Validation and verification of predictive salivary biomarkers for oral health

被引:0
|
作者
Nagihan Bostanci
Konstantinos Mitsakakis
Beral Afacan
Kai Bao
Benita Johannsen
Desirée Baumgartner
Lara Müller
Hana Kotolová
Gülnur Emingil
Michal Karpíšek
机构
[1] Karolinska Institutet,Section of Periodontology and Dental Prevention, Division of Oral Diseases, Department of Dental Medicine
[2] Hahn-Schickard,Laboratory for MEMS Applications, IMTEK – Department of Microsystems Engineering
[3] University of Freiburg,Department of Periodontology, School of Dentistry
[4] Aydin University,Faculty of Pharmacy
[5] Masaryk University,Department of Periodontology, School of Dentistry
[6] Ege University,undefined
[7] BioVendor-Laboratorní Medicína a.s.,undefined
[8] Research and Diagnostic Products Division,undefined
来源
Scientific Reports | / 11卷
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Oral health is important not only due to the diseases emerging in the oral cavity but also due to the direct relation to systemic health. Thus, early and accurate characterization of the oral health status is of utmost importance. There are several salivary biomarkers as candidates for gingivitis and periodontitis, which are major oral health threats, affecting the gums. These need to be verified and validated for their potential use as differentiators of health, gingivitis and periodontitis status, before they are translated to chair-side for diagnostics and personalized monitoring. We aimed to measure 10 candidates using high sensitivity ELISAs in a well-controlled cohort of 127 individuals from three groups: periodontitis (60), gingivitis (31) and healthy (36). The statistical approaches included univariate statistical tests, receiver operating characteristic curves (ROC) with the corresponding Area Under the Curve (AUC) and Classification and Regression Tree (CART) analysis. The main outcomes were that the combination of multiple biomarker assays, rather than the use of single ones, can offer a predictive accuracy of > 90% for gingivitis versus health groups; and 100% for periodontitis versus health and periodontitis versus gingivitis groups. Furthermore, ratios of biomarkers MMP-8, MMP-9 and TIMP-1 were also proven to be powerful differentiating values compared to the single biomarkers.
引用
收藏
相关论文
共 50 条
  • [1] Validation and verification of predictive salivary biomarkers for oral health
    Bostanci, Nagihan
    Mitsakakis, Konstantinos
    Afacan, Beral
    Bao, Kai
    Johannsen, Benita
    Baumgartner, Desiree
    Mueller, Lara
    Kotolova, Hana
    Emingil, Guelnur
    Karpisek, Michal
    SCIENTIFIC REPORTS, 2021, 11 (01)
  • [2] NCI-EDRN validation of salivary oral cancer biomarkers
    Wong, D. T.
    Wang, J.
    Reiss, J.
    Zimmermann, B.
    Zhou, H.
    Elashoff, D.
    Morris, D.
    Randolph, T.
    Feng, Z.
    Chia, D.
    JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (15)
  • [3] NCI-EDRN validation of salivary oral cancer biomarkers
    Wang, Jianghua
    Reiss, Jean
    Zimmermann, Bernhard
    Zhou, Hui
    Elashoff, David
    Morris, Daryl
    Randolph, Tim
    Feng, Ziding
    Chia, David
    Wong, David T.
    CANCER BIOMARKERS, 2008, 4 (03) : 167 - 168
  • [4] Salivary biomarkers of oral health - a cross-sectional study
    Rathnayake, Nilminie
    Akerman, Sigvard
    Klinge, Bjorn
    Lundegren, Nina
    Jansson, Henrik
    Tryselius, Ylva
    Sorsa, Timo
    Gustafsson, Anders
    JOURNAL OF CLINICAL PERIODONTOLOGY, 2013, 40 (02) : 140 - 147
  • [5] Predictive Biomarkers: Identification and Verification
    Yeatman, Timothy J.
    JOURNAL OF CLINICAL ONCOLOGY, 2009, 27 (17) : 2743 - 2744
  • [6] Validation of salivary proteomic biomarkers for early detection of oral cancer in the Egyptian population
    Ghalwash, Dalia
    Ammar, Ahmed
    Abou-Bakr, Asmaa
    Diab, Al-Hassan
    El-Gawish, Ayman
    FUTURE SCIENCE OA, 2025, 11 (01):
  • [7] The Role of Salivary Biomarkers in Monitoring Oral Health in Patients with Implants and Periodontitis
    Lopez-Jornet, Pia
    Hynninen, Joonas Nikolai
    Parra-Perez, Francisco
    Peres-Rubio, Camila
    Pons-Fuster, Eduardo
    Tvarijonaviciute, Asta
    APPLIED SCIENCES-BASEL, 2024, 14 (02):
  • [8] Salivary Biomarkers and Oral Health in Liver Transplant Recipients, with an Emphasis on Diabetes
    Norrman, Annika Emilia
    Tervahartiala, Taina
    Sahlberg, Ella
    Sorsa, Timo
    Ruokonen, Hellevi
    Gronroos, Lisa
    Meurman, Jukka H.
    Isoniemi, Helena
    Nordin, Arno
    Aberg, Fredrik
    Helenius-Hietala, Jaana
    DIAGNOSTICS, 2021, 11 (04)
  • [9] VALIDATION OF A CAFFEINE QUESTIONNAIRE WITH SALIVARY BIOMARKERS
    Porucznik, C. A.
    Schliep, K. C.
    Cox, K. J.
    Willardson, S. L.
    Fang, W. B.
    Wilkins, D. G.
    Stanford, J. B.
    AMERICAN JOURNAL OF EPIDEMIOLOGY, 2012, 175 : S99 - S99
  • [10] Oral mucosa biology and salivary biomarkers
    Qin, Rosie
    Steel, Andrea
    Fazel, Nasim
    CLINICS IN DERMATOLOGY, 2017, 35 (05) : 477 - 483