The message comes with only two rounds left of the French league.
PSG are currently second, five points behind the league-leading Champions League winners in Lyon.
"These events and comments, if confirmed, will be incompatible with the sporting and human values of Paris Saint-Germain."
"Taken in agreement"
PSG states that they take the situation that has arisen very seriously, and that the club intends to get to the bottom of the situation.
The decision to suspend Ollé-Nicolle must have been made in agreement with the coach, but PSG emphasizes that it must not be seen as a preliminary decision in the goal.
The case will now be the subject of internal investigations.
The Swedish national team defender Amanda Ilestedt plays for PSG.