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Clinical Evaluation of Pathognomonic Salivary Protease Fingerprinting for Oral Disease Diagnosis

Dental decay (Caries) and periodontal disease are globally prevalent diseases with significant clinical need for improved diagnosis. As mediators of dental disease-specific extracellular matrix degradation, proteases are promising analytes. We hypothesized that dysregulation of active proteases can...

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Autores principales: Koller, Garrit, Schürholz, Eva, Ziebart, Thomas, Neff, Andreas, Frankenberger, Roland, Bartsch, Jörg W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8472161/
https://www.ncbi.nlm.nih.gov/pubmed/34575643
http://dx.doi.org/10.3390/jpm11090866
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author Koller, Garrit
Schürholz, Eva
Ziebart, Thomas
Neff, Andreas
Frankenberger, Roland
Bartsch, Jörg W.
author_facet Koller, Garrit
Schürholz, Eva
Ziebart, Thomas
Neff, Andreas
Frankenberger, Roland
Bartsch, Jörg W.
author_sort Koller, Garrit
collection PubMed
description Dental decay (Caries) and periodontal disease are globally prevalent diseases with significant clinical need for improved diagnosis. As mediators of dental disease-specific extracellular matrix degradation, proteases are promising analytes. We hypothesized that dysregulation of active proteases can be functionally linked to oral disease status and may be used for diagnosis. To address this, we examined a total of 52 patients with varying oral disease states, including healthy controls. Whole mouth saliva samples and caries biopsies were collected and subjected to analysis. Overall proteolytic and substrate specific activities were assessed using five multiplexed, fluorogenic peptides. Peptide cleavage was further described by inhibitors targeting matrix metalloproteases (MMPs) and cysteine, serine, calpain proteases (CSC). Proteolytic fingerprints, supported by supervised machine-learning analysis, were delineated by total proteolytic activity (PepE) and substrate preference combined with inhibition profiles. Caries and peridontitis showed increased enzymatic activities of MMPs with common (PepA) and divergent substrate cleavage patterns (PepE), suggesting different MMP contribution in particular disease states. Overall, sensitivity and specificity values of 84.6% and 90.0%, respectively, were attained. Thus, a combined analysis of protease derived individual and arrayed substrate cleavage rates in conjunction with inhibitor profiles may represent a sensitive and specific tool for oral disease detection.
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spelling pubmed-84721612021-09-28 Clinical Evaluation of Pathognomonic Salivary Protease Fingerprinting for Oral Disease Diagnosis Koller, Garrit Schürholz, Eva Ziebart, Thomas Neff, Andreas Frankenberger, Roland Bartsch, Jörg W. J Pers Med Article Dental decay (Caries) and periodontal disease are globally prevalent diseases with significant clinical need for improved diagnosis. As mediators of dental disease-specific extracellular matrix degradation, proteases are promising analytes. We hypothesized that dysregulation of active proteases can be functionally linked to oral disease status and may be used for diagnosis. To address this, we examined a total of 52 patients with varying oral disease states, including healthy controls. Whole mouth saliva samples and caries biopsies were collected and subjected to analysis. Overall proteolytic and substrate specific activities were assessed using five multiplexed, fluorogenic peptides. Peptide cleavage was further described by inhibitors targeting matrix metalloproteases (MMPs) and cysteine, serine, calpain proteases (CSC). Proteolytic fingerprints, supported by supervised machine-learning analysis, were delineated by total proteolytic activity (PepE) and substrate preference combined with inhibition profiles. Caries and peridontitis showed increased enzymatic activities of MMPs with common (PepA) and divergent substrate cleavage patterns (PepE), suggesting different MMP contribution in particular disease states. Overall, sensitivity and specificity values of 84.6% and 90.0%, respectively, were attained. Thus, a combined analysis of protease derived individual and arrayed substrate cleavage rates in conjunction with inhibitor profiles may represent a sensitive and specific tool for oral disease detection. MDPI 2021-08-30 /pmc/articles/PMC8472161/ /pubmed/34575643 http://dx.doi.org/10.3390/jpm11090866 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Koller, Garrit
Schürholz, Eva
Ziebart, Thomas
Neff, Andreas
Frankenberger, Roland
Bartsch, Jörg W.
Clinical Evaluation of Pathognomonic Salivary Protease Fingerprinting for Oral Disease Diagnosis
title Clinical Evaluation of Pathognomonic Salivary Protease Fingerprinting for Oral Disease Diagnosis
title_full Clinical Evaluation of Pathognomonic Salivary Protease Fingerprinting for Oral Disease Diagnosis
title_fullStr Clinical Evaluation of Pathognomonic Salivary Protease Fingerprinting for Oral Disease Diagnosis
title_full_unstemmed Clinical Evaluation of Pathognomonic Salivary Protease Fingerprinting for Oral Disease Diagnosis
title_short Clinical Evaluation of Pathognomonic Salivary Protease Fingerprinting for Oral Disease Diagnosis
title_sort clinical evaluation of pathognomonic salivary protease fingerprinting for oral disease diagnosis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8472161/
https://www.ncbi.nlm.nih.gov/pubmed/34575643
http://dx.doi.org/10.3390/jpm11090866
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