The Belgian defender has yet to make a first-team appearance for the Catalan giants since his move last August due to a hamstring injury sustained at the World Cup.
After surgery and months of rehabilitation, Vermaelen trained with his team-mates for the first time since December last month.
The 29-year-old has yet to receive clearance from Barca's medical team, though, so he is unlikely to feature at Parc des Princes.
Full-back Dani Alves has not travelled to the French capital due to suspension, with the Brazilian remaining in Barcelona for treatment on a sprained ankle.
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