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Microbiota Analysis Using Two-step PCR and Next-generation 16S rRNA Gene Sequencing
Published on: October 15, 2019
Harmonized Metagenomic Signatures of the Gut Microbiome Reveal Robust Species, Functions, and Strain Links to
Kelsey N Thompson1, Siyuan Ma2, Amrisha Bhosle1
1Harvard Chan Microbiome in Public Health Center, Boston, Massachusetts; Broad Institute of MIT and Harvard, Cambridge, Massachusetts; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
Background & Aims:
Coupled with well-characterized host genetic and environmental risk factors, alterations of gut microbial communities contribute to risk and severity of inflammatory bowel disease (IBD) and its subtypes, Crohn's disease (CD) and ulcerative colitis (UC). In a rapidly advancing field in which diverse multinational cohorts and molecular methods have been created, highly resolved microbial traits such as protein function and strain genetics can now be investigated through meta-analysis.
Methods:
We integrated 2371 stool metagenomes from 542 individuals with IBD and their referent counterparts from the United States, Canada, and Europe, using all 7 IBD cohorts in the Human Microbiome Bioactives Resource, which we interrogated using taxonomic, functional, and strain profiling.
Results:
We systematically identified the mass expansion of proinflammatory, oral-predominant taxa in the IBD gut, such as Veillonella and Streptococcus spp. We also accurately discriminate CD from UC, a clinically challenging problem, using highly resolved microbial strain genetics (area under the curve = 0.69). Further, we observed disease-specific shifts in carbohydrate metabolism, a likely consequence of small bowel dysfunction in CD, but not UC, as well as perturbations in mucin use, increased microbial virulence and invasion cassettes, and loss of carnitine degradation pathways in IBD. Finally, we observed novel and significant differences in the gene carriage among both IBD- and non-IBD-associated taxa, suggesting that strain-specific functional variation may contribute to pathogenesis and disease-related bacterial fitness.
Conclusions:
Microbial clades responsible for IBD-linked dysbiosis are not uniform, and their functionality in IBD and CD/UC subsets are driven by species and strain lineage-specific variants.
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