Water-soluble substances are polar molecules, i.e., they have electrically charged areas. These molecules get the description “water-soluble” because they are soluble in water, a polar molecule too.
***-soluble substances are non-polar molecules, i.e., they are electrically neutral. They get the description “fatsoluble” because they dissolve other non-polar substances.