"We found an agreement with Newcastle. We gave Loic permission to negotiate with them," Labrune told French radio RMC.
According to media reports, the English Premier League club will pay a 10.5-million-euro fee for the 26-year-old Remy, who has 17 caps and has scored four goals for France.
Remy, who was in Marseille's squad for their Ligue 1 game at strugglers Sochaux on Sunday, had left his team-mates to discuss terms with the Premier League side, a source close to the club said.
Injury-prone Remy, who joined Marseille in 2010 and scored 27 goals in 60 league appearances in his first two seasons with them, has been struggling to find his form since a thigh injury ruled him out of France's squad for the Euro 2012 finals.
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