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Alteration of Gut Microbiota in Patients With Epilepsy and the Potential Index as a Biomarker
OBJECTIVE: To explore the structure and composition of the fecal microbiota of patients with epilepsy. METHODS: Variations in the fecal microbiota between patients with epilepsy and healthy controls (HCs) from the same household were investigated and validated by utilizing 16S ribosomal RNA sequenci...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7530173/ https://www.ncbi.nlm.nih.gov/pubmed/33042045 http://dx.doi.org/10.3389/fmicb.2020.517797 |
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author | Gong, Xue Liu, Xu Chen, Chu Lin, Jingfang Li, Aiqing Guo, Kundian An, Dongmei Zhou, Dong Hong, Zhen |
author_facet | Gong, Xue Liu, Xu Chen, Chu Lin, Jingfang Li, Aiqing Guo, Kundian An, Dongmei Zhou, Dong Hong, Zhen |
author_sort | Gong, Xue |
collection | PubMed |
description | OBJECTIVE: To explore the structure and composition of the fecal microbiota of patients with epilepsy. METHODS: Variations in the fecal microbiota between patients with epilepsy and healthy controls (HCs) from the same household were investigated and validated by utilizing 16S ribosomal RNA sequencing in two independent cohorts [exploration cohort (N = 55 patients and N = 46 HCs) and validation cohort (N = 13 patients and N = 10 HCs)]. RESULTS: The alpha diversity indexes of the specimens from patients with epilepsy were much lower than those from the HCs (p < 0.05). The structure and composition of the fecal microbiota differed between patients with different clinical prognoses and between patients and HCs (Adonis: p < 0.05). Microbiome alterations in patients with epilepsy included increases in Actinobacteria and Verrucomicrobia and decreases in Proteobacteria at the phylum level and increases in Prevotella_9, Blautia, Bifidobacterium, and others at the genus level [linear discriminant analysis (LDA): 3.5] Patients with drug-resistant epilepsy showed enrichment of bacterial taxa in Actinobacteria, Verrucomicrobia, and Nitrospirae and the genera Blautia, Bifidobacterium, Subdoligranulum, Dialister, and Anaerostipes (Kruskal-Wallis test: p < 0.05). Analysis of gut microbiome indicated predictive ability for disease diagnosis, with an area under the receiver operating characteristic (ROC) curve (AUC) of 0.97 (95% CI, 0.84–0.98). Applying the model to our validation cohort resulted in an AUC of 0.96 (95% CI, 0.75–0.97). Notably, the model could distinguish drug-resistant from drug-sensitive epilepsy (AUC = 0.85, 95% CI: 0.69–0.94). CONCLUSION: Patients with epilepsy exhibit substantial alterations of fecal microbiota composition, and specific gut commensal strains are altered depending on different clinical phenotypes and thus could serve as potential biomarkers for disease diagnosis. |
format | Online Article Text |
id | pubmed-7530173 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75301732020-10-09 Alteration of Gut Microbiota in Patients With Epilepsy and the Potential Index as a Biomarker Gong, Xue Liu, Xu Chen, Chu Lin, Jingfang Li, Aiqing Guo, Kundian An, Dongmei Zhou, Dong Hong, Zhen Front Microbiol Microbiology OBJECTIVE: To explore the structure and composition of the fecal microbiota of patients with epilepsy. METHODS: Variations in the fecal microbiota between patients with epilepsy and healthy controls (HCs) from the same household were investigated and validated by utilizing 16S ribosomal RNA sequencing in two independent cohorts [exploration cohort (N = 55 patients and N = 46 HCs) and validation cohort (N = 13 patients and N = 10 HCs)]. RESULTS: The alpha diversity indexes of the specimens from patients with epilepsy were much lower than those from the HCs (p < 0.05). The structure and composition of the fecal microbiota differed between patients with different clinical prognoses and between patients and HCs (Adonis: p < 0.05). Microbiome alterations in patients with epilepsy included increases in Actinobacteria and Verrucomicrobia and decreases in Proteobacteria at the phylum level and increases in Prevotella_9, Blautia, Bifidobacterium, and others at the genus level [linear discriminant analysis (LDA): 3.5] Patients with drug-resistant epilepsy showed enrichment of bacterial taxa in Actinobacteria, Verrucomicrobia, and Nitrospirae and the genera Blautia, Bifidobacterium, Subdoligranulum, Dialister, and Anaerostipes (Kruskal-Wallis test: p < 0.05). Analysis of gut microbiome indicated predictive ability for disease diagnosis, with an area under the receiver operating characteristic (ROC) curve (AUC) of 0.97 (95% CI, 0.84–0.98). Applying the model to our validation cohort resulted in an AUC of 0.96 (95% CI, 0.75–0.97). Notably, the model could distinguish drug-resistant from drug-sensitive epilepsy (AUC = 0.85, 95% CI: 0.69–0.94). CONCLUSION: Patients with epilepsy exhibit substantial alterations of fecal microbiota composition, and specific gut commensal strains are altered depending on different clinical phenotypes and thus could serve as potential biomarkers for disease diagnosis. Frontiers Media S.A. 2020-09-18 /pmc/articles/PMC7530173/ /pubmed/33042045 http://dx.doi.org/10.3389/fmicb.2020.517797 Text en Copyright © 2020 Gong, Liu, Chen, Lin, Li, Guo, An, Zhou and Hong. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Microbiology Gong, Xue Liu, Xu Chen, Chu Lin, Jingfang Li, Aiqing Guo, Kundian An, Dongmei Zhou, Dong Hong, Zhen Alteration of Gut Microbiota in Patients With Epilepsy and the Potential Index as a Biomarker |
title | Alteration of Gut Microbiota in Patients With Epilepsy and the Potential Index as a Biomarker |
title_full | Alteration of Gut Microbiota in Patients With Epilepsy and the Potential Index as a Biomarker |
title_fullStr | Alteration of Gut Microbiota in Patients With Epilepsy and the Potential Index as a Biomarker |
title_full_unstemmed | Alteration of Gut Microbiota in Patients With Epilepsy and the Potential Index as a Biomarker |
title_short | Alteration of Gut Microbiota in Patients With Epilepsy and the Potential Index as a Biomarker |
title_sort | alteration of gut microbiota in patients with epilepsy and the potential index as a biomarker |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7530173/ https://www.ncbi.nlm.nih.gov/pubmed/33042045 http://dx.doi.org/10.3389/fmicb.2020.517797 |
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