Although not poisonous, portobello mushroom gills aren't the tastiest part of the mushroom. They're also hard to clean. For this reason, the gills are usually removed, along with the mushroom's fibrous stem. Instead of tossing the gills and stems, they can be used to make mushroom soup broth.