A semiconductor structure includes a substrate, a bit line, and a first isolation layer. A groove is set in the substrate. A bottom end of the bit line is set in the groove. The first isolation layer is at least partially set on a sidewall of the bit line, and the first isolation layer is in direct contact with the bit line.