It’s hard to tell without actually trying but I don’t see why it won’t work with the theme you are wanting to use.
As far as the payment processing… it will be a lot easier if you can use eStore for creating the buttons to accept membership payment. You should also be able to hook eMember to the build in ecommerce functionality of the theme but this will require you to understand code and hook up the post payment membership creation process.