The present invention is concerned with a plant extract comprising a mixture of di-O-D-galactosyl-di-O-acylglyceride with phytosphingolipids and phospholipids, as well as with a method for the preparation thereof through a physical extraction in the presence of water and ethanol. Such an extract can be used, in particular, in pharmaceutical, cosmetic and food compositions.