Let A be an abelian category with enough Projective objects and let X be a full subcategory of A. We define Gorenstein Projective objects with respect to X and YX, respectively, where YX={YÎCh (A)|Y is acyclic and ZnYÎX}. We point out that under certain hypotheses, these two Gorensein Projective objects are related in a nice way. In particular, if P (A) ÍX, we show that XÎCh (A) is Gorenstein Projective with respect to YX if and only if Xi is Gorenstein Projective with respect to X for each i, when X is a self-orthogonal class or X is Hom (-, X) -exact. Subsequently, we consider the relationships of Gorenstein Projective dimensions between them. As an application, if A is of finite left Gorenstein Projective global dimension with respect to X and contains an in- jective cogenerator, then we find a new model structure on Ch (A) by Hovey’s results in [14].