A pedicle fastener for implantation during a spinal fusion procedure includes a head and shank, the shank being connectable to the head and extending outwardly therefrom. The shank may include a shielding feature formed therein for accommodating an adhesive augmenting the pedicle fastener and improving implantation strength and stiffness thereof. A method for implanting the pedicle fastener includes forming a hole in a pedicle, applying the adhesive to the hole and sliding the shank of the pedicle fastener into the hole. The adhesive may also be applied to the hole through direct injection, injection through a longitudinal cannula formed in the pedicle fastener or by depositing the adhesive on the shank and inserting the shank into the hole. Polymerization of the adhesive may be accelerated by heating the pedicle fastener.