We study spectral properties of a wide class differential operators with frozen arguments by putting them into general framework rank-one perturbation theory. In particular, we give complete characterization possible eigenvalues for these and solve the inverse problem reconstructing from resulting spectrum. This approach provides unified treatment several recent studies gives clear explanation ...