The current invention relates to methods of targeted genetic alteration in plant cells, as well as to plant cells and plants thus obtained. In the method, a Cpf1 protein and a crRNA is employed to provide for targeted alteration, in particular increased biallelic alteration, of a DNA duplex with increased efficacy.