Salivary mitofusin levels in periodontal disease: a cross-sectional case-control study
Bibliographic record
Abstract
BACKGROUND: Mitofusin (Mfn) is a mitochondrial fusion protein. It has two isoforms (Mfn1 and 2) and is critical in intracellular energy production, calcium transfer, and phospholipid metabolism. Based on previous evidence linking mitochondrial function with the pathophysiology of periodontal inflammation, we hypothesized that salivary Mfn1 and Mfn2 levels may differ across periodontal health, gingivitis, and periodontitis, and that these levels correlate with markers of inflammatory and oxidative stress. Although previous studies have suggested that Mfn2 plays a role in inflammatory and oxidative pathways, clinical evidence regarding its role in periodontal disease is lacking. The null hypothesis of this study was that salivary Mfn levels are not significantly altered with periodontal conditions and are not correlated with inflammation or oxidative stress markers in saliva. METHODS: A total of 81 participants were included in this cross-sectional case-control study, with 27 individuals per group. Periodontally healthy patients, patients with gingivitis, and patients with stage 3 or stage 4 grade C periodontitis were recruited for the study. Mfn-1 and Mfn-2 levels were measured. To identify their correlation with inflammatory mechanisms, interleukin-1β levels, total oxidative status (TOS), and total antioxidant status (TAS) were determined using enzyme-linked immunosorbent assay and colorimetric measurements. The oxidative stress index (OSİ) was calculated. RESULTS: Salivary Mfn1 levels were significantly higher in patients with periodontitis compared to healthy controls (36.54 ± 13.15 ng/mL, 24.67 ± 8.69 ng/mL, p < 0.001). No significant difference was observed between the groups in terms of Mfn2 levels (p > 0.05). While significant differences were found between Group P and Group H in TAS and OSI values (p < 0.05), TOS values did not show any significant difference between the groups (p > 0.05). A positive correlation was found between Mfn1 and Mfn2 and IL-1β levels (p < 0.05). Mfn1 and Mfn2 did not have any significant correlation with TAS, TOS, or OSI values (p > 0.05). CONCLUSIONS: Elevated Mfn1 levels in the saliva of patients with periodontitis suggested that mitochondrial function was disrupted in severe periodontitis. Mitofusin levels showed no significant correlation with oxidative stress markers in this study. TRIAL REGISTRATION: This study was registered in ClinicalTrials.gov under the number NCT06510608 on July 18, 2024.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".