In this work a possibility to observe TeV-scale gravity signals at the LHC is discussed. The ADD scenario with large extra dimensions and KK-modes virtual contribution into Drell-Yan processes are considered. A full simulation and reconstruction analysis was carried out to derive the CMS discovery potential for ADD virtual production by studying muon pairs with large invariant masses