In 2015 Rounder released George Thorogood and the Delaware Destroyers, a new remix of the album featuring the three-piece band as originally recorded and mixed. It omits the bass overdubs by Billy Blough which were added after the original recording sessions. It also adds the previously unreleased Elmore James track "Goodbye Baby".
^The song is titled "One Bourbon, One Scotch, One Beer" but is a medley of that tune preceded by "House Rent Boogie", also called "John L's House Rent Boogie". The songwriter is credited as John Lee Hooker, who was indeed the author of "House Rent Boogie". John Lee Hooker's version of the "One Bourbon" half of the medley was used by Thorogood and Rudy Toombs, the writer of the original "One Bourbon" was not credited on the album.