Synergic Elevation of Systemic Inflammation by the Coexistence of Periodontitis and Diabetes Mellitus: A Nationwide Analysis of Korean Adults
Abstract
1. Introduction
2. Materials and Methods
2.1. Data Sources and Sampling Design
2.2. Survey Components & Data Collection
2.3. Ethical Approval
2.4. Study Participants
2.5. Assessment of Periodontitis
2.6. Assessment of hs-CRP Levels
2.7. Assessment of Diabetes Mellitus
- Normal glucose regulation: fasting plasma glucose < 100 mg/dL and HbA1c < 5.7%.
- Prediabetes: fasting plasma glucose 100–125 mg/dL or HbA1c 5.7–6.4%.
- Diabetes: fasting plasma glucose ≥ 126 mg/dL, or prior physician diagnosis of diabetes, or current use of glucose-lowering medications (oral hypoglycemic agents or insulin), or HbA1c ≥ 6.5%.
2.8. Assessment of Potential Confounders
2.9. Statistical Analysis
3. Results
3.1. Baseline Characteristics of Study Participants
3.2. Systemic Inflammatory Markers According to Periodontitis and Diabetes
3.3. Hs-CRP Levels According to the Co-Existence of Periodontitis–Diabetes
3.4. Association Between Periodontitis–Diabetes Co-Existence and Elevated hs-CRP Risk
4. Discussion
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Periodontitis | Diabetes Mellitus | |||||
---|---|---|---|---|---|---|
Variables | No (n = 2089) | Yes (n = 1089) | p-Value * | No (n = 2821) | Yes (n = 357) | p-Value * |
Age (years), mean ± SE | 42.75 ± 0.50 | 54.59 ± 0.66 | <0.001 † | 45.17 ± 0.43 | 58.93 ± 0.83 | <0.001 † |
Gender | ||||||
Male | 802 (45.3) | 549 (55.0) | <0.001 | 1162 (47.5) | 189 (56.0) | 0.015 |
Female | 1287 (54.7) | 540 (45.0) | 1659 (52.5) | 168 (44.0) | ||
Income | ||||||
Lowest quartile | 435 (21.2) | 300 (27.8) | 0.005 | 632 (22.4) | 103 (31.5) | 0.007 |
Lower middle quartile | 497 (24.6) | 278 (25.4) | 685 (24.9) | 90 (24.2) | ||
Upper middle quartile | 578 (27.3) | 262 (23.1) | 766 (26.7) | 74 (19.2) | ||
Highest quartile | 579 (26.8) | 249 (23.7) | 738 (26.0) | 90 (25.1) | ||
Education | ||||||
Primary school | 377 (11.9) | 321 (22.4) | <0.001 | 558 (13.3) | 140 (34.6) | <0.001 |
Middle school | 186 (6.5) | 166 (14.0) | 295 (8.3) | 57 (14.1) | ||
High school | 730 (37.5) | 344 (34.9) | 979 (37.4) | 95 (29.4) | ||
College/University | 796 (44.1) | 258 (28.7) | 989 (41.1) | 65 (21.9) | ||
Smoking | ||||||
Non-smokers | 1821 (83.8) | 877 (76.6) | <0.001 | 2400 (81.8) | 298 (79.7) | 0.493 |
Current smokers | 268 (16.2) | 212 (23.4) | 421 (18.2) | 59 (20.3) | ||
Drinking | ||||||
No | 538 (22.1) | 354 (27.4) | 0.003 | 757 (22.6) | 135 (35.6) | <0.001 |
Yes | 1551 (77.9) | 735 (72.6) | 2064 (77.4) | 222 (64.4) | ||
Physical activity | ||||||
No | 1043 (45.9) | 614 (52.8) | 0.008 | 1444 (47.0) | 213 (58.0) | 0.001 |
Yes | 1046 (54.1) | 475 (47.2) | 1377 (53.0) | 144 (42.0) | ||
Toothbrushing frequency | ||||||
<2 | 185 (8.1) | 149 (12.4) | <0.001 | 279 (8.9) | 55 (14.7) | 0.005 |
≥2 | 1904 (91.9) | 940 (87.6) | 2542 (91.1) | 302 (85.3) | ||
Regular dental visit | ||||||
No | 1381 (66.2) | 751 (66.6 | 0.819 | 1885 (66.2) | 247 (67.9) | 0.627 |
Yes | 708 (33.8) | 338 (33.4 | 936 (33.8) | 110 (32.1) | ||
Hypertension | ||||||
No | 1540 (80.5) | 609 (61.5) | <0.001 | 2008 (77.4) | 141 (45.3) | <0.001 |
Yes | 549 (19.5) | 480 (38.5) | 813 (22.6) | 216 (54.7) | ||
Obesity | ||||||
No | 1451 (71.3) | 648 (58.6) | <0.001 | 1908 (68.8) | 191 (52.5) | <0.001 |
Yes | 638 (28.7) | 441 (41.4) | 913 (31.2) | 166 (47.5) | ||
Hypercholesterolemia | ||||||
No | 1850 (88.4) | 870 (78.2) | <0.001 | 2461 (86.9) | 259 (67.4) | <0.001 |
Yes | 239 (11.6) | 219 (21.8) | 360 (13.1) | 98 (32.6) |
Periodontitis | Diabetes Mellitus | |||||
---|---|---|---|---|---|---|
Variables | No (n = 2089) | Yes (n = 1089) | p-Value * | No (n = 2821) | Yes (n = 357) | p-Value * |
hs-CRP (quartile) | ||||||
I (0–0.30 mg/L) | 570 (28.3) | 208 (19.1) | <0.001 | 727 (26.7) | 51 (12.5) | <0.001 |
II (0.31–0.55 mg/L) | 478 (23.7) | 253 (25.5) | 668 (25.0) | 63 (16.2) | ||
III (0.56–1.00 mg/L) | 546 (25.4) | 298 (26.2) | 740 (25.3) | 104 (29.2) | ||
IV (1.10–21 mg/L) | 495 (22.7) | 330 (29.2) | 686 (23.1) | 139 (42.1) | ||
hs-CRP (ADA/CDC) | ||||||
Low risk (<1.0 mg/L) | 1534 (74.8) | 717 (66.9) | <0.001 | 2050 (74.2) | 201 (53.4) | <0.001 |
Average risk (1.0–3.0 mg/L) | 394 (18.3) | 269 (24.5) | 565 (19.3) | 98 (30.3) | ||
High risk (3 mg/L) | 161 (6.8) | 103 (8.6) | 206 (6.5) | 58 (16.3) | ||
hs-CRP (mg/L), mean ± SE | 1.16 ± 0.06 | 1.35 ± 0.09 | <0.001 † | 1.13 ± 0.04 | 2.21 ± 0.28 | <0.001 † |
Periodontitis–Diabetes Mellitus Co-Existence | ||||||
---|---|---|---|---|---|---|
G1: perio(-)DM(-) | G2: perio(+)DM(-) | G3: perio(-)DM(+) | G4: perio(+)DM(+) | |||
Variables | n | (n = 1911) | (n = 910) | (n = 178) | (n = 179) | p-Value |
hs-CRP (quartile) | ||||||
I (0–0.30 mg/L) | 778 | 29.1 (1.6) | 20.8 (1.8) | 15.9 (3.1) | 9.3 (2.3) | <0.001 * |
II (0.31–0.55 mg/L) | 731 | 24.1 (1.3) | 27.0 (1.7) | 16.2 (3.0) | 16.2 (3.0) | |
III (0.56–1.00 mg/L) | 844 | 25.0 (1.3) | 25.9 (1.5) | 30.7 (4.2) | 27.7 (3.9) | |
IV (1.10–21 mg/L) | 825 | 21.8 (1.2) | 26.3 (1.8) | 37.3 (4.9) | 46.8 (4.0) | |
hs-CRP (ADA/CDC) | ||||||
Low risk (<1.0 mg/L) | 2251 | 75.8 (1.2) | 70.1 (1.8) | 59.2 (5.0) | 47.6 (4.1) | <0.001 * |
Average risk (1.0–3.0 mg/L) | 663 | 17.8 (1.1) | 23.0 (1.5) | 26.8 (4.2) | 33.7 (4.5) | |
High risk (>3 mg/L) | 264 | 6.4 (0.6) | 6.9 (1.1) | 13.9 (3.5) | 18.6 (3.4) | |
Unadjusted | ||||||
hs-CRP (mg/L) | 3178 | 1.11 ± 0.49 a | 1.18 ± 0.08 a | 2.04 ± 0.43 b | 2.37 ± 0.38 bc | 0.001 † |
Adjusted | ||||||
hs-CRP (mg/L) | 3178 | 1.37 ± 0.11 ac | 1.28 ± 0.15 ac | 2.01 ± 0.37 abc | 2.31 ± 0.39 bc | 0.020 ‡ |
Periodontitis and Diabetes Mellitus Co-Existence | |||||
---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | Model 4 | ||
Variables | n | G1: perio(-)DM(-) | G2: perio(+)DM(-) | G3: perio(-)DM(+) | G4: perio(+)DM(+) |
hs-CRP (quartile) | |||||
I (0–0.30 mg/L) | 778 | Reference | Reference | Reference | Reference |
II (0.31–0.55 mg/L) | 731 | 0.83 (0.62–1.10) | 1.28 (0.96–1.71) | 0.82 (0.46–1.44) | 1.18 (0.59–2.36) |
III (0.56–1.00 mg/L) | 844 | 1.02 (0.79–1.31) | 0.92 (0.69–1.21) | 1.24 (0.72–2.14) | 1.74 (0.92–3.28) |
IV (1.10–21 mg/L) | 825 | 0.84 (0.64–1.10) | 0.91 (0.66–1.24) | 1.52 (0.80–2.90) | 2.54 (1.387–4.68) * |
hs-CRP (ADA/CDC) | |||||
Low risk (<1.0 mg/L) | 2251 | Reference | Reference | Reference | Reference |
Average risk (1.0–3.0 mg/L) | 663 | 0.83 (0.66–1.04) | 1.00 (0.79–1.28) | 1.33 (0.80–2.19) | 1.77 (1.14–2.75) * |
High risk (>3 mg/L) | 264 | 0.89 (0.62–1.28) | 0.67 (0.44–1.01) | 1.78 (0.93–3.41) | 2.73 (1.64–4.54) * |
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Shin, H.-S. Synergic Elevation of Systemic Inflammation by the Coexistence of Periodontitis and Diabetes Mellitus: A Nationwide Analysis of Korean Adults. Biomedicines 2025, 13, 2441. https://doi.org/10.3390/biomedicines13102441
Shin H-S. Synergic Elevation of Systemic Inflammation by the Coexistence of Periodontitis and Diabetes Mellitus: A Nationwide Analysis of Korean Adults. Biomedicines. 2025; 13(10):2441. https://doi.org/10.3390/biomedicines13102441
Chicago/Turabian StyleShin, Hye-Sun. 2025. "Synergic Elevation of Systemic Inflammation by the Coexistence of Periodontitis and Diabetes Mellitus: A Nationwide Analysis of Korean Adults" Biomedicines 13, no. 10: 2441. https://doi.org/10.3390/biomedicines13102441
APA StyleShin, H.-S. (2025). Synergic Elevation of Systemic Inflammation by the Coexistence of Periodontitis and Diabetes Mellitus: A Nationwide Analysis of Korean Adults. Biomedicines, 13(10), 2441. https://doi.org/10.3390/biomedicines13102441