Hi, went through Booth's records, which are not 100 percent complete. All that I could find on Dempsey Applewhite and William F Brown is what you have, unit and date of enlistment.
Not sure if you did, but you can ask the same question about John C Applewhite on the Mississippi Board.
Sorry could not be of more use.
JIMT