Investigating the metabolite signature of an altered oral microbiota as a discriminant factor for multiple sclerosis: a pilot study

被引:11
作者
Boussamet L. [1 ]
Montassier E. [1 ,2 ]
Mathé C. [1 ]
Garcia A. [1 ]
Morille J. [1 ]
Shah S. [1 ]
Dugast E. [1 ]
Wiertlewski S. [1 ,3 ]
Gourdel M. [4 ]
Bang C. [5 ]
Stürner K.H. [6 ]
Masson D. [7 ]
Nicot A.B. [1 ]
Vince N. [1 ]
Laplaud D.-A. [1 ,3 ]
Feinstein D.L. [8 ,9 ]
Berthelot L. [1 ]
机构
[1] Nantes Université, Inserm, CHU de Nantes, CR2TI (Center for Research On Transplantation and Translational Immunology), 30 Bd Jean Monnet, Nantes
[2] Emergency Department, Nantes Hospital, Nantes
[3] Neurology Department, Nantes Hospital, Nantes
[4] Mass Spectrometry Platform, SFR Bonamy, Nantes
[5] Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel
[6] Department of Neurology, University Hospital Schleswig-Holstein, Kiel
[7] Clinical Biochemistry Department, Nantes Hospital, Nantes
[8] Jesse Brown VA Medical Center, 835 South Wolcott Ave, MC513, E720, Chicago, 60612, IL
[9] Department of Anesthesiology, University of Illinois, Chicago, IL
关键词
Gut; Metabolites; Microbiota; Multiple sclerosis; Saliva;
D O I
10.1038/s41598-024-57949-4
中图分类号
学科分类号
摘要
In multiple sclerosis (MS), alterations of the gut microbiota lead to inflammation. However, the role of other microbiomes in the body in MS has not been fully elucidated. In a pilot case-controlled study, we carried out simultaneous characterization of faecal and oral microbiota and conducted an in-depth analysis of bacterial alterations associated with MS. Using 16S rRNA sequencing and metabolic inference tools, we compared the oral/faecal microbiota and bacterial metabolism pathways in French MS patients (n = 14) and healthy volunteers (HV, n = 21). A classification model based on metabolite flux balance was established and validated in an independent German cohort (MS n = 12, HV n = 38). Our analysis revealed decreases in diversity indices and oral/faecal compartmentalization, the depletion of commensal bacteria (Aggregatibacter and Streptococcus in saliva and Coprobacter and Roseburia in faeces) and enrichment of inflammation-associated bacteria in MS patients (Leptotrichia and Fusobacterium in saliva and Enterobacteriaceae and Actinomyces in faeces). Several microbial pathways were also altered (the polyamine pathway and remodelling of bacterial surface antigens and energetic metabolism) while flux balance analysis revealed associated alterations in metabolite production in MS (nitrogen and nucleoside). Based on this analysis, we identified a specific oral metabolite signature in MS patients, that could discriminate MS patients from HV and rheumatoid arthritis patients. This signature allowed us to create and validate a discrimination model on an independent cohort, which reached a specificity of 92%. Overall, the oral and faecal microbiomes were altered in MS patients. This pilot study highlights the need to study the oral microbiota and oral health implications in patients with autoimmune diseases on a larger scale and suggests that knowledge of the salivary microbiome could help guide the identification of new pathogenic mechanisms associated with the microbiota in MS patients. © The Author(s) 2024.
引用
收藏
相关论文
共 51 条
[1]  
Jiao Y., Wu L., Huntington N.D., Zhang X., Crosstalk between gut microbiota and innate immunity and its implication in autoimmune diseases, Front. Immunol, (2020)
[2]  
Duan Y., Et al., Inflammatory links between high fat diets and diseases, Front. Immunol, 9, (2018)
[3]  
Beeken W.L., Kanich R.E., Microbial flora of the upper small bowel in Crohn’s disease, Gastroenterology, 65, 3, pp. 390-397, (1973)
[4]  
Tamboli C.P., Neut C., Desreumaux P., Colombel J.F., Dysbiosis in inflammatory bowel disease, Gut, 53, 1, pp. 1-4, (2004)
[5]  
Marasco G., Et al., Gut microbiota and celiac disease, Dig. Dis. Sci, 61, 6, pp. 1461-1472, (2016)
[6]  
Prizont R., Hersh T., Floch M.H., Jejunal bacterial flora in chronic small bowel disease. I. Celiac disease. II. Regional enteritis, Am. J. Clin. Nutr, 23, 12, pp. 1602-1607, (1970)
[7]  
Lee Y.B., Byun E.J., Kim H.S., Potential role of the microbiome in acne: A comprehensive review, J. Clin. Med, 8, 7, (2019)
[8]  
Lee S.-Y., Lee E., Park Y.M., Hong S.-J., Microbiome in the gut–skin axis in atopic dermatitis, Allergy Asthma Immunol. Res, 10, 4, pp. 354-362, (2018)
[9]  
Chen L., Et al., Skin and gut microbiome in psoriasis: Gaining insight into the pathophysiology of it and finding novel therapeutic strategies, Front. Microbiol, 11, (2020)
[10]  
Chen C., Et al., Oral microbiota of periodontal health and disease and their changes after nonsurgical periodontal therapy, ISME J, 12, 5, pp. 1210-1224, (2018)