It comes from the Latin word Sinae, Latin for Chinese. Precisely from this derivation:

The terms "sinology" and "sinologist" were coined around 1838,[2] and use "sino-", derived from Late Latin Sinae from the Greek Sinae, from the Arabic Sin which in turn may derive from Qin, as in the Qin Dynasty.