The 1920s to 1950s renderings of what people thought the future would look like are full of things like personal jetpacks and flying cars.
Mutagenesis was invented in the 1920s by Lewis J. Stadler of the University of Missouri who pointed X-rays at some barley seeds and noticed that the resulting plants were all different colors and had a variety of mutations.