Like many of Clowes' extended works, Like a Velvet Glove Cast in Iron originally appeared in serial form in his comic book Eightball (issues #1-#10, 1989-1993) but has been reprinted as a trade paperback.
Velvet Glove has since been reprinted many times, and is currently in its sixth edition.