How did the Nazis carry our their policy of genocide? In the late 1930's the Nazis killed thousands of handicapped Germans by lethal injection and poisonous gas. After the German invasion of the Soviet Union in June 1941, mobile killing units following in the wake of the German Army began shooting massive numbers of Jews and Gypsies in open fields and ravines on the outskirts of conquered cities and towns.