Evaluation of salivary biomarkers for the diagnosis of periodontitis

Yong Zhang, Ni Kang, Fei Xue, Jing Qiao, Jinyu Duan, Fan Chen, Yu Cai, Yong Zhang, Ni Kang, Fei Xue, Jing Qiao, Jinyu Duan, Fan Chen, Yu Cai

Abstract

Background: Salivary interleukin (IL)-1β, matrix metalloproteinase (MMP)-8, pyridinoline cross-linked carboxyterminal telopeptide of type I collagen (ICTP) and Porphyromonas gingivalis (Pg) are related to periodontitis. This study aimed to investigate the diagnostic potential of these biomarkers and to build a prediction panel for diagnosing periodontal disease.

Methods: A total of 80 participants were enrolled in a cross-sectional study and divided into healthy (n = 25), gingivitis (n = 24), and periodontitis (n = 31) groups based on their periodontal exam results. A full mouth periodontal examination was performed and unstimulated saliva was collected. Salivary IL-1β, MMP-8, ICTP, and Pg were assessed using enzyme-linked immunosorbent assay (ELISA) and quantitative real time PCR (qPCR). Their potentials for diagnosing periodontal disease were analyzed and combined prediction panels of periodontal disease were evaluated.

Results: As a single marker, IL-1β showed the best diagnostic value of the four markers evaluated and exhibited an area under the curve (AUC) value of 0.88 with 90% sensitivity and 76% specificity for discriminating periodontitis subjects from healthy subjects, an AUC value of 0.80 with 83% sensitivity and 76% specificity for discriminating gingivitis subjects from healthy subjects and an AUC value of 0.66 with 68% sensitivity and 64% specificity for differentiating periodontitis subjects from gingivitis subjects. The combination of IL-1β, ICTP, and Pg exhibited the highest efficacy for discriminating periodontitis subjects from healthy subjects (AUC = 0.94) and gingivitis subjects (AUC = 0.77). The combination of IL-1β and MMP-8 exhibited the best ability to discriminate gingivitis from healthy subjects (AUC = 0.84).

Conclusions: Salivary IL-1β, MMP-8, ICTP, and Pg showed significant effectiveness for diagnosing periodontal disease. The combination of IL-1β, ICTP, and Pg can be used to discriminate periodontitis subjects from healthy subjects and gingivitis subjects, and the combination of IL-1β and MMP-8 can be used to discriminate gingivitis subjects from healthy subjects.

Keywords: Biomarker; Diagnosis; Gingivitis; Periodontitis; Saliva.

Conflict of interest statement

The authors declare that they have no conflict of interest.

Figures

Fig. 1
Fig. 1
Receiver operating characteristic (ROC) analysis of salivary biomarker combinations with AUC values: a The combination of IL-1β, ICTP, and Pg used to discriminate periodontitis patients from healthy subjects. b The combination of IL-1β and MMP-8 used to discriminate gingivitis patients from healthy subjects. c The combination of IL-1β, ICTP, and Pg used to discriminate periodontitis patients from gingivitis patients

References

    1. Slots J. Periodontitis: facts, fallacies and the future. Periodontol 2000. 2017;75(1):7–23. doi: 10.1111/prd.12221.
    1. Lang NP, Tonetti MS. Periodontal diagnosis in treated periodontitis. Why, when and how to use clinical parameters. J Clin Periodontol. 1996;23(3 Pt 2):240–250. doi: 10.1111/j.1600-051X.1996.tb02083.x.
    1. Fuentes L, Yakob M, Wong DT. Emerging horizons of salivary diagnostics for periodontal disease. Br Dent J. 2014;217(10):567–573. doi: 10.1038/sj.bdj.2014.1005.
    1. Zhang Y, Sun J, Lin CC, Abemayor E, Wang MB, Wong DT. The emerging landscape of salivary diagnostics. Periodontol 2000. 2016;70(1):38–52. doi: 10.1111/prd.12099.
    1. Belstrom D, Sembler-Moller ML, Grande MA, Kirkby N, Cotton SL, Paster BJ, Twetman S, Holmstrup P. Impact of oral hygiene discontinuation on supragingival and salivary microbiomes. JDR Clin Trans Res. 2018;3(1):57–64.
    1. Ramseier CA, Kinney JS, Herr AE, Braun T, Sugai JV, Shelburne CA, Rayburn LA, Tran HM, Singh AK, Giannobile WV. Identification of pathogen and host-response markers correlated with periodontal disease. J Periodontol. 2009;80(3):436–446. doi: 10.1902/jop.2009.080480.
    1. Jaedicke KM, Preshaw PM, Taylor JJ. Salivary cytokines as biomarkers of periodontal diseases. Periodontol 2000. 2016;70(1):164–183. doi: 10.1111/prd.12117.
    1. Frodge BD, Ebersole JL, Kryscio RJ, Thomas MV, Miller CS. Bone remodeling biomarkers of periodontal disease in saliva. J Periodontol. 2008;79(10):1913–1919. doi: 10.1902/jop.2008.080070.
    1. Teles RP, Likhari V, Socransky SS, Haffajee AD. Salivary cytokine levels in subjects with chronic periodontitis and in periodontally healthy individuals: a cross-sectional study. J Periodontal Res. 2009;44(3):411–417. doi: 10.1111/j.1600-0765.2008.01119.x.
    1. Syndergaard B, Al-Sabbagh M, Kryscio RJ, Xi J, Ding X, Ebersole JL, Miller CS. Salivary biomarkers associated with gingivitis and response to therapy. J Periodontol. 2014;85(8):e295–303. doi: 10.1902/jop.2014.130696.
    1. Belstrom D, Damgaard C, Kononen E, Gursoy M, Holmstrup P, Gursoy UK. Salivary cytokine levels in early gingival inflammation. J Oral Microbiol. 2017;9(1):1364101. doi: 10.1080/20002297.2017.1364101.
    1. Gursoy UK, Kononen E, Uitto VJ, Pussinen PJ, Hyvarinen K, Suominen-Taipale L, Knuuttila M. Salivary interleukin-1beta concentration and the presence of multiple pathogens in periodontitis. J Clin Periodontol. 2009;36(11):922–927. doi: 10.1111/j.1600-051X.2009.01480.x.
    1. de Morais EF, Pinheiro JC, Leite RB, Santos PPA, Barboza CAG, Freitas RA. Matrix metalloproteinase-8 levels in periodontal disease patients: a systematic review. J Periodontal Res. 2018;53(2):156–163. doi: 10.1111/jre.12495.
    1. Mishra D, Gopalakrishnan S, Arun KV, Kumar TS, Devanathan S, Misra SR. Evaluation of salivary levels of pyridinoline cross linked carboxyterminal telopeptide of type I Collagen (ICTP) in periodontal health and disease. J Clin Diagn Res. 2015;9(9):50–55.
    1. Damgaard C, Danielsen AK, Enevold C, Massarenti L, Nielsen CH, Holmstrup P, Belstrom D. Porphyromonas gingivalis in saliva associates with chronic and aggressive periodontitis. J Oral Microbiol. 2019;11(1):1653123. doi: 10.1080/20002297.2019.1653123.
    1. Chapple ILC, Mealey BL, Van Dyke TE, Bartold PM, Dommisch H, Eickholz P, Geisinger ML, Genco RJ, Glogauer M, Goldstein M, et al. Periodontal health and gingival diseases and conditions on an intact and a reduced periodontium: Consensus report of workgroup 1 of the 2017 World Workshop on the Classification of Periodontal and Peri-Implant Diseases and Conditions. J Clin Periodontol. 2018;45(Suppl 20):S68–S77. doi: 10.1111/jcpe.12940.
    1. Papapanou PN, Sanz M, Buduneli N, Dietrich T, Feres M, Fine DH, Flemmig TF, Garcia R, Giannobile WV, Graziani F, et al. Periodontitis: consensus report of workgroup 2 of the 2017 World Workshop on the Classification of Periodontal and peri-implant diseases and conditions. J Clin Periodontol. 2018;45(Suppl 20):S162–S170. doi: 10.1111/jcpe.12946.
    1. Tonetti MS, Greenwell H, Kornman KS. Staging and grading of periodontitis: framework and proposal of a new classification and case definition. J Clin Periodontol. 2018;45(Suppl 20):S149–S161. doi: 10.1111/jcpe.12945.
    1. Henson BS, Wong DT. Collection, storage, and processing of saliva samples for downstream molecular applications. Methods Mol Biol. 2010;666:21–30. doi: 10.1007/978-1-60761-820-1_2.
    1. Wu YC, Ning L, Tu YK, Huang CP, Huang NT, Chen YF, Chang PC. Salivary biomarker combination prediction model for the diagnosis of periodontitis in a Taiwanese population. J Formos Med Assoc. 2018;117(9):841–848. doi: 10.1016/j.jfma.2017.10.004.
    1. Zeller I, Hutcherson JA, Lamont RJ, Demuth DR, Gumus P, Nizam N, Buduneli N, Scott DA. Altered antigenic profiling and infectivity of Porphyromonas gingivalis in smokers and non-smokers with periodontitis. J Periodontol. 2014;85(6):837–844. doi: 10.1902/jop.2013.130336.
    1. Dawes C, Wong DTW. Role of saliva and salivary diagnostics in the advancement of oral health. J Dent Res. 2019;98(2):133–141. doi: 10.1177/0022034518816961.
    1. Schmalz G, Hubscher AE, Angermann H, Schmidt J, Schmickler J, Legler TJ, Ziebolz D. Associations of chairside salivary aMMP-8 findings with periodontal parameters, potentially periodontal pathogenic bacteria and selected blood parameters in systemically healthy adults. Diagn Microbiol Infect Dis. 2019;95(2):179–184. doi: 10.1016/j.diagmicrobio.2019.05.006.
    1. Loos BG, Tjoa S. Host-derived diagnostic markers for periodontitis: do they exist in gingival crevice fluid? Periodontol. 2000;2005(39):53–72.
    1. Sorsa T, Gursoy UK, Nwhator S, Hernandez M, Tervahartiala T, Leppilahti J, Gursoy M, Kononen E, Emingil G, Pussinen PJ, et al. Analysis of matrix metalloproteinases, especially MMP-8, in gingival creviclular fluid, mouthrinse and saliva for monitoring periodontal diseases. Periodontol 2000. 2016;70(1):142–163. doi: 10.1111/prd.12101.
    1. Kuula H, Salo T, Pirila E, Tuomainen AM, Jauhiainen M, Uitto VJ, Tjaderhane L, Pussinen PJ, Sorsa T. Local and systemic responses in matrix metalloproteinase 8-deficient mice during Porphyromonas gingivalis-induced periodontitis. Infect Immun. 2009;77(2):850–859. doi: 10.1128/IAI.00873-08.
    1. Hamedi M, Belibasakis GN, Cruchley AT, Rangarajan M, Curtis MA, Bostanci N. Porphyromonas gingivalis culture supernatants differentially regulate interleukin-1beta and interleukin-18 in human monocytic cells. Cytokine. 2009;45(2):99–104. doi: 10.1016/j.cyto.2008.11.005.
    1. Liljestrand JM, Gursoy UK, Hyvarinen K, Sorsa T, Suominen AL, Kononen E, Pussinen PJ. Combining salivary pathogen and serum antibody levels improves their diagnostic ability in detection of periodontitis. J Periodontol. 2014;85(1):123–131. doi: 10.1902/jop.2013.130030.
    1. Sexton WM, Lin Y, Kryscio RJ, Dawson DR, 3rd, Ebersole JL, Miller CS. Salivary biomarkers of periodontal disease in response to treatment. J Clin Periodontol. 2011;38(5):434–441. doi: 10.1111/j.1600-051X.2011.01706.x.
    1. Gursoy UK, Kononen E, Tervahartiala T, Gursoy M, Pitkanen J, Torvi P, Suominen AL, Pussinen P, Sorsa T. Molecular forms and fragments of salivary MMP-8 in relation to periodontitis. J Clin Periodontol. 2018;45(12):1421–1428. doi: 10.1111/jcpe.13024.
    1. Heikkinen AM, Raisanen IT, Tervahartiala T, Sorsa T. Cross-sectional analysis of risk factors for subclinical periodontitis; active matrix metalloproteinase-8 as a potential indicator in initial periodontitis in adolescents. J Periodontol. 2019;90(5):484–492. doi: 10.1002/JPER.18-0450.
    1. Morelli T, Stella M, Barros SP, Marchesan JT, Moss KL, Kim SJ, Yu N, Aspiras MB, Ward M, Offenbacher S. Salivary biomarkers in a biofilm overgrowth model. J Periodontol. 2014;85(12):1770–1778. doi: 10.1902/jop.2014.140180.
    1. Nascimento GG, Baelum V, Sorsa T, Tervahartiala T, Skottrup PD, Lopez R. Salivary levels of MPO, MMP-8 and TIMP-1 are associated with gingival inflammation response patterns during experimental gingivitis. Cytokine. 2019;115:135–141. doi: 10.1016/j.cyto.2018.12.002.
    1. Verhulst MJL, Teeuw WJ, Bizzarro S, Muris J, Su N, Nicu EA, Nazmi K, Bikker FJ, Loos BG. A rapid, non-invasive tool for periodontitis screening in a medical care setting. BMC Oral Health. 2019;19(1):87. doi: 10.1186/s12903-019-0784-7.
    1. Keles Yucel ZP, Afacan B, Emingil G, Tervahartiala T, Kose T, Sorsa T. Local and systemic levels of aMMP-8 in gingivitis and stage 3 grade C periodontitis. J Periodontal Res. 2020;55(6):887–894. doi: 10.1111/jre.12781.
    1. Noack B, Kipping T, Tervahartiala T, Sorsa T, Hoffmann T, Lorenz K. Association between serum and oral matrix metalloproteinase-8 levels and periodontal health status. J Periodontal Res. 2017;52(5):824–831. doi: 10.1111/jre.12450.
    1. Sorsa T, Alassiri S, Grigoriadis A, Raisanen IT, Parnanen P, Nwhator SO, Gieselmann DR, Sakellari D. Active MMP-8 (aMMP-8) as a grading and staging biomarker in the periodontitis classification. Diagnostics (Basel) 2020;10(2):61. doi: 10.3390/diagnostics10020061.
    1. Romero-Castro NS, Vazquez-Villamar M, Munoz-Valle JF, Reyes-Fernandez S, Serna-Radilla VO, Garcia-Arellano S, Castro-Alarcon N. Relationship between TNF-alpha, MMP-8, and MMP-9 levels in gingival crevicular fluid and the subgingival microbiota in periodontal disease. Odontology. 2020;108(1):25–33. doi: 10.1007/s10266-019-00435-5.
    1. Alassiri S, Parnanen P, Rathnayake N, Johannsen G, Heikkinen AM, Lazzara R, van der Schoor P, van der Schoor JG, Tervahartiala T, Gieselmann D, et al. The ability of quantitative, specific, and sensitive point-of-care/chair-side oral fluid immunotests for aMMP-8 to detect periodontal and Peri-implant diseases. Dis Markers. 2018;2018:1306396. doi: 10.1155/2018/1306396.
    1. Kinney JS, Ramseier CA, Giannobile WV. Oral fluid-based biomarkers of alveolar bone loss in periodontitis. Ann N Y Acad Sci. 2007;1098:230–251. doi: 10.1196/annals.1384.028.
    1. Taba M, Jr, Kinney J, Kim AS, Giannobile WV. Diagnostic biomarkers for oral and periodontal diseases. Dent Clin N Am. 2005;49(3):551–571. doi: 10.1016/j.cden.2005.03.009.
    1. Giannobile WV, Lynch SE, Denmark RG, Paquette DW, Fiorellini JP, Williams RC. Crevicular fluid osteocalcin and pyridinoline cross-linked carboxyterminal telopeptide of type I collagen (ICTP) as markers of rapid bone turnover in periodontitis. A pilot study in beagle dogs. J Clin Periodontol. 1995;22(12):903–910. doi: 10.1111/j.1600-051X.1995.tb01793.x.
    1. Payne JB, Stoner JA, Lee HM, Nummikoski PV, Reinhardt RA, Golub LM. Serum bone biomarkers and oral/systemic bone loss in humans. J Dent Res. 2011;90(6):747–751. doi: 10.1177/0022034511402993.
    1. Nazar Majeed Z, Philip K, Alabsi AM, Pushparajan S, Swaminathan D. Identification of gingival crevicular fluid sampling, analytical methods, and oral biomarkers for the diagnosis and monitoring of periodontal diseases: a systematic review. Dis Markers. 2016;2016:1804727. doi: 10.1155/2016/1804727.
    1. Hassan MN, Belibasakis GN, Gumus P, Ozturk VO, Emingil G, Bostanci N. Annexin-1 as a salivary biomarker for gingivitis during pregnancy. J Periodontol. 2018;89(7):875–882. doi: 10.1002/JPER.17-0557.
    1. Lundmark A, Hu YOO, Huss M, Johannsen G, Andersson AF, Yucel-Lindberg T. Identification of salivary microbiota and its association with host inflammatory mediators in periodontitis. Front Cell Infect Microbiol. 2019;9:216. doi: 10.3389/fcimb.2019.00216.
    1. Kc S, Wang XZ, Gallagher JE. Diagnostic sensitivity and specificity of host-derived salivary biomarkers in periodontal disease amongst adults: systematic review. J Clin Periodontol. 2020;47(3):289–308. doi: 10.1111/jcpe.13218.
    1. Ebersole JL, Nagarajan R, Akers D, Miller CS. Targeted salivary biomarkers for discrimination of periodontal health and disease(s) Front Cell Infect Microbiol. 2015;5:62. doi: 10.3389/fcimb.2015.00062.
    1. Salminen A, Gursoy UK, Paju S, Hyvarinen K, Mantyla P, Buhlin K, Kononen E, Nieminen MS, Sorsa T, Sinisalo J, et al. Salivary biomarkers of bacterial burden, inflammatory response, and tissue destruction in periodontitis. J Clin Periodontol. 2014;41(5):442–450. doi: 10.1111/jcpe.12234.
    1. Gursoy UK, Kononen E, Pradhan-Palikhe P, Tervahartiala T, Pussinen PJ, Suominen-Taipale L, Sorsa T. Salivary MMP-8, TIMP-1, and ICTP as markers of advanced periodontitis. J Clin Periodontol. 2010;37(6):487–493. doi: 10.1111/j.1600-051X.2010.01563.x.
    1. Gursoy UK, Kononen E, Pussinen PJ, Tervahartiala T, Hyvarinen K, Suominen AL, Uitto VJ, Paju S, Sorsa T. Use of host- and bacteria-derived salivary markers in detection of periodontitis: a cumulative approach. Dis Markers. 2011;30(6):299–305. doi: 10.1155/2011/621484.
    1. Gursoy UK, Pussinen PJ, Salomaa V, Syrjalainen S, Kononen E. Cumulative use of salivary markers with an adaptive design improves detection of periodontal disease over fixed biomarker thresholds. Acta Odontol Scand. 2018;76(7):493–496. doi: 10.1080/00016357.2018.1441436.
    1. Hosmer DW, Lemeshow S. Applied logistic regression. 2. New York: Wiley; 2000.
    1. Afacan B, Ozturk VO, Emingil G, Kose T, Bostanci N. Alarm anti-protease trappin-2 negatively correlates with proinflammatory cytokines in patients with periodontitis. J Periodontol. 2018;89(1):58–66.
    1. Miura M, Hamachi T, Fujise O, Maeda K. The prevalence and pathogenic differences of Porphyromonas gingivalis fimA genotypes in patients with aggressive periodontitis. J Periodontal Res. 2005;40(2):147–152. doi: 10.1111/j.1600-0765.2005.00779.x.
    1. Zhao L, Wu YF, Meng S, Yang H, OuYang YL, Zhou XD. Prevalence of fimA genotypes of Porphyromonas gingivalis and periodontal health status in Chinese adults. J Periodontal Res. 2007;42(6):511–517. doi: 10.1111/j.1600-0765.2007.00975.x.

Source: PubMed

3
Sottoscrivi