Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Gong, Xue, Liu, Xu, Chen, Chu, Lin, Jingfang, Li, Aiqing, Guo, Kundian, An, Dongmei, Zhou, Dong, Hong, Zhen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
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
_version_ 1783589514647699456
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
work_keys_str_mv AT gongxue alterationofgutmicrobiotainpatientswithepilepsyandthepotentialindexasabiomarker
AT liuxu alterationofgutmicrobiotainpatientswithepilepsyandthepotentialindexasabiomarker
AT chenchu alterationofgutmicrobiotainpatientswithepilepsyandthepotentialindexasabiomarker
AT linjingfang alterationofgutmicrobiotainpatientswithepilepsyandthepotentialindexasabiomarker
AT liaiqing alterationofgutmicrobiotainpatientswithepilepsyandthepotentialindexasabiomarker
AT guokundian alterationofgutmicrobiotainpatientswithepilepsyandthepotentialindexasabiomarker
AT andongmei alterationofgutmicrobiotainpatientswithepilepsyandthepotentialindexasabiomarker
AT zhoudong alterationofgutmicrobiotainpatientswithepilepsyandthepotentialindexasabiomarker
AT hongzhen alterationofgutmicrobiotainpatientswithepilepsyandthepotentialindexasabiomarker