TNF and prediabetes syndrome: However, the bone loss, probing depth, plaque index and levels of IL-6 and TNF-α in the PICF were statistically higher in prediabetes as compared to non-diabetes, implying that hyperglycemia induces irreversible peri-implant bone alterations.