If you are trying to cut back on added sodium, it's best to make homemade breakfast sausage. However, if you only have store-bought sausage, you can't do much to remove the salt. (The USDA states that washing, rinsing, or soaking meat does not reduce the sodium content). Try to reduce the amount of sodium you get by eating a smaller portion, and be sure to drink a lot of water.