Thick horizontal underground stem of plants such as mint and iris (7)
I believe the answer is:
rhizome
(Other definitions for rhizome that I've seen before include "Subterranean plant stem" , "part of plant" , "Underground rootstock of a plan" , "Underground plant stem producing roots and shoots - zero him (anag)" , "Root" .)