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1.
PLoS One ; 15(3): e0223461, 2020.
Article in English | MEDLINE | ID: mdl-32182246

ABSTRACT

Monitoring of blood glucose is an invasive, painful and costly practice in diabetes. Consequently, the search for a more cost-effective (reagent-free), non-invasive and specific diabetes monitoring method is of great interest. Attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy has been used in diagnosis of several diseases, however, applications in the monitoring of diabetic treatment are just beginning to emerge. Here, we used ATR-FTIR spectroscopy to evaluate saliva of non-diabetic (ND), diabetic (D) and insulin-treated diabetic (D+I) rats to identify potential salivary biomarkers related to glucose monitoring. The spectrum of saliva of ND, D and D+I rats displayed several unique vibrational modes and from these, two vibrational modes were pre-validated as potential diagnostic biomarkers by ROC curve analysis with significant correlation with glycemia. Compared to the ND and D+I rats, classification of D rats was achieved with a sensitivity of 100%, and an average specificity of 93.33% and 100% using bands 1452 cm-1 and 836 cm-1, respectively. Moreover, 1452 cm-1 and 836 cm-1 spectral bands proved to be robust spectral biomarkers and highly correlated with glycemia (R2 of 0.801 and 0.788, P < 0.01, respectively). Both PCA-LDA and HCA classifications achieved an accuracy of 95.2%. Spectral salivary biomarkers discovered using univariate and multivariate analysis may provide a novel robust alternative for diabetes monitoring using a non-invasive and green technology.


Subject(s)
Diabetes Mellitus, Experimental/drug therapy , Glucose/analysis , Insulins/therapeutic use , Monitoring, Physiologic/methods , Saliva/chemistry , Spectroscopy, Fourier Transform Infrared/methods , Animals , Biomarkers , Cost-Benefit Analysis , Data Accuracy , Diabetes Mellitus, Experimental/chemically induced , Discriminant Analysis , Male , Principal Component Analysis , ROC Curve , Rats , Rats, Wistar , Sensitivity and Specificity , Streptozocin/pharmacology
2.
BMC Oral Health ; 18(1): 41, 2018 03 13.
Article in English | MEDLINE | ID: mdl-29534715

ABSTRACT

BACKGROUND: This scoping review addressed the question 'what do we know about stress-related changes in saliva and dental caries in general population?' METHODS: The review was conducted using electronic searches via Embase, MEDLINE, PsycINFO, CINAHL and WoS. All published human studies with both observational and experimental designs were included. Two reviewers independently reviewed eligible articles and extracted the data. The studies' quality was assessed using the Effective Public Health Practice Project Quality Assessment Tool. RESULTS: Our search identified 232 reports, of which six were included in this review. All six studies were conducted in children and used salivary cortisol as stress marker. The studies varied by design, types of stressors, children's caries experience, methods of saliva collection. Four studies reported a positive association between saliva cortisol levels and caries (p < 0.05) while the other two reported no association (p > 0.05). The quality of the included studies was weak to moderate. CONCLUSIONS: There is lack of evidence about an association between stress-related changes in saliva and caries. Well-designed longitudinal studies with rigorous measurement technics for stress, saliva and dental caries are necessary. This will help to generate new insights into the multifactorial etiology of caries and provide evidence for a rational method for its control.


Subject(s)
Dental Caries/etiology , Hydrocortisone/analysis , Saliva/chemistry , Stress, Psychological/complications , Child , Dental Caries/psychology , Humans , Stress, Psychological/psychology
3.
Article in English | MEDLINE | ID: mdl-26779447

ABSTRACT

OBJECTIVE: The protective mechanisms that maintain periodontal homeostasis in gingivitis and prevent periodontal tissue destruction are poorly understood. The aim of this study was to identify changes in the salivary proteome during experimental gingivitis. STUDY DESIGN: We used oral neutrophil quantification and whole saliva (WS) proteomics to assess changes that occur in the inflammatory and resolution phases of gingivitis in healthy individuals. Oral neutrophils and WS samples were collected and clinical parameters measured on days 0, 7, 14, 21, 28, and 35. RESULTS: Increased oral neutrophil recruitment and salivary cytoprotective proteins increased progressively during inflammation and decreased in resolution. Oral neutrophil numbers in gingival inflammation and resolution correlated moderately with salivary ß-globin, thioredoxin, and albumin and strongly with collagen alpha-1 and G-protein coupled receptor 98. CONCLUSIONS: Our results indicate that changes in salivary cytoprotective proteins in gingivitis are associated with a similar trend in oral neutrophil recruitment and clinical parameters. CLINICAL RELEVANCE: We found moderate to strong correlations between oral neutrophil numbers and levels of several salivary cytoprotective proteins both in the development of the inflammation and in the resolution of gingivitis. Our proteomics approach identified and relatively quantified specific cytoprotective proteins in this pilot study of experimental gingivitis; however, future and more comprehensive studies are needed to clearly identify and validate those protein biomarkers when gingivitis is active.


Subject(s)
Cytoprotection , Gingivitis/pathology , Neutrophils/immunology , Proteome/analysis , Saliva/chemistry , Saliva/cytology , Adult , Female , Humans , Leukocyte Count , Male , Pilot Projects , Proteomics , Young Adult
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