Skip to main content
bioRxiv
  • Home
  • About
  • Submit
  • ALERTS / RSS
Advanced Search
New Results

Linking carbohydrate structure with function in the human gut microbiome using hybrid metagenome assemblies

View ORCID ProfileAnuradha Ravi, View ORCID ProfilePerla Troncoso-Rey, Jennifer Ahn-Jarvis, View ORCID ProfileKendall R. Corbin, View ORCID ProfileSuzanne Harris, View ORCID ProfileHannah Harris, Alp Aydin, View ORCID ProfileGemma L. Kay, View ORCID ProfileThanh Le Viet, View ORCID ProfileRachel Gilroy, View ORCID ProfileMark J. Pallen, View ORCID ProfileAndrew J. Page, View ORCID ProfileJustin O’Grady, View ORCID ProfileFrederick J. Warren
doi: https://doi.org/10.1101/2021.05.11.441322
Anuradha Ravi
1Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
2Gemini centre for Sepsis Research, Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Anuradha Ravi
Perla Troncoso-Rey
1Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Perla Troncoso-Rey
Jennifer Ahn-Jarvis
1Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Kendall R. Corbin
1Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
3Department of Horticulture, University of Kentucky, Lexington, Kentucky, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Kendall R. Corbin
Suzanne Harris
1Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
4The Francis Crick Institute, 1 Midland Road, London, NW1 1AT, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Suzanne Harris
Hannah Harris
1Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Hannah Harris
Alp Aydin
1Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Gemma L. Kay
1Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Gemma L. Kay
Thanh Le Viet
1Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Thanh Le Viet
Rachel Gilroy
1Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Rachel Gilroy
Mark J. Pallen
1Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Mark J. Pallen
Andrew J. Page
1Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Andrew J. Page
Justin O’Grady
1Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
5University of East Anglia, Norwich Research Park, Norwich, NR4 7TJ, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Justin O’Grady
Frederick J. Warren
1Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Frederick J. Warren
  • For correspondence: fred.warren@quadram.ac.uk
  • Abstract
  • Full Text
  • Info/History
  • Metrics
  • Supplementary material
  • Data/Code
  • Preview PDF
Loading

Abstract

Background Complex carbohydrates that escape digestion in the small intestine, are broken down in the large intestine by enzymes encoded by the gut microbiome. This is a symbiotic relationship between particular microbes and the host, resulting in metabolic products that influence host gut health and are exploited by other microbes. However, the role of carbohydrate structure in directing microbiota community composition and the succession of carbohydrate-degrading microbes is not fully understood. Here we take the approach of combining data from long and short read sequencing allowing recovery of large numbers of high quality genomes, from which we can predict carbohydrate degrading functions, and impact of carbohydrate on microbial communities.

Results In this study we evaluate species-level compositional variation within a single microbiome in response to six structurally distinct carbohydrates in a controlled model gut using hybrid metagenome assemblies. We identified 509 high-quality metagenome-assembled genomes (MAGs) belonging to ten bacterial classes and 28 bacterial families. We found dynamic variations in the microbiome amongst carbohydrate treatments, and over time. Using these data, the MAGs were characterised as primary (0h to 6h) and secondary degraders (12h to 24h). Annotating the MAG’s with the Carbohydrate Active Enzyme (CAZyme) database we are able to identify species which are enriched through time and have the potential to actively degrade carbohydrate substrates.

Conclusions Recent advances in sequencing technology allowed us to identify significant unexplored diversity amongst starch degrading species in the human gut microbiota including CAZyme profiles and complete MAGs. We have identified changes in microbial community composition in response to structurally distinct carbohydrate substrates, which can be directly related to the CAZyme complement of the enriched MAG’s. Through this approach, we have identified a number of species which have not previously been implicated in starch degradation, but which have the potential to play an important role.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • Table 1 (species protologues names) added, and updated on Supp table 7. Some referencing errors corrected

  • http://www.ncbi.nlm.nih.gov/bioproject/722408

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC 4.0 International license.
Back to top
PreviousNext
Posted June 16, 2021.
Download PDF

Supplementary Material

Data/Code
Email

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Enter multiple addresses on separate lines or separate them with commas.
Linking carbohydrate structure with function in the human gut microbiome using hybrid metagenome assemblies
(Your Name) has forwarded a page to you from bioRxiv
(Your Name) thought you would like to see this page from the bioRxiv website.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Share
Linking carbohydrate structure with function in the human gut microbiome using hybrid metagenome assemblies
Anuradha Ravi, Perla Troncoso-Rey, Jennifer Ahn-Jarvis, Kendall R. Corbin, Suzanne Harris, Hannah Harris, Alp Aydin, Gemma L. Kay, Thanh Le Viet, Rachel Gilroy, Mark J. Pallen, Andrew J. Page, Justin O’Grady, Frederick J. Warren
bioRxiv 2021.05.11.441322; doi: https://doi.org/10.1101/2021.05.11.441322
Reddit logo Twitter logo Facebook logo LinkedIn logo Mendeley logo
Citation Tools
Linking carbohydrate structure with function in the human gut microbiome using hybrid metagenome assemblies
Anuradha Ravi, Perla Troncoso-Rey, Jennifer Ahn-Jarvis, Kendall R. Corbin, Suzanne Harris, Hannah Harris, Alp Aydin, Gemma L. Kay, Thanh Le Viet, Rachel Gilroy, Mark J. Pallen, Andrew J. Page, Justin O’Grady, Frederick J. Warren
bioRxiv 2021.05.11.441322; doi: https://doi.org/10.1101/2021.05.11.441322

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Subject Area

  • Microbiology
Subject Areas
All Articles
  • Animal Behavior and Cognition (4395)
  • Biochemistry (9619)
  • Bioengineering (7110)
  • Bioinformatics (24915)
  • Biophysics (12642)
  • Cancer Biology (9979)
  • Cell Biology (14386)
  • Clinical Trials (138)
  • Developmental Biology (7968)
  • Ecology (12133)
  • Epidemiology (2067)
  • Evolutionary Biology (16008)
  • Genetics (10937)
  • Genomics (14764)
  • Immunology (9889)
  • Microbiology (23718)
  • Molecular Biology (9493)
  • Neuroscience (50964)
  • Paleontology (370)
  • Pathology (1544)
  • Pharmacology and Toxicology (2688)
  • Physiology (4031)
  • Plant Biology (8677)
  • Scientific Communication and Education (1512)
  • Synthetic Biology (2403)
  • Systems Biology (6446)
  • Zoology (1346)