Arsenal loanee Folarin Balogun grabbed a point for his side after scoring in the 90th minute mark against PSG.
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Brazilian, Neymar, scored in the 51st minute to give PSG the lead and were few minutes from securing a narrow 1-0 victory.
Balogan was put through on goal by Kamory Doumbia and the young Arsenal academy prospect rounded Donnarumma slotting home to make it even.
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The goal means he now has 12 goals in 20 games for Reims in the French League.