Edit: Technically I mean the Byzantine empire.
I'm not sure I understand your question. Most people, when they refer to Rome, mean the western Roman empire, which fell in 476 CE - roughly 150 years before the emergence of Islam. Do you mean the eastern Roman (Byzantine) empire?