A semiconductor structure is provided in the present disclosure. The semiconductor structure includes a substrate, a plurality of fins on the substrate, a plurality of isolation structures on the substrate, each formed on a top surface of the substrate between adjacent fins, and a power rail formed in at least one isolation structure of the plurality of isolation structures and further in the substrate, where a top surface of the power rail is lower than a top surface of the plurality of fins.