Thrown out or incinerated, possibly sent to a lab first. When I had a Phalloplasty length reduction, a small amount of tissue was sent to the lab for testing (my surgeon was curious about the effects of urine on the neo-urethra) and the rest was simply thrown in the trash.
Joshua