By using gauge transformation between two spectral problems, the relation connecting constraints of potentials and the transformation between two finite-dimensional Hamiltonian systems can be established, the integrals of motion for one integrable system can be derived from integrals for another system and shown to be in involution. For examples, two new finite-dimensional integrable Hamiltonian systems associated with modified second...