I believe the answer is: federal power versus states' rights
The difference regarding this issue become more intense when both parties debated the matter regarding slavery. The Democratic parties believe that the states have the right to determine the type of regulations that they want regarding slavery while the republican parties believe that the states had to conform to the federal regulations to stop slavery.