WASHINGTON -- The Food and Drug Administration released proposed guidelines on how to regulate genetically engineered animals, in a move that is expected to pave the way for them to enter the food supply.

The biotech industry has long sought to use such technology on fish, pigs, cattle and other animals to produce ones that grow faster or possess desirable traits, such as high fiber content or resistance to illnesses such as mad-cow disease.

According...