A body K is called polynomially integrable if its parallel section function Vn−1(K∩{ξ⊥+tξ}) is a polynomial of t (on its support) for every ξ. A complete characterization of such bodies was given recently. Here we obtain a generalization of these results in the setting of dual quermassintegrals. We also address the associated smoothness issues.