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

Institutions

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
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Periodontitis Home Screening with Mouth Rinse Cut-Off 20 Ng/mL aMMP-8 Test and Mobile Application

Shipra Gupta, Ismo T. Räisänen, Julie Toby Thomas, Pirjo Pärnänen et al.
9 citations
Diagnostics
Oral microbiology and periodontitis research
13.19
article

Periodontitis Home Screening with Mouth Rinse Cut-Off 20 Ng/mL aMMP-8 Test and Mobile Application

Shipra Gupta, Ismo T. Räisänen, Julie Toby Thomas, Pirjo Pärnänen, Dimitra Sakellari, Andreas Grigoriadis, Tommi Pätilä, Timo Sorsa, Miika Penttala
article en
9 citations

Abstract

<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.

DiagnosticsVol. 15(3)
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)
Good health and well-being
Openalex Percentile: Top 1%
Oral microbiology and periodontitis research
13.19
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.