Diagnostic potential and interactive dynamics of the colorectal cancer virome
Open accessPublished version of a preprint
Abstract
Colorectal cancer is a leading cause of cancer-related death in the United States and worldwide. Its risk and severity have been linked to colonic bacterial community composition. Although human-specific viruses have been linked to other cancers and diseases, little is known about colorectal cancer virus communities. We addressed this knowledge gap by identifying differences in colonic virus communities in the stool of colorectal cancer patients and how they compared to bacterial community differences. The results suggested an indirect role for the virome in impacting colorectal cancer by modulating the associated bacterial community. These findings both support the idea of a biological role for viruses in colorectal cancer and provide a new understanding of basic colorectal cancer etiology.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The enteric virome and mycobiome have been linked with colorectal cancer.
“The enteric virome and mycobiome (fungal microbiome) have also been linked with CRC.72–74”
From Influence of the Gut Microbiome, Diet, and Environment on Risk of Colorectal Cancer (2020) · cites this paper as [74]
These findings indicate an interaction between the virome and bacteriome in colorectal cancer risk.
“These findings indicate an interaction between the virome and bacteriome in risk of CRC.72, 74”
From Influence of the Gut Microbiome, Diet, and Environment on Risk of Colorectal Cancer (2020) · cites this paper as [74]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Fast gapped-read alignment with Bowtie 2
Langmead, B., & Salzberg, S. L. (2012) · Nature Methods · doi:10.1038/nmeth.1923 · Cited by 56,400 · see citing works
Cutadapt removes adapter sequences from high-throughput sequencing reads
Martin, M. (2011) · EMBnet.journal · doi:10.14806/ej.17.1.200 · Cited by 33,889 · see citing works
vegan: Community Ecology Package
Oksanen, J., Simpson, G. L., Blanchet, F. G., Kindt, R., Legendre, P., Minchin, P. R., O’Hara, R. B., Sólymos, P., Stevens, M. H. H., Szöcs, E., et al. (2001) · doi:10.32614/cran.package.vegan · Cited by 27,099 · see citing works
BLAST+: architecture and applications
Camacho, C., Coulouris, G., Avagyan, V., Ma, N., Papadopoulos, J., Bealer, K., & Madden, T. L. (2009) · BMC Bioinformatics · doi:10.1186/1471-2105-10-421 · Cited by 22,074 · see citing works
Schloss, P. D., Westcott, S. L., Ryabin, T., Hall, J. R., Hartmann, M., Hollister, E. B., Lesniewski, R. A., Oakley, B. B., Parks, D. H., Robinson, C. J., et al. (2009) · Applied and Environmental Microbiology · doi:10.1128/aem.01541-09 · Cited by 20,966 · see citing works
UCHIME improves sensitivity and speed of chimera detection
Edgar, R. C., Haas, B. J., Clemente, J. C., Quince, C., & Knight, R. (2011) · Bioinformatics · doi:10.1093/bioinformatics/btr381 · Cited by 15,114 · see citing works
Kozich, J. J., Westcott, S. L., Baxter, N. T., Highlander, S. K., & Schloss, P. D. (2013) · Applied and Environmental Microbiology · doi:10.1128/aem.01043-13 · Cited by 7,004 · see citing works
Pruesse, E., Quast, C., Knittel, K., Fuchs, B. M., Ludwig, W., Peplies, J., & Glöckner, F. O. (2007) · Nucleic Acids Research · doi:10.1093/nar/gkm864 · Cited by 6,682 · see citing works
Identification of Herpesvirus-Like DNA Sequences in AIDS-Sssociated Kaposi's Sarcoma
Chang, Y., Cesarman, E., Pessin, M. S., Lee, F., Culpepper, J., Knowles, D. M., & Moore, P. S. (1994) · Science · doi:10.1126/science.7997879 · Cited by 5,608 · see citing works
Clonal Integration of a Polyomavirus in Human Merkel Cell Carcinoma
Feng, H., Shuda, M., Chang, Y., & Moore, P. S. (2008) · Science · doi:10.1126/science.1152586 · Cited by 3,208 · see citing works
Binning metagenomic contigs by coverage and composition
Alneberg, J., Bjarnason, B. S., de Bruijn, I., Schirmer, M., Quick, J., Ijaz, U. Z., Lahti, L., Loman, N. J., Andersson, A. F., & Quince, C. (2014) · Nature Methods · doi:10.1038/nmeth.3103 · Cited by 2,709 · see citing works
Colorectal cancer statistics, 2014
Siegel, R. L., Desantis, C. E., & Jemal, A. (2014) · CA A Cancer Journal for Clinicians · doi:10.3322/caac.21220 · Cited by 2,558 · see citing works
Intestinal inflammation targets cancer-inducing activity of the microbiota
Arthur, J. C., Perez-Chanona, E., Mühlbauer, M., Tomkovich, S., Uronis, J. M., Fan, T.-J., Campbell, B. J., Abujamel, T., Dogan, B., Rogers, A. B., et al. (2012) · Science · doi:10.1126/science.1224820 · Cited by 2,263 · see citing works
Li, D., Luo, R., Liu, C.-M., Leung, C.-M., Ting, H., Sadakane, K., Yamashita, H., & Lam, T. (2016) · Methods · doi:10.1016/j.ymeth.2016.02.020 · Cited by 2,065 · see citing works
caret: Classification and Regression Training
Kühn, M. (2007) · doi:10.32614/cran.package.caret · Cited by 1,964 · see citing works
Molecular Genetics of Colorectal Cancer
Fearon, E. R. (2011) · Annual Review of Pathology: Mechanisms of Disease · doi:10.1146/annurev-pathol-011110-130235 · Cited by 1,805 · see citing works
Levin, B., Lieberman, D. A., McFarland, B., Smith, R. A., Brooks, D. D., Andrews, K. S., Dash, C., Giardiello, F. M., Glick, S. N., Levin, T. R., et al. (2008) · CA A Cancer Journal for Clinicians · doi:10.3322/ca.2007.0018 · Cited by 1,800 · see citing works
Garrett, W. S. (2015) · Science · doi:10.1126/science.aaa4972 · Cited by 1,404 · see citing works
Potential of fecal microbiota for early-stage detection of colorectal cancer
Zeller, G., Tap, J., Voigt, A. Y., Sunagawa, S., Kultima, J. R., Costea, P. I., Amiot, A., Böhm, J., Brunetti, F., Habermann, N., et al. (2014) · Molecular Systems Biology · doi:10.15252/msb.20145645 · Cited by 1,375 · see citing works
Disease-Specific Alterations in the Enteric Virome in Inflammatory Bowel Disease
Norman, J. M., Handley, S. A., Baldridge, M. T., Droit, L., Liu, C. Y., Keller, B. C., Kambal, A., Monaco, C. L., Zhao, G., Fleshner, P., et al. (2015) · Cell · doi:10.1016/j.cell.2015.01.002 · Cited by 1,285 · see citing works
Viruses in the faecal microbiota of monozygotic twins and their mothers
Reyes, A., Haynes, M. R., Hanson, N., Angly, F. E., Heath, A. C., Rohwer, F. L., & Gordon, J. I. (2010) · Nature · doi:10.1038/nature09199 · Cited by 1,198 · see citing works
The human gut virome: inter-individual variation and dynamic response to diet
Minot, S., Sinha, R., Chen, J., Li, H., Keilbaugh, S. A., Wu, G. D., Lewis, J. D., & Bushman, F. D. (2011) · Genome Research · doi:10.1101/gr.122705.111 · Cited by 935 · see citing works
Plankton networks driving carbon export in the oligotrophic ocean
Guidi, L., Chaffron, S., Bittner, L., Eveillard, D., Larhlimi, A., Roux, S., Darzi, Y., Audic, S., Berline, L., Brum, J. R., et al. (2016) · Nature · doi:10.1038/nature16942 · Cited by 870 · see citing works
Patterns and ecological drivers of ocean viral communities
Brum, J. R., Ignacio‐Espinoza, J. C., Roux, S., Doulcier, G., Acinas, S. G., Alberti, A., Chaffron, S., Cruaud, C., de Vargas, C., Gasol, J. M., et al. (2015) · Science · doi:10.1126/science.1261498 · Cited by 785 · see citing works
A review of clinical trials of human papillomavirus prophylactic vaccines
Schiller, J. T., Castellsagué, X., & Garland, S. M. (2012) · Vaccine · doi:10.1016/j.vaccine.2012.04.108 · Cited by 747 · see citing works
Fast Identification and Removal of Sequence Contamination from Genomic and Metagenomic Datasets
Schmieder, R., & Edwards, R. A. (2011) · PLoS ONE · doi:10.1371/journal.pone.0017288 · Cited by 740 · see citing works
Microbiota organization is a distinct feature of proximal colorectal cancers
Dejea, C. M., Wick, E. C., Hechenbleikner, E. M., White, J. R., Mark Welch, J. L., Rossetti, B. J., Peterson, S. N., Snesrud, E. C., Borisy, G. G., Lazarev, M., et al. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1406199111 · Cited by 700 · see citing works
Explaining Microbial Population Genomics through Phage Predation
Rodriguez-Valera, F., Martin-Cuadrado, A.-B., Rodriguez-Brito, B., Pašić, L., Thingstad, T. F., Rohwer, F., & Mira, A. (2009) · Nature Reviews Microbiology · doi:10.1038/nrmicro2235 · Cited by 663 · see citing works
Origins of Highly Mosaic Mycobacteriophage Genomes
Pedulla, M. L., Ford, M. E., Houtz, J. M., Karthikeyan, T., Wadsworth, C., Lewis, J. A., Jacobs-Sera, D., Falbo, J., Gross, J., Pannunzio, N. R., et al. (2003) · Cell · doi:10.1016/s0092-8674(03)00233-2 · Cited by 654 · see citing works
Laboratory procedures to generate viral metagenomes
Thurber, R. L. V., Haynes, M. R., Breitbart, M., Wegley, L., & Rohwer, F. L. (2009) · Nature Protocols · doi:10.1038/nprot.2009.10 · Cited by 600 · see citing works
The human gut microbiome as a screening tool for colorectal cancer
Zackular, J. P., Rogers, M. A. M., Ruffin, M. T., & Schloss, P. D. (2014) · Cancer Prevention Research · doi:10.1158/1940-6207.capr-14-0129 · Cited by 551 · see citing works
Antibiotic treatment expands the resistance reservoir and ecological network of the phage metagenome
Modi, S. R., Lee, H. H., Spina, C. S., & Collins, J. J. (2013) · Nature · doi:10.1038/nature12212 · Cited by 542 · see citing works
Willner, D., Furlan, M., Haynes, M., Schmieder, R., Angly, F. E., Silva, J., Tammadoni, S., Nosrat, B., Conrad, D., & Rohwer, F. (2009) · PLoS ONE · doi:10.1371/journal.pone.0007370 · Cited by 441 · see citing works
Monaco, C. L., Gootenberg, D. B., Zhao, G., Handley, S. A., Ghebremichael, M. S., Lim, E. S., Lankowski, A. J., Baldridge, M. T., Wilen, C. B., Flagg, M., et al. (2016) · Cell Host & Microbe · doi:10.1016/j.chom.2016.02.011 · Cited by 405 · see citing works
Shuda, M., Kwun, H. J., Feng, H., Chang, Y., & Moore, P. S. (2011) · Journal of Clinical Investigation · doi:10.1172/jci46323 · Cited by 374 · see citing works
Baxter, N. T., Ruffin, M. T., Rogers, M. A. M., & Schloss, P. D. (2016) · Genome Medicine · doi:10.1186/s13073-016-0290-3 · Cited by 354 · see citing works
Hannigan, G. D., Meisel, J. S., Tyldsley, A. S., Zheng, Q., Hodkinson, B. P., SanMiguel, A. J., Minot, S. S., Bushman, F. D., & Grice, E. A. (2015) · mBio · doi:10.1128/mbio.01578-15 · Cited by 312 · see citing works
Baxter, N. T., Zackular, J. P., Chen, G. Y., & Schloss, P. D. (2014) · Microbiome · doi:10.1186/2049-2618-2-20 · Cited by 299 · see citing works
Self-citationZauber, A. G. (2015) · Digestive Diseases and Sciences · doi:10.1007/s10620-015-3600-5 · Cited by 294 · see citing works
Phage as a Modulator of Immune Responses
Górski, A., Międzybrodzki, R., Borysowski, J., Dąbrowska, K., Wierzbicki, P., Kniotek, M., Korczak-Kowalska, G., Olszowska-Zaremba, N., Łusiak-Szelachowska, M., Kłak, M., et al. (2012) · Advances in virus research · doi:10.1016/b978-0-12-394438-2.00002-5 · Cited by 268 · see citing works
Experimental coevolution of species interactions
Brockhurst, M. A., & Koskella, B. L. (2013) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2013.02.009 · Cited by 241 · see citing works
Kleiner, M., Hooper, L. V., & Duerkop, B. A. (2015) · BMC Genomics · doi:10.1186/s12864-014-1207-4 · Cited by 198 · see citing works
Altered Oral Viral Ecology in Association with Periodontal Disease
Ly, M., Abeles, S. R., Boehm, T. K., Robles‐Sikisaka, R., Naidu, M., Santiago-Rodríguez, T. M., & Pride, D. T. (2014) · mBio · doi:10.1128/mbio.01133-14 · Cited by 180 · see citing works
The human urine virome in association with urinary tract infections
Santiago-Rodríguez, T. M., Ly, M., Bonilla, N., & Pride, D. T. (2015) · Frontiers in Microbiology · doi:10.3389/fmicb.2015.00014 · Cited by 169 · see citing works
Coevolution can reverse predator–prey cycles
Cortez, M. H., & Weitz, J. S. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1317693111 · Cited by 157 · see citing works
Metabolic and Community Synergy of Oral Bacteria in Colorectal Cancer
Flynn, K. J., Baxter, N. T., & Schloss, P. D. (2016) · mSphere · doi:10.1128/msphere.00102-16 · Cited by 150 · see citing works
Manipulation of the Gut Microbiota Reveals Role in Colon Tumorigenesis
Zackular, J. P., Baxter, N. T., Chen, G., & Schloss, P. D. (2015) · mSphere · doi:10.1128/msphere.00001-15 · Cited by 125 · see citing works
Effects of Long Term Antibiotic Therapy on Human Oral and Fecal Viromes
Abeles, S. R., Ly, M., Santiago-Rodríguez, T. M., & Pride, D. T. (2015) · PLoS ONE · doi:10.1371/journal.pone.0134941 · Cited by 108 · see citing works
Impact of Phages on Two-Species Bacterial Communities
Harcombe, W. R., & Bull, J. J. (2005) · Applied and Environmental Microbiology · doi:10.1128/aem.71.9.5254-5259.2005 · Cited by 99 · see citing works
Rossmann, F. S., Racek, T., Wobser, D., Puchałka, J., Rabener, E. M., Reiger, M., Hendrickx, A. P. A., Diederich, A.-K., Jung, K., Klein, C., et al. (2015) · PLoS Pathogens · doi:10.1371/journal.ppat.1004653 · Cited by 95 · see citing works
Hannigan, G. D., Duhaime, M. B., Koutra, D., & Schloss, P. D. (2018) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1006099 · Cited by 47 · see citing works
Evolutionary and functional implications of hypervariable loci within the skin virome
Hannigan, G. D., Zheng, Q., Meisel, J. S., Minot, S. S., Bushman, F. D., & Grice, E. A. (2017) · PeerJ · doi:10.7717/peerj.2959 · Cited by 28 · see citing works
Bacteriophages as Pathogens and Immune Modulators?
Lengeling, A., Mahajan, A., & Gally, D. L. (2013) · mBio · doi:10.1128/mbio.00868-13 · Cited by 24 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Wirbel, J., Pyl, P. T., Kartal, E., Zych, K., Kashani, A., Milanese, A., Fleck, J. S., Voigt, A. Y., Palleja, A., Ponnudurai, R., et al. (2019) · Nature Medicine · doi:10.1038/s41591-019-0406-6 · Cited by 1,373 · see citing works
Gut microbiota in colorectal cancer: mechanisms of action and clinical applications
Wong, S. H., & Yu, J. (2019) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/s41575-019-0209-8 · Cited by 1,355 · see citing works
Thomas, A. M., Manghi, P., Asnicar, F., Pasolli, E., Armanini, F., Zolfo, M., Beghini, F., Manara, S., Karcher, N., Pozzi, C., et al. (2019) · Nature Medicine · doi:10.1038/s41591-019-0405-7 · Cited by 1,030 · see citing works
Influence of the Gut Microbiome, Diet, and Environment on Risk of Colorectal Cancer
Song, M., Chan, A. T., & Sun, J. (2020) · Gastroenterology · doi:10.1053/j.gastro.2019.06.048 · Cited by 752 · see citing works
Gut microbiota in colorectal cancer development and therapy
Wong, C. C., & Yu, J. (2023) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-023-00766-x · Cited by 751 · see citing works
MicroRNAs and complex diseases: from experimental results to computational models
Chen, X., Xie, D., Zhao, Q., & You, Z. (2017) · Briefings in Bioinformatics · doi:10.1093/bib/bbx130 · Cited by 640 · see citing works
Cullin, N., Azevedo Antunes, C., Straussman, R., Stein-Thoeringer, C. K., & Elinav, E. (2021) · Cancer Cell · doi:10.1016/j.ccell.2021.08.006 · Cited by 578 · see citing works
Tett, A., Huang, K. D., Asnicar, F., Fehlner-Peach, H., Pasolli, E., Karcher, N., Armanini, F., Manghi, P., Bonham, K., Zolfo, M., et al. (2019) · Cell Host & Microbe · doi:10.1016/j.chom.2019.08.018 · Cited by 476 · see citing works
The Landscape of Genetic Content in the Gut and Oral Human Microbiome
Tierney, B. T., Yang, Z., Luber, J. M., Beaudin, M., Wibowo, M. C., Baek, C., Mehlenbacher, E., Patel, C. J., & Kostic, A. D. (2019) · Cell Host & Microbe · doi:10.1016/j.chom.2019.07.008 · Cited by 346 · see citing works
The Role of the Gut Microbiome in Colorectal Cancer Development and Therapy Response
Sánchez‐Alcoholado, L., Ramos‐Molina, B., Otero, A. P., Laborda-Illanes, A., Ordóñez, R., Medina, J. A., Gómez‐Millán, J., & Queipo‐Ortuño, M. I. (2020) · Cancers · doi:10.3390/cancers12061406 · Cited by 338 · see citing works
Role of the Gut Microbiota and Its Metabolites in Tumorigenesis or Development of Colorectal Cancer
Qu, R., Zhang, Y., Ma, Y., Zhou, X., Sun, L., Jiang, C., Zhang, Z., & Fu, W. (2023) · Advanced Science · doi:10.1002/advs.202205563 · Cited by 303 · see citing works
The gut virome: A new microbiome component in health and disease
Cao, Z., Sugimura, N., Burgermeister, E., Ebert, M. P. A., Zuo, T., & Lan, P. (2022) · EBioMedicine · doi:10.1016/j.ebiom.2022.104113 · Cited by 294 · see citing works
Gut Microbiota beyond Bacteria—Mycobiome, Virome, Archaeome, and Eukaryotic Parasites in IBD
Matijašić, M., Meštrović, T., Paljetak, H. Č., Perić, M., Barešić, A., & Verbanac, D. (2020) · International Journal of Molecular Sciences · doi:10.3390/ijms21082668 · Cited by 293 · see citing works
The Cancer Microbiome: Distinguishing Direct and Indirect Effects Requires a Systemic View
Xavier, J. B., Young, V. B., Skufca, J. D., Ginty, F., Testerman, T. L., Pearson, A. T., Macklin, P., Mitchell, A., Shmulevich, I., Xie, L., et al. (2020) · Trends in cancer · doi:10.1016/j.trecan.2020.01.004 · Cited by 268 · see citing works
Microbiome in Colorectal Cancer: How to Get from Meta-omics to Mechanism?
Ternes, D., Karta, J., Tsenkova, M., Wilmes, P., Haan, S., & Letellier, E. (2020) · Trends in Microbiology · doi:10.1016/j.tim.2020.01.001 · Cited by 256 · see citing works
Mino-Kenudson, M. A., Schalper, K. A., Cooper, W. A., Đačić, S., Hirsch, F. R., Jain, D., López‐Ríos, F., Tsao, M., Yatabe, Y., Beasley, M. B., et al. (2022) · Journal of Thoracic Oncology · doi:10.1016/j.jtho.2022.09.109 · Cited by 231 · see citing works
Colorectal cancer-associated microbiota contributes to oncogenic epigenetic signatures
Sobhani, I., Bergsten, E., Couffin, S., Amiot, A., Nebbad, B., Barau, C., de’Angelis, N., Rabot, S., Canouï‐Poitrine, F., Mestivier, D., et al. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1912129116 · Cited by 219 · see citing works
High fat diet, gut microbiome and gastrointestinal cancer
Tong, Y., Gao, H., Qi, Q., Liu, X., Li, J., Gao, J., Li, P., Wang, Y., Du, L., & Wang, C. (2021) · Theranostics · doi:10.7150/thno.56157 · Cited by 205 · see citing works
Gut Bacteriophage: Current Understanding and Challenges
Sutton, T., & Hill, C. (2019) · Frontiers in Endocrinology · doi:10.3389/fendo.2019.00784 · Cited by 202 · see citing works
Lourenço, M., Chaffringeon, L., Lamy-Besnier, Q., Pédron, T., Campagne, P., Eberl, C., Berard, M., Stecher, B., Debarbieux, L., & Sordi, L. D. (2020) · Cell Host & Microbe · doi:10.1016/j.chom.2020.06.002 · Cited by 195 · see citing works
New Insights Into the Cancer–Microbiome–Immune Axis: Decrypting a Decade of Discoveries
Jain, T., Sharma, P., Are, A. C., Vickers, S. M., & Dudeja, V. (2021) · Frontiers in Immunology · doi:10.3389/fimmu.2021.622064 · Cited by 184 · see citing works
The microbial landscape of colorectal cancer
White, M., & Sears, C. L. (2023) · Nature Reviews Microbiology · doi:10.1038/s41579-023-00973-4 · Cited by 169 · see citing works
Karcher, N., Nigro, E., Punčochář, M., Blanco-Míguez, A., Ciciani, M., Manghi, P., Zolfo, M., Cumbo, F., Manara, S., Golzato, D., et al. (2021) · Genome Biology · doi:10.1186/s13059-021-02427-7 · Cited by 159 · see citing works
The microbiome and the hallmarks of cancer
Fulbright, L. E., Ellermann, M., & Arthur, J. C. (2017) · PLOS Pathogens · doi:10.1371/journal.ppat.1006480 · Cited by 164 · see citing works
An Introduction to Next Generation Sequencing Bioinformatic Analysis in Gut Microbiome Studies
Gao, B., Chi, L., Zhu, Y., Shi, X., Tu, P., Li, B. J., Yin, J., Gao, N., Shen, W., & Schnabl, B. (2021) · Biomolecules · doi:10.3390/biom11040530 · Cited by 165 · see citing works
Tito, R. Y., Verbandt, S., Vázquez, M. A., Lahti, L., Verspecht, C., Lloréns‐Rico, V., Vieira‐Silva, S., Arts, J., Falony, G., Dekker, E., et al. (2024) · Nature Medicine · doi:10.1038/s41591-024-02963-2 · Cited by 162 · see citing works
Intestinal Virome in Patients With Alcoholic Hepatitis
Jiang, L., Lang, S., Duan, Y., Zhang, X., Gao, B., Chopyk, J., Schwanemann, L. K., Cots, M. V., Bataller, R. A., Bosques‐Padilla, F., et al. (2020) · Hepatology · doi:10.1002/hep.31459 · Cited by 149 · see citing works
Santiago-Rodríguez, T. M., & Hollister, E. B. (2019) · Viruses · doi:10.3390/v11070656 · Cited by 146 · see citing works
Lin, Y., Lau, H. C.-H., Liu, Y., Kang, X., Wang, Y., Ting, N. L.-N., Kwong, T. N.-Y., Han, J., Liu, W., Liu, C., et al. (2022) · Gastroenterology · doi:10.1053/j.gastro.2022.06.038 · Cited by 142 · see citing works
Bacteriophages and their potential for treatment of gastrointestinal diseases
Duan, Y., Young, R., & Schnabl, B. (2021) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/s41575-021-00536-z · Cited by 143 · see citing works
Epidemiology and risk factors of colorectal cancer in China
Yang, Y., Han, Z., Li, X., Huang, A., Shi, J., & Gu, J. (2020) · Chinese Journal of Cancer Research · doi:10.21147/j.issn.1000-9604.2020.06.06 · Cited by 138 · see citing works
Defining the human gut host–phage network through single-cell viral tagging
Džunková, M., Low, S. J., Daly, J. N., Deng, L., Rinke, C., & Hugenholtz, P. (2019) · Nature Microbiology · doi:10.1038/s41564-019-0526-2 · Cited by 127 · see citing works
Intestinal phages interact with bacteria and are involved in human diseases
Shuwen, H., & Kefeng, D. (2022) · Gut Microbes · doi:10.1080/19490976.2022.2113717 · Cited by 124 · see citing works
Wolf, P. G., Cowley, E. S., Breister, A. M., Matatov, S., Lucio, L., Polak, P., Ridlon, J. M., Gaskins, H. R., & Anantharaman, K. (2022) · Microbiome · doi:10.1186/s40168-022-01242-x · Cited by 117 · see citing works
Adiliaghdam, F., Amatullah, H., Digumarthi, S., Saunders, T. L., Rahman, R., Wong, L., Sadreyev, R. I., Droit, L., Paquette, J., Goyette, P., et al. (2022) · Science immunology · doi:10.1126/sciimmunol.abn6660 · Cited by 99 · see citing works
Urea cycle activation triggered by host-microbiota maladaptation driving colorectal tumorigenesis
Chen, H., Tong, T., Lu, S., Ji, L., Xuan, B., Zhao, G., Yan, Y., Song, L., Zhao, L., Xie, Y., et al. (2023) · Cell Metabolism · doi:10.1016/j.cmet.2023.03.003 · Cited by 106 · see citing works
Role of Gut Microbiota and Probiotics in Colorectal Cancer: Onset and Progression
Torres-Maravilla, E., Boucard, A.-S., Mohseni, A. H., Taghinezhad‐S, S., Cortes‐Perez, N. G., & Bermúdez‐Humarán, L. G. (2021) · Microorganisms · doi:10.3390/microorganisms9051021 · Cited by 96 · see citing works
Li, J., Zhang, A., Wu, F., & Wang, X. (2022) · Frontiers in Oncology · doi:10.3389/fonc.2022.841552 · Cited by 96 · see citing works
Gut virome in inflammatory bowel disease and beyond
Tun, H. M., Peng, Y., Massimino, L., Sin, Z. Y., Parigi, T. L., Facoetti, A., Rahman, S., Danese, S., & Ungaro, F. (2023) · Gut · doi:10.1136/gutjnl-2023-330001 · Cited by 95 · see citing works
Demographic and environmental drivers of metagenomic viral diversity in vampire bats
Bergner, L. M., Orton, R. J., Benavides, J. A., Becker, D. J., Tello, C., Biek, R., & Streicker, D. G. (2019) · Molecular Ecology · doi:10.1111/mec.15250 · Cited by 87 · see citing works
Inamura, K., Hamada, T., Bullman, S., Ugai, T., Yachida, S., & Ogino, S. (2022) · Gut · doi:10.1136/gutjnl-2022-327209 · Cited by 94 · see citing works
The human microbiome and cancer: a diagnostic and therapeutic perspective
Kandalai, S., Li, H., Zhang, N., Peng, H., & Zheng, Q. (2023) · Cancer Biology & Therapy · doi:10.1080/15384047.2023.2240084 · Cited by 93 · see citing works
The Human Virome: Viral Metagenomics, Relations with Human Diseases, and Therapeutic Applications
Bai, G.-H., Lin, S., Hsu, Y., & Chen, S.-Y. (2022) · Viruses · doi:10.3390/v14020278 · Cited by 88 · see citing works
Lin, A., Xiong, M., Jiang, A., Huang, L., Wong, H. Z. H., Feng, S., Zhang, C., Yu, H., Chen, L., Chi, H., et al. (2025) · iMeta · doi:10.1002/imt2.70070 · Cited by 91 · see citing works
Andreu-Sánchez, S., Blanco-Míguez, A., Wang, D., Golzato, D., Manghi, P., Heidrich, V., Fackelmann, G., Zhernakova, D. V., Kurilshikov, A., Valles-Colomer, M., et al. (2025) · Cell · doi:10.1016/j.cell.2025.04.014 · Cited by 81 · see citing works
Bars‐Cortina, D., Ramon, E., Rius‐Sansalvador, B., Guinó, E., García‐Serrano, A., Mach, N., Khannous‐Lleiffe, O., Saus, E., Gabaldón, T., Ibáñez‐Sanz, G., et al. (2024) · BMC Genomics · doi:10.1186/s12864-024-10621-7 · Cited by 79 · see citing works
Campbell, D. E., Ly, L. K., Ridlon, J. M., Hsiao, A., Whitaker, R. J., & Degnan, P. H. (2020) · Cell Reports · doi:10.1016/j.celrep.2020.108142 · Cited by 76 · see citing works
Li, Y., Fu, X., Ma, J., Zhang, J., Hu, Y., Dong, W., Wan, Z., Li, Q., Kuang, Y., Lan, K., et al. (2019) · Nature Communications · doi:10.1038/s41467-019-10294-x · Cited by 75 · see citing works
Inter-species Metabolic Interactions in an In-vitro Minimal Human Gut Microbiome of Core Bacteria
Shetty, S. A., Kuipers, B., Atashgahi, S., Aalvink, S., Smidt, H., & de Vos, W. M. (2022) · npj Biofilms and Microbiomes · doi:10.1038/s41522-022-00275-2 · Cited by 70 · see citing works
Kabwe, M., Brown, T. L., Dashper, S. G., Speirs, L. B. M., Ku, H., Petrovski, S., Chan, H. T., Lock, P., & Tucci, J. (2019) · Scientific Reports · doi:10.1038/s41598-019-45549-6 · Cited by 70 · see citing works
Kigerl, K. A., Zane, K., Adams, K., Sullivan, M. B., & Popovich, P. G. (2019) · Experimental Neurology · doi:10.1016/j.expneurol.2019.113085 · Cited by 70 · see citing works
What is (not) known about the dynamics of the human gut virome in health and disease
Beller, L., & Matthijnssens, J. (2019) · Current Opinion in Virology · doi:10.1016/j.coviro.2019.05.013 · Cited by 65 · see citing works
Resistome expansion in disease-associated human gut microbiomes
Fredriksen, S., de Warle, S., van Baarlen, P., Boekhorst, J., & Wells, J. M. (2023) · Microbiome · doi:10.1186/s40168-023-01610-1 · Cited by 64 · see citing works
Virome and bacteriome: two sides of the same coin
Stern, J., Miller, G., Li, X., & Saxena, D. B. (2019) · Current Opinion in Virology · doi:10.1016/j.coviro.2019.05.007 · Cited by 63 · see citing works
Alterations, Interactions, and Diagnostic Potential of Gut Bacteria and Viruses in Colorectal Cancer
Gao, R., Zhu, Y., Kong, C., Xia, K., Li, H., Zhu, Y., Zhang, X., Liu, Y., Zhong, H., Yang, R., et al. (2021) · Frontiers in Cellular and Infection Microbiology · doi:10.3389/fcimb.2021.657867 · Cited by 61 · see citing works
The virota and its transkingdom interactions in the healthy infant gut
Beller, L., Deboutte, W., Vieira‐Silva, S., Falony, G., Tito, R. Y., Rymenans, L., Yinda, C. K., Vanmechelen, B., Espen, L. V., Jansen, D., et al. (2022) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2114619119 · Cited by 58 · see citing works
Tierney, B. T., Tan, Y., Kostic, A. D., & Patel, C. J. (2021) · Nature Communications · doi:10.1038/s41467-021-23029-8 · Cited by 55 · see citing works
Male‐Biased Gut Microbiome and Metabolites Aggravate Colorectal Cancer Development
Wang, L., Tu, Y., Chen, L., Zhang, Y., Pan, X., Yang, S., Zhang, S., Li, S., Yu, K., Song, S., et al. (2023) · Advanced Science · doi:10.1002/advs.202206238 · Cited by 57 · see citing works
Cao, C., Yue, S., Lü, A., & Liang, C. (2024) · Pharmacological Research · doi:10.1016/j.phrs.2024.107321 · Cited by 59 · see citing works
Sze, M. A., & Schloss, P. D. (2018) · mBio · doi:10.1128/mbio.00630-18 · Cited by 55 · see citing works
Phages and Their Role in Gastrointestinal Disease: Focus on Inflammatory Bowel Disease
Marônek, M., Link, R., Ambro, Ľ., & Gardlík, R. (2020) · Cells · doi:10.3390/cells9041013 · Cited by 54 · see citing works
Chen, F., Li, S., Guo, R., Song, F., Zhang, Y., Wang, X., Huo, X., Lv, Q., Ullah, H., Wang, G., et al. (2022) · Journal of Advanced Research · doi:10.1016/j.jare.2022.09.012 · Cited by 52 · see citing works
Gut as viral reservoir: lessons from gut viromes, HIV and COVID-19
Neurath, M. F., Überla, K., & Ng, S. C. (2021) · Gut · doi:10.1136/gutjnl-2021-324622 · Cited by 50 · see citing works
Phages to shape the gut microbiota?
Dahlman, S., Avellaneda-Franco, L., & Barr, J. J. (2020) · Current Opinion in Biotechnology · doi:10.1016/j.copbio.2020.09.016 · Cited by 51 · see citing works
Gut Microbiota and Colorectal Cancer: A Balance Between Risk and Protection
Ionescu, V. A., Diaconu, C. C., Gheorghe, G., Mihai, M.-M., Diaconu, C. C., Bostan, M., & Bleoţu, C. (2025) · International Journal of Molecular Sciences · doi:10.3390/ijms26083733 · Cited by 52 · see citing works
Yan, Q., Wang, Y., Chen, X., Jin, H., Wang, G., Guan, K., Zhang, Y., Zhang, P., Taj, A., Liang, Y., et al. (2021) · Virus Evolution · doi:10.1093/ve/veab022 · Cited by 44 · see citing works
A Previously Undescribed Highly Prevalent Phage Identified in a Danish Enteric Virome Catalog
Espen, L. V., Bak, E. G., Beller, L., Close, L., Deboutte, W., Juel, H. B., Nielsen, T., Sinar, D., Coninck, L. D., Frithioff‐Bøjsøe, C., et al. (2021) · mSystems · doi:10.1128/msystems.00382-21 · Cited by 45 · see citing works
Marongiu, L., & Allgayer, H. (2021) · Molecular Oncology · doi:10.1002/1878-0261.13100 · Cited by 48 · see citing works
Host-microbiome protein-protein interactions capture disease-relevant pathways
Zhou, H., Beltrán, J. F., & Brito, I. (2022) · Genome biology · doi:10.1186/s13059-022-02643-9 · Cited by 46 · see citing works
Gao, Y., Zhu, Z., & Sun, F. (2022) · Synthetic and Systems Biotechnology · doi:10.1016/j.synbio.2022.01.005 · Cited by 44 · see citing works
Expansion of Colorectal Cancer Biomarkers Based on Gut Bacteria and Viruses
Zhang, J., He, Y., Xia, L., Yi, J., Wang, Z., Zhao, Y., Song, X., Li, J., Liu, H., Liang, X., et al. (2022) · Cancers · doi:10.3390/cancers14194662 · Cited by 44 · see citing works
Jansen, D., & Matthijnssens, J. (2023) · Viruses · doi:10.3390/v15010173 · Cited by 43 · see citing works
metaProbiotics: a tool for mining probiotic from metagenomic binning data based on a language model
Wu, S., Feng, T., Tang, W., Qi, C., Gao, J., He, X., Wang, J., Zhou, H., & Fang, Z. (2024) · Briefings in Bioinformatics · doi:10.1093/bib/bbae085 · Cited by 43 · see citing works
Microbes and complex diseases: from experimental results to computational models
Zhao, Y. F., Wang, C.-C., & Chen, X. (2020) · Briefings in Bioinformatics · doi:10.1093/bib/bbaa158 · Cited by 44 · see citing works
Sze, M. A., Topçuoğlu, B. D., Lesniak, N. A., Ruffin, M. T., & Schloss, P. D. (2019) · mBio · doi:10.1128/mbio.01454-19 · Cited by 43 · see citing works
Enteric Virome and Carcinogenesis in the Gut
Emlet, C., Ruffin, M. T., & Lamendella, R. (2020) · Digestive Diseases and Sciences · doi:10.1007/s10620-020-06126-4 · Cited by 43 · see citing works
Wang, L., Tu, Y., Chen, L., Yu, K., Wang, H., Yang, S., Zhang, Y., Zhang, S., Song, S., Xu, H., et al. (2024) · iMeta · doi:10.1002/imt2.165 · Cited by 42 · see citing works
Wu, L., Pappas, N., Wijesekara, Y., Piedade, G. J., Brussaard, C. P. D., & Dutilh, B. E. (2024) · Genome biology · doi:10.1186/s13059-024-03236-4 · Cited by 42 · see citing works
Tierney, B. T., Tan, Y., Yang, Z., Shui, B., Walker, M. J., Kent, B. M., Kostic, A. D., & Patel, C. J. (2022) · PLoS Biology · doi:10.1371/journal.pbio.3001556 · Cited by 42 · see citing works
Zuo, W., Michail, S. K., & Sun, F. (2022) · Frontiers in Cellular and Infection Microbiology · doi:10.3389/fcimb.2022.918010 · Cited by 42 · see citing works
Marongiu, L., Landry, J. J. M., Rausch, T., Abba, M. L., Delécluse, S., Delecluse, H., & Allgayer, H. (2021) · Molecular Oncology · doi:10.1002/1878-0261.13070 · Cited by 38 · see citing works
Bacteriophage-mediated manipulations of microbiota in gastrointestinal diseases
Haddad, L. E., Mendoza, J. F., & Jobin, C. (2022) · Frontiers in Microbiology · doi:10.3389/fmicb.2022.1055427 · Cited by 40 · see citing works
Langenfeld, K. L., Chin, K., Roy, A., Wigginton, K. R., & Duhaime, M. B. (2021) · PeerJ · doi:10.7717/peerj.11111 · Cited by 37 · see citing works
Giliberti, R., Cavaliere, S., Mauriello, I. E., Ercolini, D., & Pasolli, E. (2022) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1010066 · Cited by 36 · see citing works
The Impact of the Gut Microbiome, Environment, and Diet in Early-Onset Colorectal Cancer Development
Dai, R., Kelly, B. N., Ike, A., Berger, D. L., Chan, A. T., Drew, D. A., Ljungman, D., Mutiibwa, D., Ricciardi, R., Tumusiime, G., et al. (2024) · Cancers · doi:10.3390/cancers16030676 · Cited by 37 · see citing works
Intestinal Bacteriophage Therapy: Looking for Optimal Efficacy
Javaudin, F., Latour, C., Debarbieux, L., & Lamy-Besnier, Q. (2021) · Clinical Microbiology Reviews · doi:10.1128/cmr.00136-21 · Cited by 35 · see citing works
Expanding the Colorectal Cancer Biomarkers Based on the Human Gut Phageome
Shen, S., Huo, D., Ma, C., Jiang, S., & Zhang, J. (2021) · Microbiology Spectrum · doi:10.1128/spectrum.00090-21 · Cited by 35 · see citing works
Zhuang, Y.-P., Zhou, H., Chen, H., Zheng, M.-Y., Liang, Y., Gu, Y.-T., Li, W., Qiu, W., & Zhou, H. (2023) · Biomedicine & Pharmacotherapy · doi:10.1016/j.biopha.2023.115040 · Cited by 33 · see citing works
Gao, W., Gao, X., Zhu, L., Gao, S., Sun, R., Feng, Z., Wu, D., Liu, Z., Zhu, R., & Jiao, N. (2023) · Gut Microbes · doi:10.1080/19490976.2023.2245562 · Cited by 34 · see citing works
Genomics and metagenomics of colorectal cancer
Ng, C., Li, H., Wu, W. K. K., Wong, S. H., & Yu, J. Q. (2019) · Journal of Gastrointestinal Oncology · doi:10.21037/jgo.2019.06.04 · Cited by 32 · see citing works
Impact of bacterial infection and intestinal microbiome on colorectal cancer development
Sun, J. (2022) · Chinese Medical Journal · doi:10.1097/cm9.0000000000001979 · Cited by 33 · see citing works
Kharofa, J. R., Apewokin, S. K., Alenghat, T., & Ollberding, N. J. (2022) · Cancer Medicine · doi:10.1002/cam4.5197 · Cited by 33 · see citing works
Casimiro‐Soriguer, C. S., Loucera, C., Peña-Chilet, M., & Dopazo, J. (2022) · Scientific Reports · doi:10.1038/s41598-021-04182-y · Cited by 36 · see citing works
Obón‐Santacana, M., Mas-Lloret, J., Bars‐Cortina, D., Criado‐Mesas, L., Carreras‐Torres, R., Díez-Villanueva, A., Moratalla-Navarro, F., Guinó, E., Ibáñez‐Sanz, G., Alonso, L. R., et al. (2022) · Cancers · doi:10.3390/cancers14174214 · Cited by 31 · see citing works
Wang, Z., Guo, K., Liu, Y., Huang, C., & Wu, M. (2021) · Seminars in Cancer Biology · doi:10.1016/j.semcancer.2021.10.004 · Cited by 31 · see citing works
Gut eukaryotic virome in colorectal carcinogenesis: Is that a trigger?
Massimino, L., Lovisa, S., Lamparelli, L. A., Danese, S., & Ungaro, F. (2020) · Computational and Structural Biotechnology Journal · doi:10.1016/j.csbj.2020.11.055 · Cited by 30 · see citing works
Liu, C., Li, Z., Ding, J., Zhen, H., Fang, M., & Nie, C. (2021) · Frontiers in Microbiology · doi:10.3389/fmicb.2021.765291 · Cited by 30 · see citing works
Factors Affecting Variation of the Human Gut Phageome
Tobin, C. A., Hill, C., & Shkoporov, A. N. (2023) · Annual Review of Microbiology · doi:10.1146/annurev-micro-032421-105754 · Cited by 29 · see citing works
The gut virome and the relevance of temperate phages in human health
Avellaneda-Franco, L., Dahlman, S., & Barr, J. J. (2023) · Frontiers in Cellular and Infection Microbiology · doi:10.3389/fcimb.2023.1241058 · Cited by 29 · see citing works
Sheikh, A. A., Taube, J. H., & Greathouse, K. L. (2021) · Carcinogenesis · doi:10.1093/carcin/bgab060 · Cited by 26 · see citing works
- Authors
- Hannigan, G. D., Duhaime, M. B., Ruffin, M. T., Koumpouras, C. C., & Schloss, P. D.
- Affiliations
- University of Michigan (US)
- Pennsylvania State University (US)
- Corresponding author
- Schloss, Patrick D.
- Venue
- mBio
- Publisher
- American Society for Microbiology
- Published
- 2018-12-21
- Volume
- 9
- Issue
- 6
- ISSN
- 2150-7511 (ISSN-L)
- 2161-2129
- PMC
- PMC6247079
- OpenAlex
- W2950868848
- Cited by
- 298
- References
- 53
- Citations by year
- 2026: 32 · 2025: 40 · 2024: 34 · 2023: 45 · 2022: 48 · 2021: 52 · 2020: 18 · 2019: 25 · 2018: 1 · 2017: 2 · 2016: 1
- FWCI
- 18.05
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- mBio (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Funders
- HHS | National Institutes of Health (P30DK034933, T32AI007528, 5U01CA86400)
- Topics
- Physical Sciences › Environmental Science › Ecology › Bacteriophages and microbial interactions
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
- Health Sciences › Medicine › Oncology › Viral-associated cancers and disorders
- Keywords
- colorectal cancer, virome, human viruses, colonic microbiota, gut bacterial community, cancer etiology, viral-bacterial interactions, cancer diagnosis
- MeSH terms
- Bacteria, Bacteriophages, Feces, Humans, RNA, Ribosomal, 16S, Viruses, Colorectal Neoplasms, Cohort Studies, Metagenomics, Microbiota
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review