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Association analysis of the gut microbiota in predicting outcomes for patients with acute ischemic stroke and H-type hypertension
INTRODUCTION: H-type hypertension (HHTN) is a subtype of hypertension that tends to worsen the prognosis of acute ischemic stroke (AIS). Recent studies have highlighted the vital role of gut microbiota in both hypertension and AIS, but there is little available data on the relationship between gut m...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10639143/ https://www.ncbi.nlm.nih.gov/pubmed/37954644 http://dx.doi.org/10.3389/fneur.2023.1275460 |
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author | Yu, Shicheng Chen, Jiaxin Zhao, Yiting Liao, Xiaolan Chen, Qionglei Xie, Huijia Liu, Jiaming Sun, Jing Zhi, Shaoce |
author_facet | Yu, Shicheng Chen, Jiaxin Zhao, Yiting Liao, Xiaolan Chen, Qionglei Xie, Huijia Liu, Jiaming Sun, Jing Zhi, Shaoce |
author_sort | Yu, Shicheng |
collection | PubMed |
description | INTRODUCTION: H-type hypertension (HHTN) is a subtype of hypertension that tends to worsen the prognosis of acute ischemic stroke (AIS). Recent studies have highlighted the vital role of gut microbiota in both hypertension and AIS, but there is little available data on the relationship between gut microbiota and the progression of AIS patients with HHTN. In this study, we investigated the microbial signature of AIS patients with HHTN and identified characteristic bacteria as biomarkers for predicting prognosis. METHODS: AIS patients with HHTN (n = 150) and without HHTN (n = 50) were enrolled. All patients received a modified Rankin Scale (mRS) assessment at 3 months after discharge. Fecal samples were collected from the participants upon admission, including 150 AIS patients with HHTN, 50 AIS patients with non-HHTN, and 90 healthy subjects with HHTN. These samples were analyzed using 16S rRNA sequencing to characterize the bacterial taxa, predict functions, and conduct correlation analysis between specific taxa and clinical features. RESULTS: Our results showed that the composition of the gut microbiota in HHTN patients differed significantly from that in non-HHTN patients. The abundance of the genera Bacteroides, Escherichia-Shigella, Lactobacillus, Bifidobacterium, and Prevotella in AIS patients with HHTN was significantly increased compared to AIS patients without HHTN, while the genus Streptococcus, Faecalibacterium, and Klebsiella were significantly decreased. Moreover, Bacteroides, Lactobacillus, Bifidobacterium, and Klebsiella in AIS patients with HHTN were more abundant than healthy subjects with HHTN, while Escherichia-Shigella, Blautia, and Faecalibacterium were less abundant. Moreover, the genera Butyricicoccus, Rothia, and Family_XIII_UCG-001 were negatively connected with the NIHSS score, and the genera Butyricicoccus and Rothia were observed to be negatively associated with the mRS score. The genera Butyricicoccus, Romboutsia, and Terrisporobacter were associated with a poor prognosis, whereas the increase in Butyricimonas and Odoribacter was correlated with good outcomes. Generated by eight genera and clinical indexes, the area under the curve (AUC) value of the receiver operating characteristic (ROC) curve achieved 0.739 to effectively predict the prognosis of AIS patients with HHTN. CONCLUSION: These findings revealed the microbial signature of AIS patients with HHTN and further provided potential microbial biomarkers for the clinical diagnosis of AIS patients with HHTN. |
format | Online Article Text |
id | pubmed-10639143 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106391432023-11-11 Association analysis of the gut microbiota in predicting outcomes for patients with acute ischemic stroke and H-type hypertension Yu, Shicheng Chen, Jiaxin Zhao, Yiting Liao, Xiaolan Chen, Qionglei Xie, Huijia Liu, Jiaming Sun, Jing Zhi, Shaoce Front Neurol Neurology INTRODUCTION: H-type hypertension (HHTN) is a subtype of hypertension that tends to worsen the prognosis of acute ischemic stroke (AIS). Recent studies have highlighted the vital role of gut microbiota in both hypertension and AIS, but there is little available data on the relationship between gut microbiota and the progression of AIS patients with HHTN. In this study, we investigated the microbial signature of AIS patients with HHTN and identified characteristic bacteria as biomarkers for predicting prognosis. METHODS: AIS patients with HHTN (n = 150) and without HHTN (n = 50) were enrolled. All patients received a modified Rankin Scale (mRS) assessment at 3 months after discharge. Fecal samples were collected from the participants upon admission, including 150 AIS patients with HHTN, 50 AIS patients with non-HHTN, and 90 healthy subjects with HHTN. These samples were analyzed using 16S rRNA sequencing to characterize the bacterial taxa, predict functions, and conduct correlation analysis between specific taxa and clinical features. RESULTS: Our results showed that the composition of the gut microbiota in HHTN patients differed significantly from that in non-HHTN patients. The abundance of the genera Bacteroides, Escherichia-Shigella, Lactobacillus, Bifidobacterium, and Prevotella in AIS patients with HHTN was significantly increased compared to AIS patients without HHTN, while the genus Streptococcus, Faecalibacterium, and Klebsiella were significantly decreased. Moreover, Bacteroides, Lactobacillus, Bifidobacterium, and Klebsiella in AIS patients with HHTN were more abundant than healthy subjects with HHTN, while Escherichia-Shigella, Blautia, and Faecalibacterium were less abundant. Moreover, the genera Butyricicoccus, Rothia, and Family_XIII_UCG-001 were negatively connected with the NIHSS score, and the genera Butyricicoccus and Rothia were observed to be negatively associated with the mRS score. The genera Butyricicoccus, Romboutsia, and Terrisporobacter were associated with a poor prognosis, whereas the increase in Butyricimonas and Odoribacter was correlated with good outcomes. Generated by eight genera and clinical indexes, the area under the curve (AUC) value of the receiver operating characteristic (ROC) curve achieved 0.739 to effectively predict the prognosis of AIS patients with HHTN. CONCLUSION: These findings revealed the microbial signature of AIS patients with HHTN and further provided potential microbial biomarkers for the clinical diagnosis of AIS patients with HHTN. Frontiers Media S.A. 2023-10-26 /pmc/articles/PMC10639143/ /pubmed/37954644 http://dx.doi.org/10.3389/fneur.2023.1275460 Text en Copyright © 2023 Yu, Chen, Zhao, Liao, Chen, Xie, Liu, Sun and Zhi. https://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 | Neurology Yu, Shicheng Chen, Jiaxin Zhao, Yiting Liao, Xiaolan Chen, Qionglei Xie, Huijia Liu, Jiaming Sun, Jing Zhi, Shaoce Association analysis of the gut microbiota in predicting outcomes for patients with acute ischemic stroke and H-type hypertension |
title | Association analysis of the gut microbiota in predicting outcomes for patients with acute ischemic stroke and H-type hypertension |
title_full | Association analysis of the gut microbiota in predicting outcomes for patients with acute ischemic stroke and H-type hypertension |
title_fullStr | Association analysis of the gut microbiota in predicting outcomes for patients with acute ischemic stroke and H-type hypertension |
title_full_unstemmed | Association analysis of the gut microbiota in predicting outcomes for patients with acute ischemic stroke and H-type hypertension |
title_short | Association analysis of the gut microbiota in predicting outcomes for patients with acute ischemic stroke and H-type hypertension |
title_sort | association analysis of the gut microbiota in predicting outcomes for patients with acute ischemic stroke and h-type hypertension |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10639143/ https://www.ncbi.nlm.nih.gov/pubmed/37954644 http://dx.doi.org/10.3389/fneur.2023.1275460 |
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