TNF and Peri-Implantitis: Several studies have reported higher levels of IL-1β and tumor necrosis factor-alpha (TNF-α) in the peri-implant crevicular fluid (PICF) of implants with peri-implantitis than in healthy implants [20,21,22,23,24].