Genetically engineered fruit. Conceptual computer illustration of a fruit with the external structure of an apple and the internal structure of a tomato. Genetic engineering involves altering the DNA (deoxyribonucleic acid) of an organism. This inherited substance controls the development and functioning of all living organisms. Traits to do with taste or structure may be introduced to or exchanged between plants.