The present invention is in the field of plant genetics and biochemistry. More specifically, the present invention relates to genes and polypeptides associated with the tocopherol biosynthesis pathway, namely those encoding homogentisate prenyl transferase activity, and uses thereof. In particular, the sequence of the HPT2 gene from Arabidopsis thaliana is disclosed for expression in any plant species to increase the levels of tocopherol.