bioRxivMicrobiologyPreprint
Cataloguing and profiling of the gut virome in Chinese populations uncover extensive viral signatures across common diseases
S. Li, Q. Yan, G. Wang, Y. Zhang, R. Guo, P. Zhang, Q. Lv, F. Chen, L. Zhiming, J. Meng, J. Li, C. Chen, H. ULLAH, L. Cheng, S. Fan, R. Li, W. You, Y. Zhang, J. Ma, W. Sun, X. Ma
Abstract
The gut viral community has been linked to human physiology and health, but our knowledge of its genetic and functional contents and disease dependence is far from complete. Here, we collected 11,327 bulk or viral metagenomes from fecal samples from large-scale Chinese populations to establish a Chinese gut virus catalogue (cnGVC) comprising 67,096 nonredundant viral genomes. This catalogue included [~]70% of novel viruses that are not represented in existing gut viral databases, and allowed us to characterize the functional diversity and specificity of the gut virome. Using cnGVC, we 1) profiled the gut virome in large-scale populations and evaluated their sex- and age-related variations, 2) investigated the diversity and compositional patterns of the gut virome across common diseases by analyzing 6,314 bulk metagenomes spanning 28 disease or unhealthy statuses, and 3) identified a large number of universal viral signatures of diseases and validated their predictive ability for health status. Overall, our resources and results would contribute to the grand effort of expanding the knowledge of the human gut virome and addressing a full picture of the associations between viruses and common diseases.
- organism: human
- assay: metagenomics
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- approach: benchmark study
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
- The Aggregated Gut Viral Catalogue (AVrC): A Unified Resource for Exploring the Viral Diversity of the Human Gut
Anastasia Galperina, Gabriele Andrea Lugli, … Alise Jany Ponsero·PLoS Computational BiologyPeer-reviewed·May 2, 2025
- The human gut virome is a non-redundant and clinically informative component of the microbiome
Yiyan Yang, Dan Huang, … Zheng Sun·bioRxiv·May 15, 2026
- The genetic diversity and populational specificity of the human gut virome at single nucleotide resolution
Xiuchao Wang, Quanbin Dong, … Lianmin Chen·MicrobiomePeer-reviewed·Aug 20, 2025
- The human gut virome database
Ann Gregory, Olivier Zablocki, … Matthew B. Sullivan·bioRxiv·Jul 2, 2019
- Meta-analysis of fecal metagenomes reveals global viral signatures and its diagnostic potential for colorectal cancer and adenoma
- Characterization of the gut DNA and RNA viromes in a cohort of Chinese residents and visiting Pakistanis