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Abstract
Many primary tumours have low levels of molecular oxygen (hypoxia), and hypoxic tumours respond poorly to therapy. Pan-cancer molecular hallmarks of tumour hypoxia remain poorly understood, with limited comprehension of its associations with specific mutational processes, non-coding driver genes and evolutionary features. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, which aggregated whole genome sequencing data from 2658 cancers across 38 tumour types, we quantify hypoxia in 1188 tumours spanning 27 cancer types. Elevated hypoxia associates with increased mutational load across cancer types, irrespective of underlying mutational class. The proportion of mutations attributed to several mutational signatures of unknown aetiology directly associates with the level of hypoxia, suggesting underlying mutational processes for these signatures. At the gene level, driver mutations in TP53, MYC and PTEN are enriched in hypoxic tumours, and mutations in PTEN interact with hypoxia to direct tumour evolutionary trajectories. Overall, hypoxia plays a critical role in shaping the genomic and evolutionary landscapes of cancer.
Many tumours exhibit hypoxia (low oxygen) and hypoxic tumours often respond poorly to therapy. Here, the authors quantify hypoxia in 1188 tumours from 27 cancer types, showing elevated hypoxia links to increased mutational load, directing evolutionary trajectories.
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1 University of Toronto, Department of Medical Biophysics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); Ontario Institute for Cancer Research, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X)
2 University of Toronto, Department of Medical Biophysics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); Ontario Institute for Cancer Research, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of California, Department of Human Genetics, Los Angeles, USA (GRID:grid.19006.3e) (ISNI:0000 0000 9632 6718)
3 University of Manchester, Division of Cancer Sciences, Faculty of Biology, Health and Medicine, Manchester, UK (GRID:grid.5379.8) (ISNI:0000000121662407); The Christie NHS Foundation Trust, Manchester, UK (GRID:grid.412917.8) (ISNI:0000 0004 0430 9259); CRUK Manchester Institute and Centre, Manchester, UK (GRID:grid.412917.8)
4 University of Toronto, Department of Medical Biophysics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); University of California, Department of Human Genetics, Los Angeles, USA (GRID:grid.19006.3e) (ISNI:0000 0000 9632 6718); University of Toronto, Department of Pharmacology and Toxicology, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); Vector Institute for Artificial Intelligence, Toronto, Canada (GRID:grid.494618.6); University of California, Department of Urology, Los Angeles, USA (GRID:grid.19006.3e) (ISNI:0000 0000 9632 6718); University of California Los Angeles, Jonsson Comprehensive Cancer Centre, Los Angeles, USA (GRID:grid.19006.3e) (ISNI:0000 0000 9632 6718); University of California Los Angeles, Institute for Precision Health, Los Angeles, USA (GRID:grid.19006.3e) (ISNI:0000 0000 9632 6718)
5 Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland (GRID:grid.7737.4) (ISNI:0000 0004 0410 2071)
6 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382)
7 Memorial Sloan Kettering Cancer Center, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952)
8 University of Tokyo, Genome Science Division, Research Center for Advanced Science and Technology, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X)
9 University of Chicago, Department of Surgery, Chicago, USA (GRID:grid.170205.1) (ISNI:0000 0004 1936 7822)
10 Keimyung University Dongsan Medical Center, Department of Surgery, Division of Hepatobiliary and Pancreatic Surgery, School of Medicine, Daegu, South Korea (GRID:grid.414067.0) (ISNI:0000 0004 0647 8419)
11 Gachon University, Department of Oncology, Gil Medical Center, Incheon, South Korea (GRID:grid.256155.0) (ISNI:0000 0004 0647 2973)
12 Hiroshima University, Hiroshima, Japan (GRID:grid.257022.0) (ISNI:0000 0000 8711 3200)
13 The University of Texas MD Anderson Cancer Center, Department of Bioinformatics and Computational Biology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776)
14 University of Texas MD Anderson Cancer Center, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776)
15 King Faisal Specialist Hospital and Research Centre, Al Maather, Riyadh, Saudi Arabia (GRID:grid.415310.2) (ISNI:0000 0001 2191 4301)
16 Bioinformatics Unit, Spanish National Cancer Research Centre (CNIO), Madrid, Spain (GRID:grid.7719.8) (ISNI:0000 0000 8700 1153)
17 University Medical Center Hamburg, Bioinformatics Core Facility, Hamburg, Germany (GRID:grid.13648.38) (ISNI:0000 0001 2180 3484); Leibniz Institute for Experimental Virology, Heinrich Pette Institute, Hamburg, Germany (GRID:grid.418481.0) (ISNI:0000 0001 0665 103X)
18 Ontario Institute for Cancer Research, Ontario Tumour Bank, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X)
19 The University of Texas MD Anderson Cancer Center, Department of Pathology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); National Cancer Institute, Laboratory of Pathology, Center for Cancer Research, Bethesda, USA (GRID:grid.48336.3a) (ISNI:0000 0004 1936 8075)
20 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); University of California San Diego, Department of Cellular and Molecular Medicine and Department of Bioengineering, La Jolla, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242); UC San Diego Moores Cancer Center, San Diego, USA (GRID:grid.516081.b) (ISNI:0000 0000 9217 9714)
21 Canada’s Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, Canada (GRID:grid.434706.2) (ISNI:0000 0004 0410 5424)
22 University of Melbourne, Sir Peter MacCallum Department of Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X)
23 Universidade de Santiago de Compostela, Centre for Research in Molecular Medicine and Chronic Diseases (CiMUS), Santiago de Compostela, Spain (GRID:grid.11794.3a) (ISNI:0000000109410645); (CiMUS), Universidade de Santiago de Compostela, Department of Zoology, Genetics and Physical Anthropology, Santiago de Compostela, Spain (GRID:grid.11794.3a) (ISNI:0000000109410645); Universidade de Vigo, The Biomedical Research Centre (CINBIO), Vigo, Spain (GRID:grid.6312.6) (ISNI:0000 0001 2097 6738)
24 Royal National Orthopaedic Hospital - Bolsover, London, UK (GRID:grid.416177.2) (ISNI:0000 0004 0417 7890)
25 The University of Texas MD Anderson Cancer Center, Department of Genomic Medicine, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); Baylor College of Medicine, Quantitative and Computational Biosciences Graduate Program, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X); The Jackson Laboratory for Genomic Medicine, Farmington, USA (GRID:grid.249880.f) (ISNI:0000 0004 0374 0039)
26 Ontario Institute for Cancer Research, Genome Informatics Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X)
27 Christian-Albrechts-University, Institute of Human Genetics, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986); Ulm University and Ulm University Medical Center, Institute of Human Genetics, Ulm, Germany (GRID:grid.410712.1) (ISNI:0000 0004 0473 882X)
28 University of Queensland, St. Lucia, Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537)
29 Salford Royal NHS Foundation Trust, Salford, UK (GRID:grid.412346.6) (ISNI:0000 0001 0237 2025)
30 University and Hospital Trust of Verona, Department of Surgery, Pancreas Institute, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X)
31 Oregon Health and Science University, Molecular and Medical Genetics, OHSU Knight Cancer Institute, Portland, USA (GRID:grid.5288.7) (ISNI:0000 0000 9758 5690)
32 BC Cancer Research Centre, Department of Molecular Oncology, Vancouver, Canada (GRID:grid.248762.d) (ISNI:0000 0001 0702 3000)
33 The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); University College London, London, UK (GRID:grid.83440.3b) (ISNI:0000000121901201)
34 National Cancer Center Research Institute, National Cancer Center, Division of Cancer Genomics, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385)
35 DLR Project Management Agency, Bonn, Germany (GRID:grid.272242.3)
36 Tokyo Women’s Medical University, Tokyo, Japan (GRID:grid.410818.4) (ISNI:0000 0001 0720 6587)
37 Memorial Sloan Kettering Cancer Center, Center for Molecular Oncology, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952)
38 Los Alamos National Laboratory, Los Alamos, USA (GRID:grid.148313.c) (ISNI:0000 0004 0428 3079)
39 University Health Network, Toronto General Hospital, Department of Pathology, Toronto, Canada (GRID:grid.417184.f) (ISNI:0000 0001 0661 1177); Nottingham University Hospitals NHS Trust, Nottingham, UK (GRID:grid.240404.6) (ISNI:0000 0001 0440 1889)
40 German Cancer Research Center (DKFZ), Epigenomics and Cancer Risk Factors, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
41 Ontario Institute for Cancer Research, Computational Biology Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of Toronto, Department of Molecular Genetics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); Vector Institute, Toronto, Canada (GRID:grid.494618.6)
42 Ulm University and Ulm University Medical Center, Institute of Human Genetics, Ulm, Germany (GRID:grid.410712.1) (ISNI:0000 0004 0473 882X); Christian-Albrechts-University, Hematopathology Section, Institute of Pathology, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986)
43 University of North Carolina at Chapel Hill, Department of Pathology and Laboratory Medicine, School of Medicine, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208)
44 Oslo University Hospital, The Norwegian Radium Hospital, Department of Cancer Genetics, Institute for Cancer Research, Oslo, Norway (GRID:grid.55325.34) (ISNI:0000 0004 0389 8485)
45 Ontario Institute for Cancer Research, Computational Biology Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of Toronto, Department of Molecular Genetics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938)
46 University of Barcelona, Pathology, Hospital Clinic, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain (GRID:grid.5841.8) (ISNI:0000 0004 1937 0247)
47 University of Toronto, Department of Molecular Genetics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938)
48 Transmissible Cancer Group, University of Cambridge, Department of Veterinary Medicine, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934)
49 The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Washington University School of Medicine, Alvin J. Siteman Cancer Center, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002)
50 University of Glasgow, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X)
51 University of North Carolina at Chapel Hill, Lineberger Comprehensive Cancer Center, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208)
52 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Dana-Farber/Boston Children’s Cancer and Blood Disorders Center, Boston, USA (GRID:grid.511177.4); Harvard Medical School, Department of Pediatrics, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
53 University of Leeds, St. James’s University Hospital, Leeds Institute of Medical Research @ St. James’s, Leeds, UK (GRID:grid.443984.6) (ISNI:0000 0000 8813 7132)
54 University and Hospital Trust of Verona, Department of Pathology and Diagnostics, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X)
55 Princess Alexandra Hospital, Department of Surgery, Brisbane, Australia (GRID:grid.412744.0) (ISNI:0000 0004 0380 2017); University of Queensland, Surgical Oncology Group, Diamantina Institute, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537)
56 Ontario Institute for Cancer Research, Computational Biology Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X)
57 Case Western Reserve University School of Medicine, Department of Population and Quantitative Health Sciences, Cleveland, USA (GRID:grid.67105.35) (ISNI:0000 0001 2164 3847); University Hospitals Cleveland Medical Center, Research Health Analytics and Informatics, Cleveland, USA (GRID:grid.443867.a) (ISNI:0000 0000 9149 4843)
58 Gloucester Royal Hospital, Gloucester, UK (GRID:grid.413144.7) (ISNI:0000 0001 0489 6543)
59 European Bioinformatics Institute (EMBL-EBI), European Molecular Biology Laboratory, Cambridge, UK (GRID:grid.225360.0) (ISNI:0000 0000 9709 7726)
60 Ontario Institute for Cancer Research, Ontario Tumour Bank, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); Diagnostic Development, Ontario Institute for Cancer Research, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X)
61 Barcelona Supercomputing Center (BSC), Barcelona, Spain (GRID:grid.10097.3f) (ISNI:0000 0004 0387 1602)
62 University of Calgary, Arnie Charbonneau Cancer Institute, Calgary, Canada (GRID:grid.22072.35) (ISNI:0000 0004 1936 7697); University of Calgary, Departments of Surgery and Oncology, Calgary, Canada (GRID:grid.22072.35) (ISNI:0000 0004 1936 7697)
63 Oslo University Hospital, The Norwegian Radium Hospital, Department of Pathology, Oslo, Norway (GRID:grid.55325.34) (ISNI:0000 0004 0389 8485)
64 Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X)
65 Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University School of Medicine, Department of Oncology, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311); University Hospital Southampton NHS Foundation Trust, Southampton, UK (GRID:grid.430506.4) (ISNI:0000 0004 0465 4079)
66 Royal Stoke University Hospital, Stoke-on-Trent, UK (GRID:grid.439344.d) (ISNI:0000 0004 0641 6760)
67 Ontario Institute for Cancer Research, Genome Sequence Informatics, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); Human Longevity Inc, San Diego, USA (GRID:grid.459583.6) (ISNI:0000 0004 4652 6825)
68 La Trobe University, Olivia Newton-John Cancer Research Institute, Heidelberg, Australia (GRID:grid.1018.8) (ISNI:0000 0001 2342 0938)
69 Chinese Academy of Sciences, Computer Network Information Center, Beijing, China (GRID:grid.9227.e) (ISNI:0000000119573309)
70 Genome Canada, Ottawa, Canada (GRID:grid.440163.4) (ISNI:0000 0001 0352 8618)
71 Barcelona Institute of Science and Technology (BIST), CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); Universitat Pompeu Fabra (UPF), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676)
72 Buck Institute for Research on Aging, Novato, USA (GRID:grid.272799.0) (ISNI:0000 0000 8687 5377)
73 Duke University Medical Center, Durham, USA (GRID:grid.189509.c) (ISNI:0000000100241216)
74 Hannover Medical School, Department of Human Genetics, Hannover, Germany (GRID:grid.10423.34) (ISNI:0000 0000 9529 9877)
75 University of California San Diego, Department of Cellular and Molecular Medicine and Department of Bioengineering, La Jolla, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242); UC San Diego Moores Cancer Center, San Diego, USA (GRID:grid.516081.b) (ISNI:0000 0000 9217 9714)
76 Cedars-Sinai Medical Center, Center for Bioinformatics and Functional Genomics, Los Angeles, USA (GRID:grid.50956.3f) (ISNI:0000 0001 2152 9905); Cedars-Sinai Medical Center, Department of Biomedical Sciences, Los Angeles, USA (GRID:grid.50956.3f) (ISNI:0000 0001 2152 9905); The Hebrew University Faculty of Medicine, Jerusalem, Israel (GRID:grid.9619.7) (ISNI:0000 0004 1937 0538)
77 Queen Mary University of London, Barts Cancer Institute, Barts and the London School of Medicine and Dentistry, London, UK (GRID:grid.4868.2) (ISNI:0000 0001 2171 1133)
78 University of Leipzig, Department of Computer Science, Bioinformatics Group, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786); University of Leipzig, Interdisciplinary Center for Bioinformatics, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786); University of Leipzig, Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786)
79 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Dana-Farber Cancer Institute, Department of Medical Oncology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910); Dana-Farber Cancer Institute, Department of Cancer Biology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910); Harvard Medical School, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
80 University of Southern California, USC Norris Comprehensive Cancer Center, Los Angeles, USA (GRID:grid.42505.36) (ISNI:0000 0001 2156 6853)
81 University and Hospital Trust of Verona, Department of Diagnostics and Public Health, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X)
82 Aarhus University, Department of Mathematics, Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722); Aarhus University Hospital, Department of Molecular Medicine (MOMA), Aarhus N, Denmark (GRID:grid.154185.c) (ISNI:0000 0004 0512 597X)
83 Instituto Carlos Slim de la Salud, Mexico City, Mexico (GRID:grid.154185.c)
84 University of Glasgow, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X); University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432); University of New South Wales (UNSW Sydney), South Western Sydney Clinical School, Faculty of Medicine, Liverpool, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432); Glasgow Royal Infirmary, West of Scotland Pancreatic Unit, Glasgow, UK (GRID:grid.411714.6) (ISNI:0000 0000 9825 7840)
85 Berlin Institute of Health and Charitè - Universitätsmedizin Berlin, Center for Digital Health, Berlin, Germany (GRID:grid.484013.a) (ISNI:0000 0004 6879 971X); German Cancer Research Center (DKFZ), Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
86 Duke University Medical Center, The Preston Robert Tisch Brain Tumor Center, Durham, USA (GRID:grid.189509.c) (ISNI:0000000100241216)
87 University of Leipzig, Department of Computer Science, Bioinformatics Group, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786); University of Leipzig, Interdisciplinary Center for Bioinformatics, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786)
88 Massachusetts General Hospital, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924)
89 National Institute of Biomedical Genomics, Kalyani, India (GRID:grid.410872.8) (ISNI:0000 0004 1774 5690)
90 Oslo University Hospital, The Norwegian Radium Hospital, Department of Pathology, Oslo, Norway (GRID:grid.55325.34) (ISNI:0000 0004 0389 8485); University of Oslo, Institute of Clinical Medicine and Institute of Oral Biology, Oslo, Norway (GRID:grid.5510.1) (ISNI:0000 0004 1936 8921)
91 University of North Carolina at Chapel Hill, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208)
92 University and Hospital Trust of Verona, ARC-Net Centre for Applied Research on Cancer, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X)
93 The Institute of Cancer Research, London, UK (GRID:grid.18886.3f)
94 Duke-NUS Medical School, Centre for Computational Biology, Singapore, Singapore (GRID:grid.428397.3) (ISNI:0000 0004 0385 0924); Duke-NUS Medical School, Programme in Cancer and Stem Cell Biology, Singapore, Singapore (GRID:grid.428397.3) (ISNI:0000 0004 0385 0924)
95 Lund University, Division of Oncology and Pathology, Department of Clinical Sciences Lund, Lund, Sweden (GRID:grid.4514.4) (ISNI:0000 0001 0930 2361)
96 Heinrich-Heine-University, Department of Pediatric Oncology, Hematology and Clinical Immunology, Düsseldorf, Germany (GRID:grid.411327.2) (ISNI:0000 0001 2176 9917)
97 RIKEN Center for Integrative Medical Sciences, Laboratory for Medical Science Mathematics, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267); RIKEN Center for Integrative Medical Sciences, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267)
98 Friedrich-Ebert-Hospital, Department of Internal Medicine/Hematology, Neumünster, Germany (GRID:grid.419890.d)
99 Yale University, Departments of Dermatology and Pathology, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710)
100 Barcelona Supercomputing Center (BSC), Barcelona, Spain (GRID:grid.10097.3f) (ISNI:0000 0004 0387 1602); Universitat Pompeu Fabra (UPF), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); The Barcelona Institute of Science and Technology, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299)
101 University of Oxford, Radcliffe Department of Medicine, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948)
102 McGill University, Canadian Center for Computational Genomics, Montreal, Canada (GRID:grid.14709.3b) (ISNI:0000 0004 1936 8649); McGill University, Department of Human Genetics, Montreal, Canada (GRID:grid.14709.3b) (ISNI:0000 0004 1936 8649)
103 Tampere University and Tays Cancer Center, Tampere University Hospital, Faculty of Medicine and Health Technology, Tampere, Finland (GRID:grid.412330.7) (ISNI:0000 0004 0628 2985)
104 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); Haematology, Leeds Teaching Hospitals NHS Trust, Leeds, UK (GRID:grid.415967.8) (ISNI:0000 0000 9965 1030)
105 Centre Léon Bérard, Translational Research and Innovation, Lyon, France (GRID:grid.418116.b) (ISNI:0000 0001 0200 3174)
106 Fox Chase Cancer Center, Philadelphia, USA (GRID:grid.249335.a) (ISNI:0000 0001 2218 7820)
107 World Health Organization, International Agency for Research on Cancer, Lyon, France (GRID:grid.17703.32) (ISNI:0000000405980095)
108 Earlham Institute, Norwich, UK (GRID:grid.421605.4) (ISNI:0000 0004 0447 4123); University of East Anglia, Norwich Medical School, Norwich, UK (GRID:grid.8273.e) (ISNI:0000 0001 1092 7967)
109 Radboud University, Department of Molecular Biology, Faculty of Science, Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands (GRID:grid.5590.9) (ISNI:0000000122931605)
110 The University of Texas MD Anderson Cancer Center, Department of Pathology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776)
111 Harvard Medical School, Department of Pathology, Brigham and Women’s Hospital, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
112 The Johns Hopkins University School of Medicine, Department of Surgery, Division of Thoracic Surgery, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311)
113 The Netherlands Cancer Institute, Oncode Institute, Division of Molecular Pathology, Amsterdam, The Netherlands (GRID:grid.430814.a) (ISNI:0000 0001 0674 1393)
114 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Dana-Farber Cancer Institute, Department of Medical Oncology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910); University of California Santa Cruz, Department of Biomolecular Engineering, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917); University of California Santa Cruz, UC Santa Cruz Genomics Institute, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917)
115 German Cancer Research Center (DKFZ), Division of Applied Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany (GRID:grid.461742.2) (ISNI:0000 0000 8855 0365)
116 Technical University of Denmark, Center for Biological Sequence Analysis, Department of Bio and Health Informatics, Lyngby, Denmark (GRID:grid.5170.3) (ISNI:0000 0001 2181 8870); University of Copenhagen, Novo Nordisk Foundation Center for Protein Research, Copenhagen, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X)
117 University of Queensland, St. Lucia, Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537); University of Queensland, St. Lucia, Institute for Molecular Bioscience, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537)
118 Oregon Health and Science University, Biomedical Engineering, Portland, USA (GRID:grid.5288.7) (ISNI:0000 0000 9758 5690)
119 German Cancer Research Center (DKFZ), Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Institute of Pharmacy and Molecular Biotechnology and BioQuant, Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373)
120 Federal Ministry of Education and Research, Berlin, Germany (GRID:grid.5586.e) (ISNI:0000 0004 0639 2885)
121 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Dana-Farber Cancer Institute, Department of Medical Oncology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910)
122 University of Sydney, Melanoma Institute Australia, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X)
123 University Hospital Muenster, Pediatric Hematology and Oncology, Muenster, Germany (GRID:grid.16149.3b) (ISNI:0000 0004 0551 4246)
124 Johns Hopkins University School of Medicine, Department of Pathology, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311); Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University School of Medicine, McKusick-Nathans Institute of Genetic Medicine, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311)
125 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Foundation Medicine, Inc, Cambridge, USA (GRID:grid.418158.1) (ISNI:0000 0004 0534 4718)
126 Stanford University School of Medicine, Department of Biomedical Data Science, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956); Stanford University School of Medicine, Department of Genetics, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956)
127 University of California, Bakar Computational Health Sciences Institute and Department of Pediatrics, San Francisco, USA (GRID:grid.266102.1) (ISNI:0000 0001 2297 6811)
128 Oslo University Hospital, The Norwegian Radium Hospital, Department of Cancer Genetics, Institute for Cancer Research, Oslo, Norway (GRID:grid.55325.34) (ISNI:0000 0004 0389 8485); University of Oslo, Institute of Clinical Medicine, Faculty of Medicine, Oslo, Norway (GRID:grid.5510.1) (ISNI:0000 0004 1936 8921)
129 National Institutes of Health, National Cancer Institute, Bethesda, USA (GRID:grid.94365.3d) (ISNI:0000 0001 2297 5165)
130 Royal Marsden NHS Foundation Trust, London and Sutton, UK (GRID:grid.5072.0) (ISNI:0000 0001 0304 893X)
131 European Bioinformatics Institute (EMBL-EBI), European Molecular Biology Laboratory, Cambridge, UK (GRID:grid.225360.0) (ISNI:0000 0000 9709 7726); European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X)
132 University of Cambridge, Department of Oncology, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); University of Cambridge, Li Ka Shing Centre, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934)
133 Institut Gustave Roussy, Villejuif, France (GRID:grid.14925.3b) (ISNI:0000 0001 2284 9388)
134 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386); University of Cambridge, Department of Haematology, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934)
135 University of Barcelona, Anatomia Patológica, Hospital Clinic, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain (GRID:grid.5841.8) (ISNI:0000 0004 1937 0247); Spanish Ministry of Science and Innovation, Madrid, Spain (GRID:grid.451322.3) (ISNI:0000 0004 1770 9462)
136 University of Michigan Comprehensive Cancer Center, Ann Arbor, USA (GRID:grid.412590.b) (ISNI:0000 0000 9081 2336)
137 University of Bern, Department for BioMedical Research, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157); University Hospital and University of Bern, Department of Medical Oncology, Inselspital, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157); University of Bern, Graduate School for Cellular and Biomedical Sciences, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157)
138 University and Hospital Trust of Verona, Department of Diagnostics and Public Health, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X); University and Hospital Trust of Verona, ARC-Net Centre for Applied Research on Cancer, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X)
139 University of Pavia, Pavia, Italy (GRID:grid.8982.b) (ISNI:0000 0004 1762 5736)
140 University of Alabama at Birmingham, Birmingham, USA (GRID:grid.265892.2) (ISNI:0000000106344187)
141 Toronto General Hospital, UHN Program in BioSpecimen Sciences, Toronto, Canada (GRID:grid.417184.f) (ISNI:0000 0001 0661 1177)
142 Icahn School of Medicine at Mount Sinai, Department of Urology, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351)
143 University of Tasmania, Sandy Bay Campus, Centre for Law and Genetics, Hobart, Australia (GRID:grid.1009.8) (ISNI:0000 0004 1936 826X)
144 German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Heidelberg University, Faculty of Biosciences, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373)
145 University of Ottawa, Department of Biochemistry, Microbiology and Immunology, Faculty of Medicine, Ottawa, Canada (GRID:grid.28046.38) (ISNI:0000 0001 2182 2255)
146 Division of Anatomic Pathology, Mayo Clinic, Rochester, USA (GRID:grid.66875.3a) (ISNI:0000 0004 0459 167X)
147 University of Glasgow, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X); University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432)
148 National Institutes of Health, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, USA (GRID:grid.94365.3d) (ISNI:0000 0001 2297 5165)
149 University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432); Wollongong Hospital, Illawarra Shoalhaven Local Health District L3 Illawarra Cancer Care Centre, Wollongong, Australia (GRID:grid.417154.2) (ISNI:0000 0000 9781 7439)
150 Ontario Institute for Cancer Research, Genome Informatics Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); BioForA, French National Institute for Agriculture, Food, and Environment (INRAE), ONF, Orléans, France (GRID:grid.419890.d)
151 Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University School of Medicine, Department of Oncology, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311); Johns Hopkins University, Department of Biostatistics, Bloomberg School of Public Health, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311)
152 Salford Royal NHS Foundation Trust, Salford, UK (GRID:grid.412346.6) (ISNI:0000 0001 0237 2025); Memorial Sloan Kettering Cancer Center, Center for Molecular Oncology, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952)
153 University of California San Diego, San Diego, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242)
154 Division of Experimental Pathology, Mayo Clinic, Rochester, USA (GRID:grid.66875.3a) (ISNI:0000 0004 0459 167X)
155 University of Sydney, Centre for Cancer Research, The Westmead Institute for Medical Research, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); Westmead Hospital, Department of Gynaecological Oncology, Sydney, Australia (GRID:grid.413252.3) (ISNI:0000 0001 0180 6477)
156 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623)
157 PDXen Biosystems Inc, Seoul, South Korea (GRID:grid.66859.34)
158 Korea Advanced Institute of Science and Technology, Daejeon, South Korea (GRID:grid.37172.30) (ISNI:0000 0001 2292 0500)
159 Electronics and Telecommunications Research Institute, Daejeon, South Korea (GRID:grid.36303.35) (ISNI:0000 0000 9148 4899)
160 Institut National du Cancer (INCA), Boulogne-Billancourt, France (GRID:grid.455095.8) (ISNI:0000 0001 2189 059X)
161 The University of Texas MD Anderson Cancer Center, Department of Bioinformatics and Computational Biology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); University of Alabama at Birmingham, Department of Genetics, Informatics Institute, Birmingham, USA (GRID:grid.265892.2) (ISNI:0000000106344187)
162 National Cancer Centre, Division of Medical Oncology, Singapore, Singapore (GRID:grid.410724.4) (ISNI:0000 0004 0620 9745)
163 University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432); University of Sydney, Centre for Cancer Research, The Westmead Institute for Medical Research, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X)
164 University and Hospital Trust of Verona, Medical Oncology, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X)
165 University Hospital Schleswig-Holstein, Department of Pediatrics, Kiel, Germany (GRID:grid.412468.d) (ISNI:0000 0004 0646 2097)
166 Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University Health Network, Hepatobiliary/Pancreatic Surgical Oncology Program, Toronto, Canada (GRID:grid.231844.8) (ISNI:0000 0004 0474 0428)
167 University of Auckland, School of Biological Sciences, Auckland, New Zealand (GRID:grid.9654.e) (ISNI:0000 0004 0372 3343)
168 University of Melbourne, Department of Surgery, Parkville, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X); Royal Children’s Hospital, The Murdoch Children’s Research Institute, Parkville, Australia (GRID:grid.416107.5) (ISNI:0000 0004 0614 0346); Walter and Eliza Hall Institute, Parkville, Australia (GRID:grid.1042.7) (ISNI:0000 0004 0432 4889)
169 Vancouver Prostate Centre, Vancouver, Canada (GRID:grid.412541.7) (ISNI:0000 0001 0684 7796)
170 University Health Network, Hepatobiliary/Pancreatic Surgical Oncology Program, Toronto, Canada (GRID:grid.231844.8) (ISNI:0000 0004 0474 0428); Mount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute, Toronto, Canada (GRID:grid.416166.2) (ISNI:0000 0004 0473 9881)
171 The Institute of Cancer Research, London, UK (GRID:grid.18886.3f); Earlham Institute, Norwich, UK (GRID:grid.421605.4) (ISNI:0000 0004 0447 4123); University of East Anglia, Norwich Medical School, Norwich, UK (GRID:grid.8273.e) (ISNI:0000 0001 1092 7967); University of East Anglia, Norwich, UK (GRID:grid.8273.e) (ISNI:0000 0001 1092 7967)
172 Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University School of Medicine, Department of Oncology, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311)
173 University and Hospital Trust of Verona, Department of Pathology and Diagnostics, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X); University and Hospital Trust of Verona, ARC-Net Centre for Applied Research on Cancer, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X)
174 The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Norfolk and Norwich University Hospital NHS Trust, Norwich, UK (GRID:grid.240367.4) (ISNI:0000 0004 0445 7876)
175 Victorian Institute of Forensic Medicine, Southbank, Australia (GRID:grid.433802.e) (ISNI:0000 0004 0465 4247)
176 Harvard Medical School, Department of Biomedical Informatics, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); University of Cambridge, Department of Chemistry, Centre for Molecular Science Informatics, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); Ludwig Center at Harvard Medical School, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
177 Baylor College of Medicine, Human Genome Sequencing Center, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X)
178 University of Melbourne, Peter MacCallum Cancer Centre, Melbourne, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X)
179 University of California Santa Cruz, UC Santa Cruz Genomics Institute, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917)
180 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Massachusetts General Hospital, Physics Division, Optimization and Systems Biology Lab, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924)
181 Baylor College of Medicine, Department of Medicine, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X)
182 University of Cologne, Cologne, Germany (GRID:grid.6190.e) (ISNI:0000 0000 8580 3777)
183 International Genomics Consortium, Phoenix, USA (GRID:grid.450294.e) (ISNI:0000 0004 0641 0756)
184 Ontario Institute for Cancer Research, Genomics Research Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X)
185 The University of Texas MD Anderson Cancer Center, Department of Pathology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); Barking Havering and Redbridge University Hospitals NHS Trust, Romford, UK (GRID:grid.439436.f) (ISNI:0000 0004 0459 7289)
186 University of Sydney, Children’s Hospital at Westmead, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X)
187 University and Hospital Trust of Verona, Department of Medicine, Section of Endocrinology, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X)
188 Memorial Sloan Kettering Cancer Center, Computational Biology Center, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952); ETH Zurich, Department of Biology, Zürich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780); ETH Zurich, Department of Computer Science, Zurich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780); SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland (GRID:grid.419765.8) (ISNI:0000 0001 2223 3006); Weill Cornell Medical College, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X)
189 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); University of Cambridge, Addenbrooke’s Hospital, Academic Department of Medical Genetics, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); MRC Cancer Unit, University of Cambridge, Cambridge, UK (GRID:grid.415041.5)
190 University of North Carolina at Chapel Hill, Departments of Pediatrics and Genetics, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208)
191 Seven Bridges Genomics, Charlestown, USA (GRID:grid.492568.4)
192 Stanford University School of Medicine, Department of Biomedical Data Science, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956); Stanford University School of Medicine, Department of Genetics, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956); Annai Systems, Inc, Carlsbad, USA (GRID:grid.168010.e)
193 University of Padua, Department of Pathology, General Hospital of Treviso, Department of Medicine, Treviso, Italy (GRID:grid.5608.b) (ISNI:0000 0004 1757 3470)
194 University of Lausanne, Department of Computational Biology, Lausanne, Switzerland (GRID:grid.9851.5) (ISNI:0000 0001 2165 4204); University of Geneva Medical School, Department of Genetic Medicine and Development, Geneva, Switzerland (GRID:grid.8591.5) (ISNI:0000 0001 2322 4988); University of Geneva, Swiss Institute of Bioinformatics, Geneva, Switzerland (GRID:grid.8591.5) (ISNI:0000 0001 2322 4988)
195 The Francis Crick Institute, London, UK (GRID:grid.451388.3) (ISNI:0000 0004 1795 1830); University of Leuven, Leuven, Belgium (GRID:grid.5596.f) (ISNI:0000 0001 0668 7884)
196 Universitat Pompeu Fabra (UPF), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); The Barcelona Institute of Science and Technology, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); University of Tübingen, Institute of Medical Genetics and Applied Genomics, Tübingen, Germany (GRID:grid.10392.39) (ISNI:0000 0001 2190 1447)
197 Genome Institute of Singapore, Computational and Systems Biology, Singapore, Singapore (GRID:grid.418377.e) (ISNI:0000 0004 0620 715X); National University of Singapore, School of Computing, Singapore, Singapore (GRID:grid.4280.e) (ISNI:0000 0001 2180 6431)
198 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); The Francis Crick Institute, London, UK (GRID:grid.451388.3) (ISNI:0000 0004 1795 1830); University of Oxford, Big Data Institute, Li Ka Shing Centre, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948)
199 Francis Crick Institute, Biomedical Data Science Laboratory, London, UK (GRID:grid.451388.3) (ISNI:0000 0004 1795 1830); University College London, Bioinformatics Group, Department of Computer Science, London, UK (GRID:grid.83440.3b) (ISNI:0000000121901201)
200 University of Toronto, The Edward S. Rogers Sr. Department of Electrical and Computer Engineering, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938)
201 Institut Jules Bordet, Breast Cancer Translational Research Laboratory JC Heuson, Brussels, Belgium (GRID:grid.418119.4) (ISNI:0000 0001 0684 291X); KU Leuven, Department of Oncology, Laboratory for Translational Breast Cancer Research, Leuven, Belgium (GRID:grid.5596.f) (ISNI:0000 0001 0668 7884)
202 The Barcelona Institute of Science and Technology, Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); Universitat Pompeu Fabra, Research Program on Biomedical Informatics, Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676)
203 Princess Margaret Cancer Centre, Division of Medical Oncology, Toronto, Canada (GRID:grid.415224.4) (ISNI:0000 0001 2150 066X)
204 Weill Cornell Medicine, Department of Physiology and Biophysics, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); Weill Cornell Medicine, Institute for Computational Biomedicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X)
205 UPMC Shadyside, Department of Pathology, Pittsburgh, USA (GRID:grid.415596.a) (ISNI:0000 0004 0440 3018)
206 Independent Consultant, Wellesley, USA (GRID:grid.415596.a)
207 Uppsala University, Department of Cell and Molecular Biology, Science for Life Laboratory, Uppsala, Sweden (GRID:grid.8993.b) (ISNI:0000 0004 1936 9457)
208 The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Washington University School of Medicine, Alvin J. Siteman Cancer Center, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Washington University School of Medicine, St. Louis, Department of Medicine and Department of Genetics, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002)
209 Hefei University of Technology, Anhui, China (GRID:grid.256896.6) (ISNI:0000 0001 0395 8562)
210 Cedars-Sinai Medical Center, Center for Bioinformatics and Functional Genomics, Los Angeles, USA (GRID:grid.50956.3f) (ISNI:0000 0001 2152 9905)
211 Translational Cancer Research Unit, GZA Hospitals St.-Augustinus, Center for Oncological Research, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium (GRID:grid.5284.b) (ISNI:0000 0001 0790 3681)
212 Vancouver Prostate Centre, Vancouver, Canada (GRID:grid.412541.7) (ISNI:0000 0001 0684 7796); Simon Fraser University, Burnaby, Canada (GRID:grid.61971.38) (ISNI:0000 0004 1936 7494)
213 University of Pennsylvania, Philadelphia, USA (GRID:grid.25879.31) (ISNI:0000 0004 1936 8972)
214 Universitat Pompeu Fabra (UPF), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); The Barcelona Institute of Science and Technology, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299)
215 University of Cambridge, Li Ka Shing Centre, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934)
216 University Hospital Southampton NHS Foundation Trust, Southampton, UK (GRID:grid.430506.4) (ISNI:0000 0004 0465 4079); Royal Marsden NHS Foundation Trust, London and Sutton, UK (GRID:grid.5072.0) (ISNI:0000 0001 0304 893X)
217 Barcelona Supercomputing Center (BSC), Barcelona, Spain (GRID:grid.10097.3f) (ISNI:0000 0004 0387 1602); University of Vic—Central University of Catalonia (UVic-UCC), Faculty of Science and Technology, Vic, Spain (GRID:grid.440820.a)
218 The Wellcome Trust, London, UK (GRID:grid.52788.30) (ISNI:0000 0004 0427 7672)
219 Ontario Institute for Cancer Research, Computational Biology Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); The Hospital for Sick Children, Toronto, Canada (GRID:grid.42327.30) (ISNI:0000 0004 0473 9646)
220 University of Glasgow, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X); Queen Elizabeth University Hospital, Department of Pathology, Glasgow, UK (GRID:grid.511123.5) (ISNI:0000 0004 5988 7216)
221 QIMR Berghofer Medical Research Institute, Department of Genetics and Computational Biology, Brisbane, Australia (GRID:grid.1049.c) (ISNI:0000 0001 2294 1395)
222 University of Cambridge, Department of Oncology, Centre for Cancer Genetic Epidemiology, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); University of Cambridge, Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934)
223 Prostate Cancer Canada, Toronto, Canada (GRID:grid.453281.9) (ISNI:0000 0004 4652 6665)
224 University of Cambridge, Li Ka Shing Centre, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); University of Cambridge, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934)
225 The Institute of Cancer Research, London, UK (GRID:grid.18886.3f); Royal Marsden NHS Foundation Trust, London and Sutton, UK (GRID:grid.5072.0) (ISNI:0000 0001 0304 893X)
226 Lund University Cancer Center at Medicon Village, Lund University, Department of Laboratory Medicine, Translational Cancer Research, Lund, Sweden (GRID:grid.4514.4) (ISNI:0000 0001 0930 2361)
227 Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); Berlin Institute of Health (BIH) and Charité - Universitätsmedizin Berlin, New BIH Digital Health Center, Berlin, Germany (GRID:grid.6363.0) (ISNI:0000 0001 2218 4662)
228 German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Institute of Pharmacy and Molecular Biotechnology and BioQuant, Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); Berlin Institute of Health (BIH) and Charité - Universitätsmedizin Berlin, New BIH Digital Health Center, Berlin, Germany (GRID:grid.6363.0) (ISNI:0000 0001 2218 4662)
229 European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X)
230 The Barcelona Institute of Science and Technology, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain (GRID:grid.466571.7) (ISNI:0000 0004 1756 6246); Econometrics and Health (GRECS), UdG, Research Group on Statistics, Barcelona, Spain (GRID:grid.466571.7)
231 The Barcelona Institute of Science and Technology, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); Quantitative Genomics Laboratories (qGenomics), Barcelona, Spain (GRID:grid.473715.3)
232 Icelandic Cancer Registry, Icelandic Cancer Society, Reykjavik, Iceland (GRID:grid.507118.a) (ISNI:0000 0001 0329 4954)
233 Weill Cornell Medical College, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X)
234 Fourth Military Medical University, State Key Laboratory of Cancer Biology, and Xijing Hospital of Digestive Diseases, Shaanxi, China (GRID:grid.233520.5) (ISNI:0000 0004 1761 4404)
235 Surgical Pathology Unit, University of Padua, Department of Medicine (DIMED), Padua, Italy (GRID:grid.5608.b) (ISNI:0000 0004 1757 3470)
236 Dana-Farber Cancer Institute, Department of Cancer Biology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910)
237 Rigshospitalet, Copenhagen, Denmark (GRID:grid.475435.4)
238 National Institutes of Health, Center for Cancer Genomics, National Cancer Institute, Bethesda, USA (GRID:grid.94365.3d) (ISNI:0000 0001 2297 5165)
239 Ontario Institute for Cancer Research, Genome Informatics Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of Montreal, Department of Biochemistry and Molecular Medicine, Montreal, Canada (GRID:grid.14848.31) (ISNI:0000 0001 2292 3357)
240 German Cancer Research Center (DKFZ), Division of Applied Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
241 James Cook University, Australian Institute of Tropical Health and Medicine, Douglas, Australia (GRID:grid.1011.1) (ISNI:0000 0004 0474 1797)
242 University of Queensland, St. Lucia, Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537); Barcelona Supercomputing Center (BSC), Barcelona, Spain (GRID:grid.10097.3f) (ISNI:0000 0004 0387 1602)
243 Istituto Neurologico Besta, Department of Neuro-Oncology, Milano, Italy (GRID:grid.10097.3f)
244 The Francis Crick Institute, London, UK (GRID:grid.451388.3) (ISNI:0000 0004 1795 1830)
245 Bioplatforms Australia, North Ryde, Australia (GRID:grid.484025.f)
246 MRC Cancer Unit, University of Cambridge, Cambridge, UK (GRID:grid.415041.5)
247 University College London Cancer Institute, Department of Pathology (Research), London, UK (GRID:grid.83440.3b) (ISNI:0000000121901201)
248 Princess Margaret Cancer Centre, Department of Surgical Oncology, Toronto, Canada (GRID:grid.415224.4) (ISNI:0000 0001 2150 066X)
249 Erasmus Medical Center, Department of Medical Oncology, Josephine Nefkens Institute and Cancer Genomics Centre, Rotterdam, The Netherlands (GRID:grid.5645.2) (ISNI:000000040459992X)
250 The University of Queensland Thoracic Research Centre, The Prince Charles Hospital, Brisbane, Australia (GRID:grid.415184.d) (ISNI:0000 0004 0614 0266)
251 European Bioinformatics Institute (EMBL-EBI), European Molecular Biology Laboratory, Cambridge, UK (GRID:grid.225360.0) (ISNI:0000 0000 9709 7726); Universidade do Porto, CIBIO/InBIO - Research Center in Biodiversity and Genetic Resources, Vairão, Portugal (GRID:grid.5808.5) (ISNI:0000 0001 1503 7226)
252 HCA Laboratories, London, UK (GRID:grid.420746.3) (ISNI:0000 0001 1887 2462); University of Liverpool, Liverpool, UK (GRID:grid.10025.36) (ISNI:0000 0004 1936 8470)
253 Bar-Ilan University, The Azrieli Faculty of Medicine, Safed, Israel (GRID:grid.22098.31) (ISNI:0000 0004 1937 0503)
254 University of Florida, Department of Neurosurgery, Gainesville, USA (GRID:grid.15276.37) (ISNI:0000 0004 1936 8091)
255 The Barcelona Institute of Science and Technology, Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299)
256 RIKEN Center for Integrative Medical Sciences, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267)
257 Graduate School of Medicine, University of Tokyo, Department of Pathology, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X)
258 The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002)
259 The University of Texas MD Anderson Cancer Center, Department of Genomic Medicine, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776)
260 Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University Health Network, Hepatobiliary/Pancreatic Surgical Oncology Program, Toronto, Canada (GRID:grid.231844.8) (ISNI:0000 0004 0474 0428); Mount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute, Toronto, Canada (GRID:grid.416166.2) (ISNI:0000 0004 0473 9881)
261 University of Milano Bicocca, Monza, Italy (GRID:grid.7563.7) (ISNI:0000 0001 2174 1754)
262 BGI-Shenzhen, Shenzhen, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839)
263 Dana-Farber Cancer Institute, Department of Medical Oncology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910)
264 Oslo University Hospital Ulleval, Department of Pathology, Oslo, Norway (GRID:grid.55325.34) (ISNI:0000 0004 0389 8485)
265 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Harvard Medical School, Center for Biomedical Informatics, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
266 Barcelona Supercomputing Center (BSC), Barcelona, Spain (GRID:grid.10097.3f) (ISNI:0000 0004 0387 1602); University of Barcelona, Department Biochemistry and Molecular Biomedicine, Barcelona, Spain (GRID:grid.5841.8) (ISNI:0000 0004 1937 0247)
267 The Jackson Laboratory for Genomic Medicine, Farmington, USA (GRID:grid.249880.f) (ISNI:0000 0004 0374 0039)
268 National Institutes of Health, Office of Cancer Genomics, National Cancer Institute, Bethesda, USA (GRID:grid.94365.3d) (ISNI:0000 0001 2297 5165)
269 Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
270 The University of Texas MD Anderson Cancer Center, Department of Cancer Biology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); The University of Texas MD Anderson Cancer Center, Department of Surgical Oncology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776)
271 Yale University, Department of Computer Science, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); Yale University, Department of Molecular Biophysics and Biochemistry, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); Yale University, Program in Computational Biology and Bioinformatics, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710)
272 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Harvard Medical School, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Massachusetts General Hospital, Center for Cancer Research, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924); Massachusetts General Hospital, Department of Pathology, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924)
273 Memorial Sloan Kettering Cancer Center, Department of Pathology, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952)
274 Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, USA (GRID:grid.66875.3a) (ISNI:0000 0004 0459 167X)
275 Ontario Institute for Cancer Research, Genome Sequence Informatics, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X)
276 University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432); University of Sydney, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X)
277 University of Oxford, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948)
278 Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386); Academic Urology Group, University of Cambridge, Department of Surgery, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934)
279 University of Würzburg, Department of Medicine II, Wuerzburg, Germany (GRID:grid.8379.5) (ISNI:0000 0001 1958 8658)
280 University of Miami, Sylvester Comprehensive Cancer Center, Miami, USA (GRID:grid.26790.3a) (ISNI:0000 0004 1936 8606)
281 The Barcelona Institute of Science and Technology, Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); Universitat Pompeu Fabra, Research Program on Biomedical Informatics, Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); Institut Hospital del Mar d’Investigacions Mèdiques (IMIM), Barcelona, Spain (GRID:grid.20522.37) (ISNI:0000 0004 1767 9005)
282 National Institute of Environmental Health Sciences (NIEHS), Genome Integrity and Structural Biology Laboratory, Durham, USA (GRID:grid.280664.e) (ISNI:0000 0001 2110 5790)
283 St. Thomas’s Hospital, London, UK (GRID:grid.425213.3)
284 Osaka International Cancer Center, Osaka, Japan (GRID:grid.425213.3)
285 Washington University School of Medicine, Alvin J. Siteman Cancer Center, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002)
286 Skåne University Hospital, Lund University, Department of Pathology, Lund, Sweden (GRID:grid.411843.b) (ISNI:0000 0004 0623 9987)
287 University of Glasgow, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X); Beatson West of Scotland Cancer Centre, Department of Medical Oncology, Glasgow, UK (GRID:grid.422301.6) (ISNI:0000 0004 0606 0717)
288 Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); Mount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute, Toronto, Canada (GRID:grid.416166.2) (ISNI:0000 0004 0473 9881)
289 University of Cambridge, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934)
290 National Institutes of Health, National Human Genome Research Institute, Bethesda, USA (GRID:grid.94365.3d) (ISNI:0000 0001 2297 5165)
291 University of Melbourne, Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Melbourne, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X)
292 University of Chicago, Department of Medicine, Section of Hematology/Oncology, Chicago, USA (GRID:grid.170205.1) (ISNI:0000 0004 1936 7822)
293 Leibniz Institute for Experimental Virology, Heinrich Pette Institute, Hamburg, Germany (GRID:grid.418481.0) (ISNI:0000 0001 0665 103X); Partner Site Hamburg-Borstel-Lübeck-Riems, German Center for Infection Research (DZIF), Hamburg, Germany (GRID:grid.452463.2)
294 Aarhus University, Bioinformatics Research Centre (BiRC), Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722)
295 Ministry of Science and Technology, Government of India, Department of Biotechnology, New Delhi, India (GRID:grid.410865.e)
296 Genome Institute of Singapore, Computational and Systems Biology, Singapore, Singapore (GRID:grid.418377.e) (ISNI:0000 0004 0620 715X); National Cancer Centre Singapore, Singapore, Singapore (GRID:grid.410724.4) (ISNI:0000 0004 0620 9745)
297 Christian-Albrechts-University, Institute of Human Genetics, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986)
298 University of California Santa Cruz, Department of Biomolecular Engineering, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917)
299 Friedrich-Ebert-Hospital, Department of Internal Medicine/Hematology, Neumünster, Germany (GRID:grid.205975.c)
300 Brandeis University, Waltham, USA (GRID:grid.253264.4) (ISNI:0000 0004 1936 9473)
301 Vancouver Prostate Centre, Vancouver, Canada (GRID:grid.412541.7) (ISNI:0000 0001 0684 7796); University of British Columbia, Department of Urologic Sciences, Vancouver, Canada (GRID:grid.17091.3e) (ISNI:0000 0001 2288 9830)
302 Stanford University, Department of Internal Medicine, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956)
303 The University of Texas Health Science Center at Houston, Houston, USA (GRID:grid.267308.8) (ISNI:0000 0000 9206 2401)
304 Imperial College NHS Trust, Imperial College, London, UK (GRID:grid.7445.2) (ISNI:0000 0001 2113 8111)
305 University of Frankfurt Medical School, Senckenberg Institute of Pathology, Frankfurt, Germany (GRID:grid.7839.5) (ISNI:0000 0004 1936 9721)
306 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Massachusetts General Hospital, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924)
307 UC San Diego Moores Cancer Center, San Diego, USA (GRID:grid.516081.b) (ISNI:0000 0000 9217 9714); UC San Diego School of Medicine, Department of Medicine, Division of Biomedical Informatics, San Diego, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242)
308 Yale University, Program in Computational Biology and Bioinformatics, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); The University of Texas Health Science Center, Center for Precision Health, School of Biomedical Informatics, Houston, USA (GRID:grid.468222.8)
309 Oxford Nanopore Technologies, New York, USA (GRID:grid.468222.8)
310 University of Tokyo, Institute of Medical Science, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X)
311 University of California Santa Cruz, UC Santa Cruz Genomics Institute, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917); University of California Santa Cruz, Howard Hughes Medical Institute, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917)
312 Wakayama Medical University, Wakayama, Japan (GRID:grid.412857.d) (ISNI:0000 0004 1763 1087)
313 University of North Carolina at Chapel Hill, Lineberger Comprehensive Cancer Center, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208); University of North Carolina at Chapel Hill, Department of Internal Medicine, Division of Medical Oncology, Lineberger Comprehensive Cancer Center, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208); University of Tennessee Health Science Center for Cancer Research, Memphis, USA (GRID:grid.267301.1) (ISNI:0000 0004 0386 9246)
314 Salford Royal NHS Foundation Trust, Department of Histopathology, Salford, UK (GRID:grid.412346.6) (ISNI:0000 0001 0237 2025); University of Manchester, Faculty of Biology, Medicine and Health, Manchester, UK (GRID:grid.5379.8) (ISNI:0000000121662407)
315 University of Sydney, Melanoma Institute Australia, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); QIMR Berghofer Medical Research Institute, Department of Genetics and Computational Biology, Brisbane, Australia (GRID:grid.1049.c) (ISNI:0000 0001 2294 1395)
316 Peking University, BIOPIC, ICG and College of Life Sciences, Beijing, China (GRID:grid.11135.37) (ISNI:0000 0001 2256 9319); Peking University, Peking-Tsinghua Center for Life Sciences, Beijing, China (GRID:grid.11135.37) (ISNI:0000 0001 2256 9319)
317 Children’s Hospital of Philadelphia, Philadelphia, USA (GRID:grid.239552.a) (ISNI:0000 0001 0680 8770)
318 The University of Texas MD Anderson Cancer Center, Department of Bioinformatics and Computational Biology and Department of Systems Biology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776)
319 German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Institute of Pharmacy and Molecular Biotechnology and BioQuant, Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373)
320 Karolinska Institute, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626)
321 University of Toronto, The Donnelly Centre, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938)
322 Hallym University, Department of Medical Genetics, College of Medicine, Chuncheon, South Korea (GRID:grid.256753.0) (ISNI:0000 0004 0470 5964)
323 Universitat Pompeu Fabra, Department of Experimental and Health Sciences, Institute of Evolutionary Biology (UPF-CSIC), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676)
324 German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Institute of Pharmacy and Molecular Biotechnology and BioQuant, Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); University Clinics, Health Data Science Unit, Heidelberg, Germany (GRID:grid.411941.8) (ISNI:0000 0000 9194 7179)
325 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Massachusetts General Hospital Center for Cancer Research, Charlestown, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924)
326 Hokkaido University, Sapporo, Japan (GRID:grid.39158.36) (ISNI:0000 0001 2173 7691)
327 National Cancer Center Hospital, Department of Pathology and Clinical Laboratory, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385)
328 University of North Carolina at Chapel Hill, Lineberger Comprehensive Cancer Center, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208); University of North Carolina at Chapel Hill, Department of Genetics, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208)
329 Aarhus University, Department of Mathematics, Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722); Aarhus University, Bioinformatics Research Centre (BiRC), Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722)
330 Simon Fraser University, Burnaby, Canada (GRID:grid.61971.38) (ISNI:0000 0004 1936 7494)
331 University of Leipzig, Department of Computer Science, Bioinformatics Group, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786); University of Leipzig, Interdisciplinary Center for Bioinformatics, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786); University of Leipzig, Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786); Leibniz Institute on Aging - Fritz Lipmann Institute (FLI), Computational Biology, Jena, Germany (GRID:grid.418245.e) (ISNI:0000 0000 9999 5706)
332 University of Melbourne Centre for Cancer Research, Melbourne, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X)
333 The Barcelona Institute of Science and Technology, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299)
334 University of Nebraska Medical Center, Omaha, USA (GRID:grid.266813.8) (ISNI:0000 0001 0666 4105)
335 University of Queensland, St. Lucia, Institute for Molecular Bioscience, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537); QIMR Berghofer Medical Research Institute, Department of Genetics and Computational Biology, Brisbane, Australia (GRID:grid.1049.c) (ISNI:0000 0001 2294 1395)
336 German Cancer Research Center (DKFZ), Division of Applied Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Heidelberg University, Faculty of Biosciences, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373)
337 Syntekabio Inc, Daejeon, South Korea (GRID:grid.256753.0)
338 Academic Medical Center, Department of Pathology, Amsterdam, The Netherlands (GRID:grid.5650.6) (ISNI:0000000404654431)
339 Aarhus University Hospital, Department of Molecular Medicine (MOMA), Aarhus N, Denmark (GRID:grid.154185.c) (ISNI:0000 0004 0512 597X)
340 BGI-Shenzhen, Shenzhen, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839); China National GeneBank-Shenzhen, Shenzhen, China (GRID:grid.507779.b) (ISNI:0000 0004 4910 5858)
341 German Cancer Research Center (DKFZ), Division of Molecular Genetics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
342 Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386)
343 Hong Kong University of Science and Technology, Clear Water Bay, Division of Life Science and Applied Genomics Center, Hong Kong, China (GRID:grid.24515.37) (ISNI:0000 0004 1937 1450)
344 The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Icahn School of Medicine at Mount Sinai, New York, USA (GRID:grid.59734.3c) (ISNI:0000 0001 0670 2351)
345 Geneplus-Shenzhen, Shenzhen, China (GRID:grid.419890.d); Xi’an Jiaotong University, School of Computer Science and Technology, Xi’an, China (GRID:grid.43169.39) (ISNI:0000 0001 0599 1243)
346 Ontario Institute for Cancer Research, Genomics Research Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); AbbVie, North Chicago, USA (GRID:grid.431072.3) (ISNI:0000 0004 0572 4227)
347 Charité – University Medicine Berlin, Institute of Pathology, Berlin, Germany (GRID:grid.6363.0) (ISNI:0000 0001 2218 4662)
348 British Columbia Cancer Agency, Centre for Translational and Applied Genomics, Vancouver, Canada (GRID:grid.248762.d) (ISNI:0000 0001 0702 3000)
349 Edinburgh Royal Infirmary, Edinburgh, UK (GRID:grid.418716.d) (ISNI:0000 0001 0709 1919)
350 Max Delbrück Center for Molecular Medicine, Berlin Institute for Medical Systems Biology, Berlin, Germany (GRID:grid.419491.0) (ISNI:0000 0001 1014 0849)
351 German Cancer Research Center (DKFZ), Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany (GRID:grid.461742.2) (ISNI:0000 0000 8855 0365)
352 Institute of Pharmacy and Molecular Biotechnology and BioQuant, Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); University Hospital, Department of Pediatric Immunology, Hematology and Oncology, Heidelberg, Germany (GRID:grid.5253.1) (ISNI:0000 0001 0328 4908); German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM), Heidelberg, Germany (GRID:grid.482664.a)
353 Weill Cornell Medical College, Institute for Computational Biomedicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); New York Genome Center, New York, USA (GRID:grid.429884.b) (ISNI:0000 0004 1791 0895)
354 Johns Hopkins University School of Medicine, Department of Urology, James Buchanan Brady Urological Institute, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311)
355 Ontario Institute for Cancer Research, Computational Biology Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of Toronto, Department of Medical Biophysics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938)
356 The University of Tokyo, Department of Preventive Medicine, Graduate School of Medicine, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X)
357 Baylor College of Medicine, Department of Molecular and Cellular Biology, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X); Baylor College of Medicine, Department of Pathology and Immunology, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X); Michael E. DeBakey Veterans Affairs Medical Center, Houston, USA (GRID:grid.413890.7) (ISNI:0000 0004 0420 5521)
358 Technical University of Denmark, Lyngby, Denmark (GRID:grid.5170.3) (ISNI:0000 0001 2181 8870)
359 Hanyang University, Department of Pathology, College of Medicine, Seoul, South Korea (GRID:grid.49606.3d) (ISNI:0000 0001 1364 9317)
360 University of Glasgow, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X); Glasgow Royal Infirmary, West of Scotland Pancreatic Unit, Glasgow, UK (GRID:grid.411714.6) (ISNI:0000 0000 9825 7840); University of Glasgow, Glasgow Royal Infirmary, Academic Unit of Surgery, School of Medicine, College of Medical, Veterinary and Life Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X)
361 Ulsan University, Department of Pathology, Asan Medical Center, College of Medicine, Songpa-gu, South Korea (GRID:grid.267370.7) (ISNI:0000 0004 0533 4667)
362 Science Writer, Garrett Park, USA (GRID:grid.10698.36)
363 Ontario Institute for Cancer Research, International Cancer Genome Consortium (ICGC)/ICGC Accelerating Research in Genomic Oncology (ARGO) Secretariat, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X)
364 European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X); University of Ljubljana, Ljubljana, Slovenia (GRID:grid.8954.0) (ISNI:0000 0001 0721 6013)
365 University of Chicago, Department of Public Health Sciences, Chicago, USA (GRID:grid.170205.1) (ISNI:0000 0004 1936 7822); NorthShore University HealthSystem, Research Institute, Evanston, USA (GRID:grid.240372.0) (ISNI:0000 0004 0400 4439)
366 University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432)
367 University Hospital and University of Bern, Department of Medical Oncology, Inselspital, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157); University of Bern, Department for Biomedical Research, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157)
368 RIKEN Center for Integrative Medical Sciences, Laboratory for Medical Science Mathematics, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267)
369 McGill University and Génome Québec Innovation Centre, Centre of Genomics and Policy, Montreal, Canada (GRID:grid.411640.6)
370 University of North Carolina at Chapel Hill, Carolina Center for Genome Sciences, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208)
371 Hopp Children’s Cancer Center (KiTZ), Heidelberg, Germany (GRID:grid.510964.f); Pediatric Glioma Research Group, German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
372 Cancer Research UK, London, UK (GRID:grid.11485.39) (ISNI:0000 0004 0422 0975)
373 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); Korea Advanced Institute of Science and Technology, Daejeon, South Korea (GRID:grid.37172.30) (ISNI:0000 0001 2292 0500)
374 Indivumed GmbH, Hamburg, Germany (GRID:grid.37172.30)
375 Genome Integration Data Center, Syntekabio, Inc, Daejeon, South Korea (GRID:grid.37172.30)
376 Oxford Nanopore Technologies, New York, USA (GRID:grid.154185.c)
377 German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
378 Memorial Sloan Kettering Cancer Center, Computational Biology Center, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952); ETH Zurich, Department of Biology, Zürich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780); ETH Zurich, Department of Computer Science, Zurich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780); SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland (GRID:grid.419765.8) (ISNI:0000 0001 2223 3006); University Hospital Zurich, Zurich, Switzerland (GRID:grid.412004.3) (ISNI:0000 0004 0478 9977)
379 Swiss Institute of Bioinformatics, Clinical Bioinformatics, Geneva, Switzerland (GRID:grid.419765.8) (ISNI:0000 0001 2223 3006); University Hospital Zurich, Institute for Pathology and Molecular Pathology, Zurich, Switzerland (GRID:grid.412004.3) (ISNI:0000 0004 0478 9977); University of Zurich, Institute of Molecular Life Sciences, Zurich, Switzerland (GRID:grid.7400.3) (ISNI:0000 0004 1937 0650)
380 University of Edinburgh, MRC Human Genetics Unit, MRC IGMM, Edinburgh, UK (GRID:grid.4305.2) (ISNI:0000 0004 1936 7988)
381 German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
382 Cedars-Sinai Medical Center, Women’s Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, Los Angeles, USA (GRID:grid.50956.3f) (ISNI:0000 0001 2152 9905)
383 University of Zagreb, Department of Biology, Bioinformatics Group, Division of Molecular Biology, Faculty of Science, Zagreb, Croatia (GRID:grid.4808.4) (ISNI:0000 0001 0657 4636)
384 University Hospital Schleswig-Holstein, Department for Internal Medicine II, Kiel, Germany (GRID:grid.412468.d) (ISNI:0000 0004 0646 2097)
385 University of Queensland, St. Lucia, Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537); Genetics and Molecular Pathology, SA Pathology, Adelaide, Australia (GRID:grid.414733.6) (ISNI:0000 0001 2294 430X)
386 National Cancer Center Hospital, Department of Gastric Surgery, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385)
387 National Cancer Center Research Institute, Department of Bioinformatics, Division of Cancer Genomics, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385)
388 University College London, London, UK (GRID:grid.83440.3b) (ISNI:0000000121901201)
389 A.A. Kharkevich Institute of Information Transmission Problems, Moscow, Russia (GRID:grid.435025.5) (ISNI:0000 0004 0619 6198); Dmitry Rogachev National Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia (GRID:grid.465331.6); Skolkovo Institute of Science and Technology, Moscow, Russia (GRID:grid.454320.4) (ISNI:0000 0004 0555 3608)
390 The George Washington University, School of Medicine and Health Science, Department of Surgery, Washington, USA (GRID:grid.253615.6) (ISNI:0000 0004 1936 9510); National Cancer Institute, National Institutes of Health, Endocrine Oncology Branch, Center for Cancer Research, Bethesda, USA (GRID:grid.48336.3a) (ISNI:0000 0004 1936 8075)
391 Macquarie University, Melanoma Institute Australia, Sydney, Australia (GRID:grid.1004.5) (ISNI:0000 0001 2158 5405)
392 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Massachusetts Institute of Technology, MIT Computer Science and Artificial Intelligence Laboratory, Cambridge, USA (GRID:grid.116068.8) (ISNI:0000 0001 2341 2786)
393 University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432); University of Sydney, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); Royal Prince Alfred Hospital, Tissue Pathology and Diagnostic Oncology, Sydney, Australia (GRID:grid.413249.9) (ISNI:0000 0004 0385 0051)
394 Barking Havering and Redbridge University Hospitals NHS Trust, Romford, UK (GRID:grid.439436.f) (ISNI:0000 0004 0459 7289)
395 University and Hospital Trust of Verona, Department of Surgery, Pancreas Institute, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X); Khon Kaen University, Cholangiocarcinoma Screening and Care Program and Liver Fluke and Cholangiocarcinoma Research Centre, Faculty of Medicine, Khon Kaen, Thailand (GRID:grid.9786.0) (ISNI:0000 0004 0470 0856)
396 Weill Cornell Medicine, Department of Physiology and Biophysics, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); Weill Cornell Medicine, Institute for Computational Biomedicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); Controlled Department and Institution, New York, USA (GRID:grid.5386.8); Weill Cornell Medicine, Englander Institute for Precision Medicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X)
397 National Cancer Center, Gyeonggi, South Korea (GRID:grid.410914.9) (ISNI:0000 0004 0628 9810)
398 Ewha Womans University, Department of Biochemistry, College of Medicine, Seoul, South Korea (GRID:grid.255649.9) (ISNI:0000 0001 2171 7754)
399 University of California San Diego, Health Sciences Department of Biomedical Informatics, La Jolla, USA (GRID:grid.266100.3) (ISNI:0000 0001 2107 4242)
400 National Cancer Centre Korea, Research Core Center, Goyang-si, South Korea (GRID:grid.410914.9) (ISNI:0000 0004 0628 9810)
401 Sungkyunkwan University School of Medicine, Department of Health Sciences and Technology, Seoul, South Korea (GRID:grid.264381.a) (ISNI:0000 0001 2181 989X); Samsung Genome Institute, Seoul, South Korea (GRID:grid.264381.a)
402 Dana-Farber/Brigham and Women’s Cancer Center, Breast Oncology Program, Boston, USA (GRID:grid.417747.6) (ISNI:0000 0004 0460 3896); Memorial Sloan Kettering Cancer Center, Department of Surgery, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952); Brigham and Women’s Hospital, Division of Breast Surgery, Boston, USA (GRID:grid.62560.37) (ISNI:0000 0004 0378 8294)
403 Christian-Albrechts-University, Hematopathology Section, Institute of Pathology, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986)
404 National Institute of Environmental Health Sciences (NIEHS), Integrative Bioinformatics Support Group, Durham, USA (GRID:grid.280664.e) (ISNI:0000 0001 2110 5790)
405 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); University of Bergen, Department of Clinical Science, Bergen, Norway (GRID:grid.7914.b) (ISNI:0000 0004 1936 7443)
406 Seoul National University Hospital, Center For Medical Innovation, Seoul, South Korea (GRID:grid.412484.f) (ISNI:0000 0001 0302 820X); Seoul National University Hospital, Department of Internal Medicine, Seoul, South Korea (GRID:grid.412484.f) (ISNI:0000 0001 0302 820X)
407 Uppsala University, Department of Cell and Molecular Biology, Science for Life Laboratory, Uppsala, Sweden (GRID:grid.8993.b) (ISNI:0000 0004 1936 9457); Polish Academy of Sciences, Institute of Computer Science, Warsawa, Poland (GRID:grid.413454.3) (ISNI:0000 0001 1958 0162)
408 Hopp Children’s Cancer Center (KiTZ), Heidelberg, Germany (GRID:grid.510964.f); Functional and Structural Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
409 Functional and Structural Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
410 National Institutes of Health, Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, USA (GRID:grid.94365.3d) (ISNI:0000 0001 2297 5165)
411 University of Leipzig, Interdisciplinary Center for Bioinformatics, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786); University of Leipzig, Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786)
412 University of Leipzig, Institute for Medical Informatics Statistics and Epidemiology, Leipzig, Germany (GRID:grid.9647.c) (ISNI:0000 0004 7669 9786)
413 The University of Texas MD Anderson Cancer Center, Department of Pathology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); The University of Texas MD Anderson Cancer Center, Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776)
414 Georg-Augusts-University of Göttingen, Department of Hematology and Oncology, Göttingen, Germany (GRID:grid.7450.6) (ISNI:0000 0001 2364 4210)
415 Yale University, Department of Molecular Biophysics and Biochemistry, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); Yale University, Program in Computational Biology and Bioinformatics, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710)
416 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Harvard Medical School, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Massachusetts General Hospital, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924)
417 University of Duisburg-Essen, Institute of Cell Biology (Cancer Research), Essen, Germany (GRID:grid.5718.b) (ISNI:0000 0001 2187 5445)
418 Karolinska Institute, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626); King’s College London and Guy’s and St. Thomas’ NHS Foundation Trust, London, UK (GRID:grid.420545.2) (ISNI:0000 0004 0489 3985)
419 Van Andel Research Institute, Center for Epigenetics, Grand Rapids, USA (GRID:grid.251017.0) (ISNI:0000 0004 0406 2057)
420 Royal Brisbane and Women’s Hospital, The University of Queensland Centre for Clinical Research, Herston, Australia (GRID:grid.416100.2) (ISNI:0000 0001 0688 4634)
421 University of Cologne, Department of Pediatric Oncology and Hematology, Cologne, Germany (GRID:grid.6190.e) (ISNI:0000 0000 8580 3777); University of Düsseldorf, Düsseldorf, Germany (GRID:grid.411327.2) (ISNI:0000 0001 2176 9917)
422 University Hospital and University of Bern, Department of Medical Oncology, Inselspital, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157); University of Bern, Graduate School for Cellular and Biomedical Sciences, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157); University of Bern, Department for Biomedical Research, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157)
423 Institut Jules Bordet, Department of Pathology, Brussels, Belgium (GRID:grid.418119.4) (ISNI:0000 0001 0684 291X)
424 Sahlgrenska Academy at University of Gothenburg, Institute of Biomedicine, Gothenburg, Sweden (GRID:grid.8761.8) (ISNI:0000 0000 9919 9582)
425 McGill University, Department of Human Genetics, Montreal, Canada (GRID:grid.14709.3b) (ISNI:0000 0004 1936 8649)
426 Children’s Medical Research Institute, Sydney, Australia (GRID:grid.414235.5) (ISNI:0000 0004 0619 2154)
427 Berlin Institute of Health (BIH) and Charité - Universitätsmedizin Berlin, New BIH Digital Health Center, Berlin, Germany (GRID:grid.6363.0) (ISNI:0000 0001 2218 4662)
428 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Massachusetts General Hospital, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924); RIKEN Center for Integrative Medical Sciences, Laboratory for Medical Science Mathematics, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267)
429 The University of Texas MD Anderson Cancer Center, Department of Pathology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); The University of Texas MD Anderson Cancer Center, Department of Genomic Medicine, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776)
430 ILSbio, LLC Biobank, Chestertown, USA (GRID:grid.492568.4)
431 Yale University, Program in Computational Biology and Bioinformatics, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710)
432 Boston Children’s Hospital, Harvard Medical School, Division of Genetics and Genomics, Boston, USA (GRID:grid.2515.3) (ISNI:0000 0004 0378 8438)
433 Harvard Medical School, Department of Biomedical Informatics, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Ludwig Center at Harvard Medical School, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
434 Hanyang University, Institute for Bioengineering and Biopharmaceutical Research (IBBR), Seoul, South Korea (GRID:grid.49606.3d) (ISNI:0000 0001 1364 9317)
435 University of California Santa Cruz, Department of Statistics, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917)
436 Institute of Biomedical Sciences, Academia Sinica, National Genotyping Center, Taipei, Taiwan (GRID:grid.482251.8) (ISNI:0000 0004 0633 7958)
437 Max Planck Institute for Molecular Genetics, Department of Vertebrate Genomics/Otto Warburg Laboratory Gene Regulation and Systems Biology of Cancer, Berlin, Germany (GRID:grid.419538.2) (ISNI:0000 0000 9071 0620)
438 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); The Institute of Cancer Research, London, UK (GRID:grid.18886.3f)
439 McGill University and Genome Quebec Innovation Centre, Montreal, Canada (GRID:grid.411640.6)
440 biobyte solutions GmbH, Heidelberg, Germany (GRID:grid.431797.f)
441 Memorial Sloan Kettering Cancer Center, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952); New York University, Gynecologic Oncology, NYU Laura and Isaac Perlmutter Cancer Center, New York, USA (GRID:grid.137628.9) (ISNI:0000 0004 1936 8753)
442 Washington University School of Medicine, Division of Oncology, Stem Cell Biology Section, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002)
443 The University of Texas MD Anderson Cancer Center, Department of Bioinformatics and Computational Biology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); Baylor College of Medicine, Quantitative and Computational Biosciences Graduate Program, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X); The University of Texas MD Anderson Cancer Center, Department of Systems Biology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776)
444 German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Research Center (DKFZ), Division of Molecular Genetics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
445 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Harvard University, Cambridge, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
446 National Cancer Institute, National Institutes of Health, Urologic Oncology Branch, Center for Cancer Research, Bethesda, USA (GRID:grid.48336.3a) (ISNI:0000 0004 1936 8075)
447 University of Oslo, Oslo, Norway (GRID:grid.5510.1) (ISNI:0000 0004 1936 8921)
448 Memorial Sloan Kettering Cancer Center, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952); Weill Cornell Medicine, Department of Physiology and Biophysics, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); Weill Cornell Medicine, Institute for Computational Biomedicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X)
449 Princess Margaret Cancer Centre, Radiation Medicine Program, Toronto, Canada (GRID:grid.415224.4) (ISNI:0000 0001 2150 066X); University of Toronto, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938)
450 Peking University, Beijing, China (GRID:grid.11135.37) (ISNI:0000 0001 2256 9319); Peking University, School of Life Sciences, Beijing, China (GRID:grid.11135.37) (ISNI:0000 0001 2256 9319)
451 Leidos Biomedical Research, Inc, McLean, USA (GRID:grid.419407.f) (ISNI:0000 0004 4665 8158)
452 The Jackson Laboratory for Genomic Medicine, Farmington, USA (GRID:grid.249880.f) (ISNI:0000 0004 0374 0039); Yale University, Department of Molecular Biophysics and Biochemistry, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); Yale University, Program in Computational Biology and Bioinformatics, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710)
453 University of Barcelona, Hematology, Hospital Clinic, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain (GRID:grid.5841.8) (ISNI:0000 0004 1937 0247)
454 Queen Mary University of London, Barts Cancer Institute, Barts and the London School of Medicine and Dentistry, London, UK (GRID:grid.4868.2) (ISNI:0000 0001 2171 1133); Second Military Medical University, Shanghai, China (GRID:grid.73113.37) (ISNI:0000 0004 0369 1660)
455 Chinese Cancer Genome Consortium, Shenzhen, China (GRID:grid.73113.37); Beijing Hospital, Department of Medical Oncology, Beijing, China (GRID:grid.414350.7) (ISNI:0000 0004 0447 1045); Peking University Cancer Hospital and Institute, Laboratory of Molecular Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Beijing, China (GRID:grid.412474.0) (ISNI:0000 0001 0027 0586)
456 Diagnostic Development, Ontario Institute for Cancer Research, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X)
457 University of Cambridge, Li Ka Shing Centre, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); University of Cambridge, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); University of St. Andrews, St, School of Medicine/School of Mathematics and Statistics, Andrews, UK (GRID:grid.11914.3c) (ISNI:0000 0001 0721 1626)
458 Institute for Systems Biology, Seattle, USA (GRID:grid.64212.33) (ISNI:0000 0004 0463 2320)
459 University Institute of Oncology-IUOPA, Department of Biochemistry and Molecular Biology, Faculty of Medicine, Oviedo, Spain (GRID:grid.410712.1)
460 Institut Bergonié, Bordeaux, France (GRID:grid.476460.7) (ISNI:0000 0004 0639 0505)
461 Cancer Unit, MRC University of Cambridge, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934)
462 University of Southern California, USC Norris Comprehensive Cancer Center, Los Angeles, USA (GRID:grid.42505.36) (ISNI:0000 0001 2156 6853); Children’s Hospital Los Angeles, Department of Pathology and Laboratory Medicine, Center for Personalized Medicine, Los Angeles, USA (GRID:grid.239546.f) (ISNI:0000 0001 2153 6013)
463 University of Sydney, Melanoma Institute Australia, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); University of Sydney, Centre for Cancer Research, The Westmead Institute for Medical Research, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); John Curtin School of Medical Research, Canberra, Australia (GRID:grid.1001.0) (ISNI:0000 0001 2180 7477)
464 PraxisClinic am Johannisplatz, MVZ Department of Oncology, Leipzig, Germany (GRID:grid.1001.0)
465 Ghent University, Department of Information Technology, Ghent, Belgium (GRID:grid.5342.0) (ISNI:0000 0001 2069 7798); Ghent University, Department of Plant Biotechnology and Bioinformatics, Ghent, Belgium (GRID:grid.5342.0) (ISNI:0000 0001 2069 7798)
466 The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Fox Chase Cancer Center, Philadelphia, USA (GRID:grid.249335.a) (ISNI:0000 0001 2218 7820); Nationwide Children’s Hospital, Institute for Genomic Medicine, Columbus, USA (GRID:grid.240344.5) (ISNI:0000 0004 0392 3476)
467 Oregon Health and Science University, Computational Biology Program, School of Medicine, Portland, USA (GRID:grid.5288.7) (ISNI:0000 0000 9758 5690)
468 Duke University, Department of Surgery, Durham, USA (GRID:grid.26009.3d) (ISNI:0000 0004 1936 7961)
469 Barcelona Institute of Science and Technology (BIST), CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); Universitat Pompeu Fabra, Department of Experimental and Health Sciences, Institute of Evolutionary Biology (UPF-CSIC), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain (GRID:grid.425902.8) (ISNI:0000 0000 9601 989X); Universitat Autònoma de Barcelona, Institut Català de Paleontologia Miquel Crusafont, Barcelona, Spain (GRID:grid.7080.f) (ISNI:0000 0001 2296 0625)
470 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); University of Glasgow, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X)
471 Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain (GRID:grid.425902.8) (ISNI:0000 0000 9601 989X); Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain (GRID:grid.10403.36) (ISNI:0000000091771775)
472 Weill Cornell Medicine, Department of Physiology and Biophysics, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); Weill Cornell Medicine, Institute for Computational Biomedicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); Weill Cornell Medicine, Englander Institute for Precision Medicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X)
473 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Massachusetts General Hospital, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924); Massachusetts General Hospital Center for Cancer Research, Charlestown, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924)
474 The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Washington University School of Medicine, Division of Oncology, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002)
475 Royal Marsden NHS Foundation Trust, London and Sutton, UK (GRID:grid.5072.0) (ISNI:0000 0001 0304 893X); Imperial College, Department of Surgery and Cancer, London, UK (GRID:grid.7445.2) (ISNI:0000 0001 2113 8111)
476 Oxford Nanopore Technologies, Applications Department, Oxford, UK (GRID:grid.437060.6) (ISNI:0000 0004 0567 5138)
477 University of California San Francisco, Department of Obstetrics, Gynecology and Reproductive Services, San Francisco, USA (GRID:grid.266102.1) (ISNI:0000 0001 2297 6811)
478 Yale University, Department of Molecular Biophysics and Biochemistry, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710)
479 Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); Ontario Institute for Cancer Research, Genomics Research Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University California at Davis, Department of Biochemistry and Molecular Medicine, Sacramento, USA (GRID:grid.27860.3b) (ISNI:0000 0004 1936 9684)
480 Mount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute, Toronto, Canada (GRID:grid.416166.2) (ISNI:0000 0004 0473 9881)
481 Princess Margaret Cancer Centre, STTARR Innovation Facility, Toronto, Canada (GRID:grid.415224.4) (ISNI:0000 0001 2150 066X)
482 University and Hospital Trust of Verona, Department of Surgery, Pancreas Institute, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X); Western Sydney University, Discipline of Surgery, Penrith, Australia (GRID:grid.1029.a) (ISNI:0000 0000 9939 5719)
483 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Dana-Farber Cancer Institute, Department of Medical Oncology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910); Harvard Medical School, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
484 Yale University, Program in Computational Biology and Bioinformatics, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); Yale University, Yale School of Medicine, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710)
485 University of North Carolina at Chapel Hill, Department of Genetics, Lineberger Comprehensive Cancer Center, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208)
486 Henry Ford Hospital, Departments of Neurology and Neurosurgery, Detroit, USA (GRID:grid.413103.4) (ISNI:0000 0001 2160 8953)
487 University of Queensland, St. Lucia, Queensland Centre for Medical Genomics, Institute for Molecular Bioscience, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537); University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432)
488 Oregon Health and Science University, Precision Oncology, OHSU Knight Cancer Institute, Portland, USA (GRID:grid.5288.7) (ISNI:0000 0000 9758 5690)
489 University Medical Center Hamburg-Eppendorf, Institute of Pathology, Hamburg, Germany (GRID:grid.13648.38) (ISNI:0000 0001 2180 3484)
490 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386); University of Cambridge, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934)
491 Kyushu University, Department of Health Sciences, Faculty of Medical Sciences, Fukuoka, Japan (GRID:grid.177174.3) (ISNI:0000 0001 2242 4849)
492 Heidelberg Academy of Sciences and Humanities, Heidelberg, Germany (GRID:grid.461593.c) (ISNI:0000 0001 1939 6592)
493 Vector Institute, Toronto, Canada (GRID:grid.494618.6); University of Toronto, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938)
494 University of Melbourne, Melbourne, Department of Clinical Pathology, VIC, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X); Roswell Park Cancer Institute, Department of Pathology, Buffalo, USA (GRID:grid.240614.5) (ISNI:0000 0001 2181 8635)
495 University of Helsinki, Department of Computer Science, Helsinki, Finland (GRID:grid.7737.4) (ISNI:0000 0004 0410 2071); University of Helsinki, Institute of Biotechnology, Helsinki, Finland (GRID:grid.7737.4) (ISNI:0000 0004 0410 2071); University of Helsinki, Organismal and Evolutionary Biology Research Programme, Helsinki, Finland (GRID:grid.7737.4) (ISNI:0000 0004 0410 2071)
496 Washington University School of Medicine, Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002)
497 Penrose St. Francis Health Services, Colorado Springs, USA (GRID:grid.430183.d) (ISNI:0000 0004 6354 3547)
498 University of Bergen, Department of Clinical Science, Bergen, Norway (GRID:grid.7914.b) (ISNI:0000 0004 1936 7443)
499 Ulm University and University Hospital of Ulm, Institute of Pathology, Ulm, Germany (GRID:grid.410712.1) (ISNI:0000 0004 0473 882X)
500 National Cancer Center, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385)
501 Genome Institute of Singapore, Singapore, Singapore (GRID:grid.418377.e) (ISNI:0000 0004 0620 715X)
502 Barcelona Institute of Science and Technology (BIST), CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); Universitat Pompeu Fabra, Department of Experimental and Health Sciences, Institute of Evolutionary Biology (UPF-CSIC), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain (GRID:grid.425902.8) (ISNI:0000 0000 9601 989X)
503 Yale University, Department of Computer Science, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); Yale University, Department of Molecular Biophysics and Biochemistry, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); Yale University, 32Program in Computational Biology and Bioinformatics, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710)
504 University of Cambridge, Li Ka Shing Centre, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386)
505 German Cancer Aid, Bonn, Germany (GRID:grid.453370.6) (ISNI:0000 0001 2161 6363)
506 Centre for Computational Biology, Duke-NUS Medical School, Programme in Cancer and Stem Cell Biology, Singapore, Singapore (GRID:grid.428397.3) (ISNI:0000 0004 0385 0924)
507 The Chinese University of Hong Kong, Shatin, NT, China (GRID:grid.10784.3a) (ISNI:0000 0004 1937 0482)
508 Fourth Military Medical University, State Key Laboratory of Cancer Biology, and Xijing Hospital of Digestive Diseases, Shaanxi, China (GRID:grid.233520.5) (ISNI:0000 0004 1761 4404); Fourth Military Medical University, Shaanxi, China (GRID:grid.233520.5) (ISNI:0000 0004 1761 4404)
509 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); University of Cambridge, Addenbrooke’s Hospital, Academic Department of Medical Genetics, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); MRC Cancer Unit, University of Cambridge, Cambridge, UK (GRID:grid.415041.5); The University of Cambridge School of Clinical Medicine, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934)
510 St. Jude Children’s Research Hospital, Memphis, USA (GRID:grid.240871.8) (ISNI:0000 0001 0224 711X)
511 Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University Health Network, Princess Margaret Cancer Centre, Toronto, Canada (GRID:grid.415224.4) (ISNI:0000 0001 2150 066X)
512 Ontario Institute for Cancer Research, Genome Informatics Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); Center for Biomolecular Science and Engineering, University of California Santa Cruz, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917)
513 University of Chicago, Department of Medicine, Chicago, USA (GRID:grid.170205.1) (ISNI:0000 0004 1936 7822)
514 Department of Neurology, Mayo Clinic, Rochester, USA (GRID:grid.66875.3a) (ISNI:0000 0004 0459 167X)
515 Cambridge University Hospitals NHS Foundation Trust, Cambridge Oesophagogastric Centre, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386)
516 Carleton College, Department of Computer Science, Northfield, USA (GRID:grid.253692.9) (ISNI:0000 0004 0445 5969)
517 University of Melbourne, Melbourne, Department of Clinical Pathology, VIC, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X); University of Glasgow, Institute of Cancer Sciences, College of Medical Veterinary and Life Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X)
518 University of Alabama at Birmingham, Department of Epidemiology, Birmingham, USA (GRID:grid.265892.2) (ISNI:0000000106344187); HudsonAlpha Institute for Biotechnology, Huntsville, USA (GRID:grid.417691.c) (ISNI:0000 0004 0408 3720); University of Alabama at Birmingham, O’Neal Comprehensive Cancer Center, Birmingham, USA (GRID:grid.265892.2) (ISNI:0000000106344187)
519 Keio University School of Medicine, Department of Pathology, Tokyo, Japan (GRID:grid.26091.3c) (ISNI:0000 0004 1936 9959)
520 National Cancer Center Hospital, Department of Hepatobiliary and Pancreatic Oncology, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385)
521 Sage Bionetworks, Seattle, USA (GRID:grid.430406.5) (ISNI:0000 0004 6023 5303)
522 National Cancer Centre, Lymphoma Genomic Translational Research Laboratory, Singapore, Singapore (GRID:grid.410724.4) (ISNI:0000 0004 0620 9745)
523 Robert-Bosch-Hospital, Department of Clinical Pathology, Stuttgart, Germany (GRID:grid.416008.b) (ISNI:0000 0004 0603 4965)
524 Ontario Institute for Cancer Research, Genome Informatics Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of Toronto, Department of Cell and Systems Biology, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938)
525 University of Melbourne, Melbourne, Department of Clinical Pathology, VIC, Australia (GRID:grid.1008.9) (ISNI:0000 0001 2179 088X)
526 BGI-Shenzhen, Shenzhen, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839); Karolinska Institutet, Department of Biosciences and Nutrition, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626)
527 German Cancer Research Center (DKFZ), Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
528 National Cancer Center, Center for Liver Cancer, Research Institute and Hospital, Gyeonggi, South Korea (GRID:grid.410914.9) (ISNI:0000 0004 0628 9810)
529 Sungkyunkwan University School of Medicine, Division of Hematology-Oncology, Samsung Medical Center, Seoul, South Korea (GRID:grid.264381.a) (ISNI:0000 0001 2181 989X); Sungkyunkwan University School of Medicine, Samsung Advanced Institute for Health Sciences and Technology, Seoul, South Korea (GRID:grid.264381.a) (ISNI:0000 0001 2181 989X)
530 Sangmyung University, Cheonan Industry-Academic Collaboration Foundation, Cheonan, South Korea (GRID:grid.263136.3) (ISNI:0000 0004 0533 2389)
531 Nottingham University Hospitals NHS Trust, Nottingham, UK (GRID:grid.240404.6) (ISNI:0000 0001 0440 1889)
532 NYU Langone Medical Center, New York, USA (GRID:grid.240324.3) (ISNI:0000 0001 2109 4251)
533 Memorial Sloan Kettering Cancer Center, Computational Biology Center, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952)
534 Aarhus University Hospital, Department of Molecular Medicine (MOMA), Aarhus N, Denmark (GRID:grid.154185.c) (ISNI:0000 0004 0512 597X); Aarhus University, Bioinformatics Research Centre (BiRC), Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722)
535 Cleveland Clinic, Department of Hematology and Medical Oncology, Cleveland, USA (GRID:grid.239578.2) (ISNI:0000 0001 0675 4725)
536 University of North Carolina at Chapel Hill, Department of Pathology and Laboratory Medicine, School of Medicine, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208); University of North Carolina at Chapel Hill, Department of Genetics, Lineberger Comprehensive Cancer Center, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208)
537 Ontario Institute for Cancer Research, Genome Informatics Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of California San Francisco, Department of Radiation Oncology, San Francisco, USA (GRID:grid.266102.1) (ISNI:0000 0001 2297 6811)
538 Department of Health Sciences Research, Mayo Clinic, Rochester, USA (GRID:grid.66875.3a) (ISNI:0000 0004 0459 167X)
539 Helen F. Graham Cancer Center at Christiana Care Health Systems, Newark, USA (GRID:grid.414316.5) (ISNI:0000 0004 0444 1241)
540 Hopp Children’s Cancer Center (KiTZ), Heidelberg, Germany (GRID:grid.510964.f); Functional and Structural Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Heidelberg University Hospital, Heidelberg, Germany (GRID:grid.5253.1) (ISNI:0000 0001 0328 4908)
541 CSRA Incorporated, Fairfax, USA (GRID:grid.414235.5)
542 University College London Cancer Institute, Research Department of Pathology, London, UK (GRID:grid.83440.3b) (ISNI:0000000121901201)
543 King’s Health Partners AHSC, King’s College London School of Medicine, Department of Research Oncology, Guy’s Hospital, London, UK (GRID:grid.13097.3c) (ISNI:0000 0001 2322 6764)
544 Macquarie University, Faculty of Medicine and Health Sciences, Sydney, Australia (GRID:grid.1004.5) (ISNI:0000 0001 2158 5405)
545 University Hospital of Minjoz, INSERM UMR 1098, Besançon, France (GRID:grid.411158.8) (ISNI:0000 0004 0638 9213)
546 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Harvard Medical School, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Massachusetts General Hospital, Center for Cancer Research, Boston, USA (GRID:grid.32224.35) (ISNI:0000 0004 0386 9924)
547 Spanish National Cancer Research Centre, Madrid, Spain (GRID:grid.7719.8) (ISNI:0000 0000 8700 1153)
548 Fundeni Clinical Institute, Center of Digestive Diseases and Liver Transplantation, Bucharest, Romania (GRID:grid.415180.9) (ISNI:0000 0004 0540 9980)
549 Cureline, Inc, South San Francisco, USA (GRID:grid.415180.9)
550 Universitat Pompeu Fabra (UPF), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676)
551 St. Luke’s Cancer Centre, Royal Surrey County Hospital NHS Foundation Trust, Guildford, UK (GRID:grid.412946.c) (ISNI:0000 0001 0372 6120)
552 Cambridge University Hospital NHS Foundation Trust and NIHR Cambridge Biomedical Research Centre, Cambridge Breast Unit, Addenbrooke’s Hospital, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386)
553 University Institute of Oncology-IUOPA, Department of Biochemistry and Molecular Biology, Faculty of Medicine, Oviedo, Spain (GRID:grid.24029.3d)
554 University of Sydney, Centre for Cancer Research, The Westmead Institute for Medical Research, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X)
555 East of Scotland Breast Service, Ninewells Hospital, Aberdeen, UK (GRID:grid.416266.1) (ISNI:0000 0000 9009 9462)
556 Universitat Pompeu Fabra (UPF), Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); The Barcelona Institute of Science and Technology, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); University of Barcelona, IRSJD, IBUB, Department of Genetics, Microbiology and Statistics, Barcelona, Spain (GRID:grid.5841.8) (ISNI:0000 0004 1937 0247)
557 Medical College of Wisconsin, Department of Obstetrics and Gynecology, Milwaukee, USA (GRID:grid.30760.32) (ISNI:0000 0001 2111 8460)
558 Winship Cancer Institute of Emory University, Hematology and Medical Oncology, Atlanta, USA (GRID:grid.516089.3) (ISNI:0000 0004 9535 5639)
559 Princeton University, Department of Computer Science, Princeton, USA (GRID:grid.16750.35) (ISNI:0000 0001 2097 5006)
560 Vanderbilt University, Vanderbilt Ingram Cancer Center, Nashville, USA (GRID:grid.152326.1) (ISNI:0000 0001 2264 7217)
561 University of Düsseldorf, Düsseldorf, Germany (GRID:grid.411327.2) (ISNI:0000 0001 2176 9917)
562 Christian-Albrechts-University, Institute of Human Genetics, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986); Christian-Albrechts-University, Hematopathology Section, Institute of Pathology, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986)
563 Ohio State University College of Medicine and Arthur G. James Comprehensive Cancer Center, Columbus, USA (GRID:grid.261331.4) (ISNI:0000 0001 2285 7943)
564 Yokohama City University Graduate School of Medicine, Department of Surgery, Kanagawa, Japan (GRID:grid.268441.d) (ISNI:0000 0001 1033 6139)
565 German Cancer Research Center (DKFZ) and BioQuant, Division of Chromatin Networks, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
566 University of North Carolina at Chapel Hill, Research Computing Center, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208)
567 Washington State University, School of Molecular Biosciences and Center for Reproductive Biology, Pullman, USA (GRID:grid.30064.31) (ISNI:0000 0001 2157 6568)
568 Erasmus Medical Center, Department of Medical Oncology, Josephine Nefkens Institute and Cancer Genomics Centre, Rotterdam, The Netherlands (GRID:grid.5645.2) (ISNI:000000040459992X); University of Copenhagen, Finsen Laboratory and Biotech Research and Innovation Centre (BRIC), Copenhagen, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X)
569 University Health Network, Toronto General Hospital, Department of Pathology, Toronto, Canada (GRID:grid.417184.f) (ISNI:0000 0001 0661 1177); Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of Toronto, Department of Medical Biophysics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); Toronto General Hospital, UHN Program in BioSpecimen Sciences, Toronto, Canada (GRID:grid.417184.f) (ISNI:0000 0001 0661 1177); University of Toronto, Department of Laboratory Medicine and Pathobiology, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); Memorial Sloan Kettering Cancer Center, Department of Pathology, Human Oncology and Pathogenesis Program, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952)
570 University Hospital Giessen, Pediatric Hematology and Oncology, Giessen, Germany (GRID:grid.411067.5) (ISNI:0000 0000 8584 9230)
571 Oncologie Sénologie, ICM Institut Régional du Cancer, Montpellier, France (GRID:grid.418189.d) (ISNI:0000 0001 2175 1768)
572 Norfolk and Norwich University Hospital NHS Trust, Norwich, UK (GRID:grid.240367.4) (ISNI:0000 0004 0445 7876)
573 Christian-Albrechts-University, Institute of Clinical Molecular Biology, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986)
574 University of Wuerzburg, Institute of Pathology, Wuerzburg, Germany (GRID:grid.8379.5) (ISNI:0000 0001 1958 8658)
575 Royal Marsden NHS Foundation Trust, London and Sutton, UK (GRID:grid.5072.0) (ISNI:0000 0001 0304 893X); North Bristol NHS Trust, Department of Urology, Bristol, UK (GRID:grid.418484.5) (ISNI:0000 0004 0380 7221)
576 Duke-NUS Medical School, Centre for Computational Biology, Singapore, Singapore (GRID:grid.428397.3) (ISNI:0000 0004 0385 0924); Duke-NUS Medical School, Programme in Cancer and Stem Cell Biology, Singapore, Singapore (GRID:grid.428397.3) (ISNI:0000 0004 0385 0924); National Heart Centre Singapore, SingHealth, Duke-NUS Institute of Precision Medicine, Singapore, Singapore (GRID:grid.419385.2) (ISNI:0000 0004 0620 9905)
577 Vector Institute, Toronto, Canada (GRID:grid.494618.6); University of Toronto, Department of Computer Science, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938)
578 University of Bern, Department for Biomedical Research, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157); University Hospital of Bern, University of Bern, Bern Center for Precision Medicine, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157); Weill Cornell Medicine and New York Presbyterian Hospital, Englander Institute for Precision Medicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); Meyer Cancer Center, Weill Cornell Medicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); Weill Cornell Medical College, Pathology and Laboratory, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X)
579 The Barcelona Institute of Science and Technology, Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); Universitat Pompeu Fabra, Research Program on Biomedical Informatics, Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); Vall d’Hebron Institute of Oncology: VHIO, Barcelona, Spain (GRID:grid.411083.f) (ISNI:0000 0001 0675 8654)
580 University and Hospital Trust of Verona, General and Hepatobiliary-Biliary Surgery, Pancreas Institute, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X)
581 Memorial Sloan Kettering Cancer Center, Computational Biology Center, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952); ETH Zurich, Department of Biology, Zürich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780); ETH Zurich, Department of Computer Science, Zurich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780); SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland (GRID:grid.419765.8) (ISNI:0000 0001 2223 3006); Weill Cornell Medical College, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X); University Hospital Zurich, Zurich, Switzerland (GRID:grid.412004.3) (ISNI:0000 0004 0478 9977)
582 The Barcelona Institute of Science and Technology, Institute for Research in Biomedicine (IRB Barcelona), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); Universitat Pompeu Fabra, Research Program on Biomedical Informatics, Barcelona, Spain (GRID:grid.5612.0) (ISNI:0000 0001 2172 2676); Tata Institute of Fundamental Research, National Centre for Biological Sciences, Bangalore, India (GRID:grid.22401.35) (ISNI:0000 0004 0502 9283)
583 Vancouver Prostate Centre, Vancouver, Canada (GRID:grid.412541.7) (ISNI:0000 0001 0684 7796); Simon Fraser University, Burnaby, Canada (GRID:grid.61971.38) (ISNI:0000 0004 1936 7494); Indiana University, Bloomington, USA (GRID:grid.411377.7) (ISNI:0000 0001 0790 959X)
584 Department of Pathology, GZA-ZNA Hospitals, Antwerp, Belgium (GRID:grid.428965.4) (ISNI:0000 0004 7536 2436)
585 Analytical Biological Services, Inc, Wilmington, USA (GRID:grid.422639.8) (ISNI:0000 0004 0372 3861)
586 University and Hospital Trust of Verona, Department of Surgery, Pancreas Institute, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X); University of Sydney, Sydney Medical School, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X)
587 Memorial Sloan Kettering Cancer Center, Computational Biology Center, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952); Harvard Medical School, cBio Center, Dana-Farber Cancer Institute, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Harvard Medical School, Department of Cell Biology, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
588 Advanced Centre for Treatment Research and Education in Cancer, Tata Memorial Centre, Navi Mumbai, India (GRID:grid.410869.2) (ISNI:0000 0004 1766 7522)
589 University of New South Wales (UNSW Sydney), Cancer Division, Garvan Institute of Medical Research, Kinghorn Cancer Centre, Sydney, Australia (GRID:grid.1005.4) (ISNI:0000 0004 4902 0432); The University of Newcastle, School of Environmental and Life Sciences, Faculty of Science, Ourimbah, Australia (GRID:grid.266842.c) (ISNI:0000 0000 8831 109X)
590 German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); University Hospital of Essen, Department of Dermatology, Essen, Germany (GRID:grid.410718.b) (ISNI:0000 0001 0262 7331)
591 German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Research Center (DKFZ), Bioinformatics and Omics Data Analytics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
592 Charité Universitätsmedizin Berlin, Department of Urology, Berlin, Germany (GRID:grid.6363.0) (ISNI:0000 0001 2218 4662); University Medical Center Hamburg-Eppendorf, Martini-Clinic, Prostate Cancer Center, Hamburg, Germany (GRID:grid.13648.38) (ISNI:0000 0001 2180 3484)
593 University of Kiel, Department of General Internal Medicine, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986)
594 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Dana-Farber Cancer Institute, Department of Medical Oncology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910); Dana-Farber Cancer Institute, Department of Cancer Biology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910)
595 European Bioinformatics Institute (EMBL-EBI), European Molecular Biology Laboratory, Cambridge, UK (GRID:grid.225360.0) (ISNI:0000 0000 9709 7726); Max Delbrück Center for Molecular Medicine, Berlin Institute for Medical Systems Biology, Berlin, Germany (GRID:grid.419491.0) (ISNI:0000 0001 1014 0849); German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); German Cancer Consortium (DKTK), Partner site Berlin, Berlin, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
596 University of Sydney, Melanoma Institute Australia, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); Royal Prince Alfred Hospital, Tissue Pathology and Diagnostic Oncology, Sydney, Australia (GRID:grid.413249.9) (ISNI:0000 0004 0385 0051); University of Sydney, Sydney Medical School, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X)
597 Beth Israel Deaconess Medical Center, Cancer Research Institute, Boston, USA (GRID:grid.239395.7) (ISNI:0000 0000 9011 8547)
598 University of Pittsburgh, Pittsburgh, USA (GRID:grid.21925.3d) (ISNI:0000 0004 1936 9000)
599 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Massachusetts Eye and Ear, Harvard Medical School, Department of Ophthalmology and Ocular Genomics Institute, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
600 NorthShore University HealthSystem, Center for Psychiatric Genetics, Evanston, USA (GRID:grid.240372.0) (ISNI:0000 0004 0400 4439)
601 University of Toronto, Department of Laboratory Medicine and Pathobiology, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938)
602 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Dana-Farber Cancer Institute, Department of Cancer Biology, Boston, USA (GRID:grid.65499.37) (ISNI:0000 0001 2106 9910)
603 Harvard Medical School, cBio Center, Dana-Farber Cancer Institute, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Harvard Medical School, Department of Cell Biology, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
604 Van Andel Research Institute, Grand Rapids, USA (GRID:grid.251017.0) (ISNI:0000 0004 0406 2057)
605 University of Toronto, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938)
606 National Cancer Center Research Institute, National Cancer Center, Division of Cancer Genomics, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385); University of Tokyo, Laboratory of Molecular Medicine, Human Genome Center, Institute of Medical Science, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X)
607 Japan Agency for Medical Research and Development, Tokyo, Japan (GRID:grid.480536.c) (ISNI:0000 0004 5373 4593)
608 Korea University, Seoul, South Korea (GRID:grid.222754.4) (ISNI:0000 0001 0840 2678)
609 Annai Systems, Inc, Carlsbad, USA (GRID:grid.26999.3d)
610 Stanford University School of Medicine, Department of Genetics, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956)
611 Walter Reed National Military Medical Center, Murtha Cancer Center, Bethesda, USA (GRID:grid.414467.4) (ISNI:0000 0001 0560 6544)
612 University of Copenhagen, Finsen Laboratory and Biotech Research and Innovation Centre (BRIC), Copenhagen, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X)
613 Ulm University and Ulm University Medical Center, Institute of Human Genetics, Ulm, Germany (GRID:grid.410712.1) (ISNI:0000 0004 0473 882X); University of Kiel, Human Genetics, Kiel, Germany (GRID:grid.9764.c) (ISNI:0000 0001 2153 9986)
614 Harvard Medical School, Department of Pathology, Brigham and Women’s Hospital, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Dana-Farber Cancer Institute, Harvard Medical School, Department of Oncologic Pathology, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
615 Ontario Institute for Cancer Research, Computational Biology Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); University of Toronto, Department of Computer Science, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938)
616 University and Hospital Trust of Verona, Department of Surgery, Pancreas Institute, Verona, Italy (GRID:grid.411475.2) (ISNI:0000 0004 1756 948X); Memorial Sloan Kettering Cancer Center, Department of Surgery, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952)
617 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Stanford University School of Medicine, Department of Genetics, Stanford, USA (GRID:grid.168010.e) (ISNI:0000000419368956)
618 University of North Carolina at Chapel Hill, Department of Genetics, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208)
619 Oregon Health and Science University, Portland, USA (GRID:grid.5288.7) (ISNI:0000 0000 9758 5690)
620 The University of Texas MD Anderson Cancer Center, Center for RNA Interference and Noncoding RNA, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); The University of Texas MD Anderson Cancer Center, Department of Experimental Therapeutics, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); The University of Texas MD Anderson Cancer Center, Department of Gynecologic Oncology and Reproductive Medicine, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776)
621 University Hospitals Coventry and Warwickshire NHS Trust, Coventry, UK (GRID:grid.15628.38) (ISNI:0000 0004 0393 1193)
622 Radboud University Nijmegen Medical Centre, Department of Radiation Oncology, Nijmegen, The Netherlands (GRID:grid.10417.33) (ISNI:0000 0004 0444 9382)
623 University of Chicago, Institute for Genomics and Systems Biology, Chicago, USA (GRID:grid.170205.1) (ISNI:0000 0004 1936 7822)
624 Clinic for Hematology and Oncology, St.-Antonius-Hospital, Eschweiler, Germany (GRID:grid.459927.4) (ISNI:0000 0000 8785 9045)
625 ETH Zurich, Department of Biology, Zürich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780); SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland (GRID:grid.419765.8) (ISNI:0000 0001 2223 3006); Korea University, Seoul, South Korea (GRID:grid.222754.4) (ISNI:0000 0001 0840 2678); Memorial Sloan Kettering Cancer Center, Computational and Systems Biology Program, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952)
626 University of Iceland, Reykjavik, Iceland (GRID:grid.14013.37) (ISNI:0000 0004 0640 0021)
627 European Bioinformatics Institute (EMBL-EBI), European Molecular Biology Laboratory, Cambridge, UK (GRID:grid.225360.0) (ISNI:0000 0000 9709 7726); European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X); German Cancer Research Center (DKFZ), Division of Computational Genomics and Systems Genetics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
628 Ninewells Hospital, Dundee Cancer Centre, Dundee, UK (GRID:grid.416266.1) (ISNI:0000 0000 9009 9462)
629 University of Ulm and University Hospital of Ulm, Department for Internal Medicine III, Ulm, Germany (GRID:grid.410712.1) (ISNI:0000 0004 0473 882X)
630 University of California Santa Cruz, Department of Biomolecular Engineering, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917); University of California Santa Cruz, UC Santa Cruz Genomics Institute, Santa Cruz, USA (GRID:grid.205975.c) (ISNI:0000 0001 0740 6917)
631 China National GeneBank-Shenzhen, Shenzhen, China (GRID:grid.507779.b) (ISNI:0000 0004 4910 5858); Institut Curie, INSERM Unit 830, Paris, France (GRID:grid.418596.7) (ISNI:0000 0004 0639 6384)
632 University of Tokyo, Genome Science Division, Research Center for Advanced Science and Technology, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X); Yokohama City University Graduate School of Medicine, Department of Gastroenterology and Hepatology, Kanagawa, Japan (GRID:grid.268441.d) (ISNI:0000 0001 1033 6139)
633 Radboud University Nijmegen Medical Centre, Department of Laboratory Medicine, Nijmegen, The Netherlands (GRID:grid.10417.33) (ISNI:0000 0004 0444 9382)
634 German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany (GRID:grid.461742.2) (ISNI:0000 0000 8855 0365); German Cancer Research Center (DKFZ), Division of Cancer Genome Research, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
635 Singapore General Hospital, Department of General Surgery, Singapore, Singapore (GRID:grid.163555.1) (ISNI:0000 0000 9486 5048)
636 Duke-NUS Medical School, Programme in Cancer and Stem Cell Biology, Singapore, Singapore (GRID:grid.428397.3) (ISNI:0000 0004 0385 0924); Genome Institute of Singapore, Singapore, Singapore (GRID:grid.418377.e) (ISNI:0000 0004 0620 715X); National Heart Centre Singapore, SingHealth, Duke-NUS Institute of Precision Medicine, Singapore, Singapore (GRID:grid.419385.2) (ISNI:0000 0004 0620 9905); National University of Singapore, Cancer Science Institute of Singapore, Singapore, Singapore (GRID:grid.4280.e) (ISNI:0000 0001 2180 6431)
637 University of Tokyo, Laboratory of Molecular Medicine, Human Genome Center, Institute of Medical Science, Tokyo, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X)
638 Genome-Scale Biology Research Program, University of Helsinki, Department of Medical and Clinical Genetics, Helsinki, Finland (GRID:grid.7737.4) (ISNI:0000 0004 0410 2071)
639 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); The Francis Crick Institute, London, UK (GRID:grid.451388.3) (ISNI:0000 0004 1795 1830)
640 Cambridge University Hospitals NHS Foundation Trust, East Anglian Medical Genetics Service, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386)
641 University of Cambridge, Li Ka Shing Centre, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); Columbia University, Irving Institute for Cancer Dynamics, New York, USA (GRID:grid.21729.3f) (ISNI:0000000419368729)
642 Duke-NUS Medical School, Programme in Cancer and Stem Cell Biology, Singapore, Singapore (GRID:grid.428397.3) (ISNI:0000 0004 0385 0924); National Heart Centre Singapore, SingHealth, Duke-NUS Institute of Precision Medicine, Singapore, Singapore (GRID:grid.419385.2) (ISNI:0000 0004 0620 9905); National University of Singapore, Cancer Science Institute of Singapore, Singapore, Singapore (GRID:grid.4280.e) (ISNI:0000 0001 2180 6431); Institute of Molecular and Cell Biology, Singapore, Singapore (GRID:grid.418812.6) (ISNI:0000 0004 0620 9243); National Cancer Centre Singapore, Laboratory of Cancer Epigenome, Division of Medical Science, Singapore, Singapore (GRID:grid.410724.4) (ISNI:0000 0004 0620 9745)
643 Universidade de Santiago de Compostela, Centre for Research in Molecular Medicine and Chronic Diseases (CiMUS), Santiago de Compostela, Spain (GRID:grid.11794.3a) (ISNI:0000000109410645); (CiMUS), Universidade de Santiago de Compostela, Department of Zoology, Genetics and Physical Anthropology, Santiago de Compostela, Spain (GRID:grid.11794.3a) (ISNI:0000000109410645)
644 Universite Lyon, INCa-Synergie, Centre Léon Bérard, Lyon, France (GRID:grid.434706.2)
645 Mayo Clinic, Department of Urology, Rochester, USA (GRID:grid.66875.3a) (ISNI:0000 0004 0459 167X)
646 Royal National Orthopaedic Hospital - Stanmore, Stanmore, UK (GRID:grid.416177.2) (ISNI:0000 0004 0417 7890)
647 Universidade de Vigo, The Biomedical Research Centre (CINBIO), Vigo, Spain (GRID:grid.6312.6) (ISNI:0000 0001 2097 6738); University of Vigo, Department of Biochemistry, Genetics and Immunology, Vigo, Spain (GRID:grid.6312.6) (ISNI:0000 0001 2097 6738)
648 Giovanni Paolo II / I.R.C.C.S. Cancer Institute, Bari, Italy (GRID:grid.6312.6)
649 Institute of Pharmacy and Molecular Biotechnology and BioQuant, Heidelberg University, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373); Neuroblastoma Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
650 Barcelona Supercomputing Center (BSC), Barcelona, Spain (GRID:grid.10097.3f) (ISNI:0000 0004 0387 1602); Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain (GRID:grid.425902.8) (ISNI:0000 0000 9601 989X)
651 Fondazione Policlinico Universitario Gemelli IRCCS, Rome, Italy, Rome, Italy (GRID:grid.414603.4); University of Verona, Verona, Italy (GRID:grid.5611.3) (ISNI:0000 0004 1763 1124)
652 Centre National de Génotypage, CEA - Institute de Génomique, Evry, France (GRID:grid.418135.a) (ISNI:0000 0004 0641 3404)
653 Maastricht University, CAPHRI Research School, Maastricht, The Netherlands (GRID:grid.5012.6) (ISNI:0000 0001 0481 6099)
654 Centre Léon Bérard, Department of Biopathology, Lyon, France (GRID:grid.418116.b) (ISNI:0000 0001 0200 3174); Université Claude Bernard Lyon 1, Villeurbanne, France (GRID:grid.7849.2) (ISNI:0000 0001 2150 7757)
655 Barcelona Institute of Science and Technology (BIST), CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299)
656 Nottingham University Hospitals NHS Trust, Nottingham, UK (GRID:grid.240404.6) (ISNI:0000 0001 0440 1889); University Health Network, Princess Margaret Cancer Centre, Toronto, Canada (GRID:grid.415224.4) (ISNI:0000 0001 2150 066X)
657 RIKEN Center for Integrative Medical Sciences, Laboratory for Medical Science Mathematics, Yokohama, Japan (GRID:grid.509459.4) (ISNI:0000 0004 0472 0267); Core Research for Evolutional Science and Technology (CREST), JST, Tokyo, Japan (GRID:grid.419082.6) (ISNI:0000 0004 1754 9200); University of Tokyo, Department of Biological Sciences, Laboratory for Medical Science Mathematics, Graduate School of Science, Yokohama, Japan (GRID:grid.26999.3d) (ISNI:0000 0001 2151 536X); Tokyo Medical and Dental University (TMDU), Department of Medical Science Mathematics, Medical Research Institute, Tokyo, Japan (GRID:grid.265073.5) (ISNI:0000 0001 1014 9130)
658 Universidade de Santiago de Compostela, Centre for Research in Molecular Medicine and Chronic Diseases (CiMUS), Santiago de Compostela, Spain (GRID:grid.11794.3a) (ISNI:0000000109410645); (CiMUS), Universidade de Santiago de Compostela, Department of Zoology, Genetics and Physical Anthropology, Santiago de Compostela, Spain (GRID:grid.11794.3a) (ISNI:0000000109410645); Universidade de Vigo, The Biomedical Research Centre (CINBIO), Vigo, Spain (GRID:grid.6312.6) (ISNI:0000 0001 2097 6738); Wellcome Sanger Institute, Cancer Ageing and Somatic Mutation Programme, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382)
659 University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK (GRID:grid.412563.7) (ISNI:0000 0004 0376 6589)
660 Queen’s University, Centre for Cancer Research and Cell Biology, Belfast, UK (GRID:grid.4777.3) (ISNI:0000 0004 0374 7521)
661 The University of Texas MD Anderson Cancer Center, Breast Medical Oncology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776)
662 Royal Stoke University Hospital, Stoke-on-Trent, UK (GRID:grid.439344.d) (ISNI:0000 0004 0641 6760); Johns Hopkins University School of Medicine, Department of Pathology, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311); Johns Hopkins University School of Medicine, Department of Surgery, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311)
663 Uppsala University, Department of Cell and Molecular Biology, Science for Life Laboratory, Uppsala, Sweden (GRID:grid.8993.b) (ISNI:0000 0004 1936 9457); Karolinska Institute, Department of Oncology-Pathology, Science for Life Laboratory, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626)
664 University of Southampton, School of Cancer Sciences, Faculty of Medicine, Southampton, UK (GRID:grid.5491.9) (ISNI:0000 0004 1936 9297)
665 Tallinn University of Technology, Department of Gene Technology, Tallinn, Estonia (GRID:grid.6988.f) (ISNI:0000000110107715); SickKids Research Institute, The Hospital for Sick Children, Genetics and Genome Biology Program, Toronto, Canada (GRID:grid.42327.30) (ISNI:0000 0004 0473 9646)
666 Winship Cancer Institute and School of Medicine, Emory University, Departments of Neurosurgery and Hematology and Medical Oncology, Atlanta, USA (GRID:grid.189967.8) (ISNI:0000 0001 0941 6502)
667 University Health Network, Toronto General Hospital, Department of Pathology, Toronto, Canada (GRID:grid.417184.f) (ISNI:0000 0001 0661 1177)
668 Barcelona Supercomputing Center (BSC), Barcelona, Spain (GRID:grid.10097.3f) (ISNI:0000 0004 0387 1602); Norwegian University of Science and Technology, Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Trondheim, Norway (GRID:grid.5947.f) (ISNI:0000 0001 1516 2393)
669 University of Toronto, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); Argmix Consulting, North Vancouver, Canada (GRID:grid.17063.33)
670 Ghent University, Department of Plant Biotechnology and Bioinformatics, Ghent, Belgium (GRID:grid.5342.0) (ISNI:0000 0001 2069 7798); Ghent University, Interuniversitair Micro-Electronica Centrum (IMEC), Department of Information Technology, Ghent, Belgium (GRID:grid.5342.0) (ISNI:0000 0001 2069 7798)
671 University of Oxford, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948); University of Oxford, Nuffield Department of Surgical Sciences, John Radcliffe Hospital, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948)
672 University of Latvia, Institute of Mathematics and Computer Science, Riga, Latvia (GRID:grid.9845.0) (ISNI:0000 0001 0775 3222)
673 University of Sydney, Discipline of Pathology, Sydney Medical School, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X)
674 Institut Curie, INSERM Unit 830, Paris, France (GRID:grid.418596.7) (ISNI:0000 0004 0639 6384)
675 QIMR Berghofer Medical Research Institute, Department of Genetics and Computational Biology, Brisbane, Australia (GRID:grid.1049.c) (ISNI:0000 0001 2294 1395); University of Oxford, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948)
676 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); Centre for Mathematical Sciences, University of Cambridge, Department of Applied Mathematics and Theoretical Physics, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); Memorial Sloan Kettering Cancer Center, Department of Epidemiology and Biostatistics, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952); Columbia University, Department of Statistics, New York, USA (GRID:grid.21729.3f) (ISNI:0000000419368729)
677 University of Queensland, St. Lucia, Institute for Molecular Bioscience, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537)
678 Uppsala University, Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala, Sweden (GRID:grid.8993.b) (ISNI:0000 0004 1936 9457)
679 The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Xi’an Jiaotong University, School of Computer Science and Technology, Xi’an, China (GRID:grid.43169.39) (ISNI:0000 0001 0599 1243); Xi’an Jiaotong University, School of Electronic and Information Engineering, Xi’an, China (GRID:grid.43169.39) (ISNI:0000 0001 0599 1243)
680 The University of Texas MD Anderson Cancer Center, Department of Bioinformatics and Computational Biology, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); Baylor College of Medicine, Quantitative and Computational Biosciences Graduate Program, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X)
681 Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386); Cambridge University Hospitals NHS Foundation Trust, Department of Histopathology, Cambridge, UK (GRID:grid.24029.3d) (ISNI:0000 0004 0383 8386)
682 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); University of Oxford, Big Data Institute, Li Ka Shing Centre, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948); University of Oxford, Oxford NIHR Biomedical Research Centre, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948)
683 Georgia Regents University Cancer Center, Augusta, USA (GRID:grid.410427.4) (ISNI:0000 0001 2284 9329)
684 European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X); University of Copenhagen, Finsen Laboratory and Biotech Research and Innovation Centre (BRIC), Copenhagen, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X); Charité Universitätsmedizin Berlin, Department of Urology, Berlin, Germany (GRID:grid.6363.0) (ISNI:0000 0001 2218 4662)
685 Wythenshawe Hospital, Manchester, UK (GRID:grid.417286.e) (ISNI:0000 0004 0422 2524)
686 The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Washington University School of Medicine, St. Louis, Department of Medicine and Department of Genetics, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Washington University School of Medicine, Department of Genetics, St.Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002)
687 German Cancer Research Center (DKFZ), Division of Theoretical Bioinformatics, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584); Leibniz Institute of Baltic Sea Research, Department of Biological Oceanography, Rostock, Germany (GRID:grid.423940.8) (ISNI:0000 0001 2188 0463)
688 Barcelona Institute of Science and Technology (BIST), CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona, Spain (GRID:grid.473715.3) (ISNI:0000 0004 6475 7299); University of Oxford, Wellcome Centre for Human Genetics, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948)
689 Baylor College of Medicine, Human Genome Sequencing Center, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X); Baylor College of Medicine, Department of Molecular and Human Genetics, Houston, USA (GRID:grid.39382.33) (ISNI:0000 0001 2160 926X)
690 Thoracic Oncology Laboratory, Mayo Clinic, Rochester, USA (GRID:grid.66875.3a) (ISNI:0000 0004 0459 167X)
691 Ontario Institute for Cancer Research, Computational Biology Program, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X); Ontario Institute for Cancer Research, PanCuRx Translational Research Initiative, Toronto, Canada (GRID:grid.419890.d) (ISNI:0000 0004 0626 690X)
692 The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Institute for Genomic Medicine, Nationwide Children’s Hospital, Columbus, USA (GRID:grid.240344.5) (ISNI:0000 0004 0392 3476)
693 Division of Gynecologic Oncology, Mayo Clinic, Department of Obstetrics and Gynecology, Rochester, USA (GRID:grid.66875.3a) (ISNI:0000 0004 0459 167X)
694 Vector Institute, Toronto, Canada (GRID:grid.494618.6); University of Toronto, The Donnelly Centre, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938); University of Toronto, Department of Computer Science, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938)
695 International Institute for Molecular Oncology, Poznań, Poland (GRID:grid.510975.f) (ISNI:0000 0004 6004 7353); Poznan University of Medical Sciences, Poznań, Poland (GRID:grid.22254.33) (ISNI:0000 0001 2205 0971)
696 German Cancer Research Center (DKFZ), Genomics and Proteomics Core Facility High Throughput Sequencing Unit, Heidelberg, Germany (GRID:grid.7497.d) (ISNI:0000 0004 0492 0584)
697 National Cancer Centre Singapore, NCCS-VARI Translational Research Laboratory, Singapore, Singapore (GRID:grid.410724.4) (ISNI:0000 0004 0620 9745)
698 Canada’s Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, Canada (GRID:grid.434706.2) (ISNI:0000 0004 0410 5424); The McDonnell Genome Institute at Washington University, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002)
699 Washington University, Edison Family Center for Genome Sciences and Systems Biology, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002)
700 University of Toronto, Department of Medical Biophysics, Toronto, Canada (GRID:grid.17063.33) (ISNI:0000 0001 2157 2938)
701 University of Glasgow, Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X); MRC-University of Glasgow Centre for Virus Research, Glasgow, UK (GRID:grid.301713.7) (ISNI:0000 0004 0393 3981)
702 Annai Systems, Inc, Carlsbad, USA (GRID:grid.32224.35)
703 Oregon Health and Science University, Department of Medical Informatics and Clinical Epidemiology, Division of Bioinformatics and Computational Biology, OHSU Knight Cancer Institute, Portland, USA (GRID:grid.5288.7) (ISNI:0000 0000 9758 5690)
704 Huazhong University of Science and Technology, School of Electronic Information and Communications, Wuhan, China (GRID:grid.33199.31) (ISNI:0000 0004 0368 7223)
705 Xi’an Jiaotong University, School of Computer Science and Technology, Xi’an, China (GRID:grid.43169.39) (ISNI:0000 0001 0599 1243)
706 Peking University Cancer Hospital and Institute, Laboratory of Molecular Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Beijing, China (GRID:grid.412474.0) (ISNI:0000 0001 0027 0586)
707 Johns Hopkins University, Department of Applied Mathematics and Statistics, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311)
708 National Cancer Center Research Institute, National Cancer Center, Division of Cancer Genomics, Tokyo, Japan (GRID:grid.272242.3) (ISNI:0000 0001 2168 5385); Osaka University, Department of Cancer Genome Informatics, Graduate School of Medicine, Osaka, Japan (GRID:grid.136593.b) (ISNI:0000 0004 0373 3971)
709 European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X); Heidelberg University, Institute of Computer Science, Heidelberg, Germany (GRID:grid.7700.0) (ISNI:0000 0001 2190 4373)
710 University of Sydney, School of Mathematics and Statistics, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X)
711 University of Chicago, Ben May Department for Cancer Research, Chicago, USA (GRID:grid.170205.1) (ISNI:0000 0004 1936 7822); University of Chicago, Department of Human Genetics, Chicago, USA (GRID:grid.170205.1) (ISNI:0000 0004 1936 7822)
712 New York Genome Center, New York, USA (GRID:grid.429884.b) (ISNI:0000 0004 1791 0895); Tri-Institutional PhD Program in Computational Biology and Medicine, Weill Cornell Medicine, New York, USA (GRID:grid.5386.8) (ISNI:000000041936877X)
713 Xi’an Jiaotong University, School of Electronic and Information Engineering, Xi’an, China (GRID:grid.43169.39) (ISNI:0000 0001 0599 1243); Xi’an Jiaotong University, The First Affiliated Hospital, Xi’an, China (GRID:grid.43169.39) (ISNI:0000 0001 0599 1243)
714 Washington University School of Medicine, St. Louis, Department of Medicine and Department of Genetics, St. Louis, USA (GRID:grid.4367.6) (ISNI:0000 0001 2355 7002); Memorial Sloan Kettering Cancer Center, Department of Epidemiology and Biostatistics, New York, USA (GRID:grid.51462.34) (ISNI:0000 0001 2171 9952)
715 Seoul National University Hospital, Department of Internal Medicine, Seoul, South Korea (GRID:grid.412484.f) (ISNI:0000 0001 0302 820X)
716 The Chinese University of Hong Kong, Department of Medicine and Therapeutics, Shatin, NT, China (GRID:grid.10784.3a) (ISNI:0000 0004 1937 0482)
717 The University of Texas MD Anderson Cancer Center, Department of Biostatistics, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776)
718 Duke-NUS Medical School, Singapore, Singapore (GRID:grid.428397.3) (ISNI:0000 0004 0385 0924)
719 Shanghai Jiaotong University School of Medicine, Department of Surgery, Ruijin Hospital, Shanghai, China (GRID:grid.16821.3c) (ISNI:0000 0004 0368 8293)
720 University of Cambridge, Li Ka Shing Centre, Cancer Research UK Cambridge Institute, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934); University of Glasgow, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X); University of Glasgow, School of Computing Science, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X)
721 Oslo University Hospital, Division of Orthopaedic Surgery, Oslo, Norway (GRID:grid.55325.34) (ISNI:0000 0004 0389 8485)
722 Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK (GRID:grid.10306.34) (ISNI:0000 0004 0606 5382); Universidade de Santiago de Compostela, Centre for Research in Molecular Medicine and Chronic Diseases (CiMUS), Santiago de Compostela, Spain (GRID:grid.11794.3a) (ISNI:0000000109410645); (CiMUS), Universidade de Santiago de Compostela, Department of Zoology, Genetics and Physical Anthropology, Santiago de Compostela, Spain (GRID:grid.11794.3a) (ISNI:0000000109410645); Universidade de Vigo, The Biomedical Research Centre (CINBIO), Vigo, Spain (GRID:grid.6312.6) (ISNI:0000 0001 2097 6738)
723 National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany (GRID:grid.461742.2) (ISNI:0000 0000 8855 0365)
724 Monash University, Eastern Clinical School, Melbourne, Australia (GRID:grid.1002.3) (ISNI:0000 0004 1936 7857); Epworth HealthCare, Richmond, Australia (GRID:grid.414539.e) (ISNI:0000 0001 0459 5396)
725 Broad Institute of MIT and Harvard, Cambridge, USA (GRID:grid.66859.34) (ISNI:0000 0004 0546 1623); Dana-Farber Cancer Institute and Harvard Medical School, Department of Biostatistics and Computational Biology, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
726 Peking University, Beijing, China (GRID:grid.11135.37) (ISNI:0000 0001 2256 9319)
727 Second Military Medical University, Shanghai, China (GRID:grid.73113.37) (ISNI:0000 0004 0369 1660)
728 The University of Texas Health Science Center at Houston, Houston, USA (GRID:grid.267308.8) (ISNI:0000 0000 9206 2401); Xi’an Jiaotong University, School of Computer Science and Technology, Xi’an, China (GRID:grid.43169.39) (ISNI:0000 0001 0599 1243)
729 Yale University, Program in Computational Biology and Bioinformatics, New Haven, USA (GRID:grid.47100.32) (ISNI:0000000419368710); The Ohio State University, Department of Biomedical Informatics, College of Medicine, Columbus, USA (GRID:grid.261331.4) (ISNI:0000 0001 2285 7943); The Ohio State University Comprehensive Cancer Center (OSUCCC – James), Columbus, USA (GRID:grid.413944.f) (ISNI:0000 0001 0447 4797)
730 The University of Texas School of Biomedical Informatics (SBMI) at Houston, Houston, USA (GRID:grid.267308.8) (ISNI:0000 0000 9206 2401)
731 The University of Texas MD Anderson Cancer Center, Department of Biostatistics, Houston, USA (GRID:grid.240145.6) (ISNI:0000 0001 2291 4776); University of North Carolina at Chapel Hill, Department of Biostatistics, Chapel Hill, USA (GRID:grid.10698.36) (ISNI:0000000122483208)
732 Feinberg School of Medicine, Northwestern University, Department of Biochemistry and Molecular Genetics, Chicago, USA (GRID:grid.16753.36) (ISNI:0000 0001 2299 3507)
733 University of Sydney, Centre for Cancer Research, The Westmead Institute for Medical Research, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X); Westmead Hospital, Department of Gynaecological Oncology, Sydney, Australia (GRID:grid.413252.3) (ISNI:0000 0001 0180 6477); University of Sydney, Faculty of Medicine and Health, Sydney, Australia (GRID:grid.1013.3) (ISNI:0000 0004 1936 834X)
734 Erasmus Medical Center Rotterdam, Department of Pathology, Rotterdam, The Netherlands (GRID:grid.5645.2) (ISNI:000000040459992X)
735 The Netherlands Cancer Institute, Division of Molecular Carcinogenesis, Amsterdam, The Netherlands (GRID:grid.430814.a) (ISNI:0000 0001 0674 1393)
736 University of Zurich, Institute of Molecular Life Sciences, Zurich, Switzerland (GRID:grid.7400.3) (ISNI:0000 0004 1937 0650); University of Zurich, Institute of Molecular Life Sciences and Swiss Institute of Bioinformatics, Zurich, Switzerland (GRID:grid.7400.3) (ISNI:0000 0004 1937 0650)