Depends on how deadly your talking about. I read a story about a guy that cleaned some metal parts with parts cleaner, and then welded on it. He didn't wash off the parts cleaner good enough and when he went to weld, a puff of very very very toxic smoke went up in his face. Nothing happened for a few days then he got very sick and in fact almost died.