TNF and Peri-Implantitis: Another two systemic reviews [16] presented that pro-inflammatory cytokines in PICF, such as IL-1β, TNF, and IL-6, were significantly elevated in peri-implantitis and could be used as adjunct tools to clinical parameters to differentiate healthy implants from peri-implantitis.