Wanderers.
The 36-year-old scored in two of them in 2011.
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Gutierrez tweeted: “Beautiful and pleasant memories. Many thanks to @NUFC and all their supporters, always in my heart. We will meet soon.”