More generally, 抜ける as a transitive verb means “to go through, to pass through; to escape from a situation or location; to briefly leave your post” [*]; extracting things is 抜く.
[*] mix of senses from EDICT and Daijisen; the EDICT entry could arguably use beefing up with more transitive senses.