Written by Kate Leth (Fraggle Rock) and illustrated by Drew Rausch (My Blacks Don't Match!), the comic will continue the story following the events of Tim Burton's Johnny Depp-starring 1990 film, reported Digital Spy.
The five-issue miniseries will apparently feature the little girl who Winona Ryder's character told her story to in the movie.
"In a castle just outside a sleepy suburban town, a brilliant inventor created Edward Scissorhands... But left him tragically unfinished," reads IDW's solicitation.
"Two generations of exile have left Edward digging through abandoned experiments, but once he wakes up a creature left buried, he discovers he isn't the only one missing a vital piece.
'Edward Scissorhands #1' will be released in October.