Periodontitis Home Screening with Mouth Rinse Cut-Off 20 Ng/mL aMMP-8 Test and Mobile Application
<b>Background:</b> In this study, we describe a method by which a patient can independently assess their own periodontitis risk, for example, at home, with a mobile application. The aim of the study is to use active matrix metalloproteinase aMMP-8 mouth rinse cut-off 20 ng/mL point-of-care testing (POCT) and a polynomial function to reveal patients' statistical risk of periodontitis. <b>Methods:</b> The polynomial function presented in this study was modeled with multiple logistic regression and the function estimates the risk of periodontitis using a probability measure. To investigate variables associated with periodontitis, we used data from adult patients visiting dental clinics in Thessaloniki, Greece. <b>Results:</b> The research results revealed that with appropriate information it is possible to obtain sufficient accuracy about a patient's potential risk of periodontitis. The function for estimating risk of periodontitis is PERIORISK = (1 + e<sup>-(3.392×X1+0.002×X2+1.858×X3-9.151)</sup>)<sup>-1</sup>, where X1 = aMMP-8 test result and tobacco smoking status, X2 = age × waist circumference and X3 = patient's individual and parental history of diabetes. <b>Conclusions:</b> The prediction of periodontitis risk using an aMMP-8 test and a polynomial function seems to be a useful, non-invasive, safe-to-use and cost-effective tool for all people. Overall, in the model created, mouth rinse cut-off 20 ng/mL aMMP-8 test result, age, waist circumference, tobacco smoking status and patient's individual and parental history of diabetes were found to be good factors explaining the risk of periodontitis.
Authors
- Shipra Gupta (ORCID: https://orcid.org/0000-0003-2097-2459)
- Ismo T. Räisänen (ORCID: https://orcid.org/0000-0001-5821-5299)
- Julie Toby Thomas (ORCID: https://orcid.org/0000-0002-6390-2621)
- Pirjo Pärnänen (ORCID: https://orcid.org/0000-0003-2994-8690)
- Dimitra Sakellari (ORCID: https://orcid.org/0000-0002-4365-8406)
- Andreas Grigoriadis (ORCID: https://orcid.org/0000-0002-5542-2230)
- Tommi Pätilä (ORCID: https://orcid.org/0000-0003-2219-4689)
- Timo Sorsa
- Miika Penttala (ORCID: https://orcid.org/0009-0009-9532-8829)
Institutions
- University of Helsinki (FI)
- Aristotle University of Thessaloniki (GR)
- Helsinki University Hospital (FI)
- Karolinska Institutet (SE)
- 424 General Military Hospital (GR)
- Post Graduate Institute of Medical Education and Research (IN)
Publication Details
- Journal
- Diagnostics
- Published
- 2025-01-27
- DOI
- https://doi.org/10.3390/diagnostics15030296
- Citations
- 9
- Primary Topic
- Oral microbiology and periodontitis research
- Type
- article
- Field-Weighted Citation Impact
- 13.19