ArticlePloS one2018
Using NMR in saliva to identify possible biomarkers of glioblastoma and chronic periodontitis.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 3 of them syntheses that pooled it.
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Who cites it
26 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Metabolomics Analysis as a Tool in Periodontitis Diagnosis: A Systematic Review.Clinical and experimental dental research · 2025Pooled it
- Salivary metabolomics for the diagnosis of periodontal diseases: a systematic review with methodological quality assessment.Metabolomics : Official journal of the Metabolomic Society · 2021Pooled it
- Salivary metabolites to detect patients with cancer: a systematic review.International journal of clinical oncology · 2020Pooled it
- Systematic verification of saliva-based biosignatures for oral cancer via targeted metabolomics.Journal of food and drug analysis · 2026Article
- Causal role of serum metabolites in chronic periodontitis: A bidirectional Mendelian randomization and multi-omics integration study.Medicine · 2026Article
- Oral-Gut Microbiome Axis in Crohn's Disease: A Potential Role of Ectopic Colonization.Microorganisms · 2026Review
- Hands-on protocol for preparing water-soluble fractions from agri-food samples for NMR-based metabolomics analysis.FEBS open bio · 2026Article
- Integrated transcriptomics and metabolomics reveal the effects of chronic alcohol consumption on periodontitis in rats.Frontiers in immunology · 2026Article
- Review
- Glioma raises periodontitis risk via CD8 upregulation on NKT cells: a Mendelian randomization study.Discover oncology · 2025Article
- Metabolomics Applications for Diagnosing Peri-Implantitis: A Systematic Review of In Vivo Studies.Diagnostics (Basel, Switzerland) · 2025Review
- The role of salivary metabolomics in chronic periodontitis: bridging oral and systemic diseases.Metabolomics : Official journal of the Metabolomic Society · 2025Review
- Periodontitis-associated metabolite isoleucine impairs intestinal barrier function and exacerbates intestinal inflammatory response by NF-κB signaling.Frontiers in cellular and infection microbiology · 2025Article
- High-Throughput Combined Analysis of Saliva Microbiota and Metabolomic Profile in Chinese Periodontitis Patients: A Pilot Study.Inflammation · 2024Article
- The nano-windmill exerts superior anti-inflammatory effects via reducing choline uptake to inhibit macrophage activation.Cell proliferation · 2023Article
- Article
- Diagnostic Value of Salivary Amino Acid Levels in Cancer.Metabolites · 2023Review
- Impact of Maternal Weight Gain on the Newborn Metabolome.Metabolites · 2023Article
- Liquid biomarkers in glioma.Brain tumor pathology · 2023Review
- Oral Sources of Salivary Metabolites.Metabolites · 2023Review
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Nowadays there is increasing interest in identifying-and using-metabolites that can be employed as biomarkers for diagnosing, treating and monitoring diseases. Saliva and NMR have been widely used for this purpose as they are fast and inexpensive methods. This case-control study aimed to find biomarkers that could be related to glioblastoma (GBL) and periodontal disease (PD) and studied a possible association between GBL and periodontal status. The participants numbered 130, of whom 10 were diagnosed with GBL and were assigned to the cases group, while the remaining 120 did not present any pathology and were assigned to the control group. On one hand, significantly increased (p < 0.05) metabolites were found in GBL group: leucine, valine, isoleucine, propionate, alanine, acetate, ethanolamine and sucrose. Moreover, a good tendency to separation between the two groups was observed on the scatterplot of the NMR. On the other hand, the distribution of the groups attending to the periodontal status was very similar and we didn´t find any association between GBL and periodontal status (Chi-Square 0.1968, p = 0.91). Subsequently, the sample as a whole (130 individuals) was divided into three groups by periodontal status in order to identify biomarkers for PD. Group 1 was composed of periodontally healthy individuals, group 2 had gingivitis or early periodontitis and group 3 had moderate to advanced periodontitis. On comparing periodontal status, a significant increase (p < 0.05) in certain metabolites was observed. These findings along with previous reports suggest that these could be used as biomarkers of a PD: caproate, isocaproate+butyrate, isovalerate, isopropanol+methanol, 4 aminobutyrate, choline, sucrose, sucrose-glucose-lysine, lactate-proline, lactate and proline. The scatter plot showed a good tendency to wards separation between group 1 and 3.
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