The Aggregated Gut Viral Catalogue (AVrC): A unified resource for exploring the viral diversity of the human gut

The growing interest in the role of the gut virome in human health and disease, has led to several recent large-scale viral catalogue projects mining human gut metagenomes each using varied computational tools and quality control criteria. Importantly, there has been to date no consistent comparison of these catalogues' quality, diversity, and overlap. In this project, we therefore systematically surveyed nine previously published human gut viral catalogues. While these catalogues collectively screened >40,000 human fecal metagenomes, 82% of the recovered 345,613 viral sequences were unique to one catalogue, highlighting limited redundancy between the ressources and suggesting the need for an aggregated resource bringing these viral sequences together. We further expanded these viral catalogues by mining 7,867 infant gut metagenomes from 12 large-scale infant studies collected in 9 different countries. From these datasets, we constructed the Aggregated Gut Viral Catalogue (AVrC), a unified modular resource containing 1,018,941 dereplicated viral sequences (449,859 species-level vOTUs). Using computational inference tools, annotations were obtained for each vOTU representative sequence quality, viral taxonomy, predicted viral lifestyle, and putative host. This project aims to facilitate the reuse of previously published viral catalogues by the research community and follows a modular framework to enable future expansions as novel data becomes available.

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Publication Details

Journal
PLoS Computational Biology
Published
2025-05-02
DOI
https://doi.org/10.1371/journal.pcbi.1012268
Citations
1
Primary Topic
Bacteriophages and microbial interactions
Type
article
Field-Weighted Citation Impact
1.72

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article

The Aggregated Gut Viral Catalogue (AVrC): A unified resource for exploring the viral diversity of the human gut

Alise Jany Ponsero, Gabriele Andrea Lugli, Christian Milani, Willem M. de Vos et al.
1 citations
PLoS Computational Biology
Bacteriophages and microbial interactions
1.72
article

The Aggregated Gut Viral Catalogue (AVrC): A unified resource for exploring the viral diversity of the human gut

Alise Jany Ponsero, Gabriele Andrea Lugli, Christian Milani, Willem M. de Vos, Marco Ventura, Bonnie L. Hurwitz, Anne Salonen, Anastasia Galperina
article en
1 citations

Abstract

The growing interest in the role of the gut virome in human health and disease, has led to several recent large-scale viral catalogue projects mining human gut metagenomes each using varied computational tools and quality control criteria. Importantly, there has been to date no consistent comparison of these catalogues' quality, diversity, and overlap. In this project, we therefore systematically surveyed nine previously published human gut viral catalogues. While these catalogues collectively screened >40,000 human fecal metagenomes, 82% of the recovered 345,613 viral sequences were unique to one catalogue, highlighting limited redundancy between the ressources and suggesting the need for an aggregated resource bringing these viral sequences together. We further expanded these viral catalogues by mining 7,867 infant gut metagenomes from 12 large-scale infant studies collected in 9 different countries. From these datasets, we constructed the Aggregated Gut Viral Catalogue (AVrC), a unified modular resource containing 1,018,941 dereplicated viral sequences (449,859 species-level vOTUs). Using computational inference tools, annotations were obtained for each vOTU representative sequence quality, viral taxonomy, predicted viral lifestyle, and putative host. This project aims to facilitate the reuse of previously published viral catalogues by the research community and follows a modular framework to enable future expansions as novel data becomes available.

PLoS Computational BiologyVol. 21(5)
University of Parma (IT), University of Helsinki (FI), University of Arizona (US), Quadram Institute (GB), Wageningen University & Research (NL)
Academy of Finland, Biotechnology and Biological Sciences Research Council
Industry, innovation and infrastructure
Openalex Percentile: Top 18%
Bacteriophages and microbial interactions
1.72
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