The Guardians placed Brennan on the 10-day injured list Thursday due to left forearm inflammation.
Brennan will be eligible to return from the IL on May 30, although it's not clear whether he has a chance for activation on that date. He picked up just one hit in 11 at-bats since being recalled from Triple-A Columbus in mid-May.