期刊
GENOME MEDICINE
卷 12, 期 1, 页码 -出版社
BMC
DOI: 10.1186/s13073-020-00789-4
关键词
Food allergy; Microbiota; P; copri; SCFA; Prebiotics; Postbiotics; Supervised learning
资金
- Ministry of Health, Israel/Israel Milk Foundation [3-12908]
- Ministry of Health, Israel
BackgroundMultiple studies suggest a key role for gut microbiota in IgE-mediated food allergy (FA) development, but to date, none has studied it in the persistent state.MethodsTo characterize the gut microbiota composition and short-chain fatty acid (SCFAs) profiles associated with major food allergy groups, we recruited 233 patients with FA including milk (N=66), sesame (N=38), peanut (N=71), and tree nuts (N=58), and non-allergic controls (N=58). DNA was isolated from fecal samples, and 16S rRNA gene sequences were analyzed. SCFAs in stool were analyzed from patients with a single allergy (N=84) and controls (N=31).ResultsThe gut microbiota composition of allergic patients was significantly different compared to age-matched controls both in alpha -diversity and beta -diversity. Distinct microbial signatures were noted for FA to different foods. Prevotella copri (P. copri) was the most overrepresented species in non-allergic controls. SCFAs levels were significantly higher in the non-allergic compared to the FA groups, whereas P. copri significantly correlated with all three SCFAs. We used these microbial differences to distinguish between FA patients and non-allergic healthy controls with an area under the curve of 0.90, and for the classification of FA patients according to their FA types using a supervised learning algorithm. Bacteroides and P. copri were identified as taxa potentially contributing to KEGG acetate-related pathways enriched in non-allergic compared to FA. In addition, overall pathway dissimilarities were found among different FAs.ConclusionsOur results demonstrate a link between IgE-mediated FA and the composition and metabolic activity of the gut microbiota.
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