Submitted:
24 April 2026
Posted:
27 April 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
- Presence of ≥16 natural teeth;
- Interdental clinical attachment loss (CAL) of ≥ 2 non-adjacent teeth.
- Buccal or oral CAL ≥ 3 mm with pocketing ≥ 3 mm, detectable at ≥ 2 teeth.
2.1. Laboratory Analyses
2.2. Assessment of Traditional Cardiovascular Risk Factors
2.3. Periodontal Charting
2.4. Statistical Analysis
3. Results

| PPD | CAL | BOP | |
| MMP-8 | −0.08 (0.825) | −0.14 (0.696) | −0.29 (0.413) |
| MPO | −0.15 (0.650) | 0.39 (0.205) | −0.27 (0.402) |
| Lp-PLA2 | 0.06 (0.841) | 0.13 (0.676) | −0.20 (0.504) |
| sCD40L | −0.77 (0.015) | 0.09 (0.828) | −0.61 (0.081) |
4. Discussion
4.1. Carotid Artery Anatomy and Plaque Burden (CpB)
4.2. Imaging Approaches to Carotid Plaque Morphology in Relation to Inflammatory Biomarkers
4.3. Inflammatory Physiopathological Links Between Periodontal Disease and CpB
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| CpB | Carotid Plaque Burden |
| CVD | Cardiovascular disease |
| IL-1β | Interleukin-1 beta |
| IL-6 | Interleukin-6 |
| TNF-α | Tumor Necrosis Factor α |
| CRP | C-reactive Protein |
| PPD | Periodontal Pocket Depth |
| CAL | Clinical Attachment Loss |
| BOP | Bleeding on Probing |
| PD | Probing Depth |
| ELISA | Enzyme-Linked Immunosorbent Assay |
| MMP-8 | Matrix Metalloproteinase-8 |
| MMP-9 | Matrix Metalloproteinase-9 |
| MPO | Myeloperoxidase |
| Lp-PLA2 | Lipoprotein-Associated Phospholipase A2 |
| sCD40L | Soluble CD40 Ligand |
| ECM | Extracellular Matrix |
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| No. | Age | Sex | Total Cholesterol (mg/dL) | HDL | LDL | Triglycerides | CRP | ESR | Weight (kg) | Height (cm) | BMI (kg/m²) | Diabetes mellitus | Smoking |
| 1 | 52 | F | 152 | 43.3 | 93 | 138 | 12.4 | 7 | 82 | 161 | 31.63 | no | no |
| 2 | 71 | M | 228 | 40.2 | 160 | 210 | 11.3 | 6 | 90 | 180 | 27.8 | no | no |
| 3 | 76 | M | 120 | 38.9 | 182 | 270 | 16.5 | 10 | 95 | 182 | 28.7 | no | no |
| 4 | 67 | M | 215 | 35.7 | 162 | 267 | 9.7 | 15 | 89 | 174 | 29.4 | no | no |
| 5 | 67 | M | 233 | 60.1 | 176 | 211 | 6.9 | 14 | 97 | 175 | 31.7 | no | no |
| 6 | 57 | M | 260 | 58.2 | 188 | 167 | 12.5 | 14 | 93 | 169 | 32.6 | yes | no |
| 7 | 33 | M | 254 | 62.1 | 132 | 180 | 13.5 | 18 | 125 | 180 | 38.6 | no | no |
| 8 | 76 | F | 182 | 55.2 | 148.8 | 189 | 6.2 | 14 | 70 | 167 | 25.1 | no | no |
| 9 | 59 | M | 284 | 36.6 | 87.9 | 220 | 7.6 | 16 | 88 | 180 | 26.5 | no | no |
| 10 | 73 | M | 320 | 38.6 | 166.2 | 272 | 24.6 | 47 | 110 | 175 | 35.9 | no | yes |
| 11 | 44 | M | 241 | 66.2 | 102 | 150 | 38.7 | 45 | 84 | 174 | 27.7 | yes | no |
| 12 | 74 | M | 221 | 52.6 | 115 | 151 | 18.2 | 17 | 93 | 169 | 32.6 | no | no |
| 13 | 52 | M | 205 | 66.2 | 98 | 156 | 13.8 | 17 | 82 | 176 | 26.5 | yes | yes |
| Variable | Mean | SD | Minimum | Maximum |
| PPD (mm) | 5.54 | 2.03 | 3 | 8 |
| CAL (mm) | 6.46 | 3.67 | 2 | 12 |
| BOP (%) | 66.92 | 21.69 | 38 | 98 |
| Variable | Value | Range |
| MMP-8 | 25.64 ± 20.31 | 3.00–78.00 |
| MPO | 46.00 (median) | 6.00–197.00 |
| Lp-PLA2 | 46.60 (median) | 62.00–402.00 |
| sCD40L | 3.91 (median) | 1.20–6.80 |
| Biomarker | Baseline | Post-treatment | p-value |
| MMP-8 | 25.64 ± 20.31 | 10.60 ± (SD) | 0.010 |
| MPO | 45.50 (median) | 23.50 (median) | 0.097 |
| Lp-PLA2 | 46.80 (median) | 35.30 (median) | 0.020 |
| sCD40L | 9538 (median) | 1642 (median) | 0.156 |
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