Titanium dioxide is probably the whitest substance known (?). if you substitute other minerals, such as ZnO or BaSO4, you will have less brightness / whiteness, and change other properties (yellowing as Andrei mentioned for ZnO).
You need to decide if you are substituting on a volume fraction basis, as this will affect the density of the compound, based on these mineral densities: