An integrated circuit (IC) structure includes an active device over a bulk semiconductor substrate, and an isolation structure around the active device in the bulk semiconductor substrate. The isolation structure includes: a polycrystalline isolation layer under the active device, a trench isolation adjacent the active device, and a porous semiconductor layer between the trench isolation and the bulk semiconductor substrate.