bioRxivBioinformaticsPreprint
The human gut virome database
Ann GregoryiD, Olivier ZablockiiD, Anna HowelliD, Benjamin BolduciD, Matthew B. SullivaniD
Abstract
The gut microbiome profoundly impacts human health and disease, but viruses that infect these microbes are likely also important. Problematically, viral sequences are often missed due to insufficient reference viral genomes. Here we (i) built a human gut virome database, GVD, from 648 viral particle metagenomes or microbial metagenomes from 572 individuals previously searched for viruses, (ii) assessed its effectiveness, and (iii) conducted meta-analyses. GVD contains 13,203 unique viral populations (approximately species-level taxa) organized into 702 novel genera, which roughly doubles known phage genera and improves viral detection rates over NCBI viral RefSeq nearly 60-fold. Applying GVD, we assessed and rejected the idea of a core gut virome in healthy individuals, and found through meta-analyses that technical artifacts are more impactful than any treatment effect across the entire meta-study dataset. Together, this foundational resource and these findings will help human microbiome researchers better identify viral roles in health and disease.
Abstract summary
Claude Opus 5.5 · xhigh effort · 2 Nov 2026 · from the abstract · CC BY-ND 4.0
A human gut virome reference catalog compiled from 648 metagenomes identifies 13,203 viral populations across 702 previously uncharacterized genera, boosting viral detection nearly 60-fold over NCBI viral RefSeq.
Insufficient reference viral genomes cause viral sequences in the human gut microbiome to be frequently missed. Compiling 648 gut metagenomes from 572 individuals into the Gut Virome Database (GVD) roughly doubles known phage genera and increases viral detection relative to NCBI viral RefSeq.
Key results
ShownThe Gut Virome Database (GVD) expands known phage genera and substantially increases viral sequence detection compared with existing reference genomes.
Compiled from 648 metagenomes across 572 individuals, GVD catalogs 13,203 unique viral populations (approximately species-level taxa) grouped into 702 previously uncharacterized genera, roughly doubling known phage genera and improving viral detection rates nearly 60-fold over NCBI viral RefSeq. · Abstract
ShownMeta-analyses using GVD find no evidence for a core gut virome in healthy individuals and show that technical artifacts outweigh biological treatment effects across combined studies.
Evaluation across the meta-study dataset rejected the hypothesis of a shared core gut virome among healthy people and demonstrated that technical artifacts have a stronger impact than any treatment effect. · Abstract
Methods, data and reproducibility
Built the human gut virome database (GVD) from previously virus-searched viral particle and microbial metagenomes, benchmarked detection rates against NCBI viral RefSeq, and performed cross-study meta-analyses of healthy core virome presence and treatment versus technical effects.
- Viral particle metagenomes or microbial metagenomes from human gut studies previously searched for viruses · human, virus · n = 648 metagenomes from 572 individuals
- Methods & tools
- GVD, NCBI viral RefSeq
- Reproducibility gaps
- Database download URLs, source study accessions, and analysis code are not provided in the abstract.
Limitations (2)
- Across the combined meta-study dataset, technical artifacts exert a greater effect on gut virome profiles than any biological treatment effect. · stated by the authors
- Because only the abstract is available, specific assembly pipelines, clustering thresholds for viral populations and genera, and quantitative effect sizes for the meta-analyses are not reported. · noted in this summary
Read this if you analyze human gut metagenomes and need a reference viral genome catalog to improve bacteriophage and viral sequence detection.
- Citations
- 62
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