Looking for Bonner with Link to Cherokee IN Alabama and Mississippi

My father Clyde BONNER(1914-1991) and his sister, Margaret BONNER, both were told that they were part Cherokee on their paternal grandfather's, Dillard Franklin(a.k.a. Doc)BONNER's, side. I have been unsuccessful in finding a connection. Any help would be appreciated.