bioRxivMicrobiology
The Diagnostic Potential & Interactive Dynamics of the Colorectal Cancer Virome
G. D. Hannigan, M. B. Duhaime, M. T. Ruffin, C. C. Koumpouras, P. D. Schloss
Abstract
Human viruses (those that infect human cells) have been associated with many cancers, largely due to their mutagenic and functionally manipulative abilities. Despite this, cancer microbiome studies have almost exclusively focused on bacteria instead of viruses. We began evaluating the cancer virome by focusing on colorectal cancer, a primary cause of morbidity and mortality throughout the world, and a cancer linked to altered colonic bacterial community compositions but with an unknown association with the gut virome. We used 16S rRNA gene, whole shotgun metagenomic, and purified virus metagenomic sequencing of stool to evaluate the differences in human colorectal cancer virus and bacterial community composition. Through random forest modeling we identified differences in the healthy and colorectal cancer virome. The cancer-associated virome consisted primarily of temperate bacteriophages that were also predicted to be bacteria-virus community network hubs. These results provide foundational evidence that bacteriophage communities are associated with colorectal cancer and potentially impact cancer progression by altering the bacterial host communities.
- organism: human
- assay: metagenomics
- research focus: cell type annotation
- research focus: differential expression
- research focus: gene regulatory network inference
- research focus: cell-cell communication
- approach: statistical model
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 virus integrations in gut microbes associated with dysbiosis of microbial community in tumorigenesis of colorectal carcinoma
- Meta-analysis of fecal metagenomes reveals global viral signatures and its diagnostic potential for colorectal cancer and adenoma
- Virulence genes are a signature of the microbiome in the colorectal tumor microenvironment
Michael B Burns, Joshua Lynch, … Ran Blekhman·Genome MedicinePeer-reviewed·Jun 24, 2015
- Leveraging Existing 16S rRNA Gene Surveys to Identify Reproducible Biomarkers in Individuals with Colorectal Tumors
M. A. Sze, P. D. Schloss·bioRxiv·Mar 21, 2018
- Mucosal microbiomes and Fusobacterium genomics in Vietnamese colorectal cancer patients
H. N. H. Tran, T. Nguyen Hoang Thu, … H. Chung The·bioRxiv·Feb 25, 2022
- Viral Landscape of Gastric Adenocarcinoma Reveals Clinically Relevant Viruses
Diego Pereira, Fabiano Cordeiro Moreira, … Paulo Pimentel de Assumpção·bioRxiv·Sep 5, 2025