Whereas the level of water-soluble vitamins (mainly of the B group) is comparable, this is not at all the case for the fat-soluble vitamins (especially vitamin A). For example, whole milk contains twice as much vitamin A as unfortified semi-skimmed milk, and skimmed milk contains none, unless fortified.