Investigating Metabolic Trends in the Oral Cavity to Identify Novel Metabolites
Okiye, M. E. K.; Velez, M.; Kinney, J.; Van Sugai, J.; Giannobile, W.; Tripathi, A.; Sherman, D. H.
Show abstract
The human oral microbiome typically contains over 700 different microbial species. These interactions between the microorganisms within this community can shape the microenvironment throughout the human body, as these interactions are paramount to maintaining oral and overall systemic health. Recent advances in technology, such as next-generation sequencing (NGS), have revealed the complexities of the oral microbiome, linking dysbiosis of the oral microbiome with several chronic ailments such as cardiovascular disease, diabetes, and inflammatory bowel disease. However, the role of microbial secondary metabolites in oral and systemic disease progression remains poorly understood. Here, we conducted a metabolomics study on the human salivary secondary metabolome during the induction of gingival inflammation (gingivitis), the precursor to periodontal disease. In this study, we sought to assess the changes in the oral secondary metabolome during disease progression by emulating dysbiosis of the oral microbiome through a twenty-one-day induction of gingivitis in twenty human participants. We identified secondary metabolites, cyclo(L-Tyr-L-Pro) with regulatory properties for quorum sensing and inflammatory marker secretion, indicating a specialized role for secondary metabolites in oral health maintenance. Surprisingly, we also uncovered a previously unknown metabolic lag that occurs during dysbiosis recovery of the oral cavity, which indicates a lingering presence of signaling molecules for pathogenic microbe proliferation or a total oral metabolome modification following microenvironmental stress in the oral cavity. This work represents a high-resolution metabolomic landscape for understanding oral health during gingivitis that opens new opportunities for combating progressive periodontal diseases and sepsis due to the translocation of oral microbes in the human body.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Multi-way modelling of oral microbial dynamics and host-microbiome interactions during induced gingivitis 95%
- The salivary microbiome shows a high prevalence of core bacterial members yet variability across human populations 94%
- Integrative microbiome- and metatranscriptome-based analyses reveal diagnostic biomarkers for peri-implantitis 94%
Similar papers in this journal
Similar papers in this journal
- At-home saliva sampling in healthy adults using CandyCollect, a lollipop-inspired device 92%
- Integral-Omics: serial extraction and profiling of metabolome, lipidome, genome, transcriptome, whole proteome and phosphoproteome using biopsy tissue 90%
- Exploring the microbiome-wide lysine acetylation, succinylation and propionylation in human gut microbiota 90%
Similar papers in this journal
- Longitudinal Saliva Omics Responses to Immune Perturbation: A Case Study 92%
- Modeling dry eye with an air-liquid interface in corneal epithelium-on-a-chip 92%
- Association of Streptococcus mutans harboring bona-fide collagen binding proteins and Candida albicans with early childhood caries recurrence 92%
Similar papers in this journal
- Appearance of green tea compounds in plasma following acute green tea consumption is modulated by the gut microbiome in mice 94%
- Activated carbon ameliorates type 2 diabetes via metabolic remodeling of the gut microbiota 92%
- Inter-Kingdom Interactions and Environmental Influences on the Oral Microbiome in Severe Early Childhood Caries 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.