The present disclosure relates to semiconductor structures and, more particularly, to active and passive radio frequency (RF) components with deep trench isolation structures and methods of manufacture. The structure includes a bulk high resistivity wafer with a deep trench isolation structure having a depth deeper than a maximum depletion depth at worst case voltage bias difference between devices which are formed on the bulk high resistivity wafer.