Brennan first lost to Jack Dempsey in a non-title fight on February 25, 1918 in Milwaukee, Wisconsin in a sixth-round technical knockout.
Appearing to be in better condition than he was in their first meeting, for the first nine rounds of the Dempsey title fight on December 14, 1920 in boxing's greatest venue, Madison Square Garden, Brennan held his own against the Champion.