The former Arsenal attacker has penned new terms to 2028 with the Yellow Submarine.
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Pepe joined Villarreal last summer as a free agent and had less than a year to run on his previous deal.
Particularly decisive in the final part of last season, his contribution was crucial to Villarreal's qualification for next season's Champions League.
He made 28 appearances last season, scoring three goals and making six assists.