The DOI matches its Crossref record; 32 of the 32 references it cites were found in a registry or an index.
Interpreting cancer genomes using systematic host network perturbations by tumour virus proteins
Open accessAbstract
Genotypic differences greatly influence susceptibility and resistance to disease. Understanding genotype-phenotype relationships requires that phenotypes be viewed as manifestations of network properties, rather than simply as the result of individual genomic variations. Genome sequencing efforts have identified numerous germline mutations, and large numbers of somatic genomic alterations, associated with a predisposition to cancer. However, it remains difficult to distinguish background, or 'passenger', cancer mutations from causal, or 'driver', mutations in these data sets. Human viruses intrinsically depend on their host cell during the course of infection and can elicit pathological phenotypes similar to those arising from mutations. Here we test the hypothesis that genomic variations and tumour viruses may cause cancer through related mechanisms, by systematically examining host interactome and transcriptome network perturbations caused by DNA tumour virus proteins. The resulting integrated viral perturbation data reflects rewiring of the host cell networks, and highlights pathways, such as Notch signalling and apoptosis, that go awry in cancer. We show that systematic analyses of host targets of viral proteins can identify cancer genes with a success rate on a par with their identification through functional genomics and large-scale cataloguing of tumour mutations. Together, these complementary approaches increase the specificity of cancer gene identification. Combining systems-level studies of pathogen-encoded gene products with genomic approaches will facilitate the prioritization of cancer-causing driver genes to advance the understanding of the genetic basis of human cancer.
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“Nearly 3800 virus–host protein interactions were identified by Rozenblatt-Rosen et al. in a single study of DNA tumor virus proteins from four viruses, HPV, EBV, adenovirus Ad5, and human polyomavirus [91].”
From Proteomic approaches to uncovering virus–host protein interactions during the progression of viral infection (2016) · cites this paper as [91]
In the citing paper
“the cellular transcriptional regulators cAMP-response element binding protein and EP300 were only found to associate with the E6 oncoprotein of HPV from cutaneous subtypes and not mucosal subtypes.”
From Proteomic approaches to uncovering virus–host protein interactions during the progression of viral infection (2016) · cites this paper as [91]
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“The identified associations stemmed from 54 viral and 1079 host proteins that pointed to viral subtype-specificity in interactions.”
From Proteomic approaches to uncovering virus–host protein interactions during the progression of viral infection (2016) · cites this paper as [91]
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Citations
Cites
Hallmarks of Cancer: The Next Generation
Hanahan, D., & Weinberg, R. A. (2011) · Cell · doi:10.1016/j.cell.2011.02.013 · Cited by 66,590
A method and server for predicting damaging missense mutations.
Adzhubei, I. A., Schmidt, S., Peshkin, L., Ramensky, V. E., Gerasimova, A., Bork, P., Kondrashov, A. S., & Sunyaev, S. R. (2010) · Nature Methods · doi:10.1038/nmeth0410-248 · Cited by 13,194
The landscape of somatic copy-number alteration across human cancers
Beroukhim, R., Mermel, C. H., Porter, D., Wei, G., Raychaudhuri, S., Donovan, J., Barretina, J., Boehm, J. S., Dobson, J., Urashima, M., et al. (2010) · Nature · doi:10.1038/nature08822 · Cited by 4,017
Self-citationCOSMIC: mining complete cancer genomes in the Catalogue of Somatic Mutations in Cancer
Forbes, S. A., Bindal, N., Bamford, S., Cole, C., Kok, C. Y., Beare, D., Jia, M., Shepherd, R., Leung, K., Menzies, A., et al. (2011) · Nucleic Acids Research · doi:10.1093/nar/gkq929 · Cited by 2,278
Interactome Networks and Human Disease
Vidal, M., Cusick, M. E., & Barabási, A.-L. (2011) · Cell · doi:10.1016/j.cell.2011.02.016 · Cited by 1,771
Self-citationGenomewide Association Studies and Assessment of the Risk of Disease
Manolio, T. A. (2010) · New England Journal of Medicine · doi:10.1056/nejmra0905980 · Cited by 1,512
Notch signalling in solid tumours: a little bit of everything but not all the time
Ranganathan, P., Weaver, K. L., & Capobianco, A. J. (2011) · Nature reviews. Cancer · doi:10.1038/nrc3035 · Cited by 841
Exploring the Genomes of Cancer Cells: Progress and Promise
Stratton, M. R. (2011) · Science · doi:10.1126/science.1204040 · Cited by 711
A Physical and Regulatory Map of Host-Influenza Interactions Reveals Pathways in H1N1 Infection
Shapira, S. D., Gat‐Viks, I., Shum, B. O. V., Dricot, A., DeGrace, M. M., Wu, L., Gupta, P. B., Hao, T., Silver, S. J., Root, D. E., et al. (2009) · Cell · doi:10.1016/j.cell.2009.12.018 · Cited by 630
Self-citationMolecular Linkage Between the Kinase ATM and NF-κB Signaling in Response to Genotoxic Stimuli
Wu, Z., Shi, Y., Tibbetts, R. S., & Miyamoto, S. (2006) · Science · doi:10.1126/science.1121513 · Cited by 515
Characterizing gene sets with FuncAssociate
Berriz, G. F., King, O. D., Bryant, B. M., Sander, C., & Roth, F. P. (2003) · Bioinformatics · doi:10.1093/bioinformatics/btg363 · Cited by 474
Self-citationA novel tumour-suppressor function for the Notch pathway in myeloid leukaemia
Klinakis, A., Lobry, C., Abdel-Wahab, O. I., Oh, P., Haeno, H., Buonamici, S., de Walle, I. V., Cathelin, S., Trimarchi, T., Araldi, E., et al. (2011) · Nature · doi:10.1038/nature09999 · Cited by 400
Epstein–Barr virus and virus human protein interaction maps
Calderwood, M. A., Venkatesan, K., Xing, L., Chase, M. R., Vazquez, A., Holthaus, A. M., Ewence, A. E., Li, N., Hirozane-Kishikawa, T., Hill, D. E., et al. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0702332104 · Cited by 388
Self-citationCooperation of the tumour suppressors IRF-1 and p53 in response to DNA damage
Tanaka, N., Ishihara, M., Lamphier, M. S., Nozawa, H., Matsuyama, T., Mak, T. W., Aizawa, S., Tokino, T., Oren, M., & Taniguchi, T. (1996) · Nature · doi:10.1038/382816a0 · Cited by 324
hORFeome v3.1: A resource of human open reading frames representing over 10,000 human genes
Lamesch, P., Li, N., Milstein, S., Fan, C., Hao, T., Szabo, G., Hu, Z., Venkatesan, K., Bethel, G., Martin, P., et al. (2007) · Genomics · doi:10.1016/j.ygeno.2006.11.012 · Cited by 276
Self-citationNext-generation sequencing to generate interactome datasets
Yu, H., Tardivo, L., Tam, S., Weiner, E., Gebreab, F., Fan, C., Svrzikapa, N., Hirozane-Kishikawa, T., Rietman, E. A., Yang, X., et al. (2011) · Nature Methods · doi:10.1038/nmeth.1597 · Cited by 254
Self-citationFujita, K.-I., Maeda, D., Xiao, Q., & Srinivasula, S. M. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1014156108 · Cited by 232
Impaired Notch Signaling Promotes De novo Squamous Cell Carcinoma Formation
Proweller, A., Tu, L., Lepore, J. J., Cheng, L., Lu, M. M., Seykora, J. T., Millar, S. E., Pear, W. S., & Parmacek, M. S. (2006) · Cancer Research · doi:10.1158/0008-5472.can-06-0793 · Cited by 213
High-Quality Binary Interactome Mapping
Dreze, M., Monachello, D., Lurin, C., Cusick, M. E., HILL, D. E., Vidal, M., & Falter‐Braun, P. (2010) · Methods in enzymology on CD-ROM/Methods in enzymology · doi:10.1016/s0076-6879(10)70012-4 · Cited by 156
Self-citationHarnessing transposons for cancer gene discovery
Copeland, N. G., & Jenkins, N. A. (2010) · Nature reviews. Cancer · doi:10.1038/nrc2916 · Cited by 155
Genome–virome interactions: examining the role of common viral infections in complex disease
Foxman, E. F., & Iwasaki, A. (2011) · Nature Reviews Microbiology · doi:10.1038/nrmicro2541 · Cited by 138
Brimer, N., Lyons, C., Wallberg, A. E., & Vande Pol, S. B. (2012) · Oncogene · doi:10.1038/onc.2011.589 · Cited by 133
Harnessing transposons for cancer gene discovery
Neal, Copeland, Nancy, N., & Jenkins (2007) · 南京医科大学学报:英文版 · Cited by 128
Marcuzzi, G. P., Hufbauer, M., Kasper, H. U., Weißenborn, S. J., Smola, S., & Pfister, H. (2009) · Journal of General Virology · doi:10.1099/vir.0.012872-0 · Cited by 110
Viral Perturbations of Host Networks Reflect Disease Etiology
Gulbahce, N., Yan, H., Dricot, A., Padi, M., Byrdsong, D., Franchi, R., Lee, D., Rozenblatt–Rosen, O., Mar, J. C., Calderwood, M. A., et al. (2012) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1002531 · Cited by 110
Self-citationSmall DNA tumor viruses: Large contributors to biomedical sciences
Howley, P. M., & Livingston, D. M. (2009) · Virology · doi:10.1016/j.virol.2008.12.006 · Cited by 82
Association of E6AP (UBE3A) with human papillomavirus type 11 E6 protein
Brimer, N., Lyons, C. E., & Pol, S. V. (2006) · Virology · doi:10.1016/j.virol.2006.08.038 · Cited by 71
Recommendations of the 2006 Human Variome Project meeting
participants of the 2006 Human Variome Project meeting, & Cotton, R. G. H. (2007) · Nature Genetics · doi:10.1038/ng2024 · Cited by 61
Online Nanoflow RP−RP-MS Reveals Dynamics of Multicomponent Ku Complex in Response to DNA Damage
Zhou, F., Cardoza, J. D., Ficarro, S. B., Adelmant, G., Lazaro, J., & Marto, J. A. (2010) · Journal of Proteome Research · doi:10.1021/pr1004696 · Cited by 47
Self-citationMilliner, D. S. (2005) · Urological Research · doi:10.1007/s00240-005-0482-6 · Cited by 30
What is the Human Variome Project?
(2007) · Nature Genetics · doi:10.1038/ng0407-423 · Cited by 21
Calderwood, M. A., Lee, S. W., Holthaus, A. M., Blacklow, S. C., Kieff, E. D., & Johannsen, E. (2011) · Virology · doi:10.1016/j.virol.2011.02.018 · Cited by 18
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Metadata
- Authors
- Rozenblatt-Rosen, O., Deo, R. C., Padi, M., Adelmant, G., Calderwood, M. A., Rolland, T., Grace, M., Dricot, A., Askenazi, M., Tavares, M., Pevzner, S. J., Abderazzaq, F., Byrdsong, D., Carvunis, A.-R., Chen, A. A., Cheng, J., Correll, M., Duarte, M., Fan, C., Feltkamp, M. C., Ficarro, S. B., Franchi, R., Garg, B. K., Gulbahce, N., Hao, T., Holthaus, A. M., James, R., Korkhin, A., Litovchick, L., Mar, J. C., Pak, T. R., Rabello, S., Rubio, R., Shen, Y., Singh, S., Spangle, J. M., Tasan, M., Wanamaker, S., Webber, J. T., Roecklein-Canfield, J., Johannsen, E., Barabási, A.-L., Beroukhim, R., Kieff, E., Cusick, M. E., Hill, D. E., Münger, K., Marto, J. A., Quackenbush, J., Roth, F. P., DeCaprio, J. A., & Vidal, M.
- Affiliations
- Harvard University (US)
- Brigham and Women's Hospital (US)
- Boston University (US)
- Dana-Farber Cancer Institute (US)
- Leiden University Medical Center (NL)
- Simmons University (US)
- Northeastern University (US)
- Mount Sinai Hospital (CA)
- Broad Institute (US)
- Corresponding author
- Marto, Jarrod A.
- Quackenbush, John
- Roth, Frederick P.
- DeCaprio, James A.
- Vidal, Marc
- ORCID
- Deo, Rahul C.
- Padi, Megha
- Adelmant, Guillaume
- Calderwood, Michael A.
- Rolland, Thomas
- Askenazi, Manor
- Carvunis, Anne-Ruxandra
- Chen, Alyce A.
- Cheng, Jingwei
- Feltkamp, Mariet C.
- Ficarro, Scott B.
- Gulbahce, Natali
- Hao, Tong
- Litovchick, Larisa
- Mar, Jessica C.
- Pak, Theodore R.
- Spangle, Jennifer M.
- Wanamaker, Shelly
- Webber, James T.
- Johannsen, Eric
- Beroukhim, Rameen
- Hill, David E.
- Münger, Karl
- Marto, Jarrod A.
- Quackenbush, John
- Roth, Frederick P.
- DeCaprio, James A.
- Vidal, Marc
- Venue
- Nature
- Published
- 2012-07
- Volume
- 487
- Issue
- 7408
- Pages
- 491-495
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- PMC
- PMC3408847
- OpenAlex
- W2085540051
- Cited by
- 378
- References
- 32
- Citations by year
- 2026: 8 · 2025: 9 · 2024: 18 · 2023: 14 · 2022: 18 · 2021: 24 · 2020: 32 · 2019: 24 · 2018: 31 · 2017: 31 · 2016: 31 · 2015: 36 · 2014: 43 · 2013: 42 · 2012: 16
- FWCI
- 17.60
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Digital Access to Scholarship at Harvard (DASH) (Harvard University) (submittedVersion, cc-by)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Leiden Repository (Leiden University) (submittedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- National Heart, Lung, and Blood Institute (K08HL098361, T32HL007208)
- National Human Genome Research Institute (R01HG001715, K25HG006031, P50HG004233)
- National Cancer Institute (R01CA081135, R01CA093804, P01CA050661, R01CA047006, R01CA085180, K08CA122833, R01CA131354, R01CA066980, R01CA063113, U01CA141583)
- National Institute of General Medical Sciences (F32GM095284)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Bioinformatics and Genomic Networks
- Health Sciences › Medicine › Oncology › Viral-associated cancers and disorders
- Health Sciences › Medicine › Epidemiology › Cervical Cancer and HPV Research
- Keywords
- cancer driver genes, DNA tumor viruses, human papillomavirus, Epstein-Barr virus, adenovirus, polyomavirus, Notch signaling, apoptosis, passenger mutations, genotype-phenotype correlation, host-virus interaction
- MeSH terms
- Adenoviridae, Herpesvirus 4, Human, Humans, Neoplasms, Oncogenic Viruses, Polyomavirus, Viral Proteins, Signal Transduction, Genome, Human, Gene Expression Regulation, Neoplastic, Open Reading Frames, Two-Hybrid System Techniques, Gene Expression Profiling, Papillomaviridae, Receptors, Notch, Genes, Neoplasm, Host-Pathogen Interactions
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