We investigate the role of inertial particles within a semi-dilute particle-laden turbulent channel flow at $\mathrm{Re}_\tau = 180$ and show significant drag reduction or increase. The increase of decrease in drag is dependent on particle inertia while the magnitude of change in drag is dependent on the mass loading.