Cream shortening and butter with sugar; beat in lemon juice and egg yolks. Fold in egg whites.
Sift together the flour, salt, baking powder and nutmeg; fold into first mixture. Grease a 9x5x3-inch loaf pan, line with waxed paper; grease bottom of paper lining. Pour in batter; bake pound cake at 375° for 75 minutes.