Why does the Chinese civilization historically have fewer similarities with other civilizations in Eurasia?

It seems Mesopotamian, Egyptian, Greek, Roman, Hebrew, Persian, Arabian, Western, Indian all have some degrees of cultural exchanges and interactions with each other's, but why it seems that Chinese is basically totally out of this?