In this study, the Cr2O3 nanosheet (Cr2O3 NS) reinforcing Cr-Zr-O coating was developed as hydrogen isotope permeation barrier. The effect of Cr2O3 nanosheet concentration on morphology, microstructure and deuterium permeation resistance of the coating was studied. With 1.0 g/l Cr2O3 nanosheets addition, PRF of the resulted coating was enhanced by 130 % as compared with the Cr-Zr-O coating without nanosheets. The hybrid coating, with a thickness of nearly 193 nm, achieved a comparable deuterium resistance that is above two orders of magnitude higher than the steel substrate. The results show that ceramic nanosheets can serve as effective fillers for enhancing the coating performance when functioned as hydrogen isotope barrier.