General rule, don't add an interaction term to model unless you have a theoretical justification. Just testing variables is a bad idea. Second, do you have enough data in your model to support extra terms? Also, keep the base terms for the interaction in the model. Lastly, people like to center term that are in an interaction, given they are continuous variables.