Is it possible to get something off my report when I have already closed that account?

I've heard I can request my account to be re-opened if they agree to remove the bad stuff but then won't it hurt my report to open my account again?  I already have 4 credit cards open.  If it matters, it didn't affect my score at all when I closed it - as I thought it would.