Provided are a vortioxetine analogue as shown in formula I or a polymorph or a solvate thereof, a composition and a kit comprising the analogue, polymorph or solvate, the use of the analogue, polymorph or solvate in the preparation of a drug for treating depression, a method for preparing the analogue, and intermediates in the method.