| Literature DB >> 30842338 |
Stefan Ljunggren1, Torbjörn Bengtsson2, Helen Karlsson1, Carin Starkhammar Johansson3, Eleonor Palm2, Fariba Nayeri4, Bijar Ghafouri5, Julia Davies6, Gunnel Svensäter6, Johanna Lönn7,4,6.
Abstract
There is a strong association between periodontal disease and atherosclerotic cardiovascular disorders. A key event in the development of atherosclerosis is accumulation of modified lipoproteins within the arterial wall. We hypothesise that patients with periodontitis have an altered lipoprotein profile towards an atherogenic form. Therefore, the present study aims at identifying modifications of plasma lipoproteins in periodontitis. Lipoproteins from ten female patients with periodontitis and gender- and age-matched healthy controls were isolated by density-gradient ultracentrifugation. Proteins were separated by 2D gel-electrophoresis and identified by map-matching or by nano-LC followed by MS. Apolipoprotein (Apo) A-I (ApoA-I) methionine oxidation, Oxyblot, total antioxidant capacity and a multiplex of 71 inflammation-related plasma proteins were assessed. Reduced levels of apoJ, phospholipid transfer protein, apoF, complement C3, paraoxonase 3 and increased levels of α-1-antichymotrypsin, apoA-II, apoC-III were found in high-density lipoprotein (HDL) from the patients. In low-density lipoprotein (LDL)/very LDL (VLDL), the levels of apoL-1 and platelet-activating factor acetylhydrolase (PAF-AH) as well as apo-B fragments were increased. Methionine oxidation of apoA-I was increased in HDL and showed a relationship with periodontal parameters. α-1 antitrypsin and α-2-HS glycoprotein were oxidised in LDL/VLDL and antioxidant capacity was increased in the patient group. A total of 17 inflammation-related proteins were important for group separation with the highest discriminating proteins identified as IL-21, Fractalkine, IL-17F, IL-7, IL-1RA and IL-2. Patients with periodontitis have an altered plasma lipoprotein profile, defined by altered protein levels as well as post-translational and other structural modifications towards an atherogenic form, which supports a role of modified plasma lipoproteins as central in the link between periodontal and cardiovascular disease (CVD).Entities:
Keywords: lipoproteins; nLC-MS/MS; periodontal microbiota; periodontitis; two-dimensional gel electrophoresis
Mesh:
Substances:
Year: 2019 PMID: 30842338 PMCID: PMC6434390 DOI: 10.1042/BSR20181665
Source DB: PubMed Journal: Biosci Rep ISSN: 0144-8463 Impact factor: 3.840
Demographic and clinical periodontal data of the patients and controls
| Controls ( | Patients ( | |
|---|---|---|
| Age mean ± S.D., range | 56.9 ± 7.0 | 57.2 ± 5.7 |
| Number of remaining teeth mean ± S.D., | 27 ± 1.5 | 25.7 ± 2.7 |
| Range | 24–28 | 21–28 |
| Plaque, % of sites mean ± S.D., | 4.4 ± 4.8 | 27.3 ± 23.42 |
| Range | 0–13 | 1–62 |
| BOP, % of sites mean ± S.D., | 1.0 ± 1.6 | 22.5 ± 17.72 |
| Range | 0–5 | 1–52 |
| PPD 4–6 mm % of sites mean ± S.D., | 0.9 ± 0.8 | 20.4 ± 13.42 |
| Range | 0–2 | 4–39 |
| PPD > 6 mm % of sites mean ± S.D., | 0 | 2.7 ± 3.8 |
| Range | 0–12 | |
| Furcation involvement ≥II | 0.1 ± 1.4 | 1.5 ± 1.42 |
| Gingival crevicular fluid (µl) | 0.2 ± 0.1 | 1.0 ± 0.42 |
| Smokers, | 0 | 4 |
| Body Max Index (BMI) | 22.7 ± 2.7 | 27.2 ± 3.21 |
ttest for independent samples by group.
1P≤0.01.
2P≤0.001.
Figure 1Frequency distribution and amount of bacterial species in the subgingival plaque of ten patients with severe periodontitis investigated using DNA–DNA hybridisation technique
The presence of 11 bacterial species associated with subgingival bacterial flora were detected. The number of bacteria found is expressed in a scoring system (0–5), where score 0–1 corresponds to 0–105, score 2–3 corresponds to 105–106 and 4–5 corresponds to ≥106 bacteria. The IF indicate the number of patients in which the species were found.
Clinical chemistry test results of plasma from patients with periodontitis and healthy controls
| Control | Patients | Controls | Patients | ||
|---|---|---|---|---|---|
| 1.8 (1.46–2.15) | 1.541 (1.30–2.23) | 5.6 (4.0–7.7) | 7.1 (4.2–8.0) | ||
| 0.79 (0.65–1.22) | 1.131 (0.89–1.44) | 244 (197–420) | 269.5 (204–312) | ||
| 0.45 (0.30–0.82) | 0.791 (0.40–0.94) | 4.8 (4.1–5.4) | 4.65 (4.3–4.8) | ||
| 5.1 (4.0–5.6) | 5.41 (5.0–5.9) | 0.47 (0.38–0.48) | 0.44 (0.41–0.46) | ||
| 5 (5–5) | 5 (5–6) | 95 (88–102) | 95 (90–96) | ||
| 0.45 (0.32–0.76) | 0.36 (0.22–0.71) | 28 (27–32) | 322 (30–32) | ||
| 1.5 (0.52–2.10) | 0.86 (0.58–1.60) | 307 (298–312) | 3343 (323–339) | ||
| 41.5 (37–47) | 45 (39–48) | 140 (115–150) | 143.5 (138–152) | ||
| 72 (57–92) | 68 (50–87) | 17 (5.5–18.0) | 19 (13–23) | ||
| 72 (56–90) | 79 (58–90) | 2.46 (2.2–3.2) | 2.55 (1.90–3.15) | ||
| 0.265 (0.08–0.32) | 0.31 (0.17–0.42) |
Mann–Whitney U-test or Student’s t test. Abbreviations: eGFR, estimation of glomerular filtration rate; EVF, erythrocyte volume fraction.
1P≤0.05.
2P≤0.01.
3P≤0.001.
Figure 22-DE pattern of LDL/VLDL and HDL proteins from controls and patients
A total of 400 and 300 µg of proteins were loaded on HDL and LDL/VLDL gels, respectively. Proteins were visualised by SYPRO Ruby protein staining for HDL and silver staining for LDL/VLDL.
Proteins in LDL/VLDL and HDL differing significantly in their expression between patients with periodontitis and controls identified by 2-DE
| Protein | Spot number | Uniprot ID | Controls, median (min–max) | Patients, median (min–max) |
|---|---|---|---|---|
| ApoA-I isoform d | 2110 | P02647 | 3886.2 (2458.9–6311.4) | 1494.1 (60.1–6087.3)1 |
| ApoA-I isoform e | 2109 | P02647 | 8249.3 (6425.7–12065.9) | 4532.7 (1102.8–11385.6)2 |
| ApoA-I glycated isoform b | 2905 | P02647 | 2840.3 (1025.2–4417.6) | 1503.55 (243.6–2486.4)1 |
| ApoJ isoform a | 2913 | P10909 | 727.5 (55.6–1089.1) | 391.3 (106.6–595.3)1 |
| ApoJ isoform b | 2914 | P10909 | 580.8 (437.6–793) | 364.45 (12.9–539.2)3 |
| ApoJ Total | P10909 | 1683.3 (517.1–2851.5) | 1027.7 (307.5–1449.8)2 | |
| SAA4 isoform a | 9903 | P35542 | 4545.4 (2798.6–6297.6) | 2625.05 (1542–4267.7)2 |
| SAA4 isoform f | 9902 | P35542 | 20955.4 (9645.1–31165.9) | 32117.75 (21287–46488.1)2 |
Mann–Whitney U-test.
1P<0.05.
2P<0.01.
3P<0.001.
Proteins differing significantly between patients with periodontitis and controls found by nLC-MS/MS
| Protein | Gene name | Uniprot ID | Number of identified peptides | Sequence coverage (%) | Controls, median (min–max) | Patients, median (min–max) |
|---|---|---|---|---|---|---|
| APOA1 | P02647 | 43 | 83.1 | 2.0E+9 (9.4E+8–2.8E+9) | 9.1E+8 (1.4E+8–1.8E+9)2 | |
| APOL1 | O14791 | 21 | 63.6 | 1.2E+7 (8.0E+6–2.4E+7) | 3.7E+7 (3.7E+6–1.5E+8)1 | |
| IGHG1 | P01857 | 3 | 17.3 | 6.2E+5 (4.0E+5–8.2E+5) | 8.3E+5 (4.1E+5–1.3E+6)1 | |
| PLA2G7 | Q13093 | 12 | 32 | 3.3E+6 (2.4E+6–5.3E+6) | 5.7E+6 (2.5E+6–7.5E+6)1 | |
| α | SERPINA3 | P01011 | 3 | 11.3 | 5.9E+5 (3.6E+5–1.3E+6) | 1.1E+6 (4.8E+5–1.4E+6)1 |
| APOA2 | P02652 | 13 | 77 | 1.9E+9 (1.6E+9–2.5E+9) | 2.7E+9 (2.1E+9–3.4E+9)2 | |
| APOC3 | P02656 | 7 | 55.6 | 5.0E+8 (4.6E+8–6.0E+8) | 7.0E+8 (4.8E+8–1.4E+9)1 | |
| APOF | Q13790 | 6 | 33.4 | 2.8E+7 (1.7E+7–5.5E+7) | 1.7E+7 (1.1E+7–4.2E+7)1 | |
| CLU | P10909 | 8 | 24.5 | 5.2E+6 (3.9E+6–7.5E+6) | 2.8E+6 (1.8E+6–6.9E+6)1 | |
| C3 | P01024 | 23 | 20.5 | 2.7E+6 (5.3E+5–2.3E+7) | 1.0E+6 (8.7E+5–2.9E+6)1 | |
| IGKC | P01834 | 4 | 67 | 2.1E+6 (1.6E+6–3.9E+6) | 1.7E+6 (3.2E+5–3.1E+6)1 | |
| PLTP | P55058 | 9 | 21.9 | 3.5E+6 (2.3E+6–4.5E+6) | 1.8E+6 (7.8E+5–4.0E+6)1 | |
| PON3 | Q15166 | 8 | 29.9 | 2.9E+6 (2.4E+6–5.1E+6) | 1.6E+6 (1.5E+5–5.3E+6)1 | |
Mann–Whitney U-test. Values are LFQ-intensity obtained through the software.
1P<0.05.
2P<0.01.
Figure 3The carbonylation pattern was evaluated by Oxyblot of two 2D gels of LDL/VLDL isolated from one patient with periodontitis and one control
Apolipoprotein A-I methionine oxidations in patients with periodontitis and controls analysed by nLC-MS/MS
| Methionine position | Controls | Patients | ||
|---|---|---|---|---|
| LDL/VLDL | HDL | LDL/VLDL | HDL | |
| 2.4e+6 (1.1e+6–4.2e+6) | 9.9e+6 (5.0e+6–1.5e+7) | 1.2e+6 (0.0–1.6e+6)1 | 1.7e+7 (9.4e+6–2.69e+007)1 | |
| 2.9e+6 (1.2e+6–9.2e+6) | 2.9e+6 (1.8e+6–4.3e+6) | 9.3e+5 (0.0–2.1e+6)1 | 4.1e+6 (3.0e+6–5.29e+006)1 | |
| 2.7e+7 (5.5e+6–5.8e+7) | 2.0e+8 (1.7e+8–2.4e+8) | 6.6e+6 (0.0–2.5e+7)1 | 2.2e+8 (6.8e+7–3.0e+8) | |
Mann–Whitney U-test.
1P<0.01.
Cytokines/chemokines with VIP value > 1 that were significant for group separation (patients compared with controls)
| Protein name | Controls ( | Patients ( | VIP | Patient compared with Control |
|---|---|---|---|---|
| 10.0 (4.3–17.0) | 18.0 (6.5–38.6) | 1.38173 | ↑1 | |
| 10553.0 (7150–11889) | 9137.0 (6695.0–11035.0) | 1.27686 | ↓1 | |
| 196.2 (74.0–329.6) | 137.3 (37.0–202.4) | 1.25763 | ↓1 | |
| 1.7 (1.2–2.8) | 1.1 (0.8–2.9) | 1.23509 | ↓1 | |
| 174.2 (105.1–340.0) | 258.2 (129.9–777.0) | 1.21305 | ↑ | |
| 0.5 (0.3–1.2) | 0.4 (0.1–0.7) | 1.20296 | ↓ | |
| 6.0 (3.5–13.3) | 10.3 (3.1–35.8) | 1.17863 | ↑ | |
| 161.9 (24.7–531.8) | 50.3 (33.3–292.2) | 1.17843 | ↓ | |
| 18.8 (10.9-21.5) | 17.7 (12.0–73.2) | 1.12634 | ↓ | |
| 727.5 (511.0–936.2) | 882.6 (509.1–1541.0) | 1.10045 | ↑ | |
| 88.7 (59.6–145) | 72.1 (36.9–103.2) | 1.05593 | ↓ | |
| 6.3 (4.1–23.1) | 5.1 (3.4–6.7) | 1.05578 | ↓ | |
| 9.7 (0.0–18.7) | 5.6 (1.6–17.4) | 1.0419 | ↓ | |
| 0.1 (0.0–0.1) | 0.0 (0.0–0.1) | 1.0211 | ↓ | |
| 7.0 (3.3–10.7) | 8.0 (4.0–14.9) | 1.01299 | ↑ | |
| 49.6 (16.8–89.0) | 36.4 (26.9–82.1) | 1.00649 | ↓ | |
| 557.7 (279.0–718.3) | 385.4 (258.4–833.4) | 1.00128 | ↓ |
Mann–Whitney U-test or Student’s ttest. ↑ and ↓ indicate up-regulated and down-regulated proteins in plasma from patients with periodontitis compared with controls.
1P<0.05, indicates significant (P<0.05) proteins according to univariate statistic.
Figure 4Multivariate modelling of all variables
(A) Score scatter plot showing the separation of patients and controls along the predictive x-axis. (B) Loading plot of variables with a VIP-value >1.5. Variables to the left are decreased while variables to the right are increased in patients compared with controls.
Protein quantities as found by 2-DE. Values are ppm of total 2-D gel staining.
Protein quantities as obtained through nLC-MS/MS. Values are MaxQuant LFQ intensities as obtained through utilized software.
Correlations found between parameters analysed, not presented in Result section.
The concentrations of 71 cytokines, chemokines and growth factors in plasma of patients with periodontitis and healthy controls, analysed by a multiplex immunoassay. * indicates significant (P<0.05) difference between controls and patients. Mann-Whitney U test was used for data that was not normally distributed and Students T-test for normally distributed samples.