I remember this. Good movie I thought at the time.
King was a hated bastard, but the hidden theme of the movie was that he gave the other prisoners something to focus their hate on in the midst of a Japanese POW imprisonment.
Brother Rat original trailer 1938
http://www.tcm.com/mediaroom/video/175406/Brother-Rat-Original-Trailer-.html
A comedy, set at VMI.