MAPT and Peri-Implantitis: MAPT, GZMK, and SOSTDC1 were highly correlated with high abundance of immune cells, possibly reflecting immune cell perturbations accompany ageing-associated signalling pathways to play a role in peri-implantitis lesions in aged tissues.