One song by that title is an old twelve bar blues number recorded in the early 1950's and traced back to Duke Ellington. Another is a more recent Guns-n-Roses hit.
Its by Guns'n'Roses and it is about a bottle of wine called Night Train. They were poor but still wanted to drink so they bought the cheapest stuff they could