Large scale metagenome assembly reveals novel animal-associated microbial genomes, biosynthetic gene clusters, and other genetic diversity
N. D. Youngblut, J. de la Cuesta-Zuluaga, G. H. Reischer, S. Dauser, N. Schuster, C. Walzer, G. Stalder, A. Farnleitner, R. E. Ley
Abstract
Large-scale metagenome assemblies of human microbiomes have produced a vast catalogue of previously unseen microbial genomes; however, comparatively few microbial genomes derive from other vertebrates. Here, we generated 5596 metagenome-assembled genomes from the gut metagenomes of 180 predominantly wild animal species representing 5 classes, in addition to 14 existing animal gut metagenome datasets. The MAGs comprised 1522 species-level genome bins (SGBs); most of which were novel at the species, genus, or family levels, and the majority were enriched in host versus environment metagenomes. Many traits distinguished SGBs enriched in host or environmental biomes, including the number of antimicrobial resistance genes. We identified 1986 diverse biosynthetic gene clusters; only 23 clustered with any MIBiG database references. Gene-based assembly revealed tremendous gene diversity, much of it host- or environment-specific. Our MAG and gene datasets greatly expand the microbial genome repertoire and provide a broad view of microbial adaptations to the vertebrate gut. ImportanceMicrobiome studies on a select few mammalian species (e.g., humans, mice, and cattle) have revealed a great deal of novel genomic diversity in the gut microbiome. However, little is known of the microbial diversity in the gut of other vertebrates. We studied the gut microbiome of a large set of mostly wild animal species consisting of mammals, birds, reptiles, amphibians, and fish. Unfortunately, we found that existing reference databases commonly used for metagenomic analyses failed to capture the microbiome diversity among vertebrates. To increase database representation, we applied advanced metagenome assembly methods to our animal gut data and to many public gut metagenome datasets that had not been used to obtain microbial genomes. Our resulting genome and gene cluster collections comprised a great deal of novel taxonomic and genomic diversity, which we extensively characterized. Our findings substantially expand what is known of microbial genomic diversity in the vertebrate gut.
02 /Specification & Classification
Click any tag to browse matching papers- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A Unified Catalog of 19,251 Non-human Reference Species Genomes Provides New Insights into the Mammalian Gut Microbiomes
- Highly accurate metagenome-assembled genomes from human gut microbiota using long-read assembly, binning, and consolidation methods
Daniel M. Portik, Xiaowen Feng, … Jeremy E. Wilkinson·bioRxiv·May 10, 2024
- Identification and Characterization of Novel Metagenome Assembled Uncultivated Virus Genomes from Human Gut
Kanchan Bhardwaj, Niharika Niharika, … Sudhanshu Vrati·bioRxiv·May 7, 2024
- Insights into rumen microbial biosynthetic gene cluster diversity through genome-resolved metagenomics
C. L. Anderson, S. C. Fernando·bioRxiv·May 19, 2020
- Human gut metagenomes and assembled microbial genomes from an urban cohort from Colombia, South America
Jacobo de la Cuesta‐Zuluaga, Nicholas D. Youngblut, … Juan Sebastián Escobar·bioRxiv·Sep 25, 2025
- Host diet and evolutionary history explain different aspects of gut microbiome diversity among vertebrate clades
N. D. Youngblut, G. H. Reischer, … A. H. Farnleitner·bioRxiv·Dec 3, 2018