Functional Biomarkers of Ex-vivo Dental Caries Onset
Functional Biomarkers of Ex-vivo Dental Caries Onset
Summary BackgroundThe etiology of dental caries remains poorly understood. With the advent of next generation sequencing, a number of studies have focused on the microbial ecology of the disease. However, taxonomic associations with caries have not been consistent. Researchers have also pursued function-centric studies of the caries microbial communities aiming to identify consistently conserved functional pathways. A major question is whether changes in microbiome are a cause or a consequence of the disease. Thus, there is a critical need to define conserved functional biomarkers at the onset of dental caries. MethodsSince it is unethical to induce carious lesions clinically, we developed an innovative longitudinal ex-vivo model integrated with the advanced non-invasive multiphoton second harmonic generation bioimaging to spot the very early signs of dental caries, combined with 16S rRNA short amplicon sequencing and liquid chromatography-mass spectrometry-based targeted metabolomics. FindingsFor the first time, we induced longitudinally-monitored caries lesions validated with the scanning electron microscope. Consequently, we spotted the caries onset and, associated to it, distinguished five differentiating metabolites - Lactate, Pyruvate, Dihydroxyacetone phosphate, Glyceraldehyde 3-phosphate (upregulated) and Fumarate (downregulated). Those metabolites co-occurred with certain bacterial taxa; Streptococcus, Veillonella, Actinomyces, Porphyromonas, Fusobacterium, and Granulicatella, regardless of the abundance of other taxa. InterpretationThese findings are crucial for understanding the etiology and dynamics of dental caries, and devising targeted interventions to prevent disease progression. FundingThe study was funded by the National Institute for Dental and Craniofacial Research of the National Institutes of Health and the University of Minnesota. Research in ContextEvidence before this studyStudies have shown that dental caries, tooth decay, occurs as a result of disruptive imbalance in the oral ecosystem. Excessive dietary intake of fermentable carbohydrates is a critical contributor to disease progression by promoting bacterial production of acids, which shifts the microbial community to an imbalanced and a less diverse one. Studies have also shown that microbial associations with caries have not been consistent while their functions are relatively conserved across individuals. Still, the specific microbial functions associated with the dental caries onset is still unknown due to its infeasible clinical diagnosis.Added value of this studyThis study applied a novel longitudinal ex-vivo model, integrated with advanced non-invasive bioimaging, for experimental dental caries induction. This model enabled the detection of the exact onset of the disease, which is undetected clinically. Then, the microbial communities accompanying the caries onset were analyzed for their microbial composition and metabolic functions in comparison to normal conditions. Our study identified five metabolites differentiating the caries onset. Further, we investigated the co-occurrence of these metabolic biomarkers with certain oral bacteria.Implications of all the available evidenceOur study provides carefully validated evidence for biomarkers of the dental caries onset. These data are critical for early diagnostics and development of timely intervention strategies to interfere with the disease progression that otherwise requires invasive and costly health care expenses. Moreover, our data open new avenues for developing therapeutics to neutralize the identified metabolic biomarkers or target the accountable bacteria for caries prevention.
Sharma Ashok K.、Mansour Tamer、Witthuhn Bruce、Perdigao Jorge、Rudney Joel D.、Aparicio Conrado、Moussa Dina G.、Gomez Andres
Department of Animal Science, College of Food, Agriculture and Natural Resource Sciences, University of MinnesotaDepartment of Population Health and Reproduction, School of Veterinary Medicine, University of California||Department of Clinical Pathology, School of Medicine, University of MansouraCenter for Mass Spectrometry and Proteomics, Department of Biochemistry, Molecular Biology and Biophysics, University of MinnesotaDepartment of Restorative Sciences, School of Dentistry, University of Minnesota||Universidade Cat¨?lica Portuguesa, Centre for Interdisciplinary Research in Health, Faculty of Dental MedicineDepartment of Diagnostic and Biological Sciences, School of Dentistry, University of MinnesotaMinnesota Dental Research Center for Biomaterials and Biomechanics, Department of Restorative Sciences, School of Dentistry, University of Minnesota||Department of Restorative Sciences, School of Dentistry, University of MinnesotaMinnesota Dental Research Center for Biomaterials and Biomechanics, Department of Restorative Sciences, School of Dentistry, University of Minnesota||Department of Animal Science, College of Food, Agriculture and Natural Resource Sciences, University of MinnesotaDepartment of Animal Science, College of Food, Agriculture and Natural Resource Sciences, University of Minnesota
口腔科学医学研究方法微生物学
Dental CariesLongitudinal ModelBiomarkersMetabolomicsGenomicsNon-invasive Bioimaging
Sharma Ashok K.,Mansour Tamer,Witthuhn Bruce,Perdigao Jorge,Rudney Joel D.,Aparicio Conrado,Moussa Dina G.,Gomez Andres.Functional Biomarkers of Ex-vivo Dental Caries Onset[EB/OL].(2025-03-28)[2025-08-02].https://www.biorxiv.org/content/10.1101/2022.04.01.486588.点此复制
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