A reference map of the human binary protein interactome.


Journal

Nature
ISSN: 1476-4687
Titre abrégé: Nature
Pays: England
ID NLM: 0410462

Informations de publication

Date de publication:
04 2020
Historique:
received: 19 04 2019
accepted: 14 02 2020
entrez: 17 4 2020
pubmed: 17 4 2020
medline: 10 5 2020
Statut: ppublish

Résumé

Global insights into cellular organization and genome function require comprehensive understanding of the interactome networks that mediate genotype-phenotype relationships

Identifiants

pubmed: 32296183
doi: 10.1038/s41586-020-2188-x
pii: 10.1038/s41586-020-2188-x
pmc: PMC7169983
mid: NIHMS1562320
doi:

Substances chimiques

Proteome 0

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

402-408

Subventions

Organisme : NHGRI NIH HHS
ID : U01 HG007690
Pays : United States
Organisme : NHGRI NIH HHS
ID : P50 HG004233
Pays : United States
Organisme : NIGMS NIH HHS
ID : R01 GM109199
Pays : United States
Organisme : NHGRI NIH HHS
ID : U41 HG001715
Pays : United States
Organisme : NHLBI NIH HHS
ID : U01 HL098166
Pays : United States
Organisme : NCI NIH HHS
ID : T32 CA009361
Pays : United States

Références

Vidal, M., Cusick, M. E. & Barabási, A.-L. Interactome networks and human disease. Cell 144, 986–998 (2011).
pubmed: 21414488 pmcid: 3102045
Rolland, T. et al. A proteome-scale map of the human interactome network. Cell 159, 1212–1226 (2014).
pubmed: 25416956 pmcid: 4266588
Amberger, J. S., Bocchini, C. A., Schiettecatte, F., Scott, A. F. & Hamosh, A. OMIM.org: Online Mendelian Inheritance in Man (OMIM
pubmed: 25428349
Melé, M. et al. The human transcriptome across tissues and individuals. Science 348, 660–665 (2015).
pubmed: 25954002 pmcid: 4547472
Thul, P. J. et al. A subcellular map of the human proteome. Science 356, eaal3321 (2017).
pubmed: 28495876
Lek, M. et al. Analysis of protein-coding genetic variation in 60,706 humans. Nature 536, 285–291 (2016).
pubmed: 5018207 pmcid: 5018207
The FANTOM Consortium and the RIKEN PMI and CLST (DGT). A promoter-level mammalian expression atlas. Nature 507, 462–470 (2014).
Regev, A. et al. The human cell atlas. eLife 6, e27041 (2017).
pubmed: 29206104 pmcid: 5762154
Lander, E. S. et al. Initial sequencing and analysis of the human genome. Nature 409, 860–921 (2001).
pubmed: 11237011
Venter, J. C. et al. The sequence of the human genome. Science 291, 1304–1351 (2001).
pubmed: 11181995
Wan, C. et al. Panorama of ancient metazoan macromolecular complexes. Nature 525, 339–344 (2015).
pubmed: 26344197 pmcid: 5036527
Hein, M. Y. et al. A human interactome in three quantitative dimensions organized by stoichiometries and abundances. Cell 163, 712–723 (2015).
pubmed: 26496610
Huttlin, E. L. et al. Architecture of the human interactome defines protein communities and disease networks. Nature 545, 505–509 (2017).
pubmed: 28514442 pmcid: 5531611
Rual, J.-F. et al. Towards a proteome-scale map of the human protein-protein interaction network. Nature 437, 1173–1178 (2005).
pubmed: 16189514
Braun, P. et al. An experimentally derived confidence score for binary protein-protein interactions. Nat. Methods 6, 91–97 (2009).
pubmed: 19060903
Venkatesan, K. et al. An empirical framework for binary interactome mapping. Nat. Methods 6, 83–90 (2009).
pubmed: 19060904
Chen, Y.-C., Rajagopala, S. V., Stellberger, T. & Uetz, P. Exhaustive benchmarking of the yeast two-hybrid system. Nat. Methods 7, 667–668 (2010).
pubmed: 20805792
Choi, S. G. et al. Maximizing binary interactome mapping with a minimal number of assays. Nat. Commun. 10, 3907 (2019).
pubmed: 31467278 pmcid: 6715725
Eyckerman, S. et al. Design and application of a cytokine-receptor-based interaction trap. Nat. Cell Biol. 3, 1114–1119 (2001).
pubmed: 11781573
Cassonnet, P. et al. Benchmarking a luciferase complementation assay for detecting protein complexes. Nat. Methods 8, 990–992 (2011).
pubmed: 22127214
Mosca, R., Céol, A. & Aloy, P. Interactome3D: adding structural details to protein networks. Nat. Methods 10, 47–53 (2013).
pubmed: 23399932
Tompa, P., Davey, N. E., Gibson, T. J. & Babu, M. M. A million peptide motifs for the molecular biologist. Mol. Cell 55, 161–169 (2014).
pubmed: 25038412
Sambourg, L. & Thierry-Mieg, N. New insights into protein-protein interaction data lead to increased estimates of the S. cerevisiae interactome size. BMC Bioinformatics 11, 605 (2010).
pubmed: 21176124 pmcid: 3023808
Leid, M. et al. Purification, cloning, and RXR identity of the HeLa cell factor with which RAR or TR heterodimerizes to bind target sequences efficiently. Cell 68, 377–395 (1992).
pubmed: 1310259
Willy, P. J. et al. LXR, a nuclear receptor that defines a distinct retinoid response pathway. Genes Dev. 9, 1033–1045 (1995).
pubmed: 7744246
Kovács, I. A. et al. Network-based prediction of protein interactions. Nat. Commun. 10, 1240 (2019).
pubmed: 30886144 pmcid: 6423278
Baryshnikova, A. Systematic functional annotation and visualization of biological networks. Cell Syst. 2, 412–421 (2016).
pubmed: 27237738
Graham, D. B. et al. TMEM258 is a component of the oligosaccharyltransferase complex controlling ER stress and intestinal inflammation. Cell Rep. 17, 2955–2965 (2016).
pubmed: 27974209 pmcid: 5661940
Yamamoto, Y., Yoshida, A., Miyazaki, N., Iwasaki, K. & Sakisaka, T. Arl6IP1 has the ability to shape the mammalian ER membrane in a reticulon-like fashion. Biochem. J. 458, 69–79 (2014).
pubmed: 24262037
Abdel-Salam, G. M. H. et al. A homozygous IER3IP1 mutation causes microcephaly with simplified gyral pattern, epilepsy, and permanent neonatal diabetes syndrome (MEDS). Am. J. Med. Genet. A. 158A, 2788–2796 (2012).
pubmed: 22991235 pmcid: 3477270
Jeong, H., Mason, S. P., Barabási, A.-L. & Oltvai, Z. N. Lethality and centrality in protein networks. Nature 411, 41–42 (2001).
pubmed: 11333967
Capra, J. A., Williams, A. G. & Pollard, K. S. ProteinHistorian: tools for the comparative analysis of eukaryote protein origin. PLOS Comput. Biol. 8, e1002567 (2012).
pubmed: 22761559 pmcid: 3386163
Pan, J. et al. Interrogation of mammalian protein complex structure, function, and membership using genome-scale fitness screens. Cell Syst. 6, 555–568 (2018).
pubmed: 29778836 pmcid: 6152908
Yu, H. et al. High-quality binary protein interaction map of the yeast interactome network. Science 322, 104–110 (2008).
pubmed: 18719252 pmcid: 2746753
Kim, D. K. et al. EVpedia: a community web portal for extracellular vesicles research. Bioinformatics 31, 933–939 (2015).
pubmed: 25388151
Hessvik, N. P. & Llorente, A. Current knowledge on exosome biogenesis and release. Cell. Mol. Life Sci. 75, 193–208 (2018).
pubmed: 28733901
Imjeti, N. S. et al. Syntenin mediates SRC function in exosomal cell-to-cell communication. Proc. Natl Acad. Sci. USA 114, 12495–12500 (2017).
pubmed: 29109268
Calderone, A., Castagnoli, L. & Cesareni, G. mentha: a resource for browsing integrated protein-interaction networks. Nat. Methods 10, 690–691 (2013).
pubmed: 23900247
Kiran, M. & Nagarajaram, H. A. Global versus local hubs in human protein-protein interaction network. J. Proteome Res. 12, 5436–5446 (2013).
pubmed: 24050456
Yang, L. et al. Comparative analysis of housekeeping and tissue-selective genes in human based on network topologies and biological properties. Mol. Genet. Genomics 291, 1227–1241 (2016).
pubmed: 26897376
Paulson, J. N. et al. Tissue-aware RNA-Seq processing and normalization for heterogeneous and sparse data. BMC Bioinformatics 18, 437 (2017).
pubmed: 28974199 pmcid: 5627434
Bossi, A. & Lehner, B. Tissue specificity and the human protein interaction network. Mol. Syst. Biol. 5, 260 (2009).
pubmed: 19357639 pmcid: 2683721
Barshir, R., Shwartz, O., Smoly, I. Y. & Yeger-Lotem, E. Comparative analysis of human tissue interactomes reveals factors leading to tissue-specific manifestation of hereditary diseases. PLOS Comput. Biol. 10, e1003632 (2014).
pubmed: 24921629 pmcid: 4055280
Sahni, N. et al. Widespread macromolecular interaction perturbations in human genetic disorders. Cell 161, 647–660 (2015).
pubmed: 25910212 pmcid: 4441215
Reynolds, J. J., Walker, A. K., Gilmore, E. C., Walsh, C. A. & Caldecott, K. W. Impact of PNKP mutations associated with microcephaly, seizures and developmental delay on enzyme activity and DNA strand break repair. Nucleic Acids Res. 40, 6608–6619 (2012).
pubmed: 22508754 pmcid: 3413127
Landrum, M. J. et al. ClinVar: improving access to variant interpretations and supporting evidence. Nucleic Acids Res. 46 (D1), D1062–D1067 (2018).
pubmed: 29165669
Bhatnagar, S. et al. TRIM37 is a new histone H2A ubiquitin ligase and breast cancer oncoprotein. Nature 516, 116–120 (2014).
pubmed: 25470042 pmcid: 4269325
Olivé, M. et al. New cardiac and skeletal protein aggregate myopathy associated with combined MuRF1 and MuRF3 mutations. Hum. Mol. Genet. 24, 3638–3650 (2015).
pubmed: 25801283
Novarino, G. et al. Exome sequencing links corticospinal motor neuron disease to common neurodegenerative disorders. Science 343, 506–511 (2014).
pubmed: 24482476 pmcid: 4157572
Yang, X. et al. Widespread expansion of protein interaction capabilities by alternative splicing. Cell 164, 805–817 (2016).
pubmed: 26871637 pmcid: 4882190

Auteurs

Katja Luck (K)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Dae-Kyum Kim (DK)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada.

Luke Lambourne (L)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Kerstin Spirohn (K)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Bridget E Begg (BE)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Wenting Bian (W)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Ruth Brignall (R)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Tiziana Cafarelli (T)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Francisco J Campos-Laborie (FJ)

Cancer Research Center (CiC-IBMCC, CSIC/USAL), Consejo Superior de Investigaciones Científicas (CSIC) and University of Salamanca (USAL), Salamanca, Spain.
Institute for Biomedical Research of Salamanca (IBSAL), Salamanca, Spain.

Benoit Charloteaux (B)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Dongsic Choi (D)

The Research Institute of the McGill University Health Centre (RI-MUHC), Montreal, Quebec, Canada.

Atina G Coté (AG)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada.

Meaghan Daley (M)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Steven Deimling (S)

Department of Cell and Systems Biology, University of Toronto, Toronto, Ontario, Canada.

Alice Desbuleux (A)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.
Molecular Biology of Diseases, Groupe Interdisciplinaire de Génomique Appliquée (GIGA) and Laboratory of Viral Interactomes, University of Liège, Liège, Belgium.

Amélie Dricot (A)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Marinella Gebbia (M)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada.

Madeleine F Hardy (MF)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Nishka Kishore (N)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada.

Jennifer J Knapp (JJ)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada.

István A Kovács (IA)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Network Science Institute, Northeastern University, Boston, MA, USA.
Wigner Research Centre for Physics, Institute for Solid State Physics and Optics, Budapest, Hungary.

Irma Lemmens (I)

Center for Medical Biotechnology, Vlaams Instituut voor Biotechnologie (VIB), Ghent, Belgium.
Cytokine Receptor Laboratory (CRL), Department of Biomolecular Medicine, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium.

Miles W Mee (MW)

The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Department of Computer Science, University of Toronto, Toronto, Ontario, Canada.

Joseph C Mellor (JC)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada.
seqWell, Beverly, MA, USA.

Carl Pollis (C)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Carles Pons (C)

Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute for Science and Technology, Barcelona, Catalonia, Spain.

Aaron D Richardson (AD)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Sadie Schlabach (S)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Bridget Teeking (B)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Anupama Yadav (A)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Mariana Babor (M)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada.

Dawit Balcha (D)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Omer Basha (O)

Department of Clinical Biochemistry and Pharmacology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
National Institute for Biotechnology in the Negev (NIBN), Ben-Gurion University of the Negev, Beer-Sheva, Israel.

Christian Bowman-Colin (C)

Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Suet-Feung Chin (SF)

Cancer Research UK (CRUK) Cambridge Institute, University of Cambridge, Cambridge, UK.

Soon Gang Choi (SG)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Claudia Colabella (C)

Department of Pharmaceutical Sciences, University of Perugia, Perugia, Italy.
Istituto Zooprofilattico Sperimentale dell'Umbria e delle Marche "Togo Rosati" (IZSUM), Perugia, Italy.

Georges Coppin (G)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.
Molecular Biology of Diseases, Groupe Interdisciplinaire de Génomique Appliquée (GIGA) and Laboratory of Viral Interactomes, University of Liège, Liège, Belgium.

Cassandra D'Amata (C)

Department of Cell and Systems Biology, University of Toronto, Toronto, Ontario, Canada.

David De Ridder (D)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Steffi De Rouck (S)

Center for Medical Biotechnology, Vlaams Instituut voor Biotechnologie (VIB), Ghent, Belgium.
Cytokine Receptor Laboratory (CRL), Department of Biomolecular Medicine, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium.

Miquel Duran-Frigola (M)

Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute for Science and Technology, Barcelona, Catalonia, Spain.

Hanane Ennajdaoui (H)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada.

Florian Goebels (F)

The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Department of Computer Science, University of Toronto, Toronto, Ontario, Canada.

Liana Goehring (L)

Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Anjali Gopal (A)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada.

Ghazal Haddad (G)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada.

Elodie Hatchi (E)

Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Mohamed Helmy (M)

The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Department of Computer Science, University of Toronto, Toronto, Ontario, Canada.

Yves Jacob (Y)

Département de Virologie, Unité de Génétique Moléculaire des Virus à ARN (GMVR), Institut Pasteur, UMR3569, Centre National de la Recherche Scientifique (CNRS), Paris, France.
Université Paris Diderot, Paris, France.

Yoseph Kassa (Y)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Serena Landini (S)

Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Roujia Li (R)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada.

Natascha van Lieshout (N)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada.

Andrew MacWilliams (A)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Dylan Markey (D)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Joseph N Paulson (JN)

Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Biostatistics, Harvard School of Public Health, Boston, MA, USA.
Department of Biostatistics, Product Development, Genentech Inc., South San Francisco, CA, USA.

Sudharshan Rangarajan (S)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

John Rasla (J)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Ashyad Rayhan (A)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada.

Thomas Rolland (T)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Adriana San-Miguel (A)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Yun Shen (Y)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Dayag Sheykhkarimli (D)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada.

Gloria M Sheynkman (GM)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Eyal Simonovsky (E)

Department of Clinical Biochemistry and Pharmacology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
National Institute for Biotechnology in the Negev (NIBN), Ben-Gurion University of the Negev, Beer-Sheva, Israel.

Murat Taşan (M)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada.
Department of Computer Science, University of Toronto, Toronto, Ontario, Canada.

Alexander Tejeda (A)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Vincent Tropepe (V)

Department of Cell and Systems Biology, University of Toronto, Toronto, Ontario, Canada.

Jean-Claude Twizere (JC)

Molecular Biology of Diseases, Groupe Interdisciplinaire de Génomique Appliquée (GIGA) and Laboratory of Viral Interactomes, University of Liège, Liège, Belgium.

Yang Wang (Y)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Robert J Weatheritt (RJ)

The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.

Jochen Weile (J)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada.
Department of Computer Science, University of Toronto, Toronto, Ontario, Canada.

Yu Xia (Y)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Bioengineering, McGill University, Montreal, Quebec, Canada.

Xinping Yang (X)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Esti Yeger-Lotem (E)

Department of Clinical Biochemistry and Pharmacology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
National Institute for Biotechnology in the Negev (NIBN), Ben-Gurion University of the Negev, Beer-Sheva, Israel.

Quan Zhong (Q)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Biological Sciences, Wright State University, Dayton, OH, USA.

Patrick Aloy (P)

Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute for Science and Technology, Barcelona, Catalonia, Spain.
Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain.

Gary D Bader (GD)

The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.
Department of Computer Science, University of Toronto, Toronto, Ontario, Canada.

Javier De Las Rivas (J)

Cancer Research Center (CiC-IBMCC, CSIC/USAL), Consejo Superior de Investigaciones Científicas (CSIC) and University of Salamanca (USAL), Salamanca, Spain.
Institute for Biomedical Research of Salamanca (IBSAL), Salamanca, Spain.

Suzanne Gaudet (S)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Tong Hao (T)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA.

Janusz Rak (J)

The Research Institute of the McGill University Health Centre (RI-MUHC), Montreal, Quebec, Canada.

Jan Tavernier (J)

Center for Medical Biotechnology, Vlaams Instituut voor Biotechnologie (VIB), Ghent, Belgium.
Cytokine Receptor Laboratory (CRL), Department of Biomolecular Medicine, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium.

David E Hill (DE)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA. david_hill@dfci.harvard.edu.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA. david_hill@dfci.harvard.edu.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA. david_hill@dfci.harvard.edu.

Marc Vidal (M)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA. marc_vidal@dfci.harvard.edu.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA. marc_vidal@dfci.harvard.edu.

Frederick P Roth (FP)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA. fritz.roth@utoronto.ca.
The Donnelly Centre, University of Toronto, Toronto, Ontario, Canada. fritz.roth@utoronto.ca.
Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada. fritz.roth@utoronto.ca.
Lunenfeld-Tanenbaum Research Institute (LTRI), Sinai Health System, Toronto, Ontario, Canada. fritz.roth@utoronto.ca.
Department of Computer Science, University of Toronto, Toronto, Ontario, Canada. fritz.roth@utoronto.ca.
Canadian Institute for Advanced Research (CIFAR), Toronto, Ontario, Canada. fritz.roth@utoronto.ca.

Michael A Calderwood (MA)

Center for Cancer Systems Biology (CCSB), Dana-Farber Cancer Institute, Boston, MA, USA. michael_calderwood@dfci.harvard.edu.
Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA, USA. michael_calderwood@dfci.harvard.edu.
Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA. michael_calderwood@dfci.harvard.edu.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH