Appropriate word 

Being a non-native speaker of English, I sometimes need a help on syntax and correct wording. I'll be thankful if you help me about a certain verb: A group of people decide to form a new political party and they leave their former party. In this case what may be  the correct verb; issue, exit, leave, renounce or any other verb. Cheers.