ArticleMicrobiome2021
An atlas of the tissue and blood metagenome in cancer reveals novel links between bacteria, viruses and cancer.
Article in Microbiome, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 16 citations in OpenAlex.
- Renal tissue microbiota and metabolite profiling reveal dysregulated signatures in diabetic kidney disease.Frontiers in microbiology · 2026Article
- Tumor microbiome differences in early-onset versus average-onset pancreatic adenocarcinoma.ESMO gastrointestinal oncology · 2025Article
- Robustness of cancer microbiome signals over a broad range of methodological variation.Oncogene · 2024Article
- Identification of novel Carnobacterium maltaromaticum strains in bone marrow samples of patients with acute myeloid leukemia using a metagenomic binning approach.International microbiology : the official journal of the Spanish Society for Microbiology · 2023Article
- The Upper Respiratory Tract Microbiome Network Impacted by SARS-CoV-2.Microbial ecology · 2023Article
- Review
- Metagenomic insights into the plasma virome of Brazilian patients with prostate cancer.Molecular & cellular oncology · 2023Article
- Uncovering Microbial Composition in Human Breast Cancer Primary Tumour Tissue Using Transcriptomic RNA-seq.International journal of molecular sciences · 2021Article
- Human Microbiome and Its Medical Applications.Frontiers in molecular biosciences · 2021Review
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Authors and funding
1 author at 1 institution in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundHost tissue infections by bacteria and viruses can cause cancer. Known viral carcinogenic mechanisms are disruption of the host genome via genomic integration and expression of oncogenic viral proteins. An important bacterial carcinogenic mechanism is chronic inflammation. Massively parallel sequencing now routinely generates datasets large enough to contain detectable traces of bacterial and viral nucleic acids of taxa that colonize the examined tissue or are integrated into the host genome. However, this hidden resource has not been comprehensively studied in large patient cohorts.
methodsIn the present study, 3025 whole genome sequencing datasets and, where available, corresponding RNA-seq datasets are leveraged to gain insight into novel links between viruses, bacteria, and cancer. Datasets were obtained from multiple International Cancer Genome Consortium studies, with additional controls added from the 1000 genome project. A customized pipeline based on KRAKEN was developed and validated to identify bacterial and viral sequences in the datasets. Raw results were stringently filtered to reduce false positives and remove likely contaminants.
resultsThe resulting map confirms known links and expands current knowledge by identifying novel associations. Moreover, the detection of certain bacteria or viruses is associated with profound differences in patient and tumor phenotypes, such as patient age, tumor stage, survival, and somatic mutations in cancer genes or gene expression profiles.
conclusionsOverall, these results provide a detailed, unprecedented map of links between viruses, bacteria, and cancer that can serve as a reference for future studies and further experimental validation. Video Abstract.
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