I'm not so sure this is accurate, the Romans certainly knew of China at least, to them it was called Serica, and they believed in a Manifest Destiny myth that they would one day conquer it.
Which would have been fukkin' wild if it did play out, I think by that point the capital would have moved to Samarkand or somewhere else in Central Asia just to be able to maintain regulation over the silk road.