Based on the first-principle nonlinear gyrokinetic simulations, the electrostatic turbulence properties in the internal transport barrier (ITB) region of an Experimental Advanced Superconducting Tokamak (EAST) discharge (#93890) are investigated.Specifically, the ITBs with steep density and temperature gradients are located in the weakly negative magnetic shear region in the plasma center. In the linear stage, the growth rate and frequency of ion temperature gradient (ITG) mode increase significantly because of resonant excitation by trapped electrons. That is, the resonance between trapped electrons and ITG becomes strong, due to the precession drift reversal of trapped electrons by the negative magnetic shear and Shafranov shift. Meanwhile, the trapped electron mode (TEM) is stable in the ITB region, due to only a very small fraction of electrons precessing in the direction of the electron diamagnetic drift. Nonlinear simulations show that, after considering the nonadiabatic effect of trapped electrons, the heat conductivity of ions and the turbulence intensity increase by at least a factor of seven compared with the results only considering the adiabatic effect of electrons. The zonal charge density of trapped electrons can partially cancel with that of ions, which weakens the intensity of the zonal flow, and consequently reduces the zonal flow regulation and enhances the turbulent transport.