Plant native to the Arabian Peninsula (4)
I believe the answer is:
aloe
(Other definitions for aloe that I've seen before include "shrub" , "Succulent plant (may be bitter!)" , "Bitter drug from a leaf juice" , "Fleshy-leaved plant" , "Plant source of purgative drug" .)