A thin layer of lattice matched wide bandgap semiconductor material having semi-insulating properties is employed as an isolation layer between the substrate and a vertical stack of suspended semiconductor channel material nanosheets. The presence of such an isolation layer eliminates the parasitic leakage path between the source region and the drain region that typically occurs through the substrate, while not interfering with the CMOS device that is formed around the semiconductor channel material nanosheets.