Memory managing fully removing an item from a dictionary of GameObjects – Unity

When you have a dictionary that looks like Dictionary<string,GameObject> dictionaryOfGameObjects, for removing an item from the dictionary, do you have to Destroy(gameObject) and dictionaryOfGameObject.Remove(stringid) as well?