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

PLoS One. 2020 Mar 13;15(3):e0230334. doi: 10.1371/journal.pone.0230334. eCollection 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.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Female
  • Gene Expression Regulation / genetics
  • Humans
  • Male
  • Middle Aged
  • Periodontitis / diagnosis*
  • Periodontitis / genetics
  • Periodontitis / pathology
  • Proteins / genetics*
  • Proteins / isolation & purification
  • Saliva / metabolism*
  • Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization*
  • Tooth / metabolism
  • Tooth / pathology

Substances

  • Proteins

Grants and funding

This work was supported by the French Government under the ‘Investissements d'avenir’ (Investments for the Future) program managed by the AgenceNationale de la Recherche (ANR, fr: National Agency for Research) (reference: Méditerranée Infection 10-IAHU-03).