The present disclosure generally relates to semiconductor structures and, more particularly, to a deep trench capacitor, integrated structures and methods of manufacture. The structure includes: a conductive material formed on an underside of an insulator layer and which acts as a back plate of a deep trench capacitor; an inner conductive layer extending through the insulator layer and an overlying substrate; and a dielectric liner between the inner conductive material and the conductive material, and formed on a sidewall of an opening within the insulator layer and the overlying substrate.