In this paper, we incorporate random noise into a tuberculosis model with differential infectivity and show that the model has a unique global positive solution. Then we investigate the asymptotic behavior of this solution. Our analysis reveals that the asymptotic behavior of the tuberculosis equilibrium state depends on the intensities of noise as well as the parameters involved within the system. Finally, numerical simulations are presented to illustrate our mathematical findings.