I saw your post and found it interesting as my maternal grandmother was born in Pittsburg, Tishamingo, MS (now Iuka). Thought I'd check it out. I found this article and thought that it might answer your question.
http://mshistorynow.mdah.state.ms.us/articles/386/iuka-a-strange-civil-war-battle-in-northeast-mississippi