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Rapid diagnosis of periodontitis, a feasibility study using MALDI-TOF mass spectrometry

Authors :
Angéline Antezack
Hervé Chaudet
Philippe Brouqui
Virginie Monnet-Corti
Hervé Tissot-Dupont
Aix-Marseille Université - Faculté d'odontologie (AMU ODONTO)
Aix Marseille Université (AMU)
Vecteurs - Infections tropicales et méditerranéennes (VITROME)
Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Institut de Recherche Biomédicale des Armées (IRBA)
Microbes évolution phylogénie et infections (MEPHI)
Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Centre National de la Recherche Scientifique (CNRS)
ANR: 10-IAHU-0003,Méditerranée Infection,I.H.U. Méditerranée Infection(2010)
Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Institut de Recherche Biomédicale des Armées [Brétigny-sur-Orge] (IRBA)
ANR-10-IAHU-0003,Méditerranée Infection,I.H.U. Méditerranée Infection(2010)
Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)
Source :
PLoS ONE, PLoS ONE, Public Library of Science, 2020, 15 (3), pp.e0230334. ⟨10.1371/journal.pone.0230334⟩, PLoS ONE, Vol 15, Iss 3, p e0230334 (2020), PLoS ONE, 2020, 15 (3), pp.e0230334. ⟨10.1371/journal.pone.0230334⟩
Publication Year :
2020
Publisher :
HAL CCSD, 2020.

Abstract

Aim The aim of the present study was to assess the feasibility and diagnostic contribution of protein profiling using MALDI-TOF mass spectrometry applied to saliva, gingival crevicular fluid (GCF) and dental plaque from periodontitis and healthy subjects. We hypothesized that rapid routine and blinded MALDI-TOF analysis could accurately classify these three types of samples according to periodontal state. Materials and methods Unstimulated saliva, GCF and dental plaque, collected from periodontitis subjects and healthy controls, were analyzed by MALDI-TOF MS. Based on the differentially expressed peaks between the two groups, diagnostic decision trees were built for each sample. Results Among 141 patients (67 periodontitis and 74 healthy controls), the decision trees diagnosed periodontitis with a sensitivity = 70.3% (± 0.211) and a specificity = 77.8% (± 0.165) for saliva, a sensitivity = 79.6% (± 0.188) and a specificity = 75.7% (± 0.195) for GCF, and a sensitivity = 72.1% (± 0.202) and a specificity = 72.2% (± 0.195) for dental plaque. The sensitivity and specificity of the tests were improved to 100% (CI 95% = [0.91;1]) and 100% (CI 95% = [0.92;1]), respectively, when two samples were tested. Conclusion We developed, for the first time, diagnostic tests based on protein profiles of saliva, GCF and dental plaque between periodontitis patients and healthy subjects. When at least 2 of these samples were tested, the best results were obtained.

Subjects

Subjects :
Male
0301 basic medicine
Saliva
Decision Analysis
Teeth
Physiology
Epidemiology
Gastroenterology
Mass Spectrometry
Analytical Chemistry
Spectrum Analysis Techniques
0302 clinical medicine
Oral Diseases
[SDV.MHEP.MI]Life Sciences [q-bio]/Human health and pathology/Infectious diseases
Medicine and Health Sciences
Medicine
[SDV.MHEP.ME]Life Sciences [q-bio]/Human health and pathology/Emerging diseases
Multidisciplinary
Periodontal diseases
Healthy subjects
Middle Aged
Body Fluids
3. Good health
Matrix-assisted laser desorption ionization time-of-flight mass spectrometry
Chemistry
Physical Sciences
[SDV.MP.VIR]Life Sciences [q-bio]/Microbiology and Parasitology/Virology
Engineering and Technology
Female
Anatomy
Management Engineering
Research Article
Adult
medicine.medical_specialty
Science
Decision trees
Oral Medicine
Research and Analysis Methods
Dental plaque
Crevicular fluid
03 medical and health sciences
stomatognathic system
[SDV.MHEP.CSC]Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular system
Internal medicine
Humans
[SDV.MP.PAR]Life Sciences [q-bio]/Microbiology and Parasitology/Parasitology
Periodontitis
business.industry
Biology and Life Sciences
Proteins
030206 dentistry
MALDI-TOF Mass Spectrometry
medicine.disease
[SDV.MP.BAC]Life Sciences [q-bio]/Microbiology and Parasitology/Bacteriology
Diagnostic medicine
Protein profiling
030104 developmental biology
Jaw
Gene Expression Regulation
Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
Tooth pathology
business
Digestive System
Head
Tooth

Details

Language :
English
ISSN :
19326203
Database :
OpenAIRE
Journal :
PLoS ONE, PLoS ONE, Public Library of Science, 2020, 15 (3), pp.e0230334. ⟨10.1371/journal.pone.0230334⟩, PLoS ONE, Vol 15, Iss 3, p e0230334 (2020), PLoS ONE, 2020, 15 (3), pp.e0230334. ⟨10.1371/journal.pone.0230334⟩
Accession number :
edsair.doi.dedup.....a32a4bee17502dee6a4ad7eb1d4ef40a