Metagenomic analysis of the gut microbiome in atherosclerosis patients identify cross-cohort microbial signatures and potential therapeutic target
- PMID: 32939880
- DOI: 10.1096/fj.202000622R
Metagenomic analysis of the gut microbiome in atherosclerosis patients identify cross-cohort microbial signatures and potential therapeutic target
Abstract
The gut microbiota is associated with cardiovascular diseases, including atherosclerosis. However, the composition, functional capacity, and metabolites of the gut microbiome about atherosclerosis have not been comprehensively studied. Here, we reanalyzed 25 metagenomic stool samples from Sweden and 385 metagenomic stool samples from China using HUMAnN2, PanPhlAn, and MelonnPan to obtain more sufficient information. We found that the samples from atherosclerotic patients in both cohorts were depleted in Bacteroides xylanisolvens, Odoribacter splanchnicus, Eubacterium eligens, Roseburia inulinivorans, and Roseburia intestinalis. At the functional level, healthy metagenomes were both enriched in pathways of starch degradation V, glycolysis III (from glucose), CDP-diacylglycerol biosynthesis, and folate transformations. R inulinivorans and R intestinalis are major contributors to starch degradation V, while E eligens greatly contribute to the pathway CDP-diacylglycerol biosynthesis, and B xylanisolvens and B uniformis contribute to folate transformations II. The 11 marker species selected from the Chinese cohort distinguish patients from controls with an area under the receiver operating characteristics curve (AUC) of 0.86. Strain-level microbial analysis revealed a geographically associated adaptation of the strains from E eligens, B uniformis, and E coli. Two gut microbial metabolites, nicotinic acid and hydrocinnamic acid, had significantly higher predicted abundance in the control samples compared to the patients in the Chinese cohort, and interestinglynicotinic acid is already an effective lipid-lowering drug to reducing cardiovascular risk. Our results indicate intestinal bacteria such as B xylanisolvens, E eligens, and R inulinivorans could be promising probiotics and potential therapeutic target for atherosclerosis.
Keywords: atherosclerosis; cardiovascular diseases; gut microbiota; metabolites; metagenome.
© 2020 Federation of American Societies for Experimental Biology.
Similar articles
-
Yoghurt consumption is associated with changes in the composition of the human gut microbiome and metabolome.BMC Microbiol. 2022 Feb 3;22(1):39. doi: 10.1186/s12866-021-02364-2. BMC Microbiol. 2022. PMID: 35114943 Free PMC article.
-
Alterations of the Gut Microbiome in Hypertension.Front Cell Infect Microbiol. 2017 Aug 24;7:381. doi: 10.3389/fcimb.2017.00381. eCollection 2017. Front Cell Infect Microbiol. 2017. PMID: 28884091 Free PMC article.
-
Cross-omics analysis revealed gut microbiome-related metabolic pathways underlying atherosclerosis development after antibiotics treatment.Mol Metab. 2020 Jun;36:100976. doi: 10.1016/j.molmet.2020.100976. Epub 2020 Mar 13. Mol Metab. 2020. PMID: 32251665 Free PMC article.
-
Omics in gut microbiome analysis.J Microbiol. 2021 Mar;59(3):292-297. doi: 10.1007/s12275-021-1004-0. Epub 2021 Feb 23. J Microbiol. 2021. PMID: 33624266 Review.
-
Workshop report: Toward the development of a human whole stool reference material for metabolomic and metagenomic gut microbiome measurements.Metabolomics. 2020 Nov 8;16(11):119. doi: 10.1007/s11306-020-01744-5. Metabolomics. 2020. PMID: 33164148 Free PMC article.
Cited by
-
Evaluating the Consistency of Gene Methylation in Liver Cancer Using Bisulfite Sequencing Data.Front Cell Dev Biol. 2021 Apr 29;9:671302. doi: 10.3389/fcell.2021.671302. eCollection 2021. Front Cell Dev Biol. 2021. PMID: 33996828 Free PMC article.
-
Gut microbiota landscape and potential biomarker identification in female patients with systemic lupus erythematosus using machine learning.Front Cell Infect Microbiol. 2023 Dec 19;13:1289124. doi: 10.3389/fcimb.2023.1289124. eCollection 2023. Front Cell Infect Microbiol. 2023. PMID: 38169617 Free PMC article.
-
Tongxinluo May Alleviate Inflammation and Improve the Stability of Atherosclerotic Plaques by Changing the Intestinal Flora.Front Pharmacol. 2022 Apr 1;13:805266. doi: 10.3389/fphar.2022.805266. eCollection 2022. Front Pharmacol. 2022. PMID: 35431939 Free PMC article.
-
Increased abundance of Ruminococcus gnavus in gut microbiota is associated with moyamoya disease and non-moyamoya intracranial large artery disease.Sci Rep. 2022 Nov 24;12(1):20244. doi: 10.1038/s41598-022-24496-9. Sci Rep. 2022. PMID: 36424438 Free PMC article.
-
Co-expression module analysis reveals high expression homogeneity for both coding and non-coding genes in sepsis.BMC Genomics. 2023 Jul 24;24(1):418. doi: 10.1186/s12864-023-09460-9. BMC Genomics. 2023. PMID: 37488493 Free PMC article.
References
REFERENCES
-
- Lynch SV, Pedersen O. The human intestinal microbiome in health and disease. N Engl J Med. 2016;375:2369-2379.
-
- Liu R, Hong J, Xu X, et al. Gut microbiome and serum metabolome alterations in obesity and after weight-loss intervention. Nat Med. 2017;23:859-868.
-
- Bouter KE, van Raalte DH, Groen AK, Nieuwdorp M. Role of the gut microbiome in the pathogenesis of obesity and obesity-related metabolic dysfunction. Gastroenterology. 2017;152:1671-1678.
-
- Qin J, Li Y, Cai Z, et al. A metagenome-wide association study of gut microbiota in type 2 diabetes. Nature. 2012;490:55-60.
-
- Forslund K, Hildebrand F, Nielsen T, et al. Disentangling type 2 diabetes and metformin treatment signatures in the human gut microbiota. Nature. 2015;528:262-266.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical