Is it possible to get a credit card reinstated if a creditor has closed the account?

A credit card company closed an account I have with them, my limit was 4500 and my balance was $3800. They closed the account out of the blue, then sent me a notice they were doing so. Is it worth trying to have them reopen the account? I generally have very good history making payments on time.