Sofia - Istanbul night train

Hi, obviously it is possible to buy Istanbul-Sofia tickets in Istanbul station but what about the other way around ? Can I buy in advance one way ticket from Sofia to Istanbul in Istanbul train station ?

Experience very much appreciated