It has been found that the use of a plant cell in which a function of a protein involved in repair by nonhomologous end joining is artificially suppressed dramatically increases the efficiency of introductions of non-silent mutations in a repairing process by nonhomologous end joining which occurs after induction of a DNA double-strand break with a zinc finger nuclease.