Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Elevated Matrix Metalloproteinase Levels in Bronchi Infected with Periodontopathogenic Bacteria

  • Luca Bernasconi,

    Affiliation Centre for Laboratory Medicine, Cantonal Hospital Aarau, Tellstrasse, CH-5001 Aarau, Switzerland

  • Liza L. Ramenzoni,

    Affiliation Clinic of Preventive Dentistry, Periodontology, and Cariology, Center for Dental Medicine, University of Zurich, Plattenstrasse 11, CH-8032 Zurich, Switzerland

  • Ahmed Al-Majid,

    Affiliation Clinic of Preventive Dentistry, Periodontology, and Cariology, Center for Dental Medicine, University of Zurich, Plattenstrasse 11, CH-8032 Zurich, Switzerland

  • Gabrielo M. Tini,

    Affiliation Clinic of Pulmonary and Sleep Medicine, Cantonal Hospital Aarau, Tellstrasse, CH-5001 Aarau, Switzerland

  • Sereina M. Graber,

    Affiliation Anthropological Institute and Museum, University of Zürich-Irchel, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland

  • Patrick R. Schmidlin,

    Affiliation Clinic of Preventive Dentistry, Periodontology, and Cariology, Center for Dental Medicine, University of Zurich, Plattenstrasse 11, CH-8032 Zurich, Switzerland

  • Sarosh Irani

    siran@gmx.ch

    Affiliation Clinic of Pulmonary and Sleep Medicine, Cantonal Hospital Aarau, Tellstrasse, CH-5001 Aarau, Switzerland

Abstract

Objectives

To determine whether bronchial colonisations/infections with periodontopathogenic bacteria are associated with elevated inflammatory markers such as MMPs, interleukins and Tumor necrosis factor alpha in the bronchial fluid.

Methods

Periodontal status was assessed in consecutive outpatients planned for elective bronchoscopies, and PCR for periodontopathogenic bacteria was performed from a protected specimen brush sample taken from the bronchial mucosa. Additionally, MMPs, interleukins and Tumor necrosis factor alpha were measured in the bronchial fluid.

Results

Out of the four species assessed, one species was found in 13 of 91 (14%) patients, and two in 12 (13%), three in 13 (14%) and all four in 1 (1%) patient, respectively. In multiple linear regression models the presence of Treponema denticola showed a consistent pattern of positive effects in bronchial fluid (Bonferroni adjusted p-values) on the levels of MMP9 (p adj.: 0.028) and MMP12 (p adj.: 0.029). Active smoking was independently associated with increased levels of aMMP8 (p adj.: 0.005) and MMP9 (p adj.: 0.009). Levels of IL-1 ß, IL-8 and Tumor necrosis factor alpha measured in the bronchial fluid were not affected by the presence of periodontopathogenic bacteria.

Conclusions

Bronchial colonisation/infection with Treponema denticola and smoking are independently associated with elevated MMPs (MMP9/MMP12 and MMP8/MMP9, respectively) in the bronchial fluid.

Introduction

Periodontitis is a destructive inflammatory disease of the tooth-supportive tissues, including alveolar bone and gingiva. Bone resorption and tissue destruction are thought to be the result of the imbalance between bacterial colonisation and pathogenic inflammatory host response [1]. Aggregatibacter actinomycetemcomitans (Aa), Porphyromonas gingivalis (Pg), Tannerella forsythia (Tf) and Treponema denticola (Td) are considered to be the key pathogenic marker species [2] and are classified together as the red complex in Socransky’s subgingival cluster model [3].

Matrix metalloproteinases (MMPs) represent a group of structurally similar enzymes that play a central role in inflammation related tissue degradation. In particular MMP8 and MMP9 in gingival fluid have been shown to be associated with periodontitis [46]. Furthermore, recent studies showed elevated MMPs in bronchoalveolar lavage fluid in bacterial pneumonia [7] and experimental lung injury [8,9]. MMPs and local levels of inflammatory mediators such as Interleukin 1beta (IL1-ß), Interleukin 8 (IL-8) and Tumor necrosis factor alpha (TNF-α) were also found to be elevated in periodontitis [10,11] as well as in infectious lung diseases [12].

The lower respiratory tract (LRT) is no longer believed to be sterile, mainly as a result of culture independent techniques, and its’ microbiome became a focus in healthy [13] and diseased lung research [1416]. In spite of the close anatomical proximity of the oral and bronchial compartments, to date only few studies have addressed the colonisation of the lung with periodontal pathogens. In a recent pilot study this research group was able to find key pathogenic marker species in the lungs of lung transplant recipients despite the frequent use of antibiotics in this population [17]. Recently, we have also shown in a larger population that periodontal key pathogenic marker species can be frequently detected in the bronchial compartment [18]. It appears, therefore, that the oral and the bronchial compartment share some colonisation patterns, particularly with regard to specific pathogenic key marker species. The preliminary and semi-quantitative data found in this study also demonstrated that bronchial colonisation/infection with these species seemed to be associated with increased aMMP8 levels (semi-quantitatively assessed) in the bronchial fluid. Furthermore, periodontitis appeared to represent an independent risk factor for bronchial colonisation/infection with the pathogenic marker species of the red complex mentioned earlier [18].

Therefore the aim of the current study was to test the hypothesis that comparably to gingival structures of the oral cavity, colonisation/infection in the lung with key pathogenic marker species is also associated with increased levels of MMPs and other inflammatory markers, i.e. cytokines, such as IL1-ß, IL-8 and TNF-α. In addition, assessment was made as to whether periodontitis was associated with increased levels of the aforementioned markers.

Materials and Methods

Outpatients between 18 and 80 years of age, scheduled for elective bronchoscopy in Cantonal Hospital, Aarau, were included in the current prospective study once their written informed consent was obtained. Exclusion criteria included the use of systemic or local antibiotics during the preceding six weeks, less than four teeth or severe coagulopathy. In all patients, the entire range of clinical information was available, as well as a body plethysmography (MasterScreen, Jaeger, Hoechberg, Germany), which had been performed under stable clinical conditions within one month prior to bronchoscopy. The study protocol was approved by the Ethics Committee of the Canton Aargau, Switzerland (EK 2012/018).

The periodontal status assessment, the bronchoscopy procedure and the bronchial sample collection have been described in detail previously [18]. In brief, a periodontal screening index (PSI) was determined with the aid of a pressure-sensitive probe (Hawe Click Probe, Kerr Hawe, Bioggio, Switzerland) [19]. Scores 0 to 4 were defined by assessment of probing pocket depth and bleeding, (where scores 0, 1 and 2 infer no periodontits, and scores 3 and 4 infer periodontitis) [20]. Trans-nasal bronchoscopy was carried out under sedation with propofol (Disoprivan, Astra Zeneca, Zug, Switzerland) and local anesthesia of the vocal cords with 10 ml of 1% lidocaine. The endoscope was placed directly into the middle lobe bronchus (or upper lobe bronchus), without suction, and with the aid of a wax-plug protected specimen brush (PSB) (Vygon, Niederwangen, Switzerland) the mucosa was sampled using a standardised technique. Furthermore, 8 ml of physiologic saline was instilled into the lingua bronchus (or upper lobe bronchus) and subsequently re-aspirated. The aspirate was frozen at -80°C and referred for the measurement of inflammatory markers. Finally, another 8ml of physiologic saline was instilled and the aspirate was then referred for conventional microbiology. Immediately after the procedure the PSB was placed in a transport vial and the bronchial fluid was frozen at -80°C. In five patients sham PSB samples were taken in addition to the described procedure (i.e. a complete procedure with PSB sampling but without mucosa contact of the brush).

Using a commercially available PCR test (micro-IDent test, Hain Lifescience, Nehren, Germany) [21] four key pathogenic marker species (Aa, Pg, Tf and Td) were determined in the PSB sample (for details see [18]). In contrast to the original test, which applies semi-quantitative results, increased cycles numbers of were used. Therefore, the results can be considered as qualitative rather than quantitative.

Measurement of MMP-2 and MMP-12 was employed as being representative of biomarkers of tissue damage, which have been investigated in lung diseases, to a certain degree [8,22,23]. MMP9 and MMP8 were chosen, since they are intensively investigated in periodontal research, in particular MMP8 in its activated form. MMP-2, MMP-9 and MMP-12 levels were measured using a multiplexed particle-based flow cytometric cytokine assay (Luminex Performance Assay Human MMP, R&D Systems, USA) [24]. MMP2 and MMP9 (both detect pro- and mature MMP forms; #LMP902C and #LMP911B); MMP12 (detect pro-, mature, and TIMP1 complexed MMP12; #LMP919B). The procedures closely followed the manufacturer’s instructions. The analysis was conducted using a conventional flow cytometer (Guava EasyCyte Plus, Millipore, Zug, Switzerland).

The serum was assayed according to the manufacturer’s instructions using a commercially available quantitative enzyme-linked immunosorbent assay (ELISA) for aMMP8 (Dentognostics, Matrix Biotech, Jena, Germany) and Interleukin 1beta (IL1-ß), Interleukin 8 (IL-8) and Tumor necrosis factor alpha (TNF-α) (Life technologies, Termo FischerScientific, Waltham, MA, USA). Assays were performed in duplicate, and the optical density at 450nm was determined, with background correction 570nm, using a microplate reader (Labsystems iEMS Reader MF). The reading for each standard and sample was averaged and the zero standard average was subtracted. The lower limits of detection were as follows: aMMP8, 6pg/ml; IL1-ß, 2pg/ml; IL-8, 1pg/ml; TNF-α, 3pg/ml.

Statistica software (release 10, StatSoft Inc., Tulsa, USA) and R programming language (R Core Team (2012). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0) were used for statistical analyses. Categorical data are presented as absolute numbers (percentages), continuous data as median (interquartile range (IQR)). The non-parametric Mann Whitney U test and chi-square test were used to compare groups, where appropriate. In accordance with the research hypothesis, multiple linear regression models were used to test the effects of the presence of the three key pathogenic marker species (Pg, Tf and Td) assessed in the PSB sample (absence/presence: see methods), periodontitis (absence/presence of PSI > 2: see methods) and active smoking (absence/presence) on the level of the MMPs determined in the bronchial fluid. As a consequence of too few events, Aa was not included in the model. One model was used for each of the four MMPs (MMP2, aMMP8, MMP9 and MMP12) and p-values were correspondingly adjusted for multiple testing (Bonferroni). Continuous response variables were either natural Log or box-cox (power transformation yλ) transformed in order to reach appropriately distributed residuals. Active smoking was included in the model since elevated MMPs have been shown in the periodontal tissue of smokers [25].

Results

Fig 1 shows the enrolment of the participant patients. All bronchoscopies were performed without complication. The demographic and clinical data of the study population at baseline are summarised and compared separately for patients with and without Td in Table 1 (the grouping was chosen due to the impact of Td on MMPs mentioned later in the manuscript). In the 91 patients, the PCR of the PSB lung sample for Aa, Pg, Tf and Td was positive in 4 (4%), 28 (31%), 27 (30%) and 21 (23%), respectively. In 13 (14%) patients one of the four species was found, in 12 (13%) two species, in 13 (14%) three species and in 1 (1%) four species. PCR of all five PSB sham samples was negative for all of the four key pathogenic marker species.

thumbnail
Table 1. Demographic and clinical data of the study population.

https://doi.org/10.1371/journal.pone.0144461.t001

In 32 participants (35%), the following potentially pathogenic bacteria were found in the bronchial fluid conventional cultures: Haemophilus influenza 12 (13%), Haemophilus parainfluenzae 14 (15%), Klebsiella pneumonia 2 (2%), Escherichia coli 1 (1%), Staphylococcus aureus 3 (3%), Pseudomonas aeruginosa 1 (1%), Streptococcus pneumonia 1 (1%) and Serratia marcescens 1 (1%). These microorganisms were not considered clinically relevant in any of the patients.

The results of the bronchial fluid immunoassays for MMPs and interleukins in the overall population investigated were as follows (Median, (IQR)): MMP2 639 (309–2215) pg/ml, aMMP8 215 (91–492) ng/ml, MMP9 105.6 (52–265.8) ng/ml, MMP12 5 (5–20.7) pg/ml, IL1ß 15.3 (13.5–16.7) pg/ml, IL8 10.4 (8.3–11.8) pg/ml and TNF-α 16.5 (13.8–20.5) pg/ml.

The results of the multiple linear regression models testing the effects of the three key pathogenic marker species (Pg, Tf and Td), the presence or absence of periodontitis and the presence or absence of active smoking on the four MMPs are given in Table 2. Models including Aa lead to absolutely equivalent results, however, due to infrequent events, it was decided to exclude it from the final models. Among the three pathogenic markers, Td shows a consistent positive effect pattern regarding the levels of the four MMPs (Fig 2). Interaction terms were non-significant and therefore were excluded from the models. The same models were applied to test the effects on IL1-ß, IL-8 and TNF-α, however, a statistically significant effect of active smoking was shown only in case of IL1-ß (p = 0.009, results not numerically shown, see Fig 3). Further, we included COPD or the presence of potentially pathogenic bacteria found in the conventional culture, as a covariate in these models. However, neither affected MMPs, cytokines or any of the results mentioned above (data not shown).

thumbnail
Table 2. Multiple linear regression models with the response variable given by the level of matrix metalloproteinases in bronchial fluid.

Given are the coefficient of multiple determination (R2), estimates, standard error, the corresponding p-values and the corresponding p-values adjusted for multiple testing (Bonferroni). Signicant p-values are indicated in bold font (i.e. < 0.05).

https://doi.org/10.1371/journal.pone.0144461.t002

thumbnail
Fig 2. Levels of matrix metalloproteinases in the bronchial fluid of patients, with and without bronchial colonisation with Treponema denticola (Td), shown separately for active smokers (dark grey) and non-smokers (transparent).

The y-axes are either ln- or box-cox-transformed, corresponding to the transformations used in the multiple regression models. The dots indicate outliers.

https://doi.org/10.1371/journal.pone.0144461.g002

thumbnail
Fig 3. Cytokine levels in the bronchial fluid of patients with and without bronchial colonisation with Treponema denticola (Td), shown separately for active smokers (dark grey) and non-smokers (transparent).

The y-axes are box-cox-transformed, corresponding to the transformations used in the multiple regression models. The dots indicate outliers.

https://doi.org/10.1371/journal.pone.0144461.g003

Discussion

Lung microbiome has gained interest in the literature, in particularly, it has been recognised that even in asymptomatic patients, lung microbiome does not merely reflect the bacterial composition of the upper airways [26]. Recently we have shown in a relatively large population that periodontal pathogenic species can be frequently detected in bronchi [18]. Therefore, the current observational study investigated the hypothesis that a bronchial colonisation with the four key pathogenic marker species Aa, Pg, Tf and Td is associated with similar local inflammatory reactions as observed in affected periodontal sites.

MMPs seem to represent important peptides and markers in both, the pathogenesis of lung diseases [7,9,27,28] and periodontitis [5,25,29]. Therefore, in the current study MMP2, aMMP8, MMP9 and MMP12 were measured in the bronchial fluid of 91 patients undergoing elective diagnostic bronchoscopy and these findings correlated with the presence of periopathogenic marker species. Several of our observations were remarkable as expected.

Firstly, we found that the presence of Td in the bronchial compartment was associated with increased levels of MMPs, particularly aMMP8 and MMP9. This is in agreement with recent studies [4,30,31], which measured increased MMPs in the gingival crevicular fluid of patients with infected periodontal tissues. In addition to the four key pathogenic marker species Aa, Pg, Tf and Td Yakob et al. [4] also performed PCR in gingival fluid for Prevotella intermedia. The authors found that increased levels of MMP8 in the gingival crevicular fluid were associated with the presence of Tf and Td whereas increased MMP9 was exclusively associated with Td. This was corroborated by the present study, which also found significantly increased levels of MMP9 in the bronchial fluids, which were strongly associated with the presence of Td. In contrast, for Tf no significant association was found. This may be partly the consequence of the fact, that the activated form of MMP8 was measured in this study. In the case of periodontitis the interaction of Td and oral host proteins has been studied many times, and extensively reviewed [32]. It seems that bronchial colonisation/infection with Td is associated with local pro-inflammatory processes in comparable ways. Although increased levels of MMP8 and MMP9 of bronchoalveolar lavage fluid in earlier studies have been associated with severe infectious conditions such as ventilator associated pneumonias [7,33],the exact role of MMPs in inflammatory diseases of the lung is not yet understood. Data concerning levels of MMPs and development or progression of COPD for example, are conflicting [27,34]. Cell surface lipopolysaccharides of Td that bind to extracellular matrix components of the periodontal tissue seem to induce pro-inflammatory pathways, which eventually contribute to the development of periodontitis [35]. In the current study evidence was found that Td is associated with elevated MMPs in the bronchial compartment. However, whether comparable inflammatory mechanisms underlie in the periodont and in the bronchial compartment, respectively, needs to be investigated in future studies. So far, beside… (hier muss noch MMP2, MMP12 in der Lunge erörter warden; MMP9 und 8 ist oben erwähnt).

Secondly, smokers have shown increased levels of aMMP8 and MMP9 in the bronchial fluid independently of the presence of Td. This finding shows similarities with recent observations reported by Victor and co-workers [25]. In the latter study, MMP8 and MMP9 were determined in the gingival crevicular fluid of smokers and non-smokers suffering from chronic periodontitis. Smoking and periodontitis were both associated with increased levels of MMP8 and MMP9 in gingival crevicular fluid in the sense of additional factors. Increased levels of MMP8 and MMP9 in the bronchoalveolar lavage fluid of smokers [34] and induced sputum of smokers [23], respectively, have been reported earlier. However, to our knowledge, the current study was the first to demonstrate that smoking and the presence of Td in the bronchial compartment are independently associated with increased levels of aMMP8 and MMP9 in an additional sense.

Interestingly, in the case of the cytokines IL1- ß, TNF-α and IL-8, consistent patterns could not be found. Noh et al. [11] found increased IL8 and TNF alpha levels in gingival tissue of patients suffering from periodontitis. Although, IL1-ß,and IL-8 have been found to be elevated in the bronchoalveolar lavage fluid of patients suffering from ventilator associated pneumonias [12], it appears that in contrast to MMPs the levels of these cytokines in the bronchial fluid are not consistently altered in the case of smoking or colonisation/infection with periopathogens. This may be the consequence of a more discrete inflammation in the latter cases. Furthermore, it was likely that cytokines secreted in focal areas of inflammation in the lungs were degraded locally or removed in the circulation before they diffused into the bronchial fluid.

Somewhat surprisingly and apparently in contrast to other authors [23,27,34] we could not correlate the levels of MMPs measured in bronchial fluid with the presence or absence of COPD. However, taking a closer look in one study [27], no information was provided regarding the smoking status of the study participants. In another study [23], which investigated the levels of MMP8, MMP9 and MMP12 in the induced sputum, only MMP8 was higher in symptomatic smokers with COPD Stage GOLD 0 compared to non-symptomatic smokers. In this study no information is available concerning activated MMP8. Finally, D’Armiento et al. [34] found significantly elevated MMP9 in bronchoalveolar lavage fluid in both smokers and former smokers with emphysema compared to non-smoking controls. However, MMP9 neither correlated with the severity of COPD nor with the degree of disease progression over an 18- month period. Although the role of MMPs and its’ polymorphisms for the development of COPD are discussed extensively in the literature (summarised in [28]), the exact part of MMPs in COPD pathogenesis is not well characterised as yet.

In an earlier study [18] this research group demonstrated that periodontitis appeared to be a risk factor for bronchial colonisation/infection with periopathogens. Therefore, the group expected its current analysis to show that patients suffering from periodontitis might also be more vulnerable to pro-inflammatory consequences of colonisation/infection with periopathogens in the bronchial compartment. However, no evidence was found to support this hypothesis. This may be consequent on having information about the earlier treatment of periodontitis in the participant population, and potentially this interacted with the presence or absence of periodontitis at the time of the study investigation.

The current study is subject to some limitations. Although, to the best of our knowledge so far no data exist concerning inflammatory consequences of bronchial colonisation/infection with periopathogens based on our data we are not able to characterise the clinical implications of these findings in our population. This outcome may be the consequence of the relatively small number of patients and their heterogeneity. In addition, the relatively limited scientific data available concerning the role of MMPs in lung disease and the cross sectional design of the current study hinder the clinical interpretation of our results Due to the relatively small number of patients the impact of potential additional factors on the levels of inflammatory markers could not be analysed in the regression models employed. Another shortcoming is the fact, that tissue inhibitors of metalloproteases were not measured in the current study. Furthermore, although evidence was found for local inflammatory reactions in the case of Td, these researchers could not differentiate between detection, colonisation and infection.

In summary, this cross sectional study has shown that smoking and bronchial colonisation/infection with Td are independently associated with elevated MMPs (aMMP8/MMP9 and MMP9/MMP12, respectively) in the bronchial fluid in a relatively large population.

Acknowledgments

This work was supported by a Research Fund from the Research Council of the Cantonal Hospital Aarau, Switzerland. We also thank Constanze Spelters for her precise work as study nurse and the the Cantonal Hospital Aarau Endoscopy Team for its support.

Author Contributions

Conceived and designed the experiments: SI PS LB. Performed the experiments: SI GT. Analyzed the data: SI SG. Contributed reagents/materials/analysis tools: LB LR AA. Wrote the paper: SI PS.

References

  1. 1. Page RC, Kornman KS. (1997) The pathogenesis of human periodontitis: an introduction. Periodontol 2000 14: 9–11.
  2. 2. Holt SC, Ebersole JL. (2005) Porphyromonas gingivalis, Treponema denticola, and Tannerella forsythia: the "red complex", a prototype polybacterial pathogenic consortium in periodontitis. Periodontol 2000 38: 72–122.
  3. 3. Socransky SS, Haffajee AD, Cugini MA, Smith C, Kent RL Jr. (1998) Microbial complexes in subgingival plaque. J Clin Periodontol 25: 134–144. pmid:9495612
  4. 4. Yakob M, Meurman JH, Sorsa T, Soder B. (2013) Treponema denticola associates with increased levels of MMP-8 and MMP-9 in gingival crevicular fluid. Oral Dis 19: 694–701. pmid:23294114
  5. 5. Kraft-Neumarker M, Lorenz K, Koch R, Hoffmann T, Mantyla P, et al. (2012) Full-mouth profile of active MMP-8 in periodontitis patients. J Periodontal Res 47: 121–128. pmid:21958332
  6. 6. Sorsa T, Mantyla P, Ronka H, Kallio P, Kallis GB, et al. (1999) Scientific basis of a matrix metalloproteinase-8 specific chair-side test for monitoring periodontal and peri-implant health and disease. Ann N Y Acad Sci 878: 130–140. pmid:10415725
  7. 7. El-Solh AA, Amsterdam D, Alhajhusain A, Akinnusi ME, Saliba RG, et al. (2009) Matrix metalloproteases in bronchoalveolar lavage fluid of patients with type III Pseudomonas aeruginosa pneumonia. J Infect 59: 49–55. pmid:19535150
  8. 8. Villalta PC, Rocic P, Townsley MI. (2014) Role of MMP2 and MMP9 in TRPV4-induced lung injury. Am J Physiol Lung Cell Mol Physiol 307: L652–L659. pmid:25150065
  9. 9. Craig VJ, Quintero PA, Fyfe SE, Patel AS, Knolle MD, et al. (2013) Profibrotic activities for matrix metalloproteinase-8 during bleomycin-mediated lung injury. J Immunol 190: 4283–4296. pmid:23487425
  10. 10. Beklen A, Ainola M, Hukkanen M, Gurgan C, Sorsa T, et al. (2007) MMPs, IL-1, and TNF are regulated by IL-17 in periodontitis. J Dent Res 86: 347–351. pmid:17384030
  11. 11. Noh MK, Jung M, Kim SH, Lee SR, Park KH, et al. (2013) Assessment of IL-6, IL-8 and TNF-alpha levels in the gingival tissue of patients with periodontitis. Exp Ther Med 6: 847–851. pmid:24137277
  12. 12. Hellyer TP, Morris AC, McAuley DF, Walsh TS, Anderson NH, et al. (2015) Diagnostic accuracy of pulmonary host inflammatory mediators in the exclusion of ventilator-acquired pneumonia. Thorax 70: 41–47. pmid:25298325
  13. 13. Charlson ES, Bittinger K, Haas AR, Fitzgerald AS, Frank I, et al. (2011) Topographical continuity of bacterial populations in the healthy human respiratory tract. Am J Respir Crit Care Med 184: 957–963. pmid:21680950
  14. 14. Sze MA, Dimitriu PA, Hayashi S, Elliott WM, McDonough JE, et al. (2012) The lung tissue microbiome in chronic obstructive pulmonary disease. Am J Respir Crit Care Med 185: 1073–1080. pmid:22427533
  15. 15. Erb-Downward JR, Thompson DL, Han MK, Freeman CM, McCloskey L, et al. (2011) Analysis of the lung microbiome in the "healthy" smoker and in COPD. PLoS One 6: e16384. pmid:21364979
  16. 16. Huang YJ, Kim E, Cox MJ, Brodie EL, Brown R, et al. (2010) A persistent and diverse airway microbiota present during chronic obstructive pulmonary disease exacerbations. OMICS 14: 9–59. pmid:20141328
  17. 17. Irani S, Schmidlin PR, Bolivar I, Speich R, Boehler A. (2011) Evidence for graft colonization with periodontal pathogens in lung transplant recipients. A pilot study. Schweiz Monatsschr Zahnmed 121: 1144–1149. pmid:22203528
  18. 18. Schmidlin PR, Fachinger P, Tini G, Graber S, Seifert B, et al. (2015) Shared microbiome in gums and the lung in an outpatient population. J Infect 70: 255–263. pmid:25445885
  19. 19. Cutress TW, Hunter PB, Beck DJ, de SP. (1978) A comparison of WHO periodontal status index with the periodontal and oral hygiene indices. Community Dent Oral Epidemiol 6: 245–252. pmid:281290
  20. 20. Cutress TW, Ainamo J, Sardo-Infirri J. (1987) The community periodontal index of treatment needs (CPITN) procedure for population groups and individuals. Int Dent J 37: 222–233. pmid:3481626
  21. 21. Eick S, Straube A, Guentsch A, Pfister W, Jentsch H. (2011) Comparison of real-time polymerase chain reaction and DNA-strip technology in microbiological evaluation of periodontitis treatment. Diagn Microbiol Infect Dis 69: 12–20. pmid:21146709
  22. 22. Haq I, Lowrey GE, Kalsheker N, Johnson SR. (2011) Matrix metalloproteinase-12 (MMP-12) SNP affects MMP activity, lung macrophage infiltration and protects against emphysema in COPD. Thorax 66: 970–976. pmid:21730350
  23. 23. Ilumets H, Rytila P, Demedts I, Brusselle GG, Sovijarvi A, et al. (2007) Matrix metalloproteinases -8, -9 and -12 in smokers and patients with stage 0 COPD. Int J Chron Obstruct Pulmon Dis 2: 369–379. pmid:18229576
  24. 24. Vignali DA. (2000) Multiplexed particle-based flow cytometric assays. J Immunol Methods 243: 243–255. pmid:10986418
  25. 25. Victor DJ, Subramanian S, Gnana PP, Kolagani SP. (2014) Assessment of Matrix Metalloproteinases-8 and -9 in Gingival Crevicular Fluid of Smokers and Non-smokers with Chronic Periodontitis Using ELISA. J Int Oral Health 6: 67–71. pmid:25628487
  26. 26. Morris A, Beck JM, Schloss PD, Campbell TB, Crothers K, et al. (2013) Comparison of the respiratory microbiome in healthy nonsmokers and smokers. Am J Respir Crit Care Med 187: 1067–1075. pmid:23491408
  27. 27. Xie SS, Hu F, Tan M, Duan YX, Song XL, et al. (2014) Relationship between expression of matrix metalloproteinase-9 and adenylyl cyclase-associated protein 1 in chronic obstructive pulmonary disease. J Int Med Res 42: 1272–1284. pmid:25332229
  28. 28. Mocchegiani E, Giacconi R, Costarelli L. (2011) Metalloproteases/anti-metalloproteases imbalance in chronic obstructive pulmonary disease: genetic factors and treatment implications. Curr Opin Pulm Med 17 Suppl 1: S11–S19. pmid:22209925
  29. 29. Zehnder M, Wegehaupt FJ, Attin T. (2011) A first study on the usefulness of matrix metalloproteinase 9 from dentinal fluid to indicate pulp inflammation. J Endod 37: 17–20. pmid:21146069
  30. 30. Ramseier CA, Kinney JS, Herr AE, Braun T, Sugai JV, et al. (2009) Identification of pathogen and host-response markers correlated with periodontal disease. J Periodontol 80: 436–446. pmid:19254128
  31. 31. Yakob M, Kari K, Tervahartiala T, Sorsa T, Soder PO, et al. (2012) Associations of periodontal microorganisms with salivary proteins and MMP-8 in gingival crevicular fluid. J Clin Periodontol 39: 256–263. pmid:22103335
  32. 32. Fenno JC. (2012) Treponema denticola interactions with host proteins. J Oral Microbiol 4.
  33. 33. Wilkinson TS, Morris AC, Kefala K, O'Kane CM, Moore NR, et al. (2012) Ventilator-associated pneumonia is characterized by excessive release of neutrophil proteases in the lung. Chest 142: 1425–1432. pmid:22911225
  34. 34. D'Armiento JM, Goldklang MP, Hardigan AA, Geraghty P, Roth MD, et al. (2013) Increased matrix metalloproteinase (MMPs) levels do not predict disease severity or progression in emphysema. PLoS One 8: e56352. pmid:23441181
  35. 35. Grenier D. (2013) Binding properties of Treponema denticola lipooligosaccharide. J Oral Microbiol 5.