Depleted Uranium is definitely radioactive. It's depleted but there are still radioactive isotopes in it. It's relatively same to handle until it's fired and some of it turns to dust. The dust is both poisonous and radioactive. The toxicity of it is probably worse than the radiation but they're both still bad.