Depends on which types of nano-particles it is. Some will stay and do no harm. some will in time be removed by the immune systems general cleanup and some will be metabolized.
But many places in the body is already filled with non-removable nano-particles. The lung tissue is lined with small stuff that be breath in and can't be removed.