Michel Mulloy was due to take up his new role on Oct. 1.
The Archbishop of St. Paul and Minneapolis announced the investigation.
John Nienstedt resigned in disgrace from the archdiocese in 2015
Archbishop Bernard Hebda issued an apology to victims on Tuesday.