Tom Waits composed "Downtown Train" for his 1985 album "Rain Dogs".

Patty Smyth recorded the tune for her 1987 solo effort "Never Enough" with help from members of her former group "The Hooters".

Rod Stewart hit the top five with "Downtown Train" in 1989 from his "Storyteller" album.