Can fetishs and addictions be genetic?

She shares my love of purses (and yes that is a Vera in Cupcake Pink). This, and the fact that when we were at the Coach outlet she pointed at a hot pink one and said, "URSE!", makes me certain that a purse fetish can be genetic.