Cream cheese is a thicker and richer substitute for sour cream, giving your pound cake a denser texture. hen using cream cheese instead of sour cream, be sure to use full-fat cream cheese as it has a higher fat content than reduced-fat or non-fat varieties. You may need to adjust the amount of liquid in the recipe since cream cheese is thicker than sour cream.