Comprehensive Strain-Level Analysis of the Gut Microbe <named-content content-type="genus-species">Faecalibacterium prausnitzii</named-content> in Patients with Liver Cirrhosis

ABSTRACT Liver cirrhosis (LC) has been associated with gut microbes. However, the strain diversity of species and its association with LC have received little attention. Here, we constructed a computational framework to study the strain heterogeneity in the gut microbiome of patients with LC. Only F...

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Main Authors: Yaowen Chen, Pu Liu, Runyan Liu, Shuofeng Hu, Zhen He, Guohua Dong, Chao Feng, Sijing An, Xiaomin Ying
Format: Article
Language:English
Published: American Society for Microbiology 2021-08-01
Series:mSystems
Subjects:
Online Access:https://journals.asm.org/doi/10.1128/mSystems.00775-21
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spelling doaj-230e237acd6a4573a0e09ccbde5925ed2021-08-31T13:57:55ZengAmerican Society for MicrobiologymSystems2379-50772021-08-016410.1128/mSystems.00775-21Comprehensive Strain-Level Analysis of the Gut Microbe <named-content content-type="genus-species">Faecalibacterium prausnitzii</named-content> in Patients with Liver CirrhosisYaowen Chen0Pu Liu1Runyan Liu2Shuofeng Hu3Zhen He4Guohua Dong5Chao Feng6Sijing An7Xiaomin Ying8Center for Computational Biology, Beijing Institute of Basic Medical Sciences, Beijing, ChinaCenter for Computational Biology, Beijing Institute of Basic Medical Sciences, Beijing, ChinaCenter for Computational Biology, Beijing Institute of Basic Medical Sciences, Beijing, ChinaCenter for Computational Biology, Beijing Institute of Basic Medical Sciences, Beijing, ChinaCenter for Computational Biology, Beijing Institute of Basic Medical Sciences, Beijing, ChinaCenter for Computational Biology, Beijing Institute of Basic Medical Sciences, Beijing, ChinaCenter for Computational Biology, Beijing Institute of Basic Medical Sciences, Beijing, ChinaCenter for Computational Biology, Beijing Institute of Basic Medical Sciences, Beijing, ChinaCenter for Computational Biology, Beijing Institute of Basic Medical Sciences, Beijing, ChinaABSTRACT Liver cirrhosis (LC) has been associated with gut microbes. However, the strain diversity of species and its association with LC have received little attention. Here, we constructed a computational framework to study the strain heterogeneity in the gut microbiome of patients with LC. Only Faecalibacterium prausnitzii shows different single-nucleotide polymorphism (SNP) patterns between the LC and healthy control (HC) groups. Strain diversity analysis discovered that although most F. prausnitzii genomes are more deficient in the LC group than in the HC group at the strain level, a subgroup of 19 F. prausnitzii strains showed no sensitivity to LC, which is inconsistent with the species-level result. The functional differences between this subgroup and other strains may involve short-chain fatty acid production and chlorine-related pathways. These findings demonstrate functional differences among F. prausnitzii subgroups, which extend current knowledge about strain heterogeneity and relationships between F. prausnitzii and LC at the strain level. IMPORTANCE Most metagenomic studies focus on microbes at the species level, thus ignoring the different effects of different strains of the same species on the host. In this study, we explored the different microbes at the strain level in the intestines of patients with liver cirrhosis and of healthy people. Previous studies have shown that the species Faecalibacterium prausnitzii has a lower abundance in patients with liver cirrhosis than in healthy people. However, our results found multiple F. prausnitzii strains that do not decrease in abundance in patients with liver cirrhosis. It is more sensitive to select the appropriate strains as indicators to distinguish between the disease and the control samples than to use the entire species as an indicator. We clustered multiple F. prausnitzii strains and discuss the functional differences of different clusters. Our findings suggest that more attention should be paid to metagenomic studies at the strain level.https://journals.asm.org/doi/10.1128/mSystems.00775-21liver cirrhosisFaecalibacterium prausnitziiwithin-species variationspecies heterogeneitystrain diversitystrain-level analysis
collection DOAJ
language English
format Article
sources DOAJ
author Yaowen Chen
Pu Liu
Runyan Liu
Shuofeng Hu
Zhen He
Guohua Dong
Chao Feng
Sijing An
Xiaomin Ying
spellingShingle Yaowen Chen
Pu Liu
Runyan Liu
Shuofeng Hu
Zhen He
Guohua Dong
Chao Feng
Sijing An
Xiaomin Ying
Comprehensive Strain-Level Analysis of the Gut Microbe <named-content content-type="genus-species">Faecalibacterium prausnitzii</named-content> in Patients with Liver Cirrhosis
mSystems
liver cirrhosis
Faecalibacterium prausnitzii
within-species variation
species heterogeneity
strain diversity
strain-level analysis
author_facet Yaowen Chen
Pu Liu
Runyan Liu
Shuofeng Hu
Zhen He
Guohua Dong
Chao Feng
Sijing An
Xiaomin Ying
author_sort Yaowen Chen
title Comprehensive Strain-Level Analysis of the Gut Microbe <named-content content-type="genus-species">Faecalibacterium prausnitzii</named-content> in Patients with Liver Cirrhosis
title_short Comprehensive Strain-Level Analysis of the Gut Microbe <named-content content-type="genus-species">Faecalibacterium prausnitzii</named-content> in Patients with Liver Cirrhosis
title_full Comprehensive Strain-Level Analysis of the Gut Microbe <named-content content-type="genus-species">Faecalibacterium prausnitzii</named-content> in Patients with Liver Cirrhosis
title_fullStr Comprehensive Strain-Level Analysis of the Gut Microbe <named-content content-type="genus-species">Faecalibacterium prausnitzii</named-content> in Patients with Liver Cirrhosis
title_full_unstemmed Comprehensive Strain-Level Analysis of the Gut Microbe <named-content content-type="genus-species">Faecalibacterium prausnitzii</named-content> in Patients with Liver Cirrhosis
title_sort comprehensive strain-level analysis of the gut microbe <named-content content-type="genus-species">faecalibacterium prausnitzii</named-content> in patients with liver cirrhosis
publisher American Society for Microbiology
series mSystems
issn 2379-5077
publishDate 2021-08-01
description ABSTRACT Liver cirrhosis (LC) has been associated with gut microbes. However, the strain diversity of species and its association with LC have received little attention. Here, we constructed a computational framework to study the strain heterogeneity in the gut microbiome of patients with LC. Only Faecalibacterium prausnitzii shows different single-nucleotide polymorphism (SNP) patterns between the LC and healthy control (HC) groups. Strain diversity analysis discovered that although most F. prausnitzii genomes are more deficient in the LC group than in the HC group at the strain level, a subgroup of 19 F. prausnitzii strains showed no sensitivity to LC, which is inconsistent with the species-level result. The functional differences between this subgroup and other strains may involve short-chain fatty acid production and chlorine-related pathways. These findings demonstrate functional differences among F. prausnitzii subgroups, which extend current knowledge about strain heterogeneity and relationships between F. prausnitzii and LC at the strain level. IMPORTANCE Most metagenomic studies focus on microbes at the species level, thus ignoring the different effects of different strains of the same species on the host. In this study, we explored the different microbes at the strain level in the intestines of patients with liver cirrhosis and of healthy people. Previous studies have shown that the species Faecalibacterium prausnitzii has a lower abundance in patients with liver cirrhosis than in healthy people. However, our results found multiple F. prausnitzii strains that do not decrease in abundance in patients with liver cirrhosis. It is more sensitive to select the appropriate strains as indicators to distinguish between the disease and the control samples than to use the entire species as an indicator. We clustered multiple F. prausnitzii strains and discuss the functional differences of different clusters. Our findings suggest that more attention should be paid to metagenomic studies at the strain level.
topic liver cirrhosis
Faecalibacterium prausnitzii
within-species variation
species heterogeneity
strain diversity
strain-level analysis
url https://journals.asm.org/doi/10.1128/mSystems.00775-21
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