The Constrained Maximal Expression Level Owing to Haploidy Shapes Gene Content on the Mammalian X Chromosome
dc.contributor.author | Hurst, Laurence D. | |
dc.contributor.author | Ghanbarian, Avazeh T. | |
dc.contributor.author | Forrest, Alistair R.R. | |
dc.contributor.author | Huminiecki, Lukasz | |
dc.contributor.author | Rehli, Michael | |
dc.contributor.author | Kenneth Baillie, J. | |
dc.contributor.author | de Hoon, Michiel J.L. | |
dc.contributor.author | Haberle, Vanja | |
dc.contributor.author | Lassmann, Timo | |
dc.contributor.author | Kulakovskiy, Ivan V. | |
dc.contributor.author | Lizio, Marina | |
dc.contributor.author | Itoh, Masayoshi | |
dc.contributor.author | Andersson, Robin | |
dc.contributor.author | Mungall, Christopher J. | |
dc.contributor.author | Meehan, Terrence F. | |
dc.contributor.author | Schmeier, Sebastian | |
dc.contributor.author | Bertin, Nicolas | |
dc.contributor.author | Jørgensen, Mette | |
dc.contributor.author | Dimont, Emmanuel | |
dc.contributor.author | Arner, Erik | |
dc.contributor.author | Schmidl, Christian | |
dc.contributor.author | Schaefer, Ulf | |
dc.contributor.author | Medvedeva, Yulia | |
dc.contributor.author | Plessy, Charles | |
dc.contributor.author | Vitezic, Morana | |
dc.contributor.author | Severin, Jessica | |
dc.contributor.author | Semple, Colin A. | |
dc.contributor.author | Ishizu, Yuri | |
dc.contributor.author | Young, Robert S. | |
dc.contributor.author | Francescatto, Margherita | |
dc.contributor.author | Alam, Intikhab | |
dc.contributor.author | Albanese, Davide | |
dc.contributor.author | Altschuler, Gabriel M. | |
dc.contributor.author | Arakawa, Takahiro | |
dc.contributor.author | Archer, John A.C. | |
dc.contributor.author | Arner, Peter | |
dc.contributor.author | Babina, Magda | |
dc.contributor.author | Baker, Sarah | |
dc.contributor.author | Balwierz, Piotr J. | |
dc.contributor.author | Beckhouse, Anthony G. | |
dc.contributor.author | Pradhan, Swati Bhatt | |
dc.contributor.author | Blake, Judith A. | |
dc.contributor.author | Blumenthal, Antje | |
dc.contributor.author | Bodega, Beatrice | |
dc.contributor.author | Bonetti, Alessandro | |
dc.contributor.author | Briggs, James | |
dc.contributor.author | Brombacher, Frank | |
dc.contributor.author | Maxwell Burroughs, A. | |
dc.contributor.author | Califano, Andrea | |
dc.contributor.author | Cannistraci, Carlo | |
dc.contributor.author | Carbajo, Daniel | |
dc.contributor.author | Chen, Yun | |
dc.contributor.author | Chierici, Marco | |
dc.contributor.author | Ciani, Yari | |
dc.contributor.author | Clevers, Hans C. | |
dc.contributor.author | Dalla, Emiliano | |
dc.contributor.author | Davis, Carrie A. | |
dc.contributor.author | Detmar, Michael | |
dc.contributor.author | Diehl, Alexander D. | |
dc.contributor.author | Dohi, Taeko | |
dc.contributor.author | Drabløs, Finn | |
dc.contributor.author | Edge, Albert S.B. | |
dc.contributor.author | Edinger, Matthias | |
dc.contributor.author | Ekwall, Karl | |
dc.contributor.author | Endoh, Mitsuhiro | |
dc.contributor.author | Enomoto, Hideki | |
dc.contributor.author | Fagiolini, Michela | |
dc.contributor.author | Fairbairn, Lynsey | |
dc.contributor.author | Fang, Hai | |
dc.contributor.author | Farach-Carson, Mary C. | |
dc.contributor.author | Faulkner, Geoffrey J. | |
dc.contributor.author | Favorov, Alexander V. | |
dc.contributor.author | Fisher, Malcolm E. | |
dc.contributor.author | Frith, Martin C. | |
dc.contributor.author | Fujita, Rie | |
dc.contributor.author | Fukuda, Shiro | |
dc.contributor.author | Furlanello, Cesare | |
dc.contributor.author | Furuno, Masaaki | |
dc.contributor.author | Furusawa, Jun ichi | |
dc.contributor.author | Geijtenbeek, Teunis B. | |
dc.contributor.author | Gibson, Andrew | |
dc.contributor.author | Gingeras, Thomas | |
dc.contributor.author | Goldowitz, Daniel | |
dc.contributor.author | Gough, Julian | |
dc.contributor.author | Guhl, Sven | |
dc.contributor.author | Guler, Reto | |
dc.contributor.author | Gustincich, Stefano | |
dc.contributor.author | Ha, Thomas J. | |
dc.contributor.author | Hamaguchi, Masahide | |
dc.contributor.author | Hara, Mitsuko | |
dc.contributor.author | Harbers, Matthias | |
dc.contributor.author | Harshbarger, Jayson | |
dc.contributor.author | Hasegawa, Akira | |
dc.contributor.author | Hasegawa, Yuki | |
dc.contributor.author | Hashimoto, Takehiro | |
dc.contributor.author | Herlyn, Meenhard | |
dc.contributor.author | Hitchens, Kelly J. | |
dc.contributor.author | Ho Sui, Shannan J. | |
dc.contributor.author | Hofmann, Oliver M. | |
dc.contributor.author | Hoof, Ilka | |
dc.contributor.author | Hori, Fumi | |
dc.contributor.author | Huminiecki, Lukasz | |
dc.contributor.author | Iida, Kei | |
dc.contributor.author | Ikawa, Tomokatsu | |
dc.contributor.author | Jankovic, Boris R. | |
dc.contributor.author | Jia, Hui | |
dc.contributor.author | Joshi, Anagha | |
dc.contributor.author | Jurman, Giuseppe | |
dc.contributor.author | Kaczkowski, Bogumil | |
dc.contributor.author | Kai, Chieko | |
dc.contributor.author | Kaida, Kaoru | |
dc.contributor.author | Kaiho, Ai | |
dc.contributor.author | Kajiyama, Kazuhiro | |
dc.contributor.author | Kanamori, Mutsumi Katayama | |
dc.contributor.author | Kasianov, Artem S. | |
dc.contributor.author | Kasukawa, Takeya | |
dc.contributor.author | Katayama, Shintaro | |
dc.contributor.author | Kato, Sachi | |
dc.contributor.author | Kawaguchi, Shuji | |
dc.contributor.author | Kawamoto, Hiroshi | |
dc.contributor.author | Kawamura, Yuki I. | |
dc.contributor.author | Kawashima, Tsugumi | |
dc.contributor.author | Kempfle, Judith S. | |
dc.contributor.author | Kenna, Tony J. | |
dc.contributor.author | Kere, Juha | |
dc.contributor.author | Khachigian, Levon M. | |
dc.contributor.author | Kitamura, Toshio | |
dc.contributor.author | Peter Klinken, S. | |
dc.contributor.author | Knox, Alan J. | |
dc.contributor.author | Kojima, Miki | |
dc.contributor.author | Kojima, Soichi | |
dc.contributor.author | Kondo, Naoto | |
dc.contributor.author | Koseki, Haruhiko | |
dc.contributor.author | Koyasu, Shigeo | |
dc.contributor.author | Krampitz, Sarah | |
dc.contributor.author | Kubosaki, Atsutaka | |
dc.contributor.author | Kwon, Andrew T. | |
dc.contributor.author | Laros, Jeroen F.J. | |
dc.contributor.author | Lee, Weonju | |
dc.contributor.author | Lennartsson, Andreas | |
dc.contributor.author | Li, Kang | |
dc.contributor.author | Lilje, Berit | |
dc.contributor.author | Lipovich, Leonard | |
dc.contributor.author | Mackay, Alan sim | |
dc.contributor.author | Manabe, Riichiroh | |
dc.contributor.author | Mar, Jessica C. | |
dc.contributor.author | Marchand, Benoit | |
dc.contributor.author | Mathelier, Anthony | |
dc.contributor.author | Mejhert, Niklas | |
dc.contributor.author | Meynert, Alison | |
dc.contributor.author | Mizuno, Yosuke | |
dc.contributor.author | de Lima Morais, David A. | |
dc.contributor.author | Morikawa, Hiromasa | |
dc.contributor.author | Morimoto, Mitsuru | |
dc.contributor.author | Moro, Kazuyo | |
dc.contributor.author | Motakis, Efthymios | |
dc.contributor.author | Motohashi, Hozumi | |
dc.contributor.author | Mummery, Christine L. | |
dc.contributor.author | Murata, Mitsuyoshi | |
dc.contributor.author | Nagao, Sayaka Sato | |
dc.contributor.author | Nakachi, Yutaka | |
dc.contributor.author | Nakahara, Fumio | |
dc.contributor.author | Nakamura, Toshiyuki | |
dc.contributor.author | Nakamura, Yukio | |
dc.contributor.author | Nakazato, Kenichi | |
dc.contributor.author | Van Nimwegen, Erik | |
dc.contributor.author | Ninomiya, Noriko | |
dc.contributor.author | Nishiyori, Hiromi | |
dc.contributor.author | Noma, Shohei | |
dc.contributor.author | Nozaki, Tadasuke | |
dc.contributor.author | Ogishima, Soichi | |
dc.contributor.author | Ohkura, Naganari | |
dc.contributor.author | Ohmiya, Hiroko | |
dc.contributor.author | Ohno, Hiroshi | |
dc.contributor.author | Ohshima, Mitsuhiro | |
dc.contributor.author | Okada, Mariko Hatakeyama | |
dc.contributor.author | Okazaki, Yasushi | |
dc.contributor.author | Orlando, Valerio | |
dc.contributor.author | Ovchinnikov, Dmitry A. | |
dc.contributor.author | Pain, Arnab | |
dc.contributor.author | Passier, Robert | |
dc.contributor.author | Patrikakis, Margaret | |
dc.contributor.author | Persson, Helena | |
dc.contributor.author | Piazza, Silvano | |
dc.contributor.author | Prendergast, James G.D. | |
dc.contributor.author | Rackham, Owen J.L. | |
dc.contributor.author | Ramilowski, Jordan A. | |
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dc.contributor.author | Sengstag, Thierry | |
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dc.contributor.author | Sugiyama, Daisuke | |
dc.contributor.author | Sugiyama, Takaaki | |
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dc.contributor.author | Suzuki, Naoko | |
dc.contributor.author | Swoboda, Rolf K. | |
dc.contributor.author | 't Hoen, Peter A.C. | |
dc.contributor.author | Tagami, Michihira | |
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dc.contributor.author | Takai, Jun | |
dc.contributor.author | Tanaka, Hiroshi | |
dc.contributor.author | Tatsukawa, Hideki | |
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dc.contributor.author | Toyoda, Hiroo | |
dc.contributor.author | Toyoda, Tetsuro | |
dc.contributor.author | Valen, Eivind | |
dc.contributor.author | van de Wetering, Marc | |
dc.contributor.author | Van Den Berg, Linda M. | |
dc.contributor.author | Verardo, Roberto | |
dc.contributor.author | Vijayan, Dipti | |
dc.contributor.author | Vorontsov, Ilya E. | |
dc.contributor.author | Wasserman, Wyeth W. | |
dc.contributor.author | Watanabe, Shoko | |
dc.contributor.author | Wells, Christine A. | |
dc.contributor.author | Winteringham, Louise N. | |
dc.contributor.author | Wolvetang, Ernst | |
dc.contributor.author | Wood, Emily J. | |
dc.contributor.author | Yamaguchi, Yoko | |
dc.contributor.author | Yamamoto, Masayuki | |
dc.contributor.author | Yoneda, Misako | |
dc.contributor.author | Yonekura, Yohei | |
dc.contributor.author | Yoshida, Shigehiro | |
dc.contributor.author | Zabierowski, Suzan E. | |
dc.contributor.author | Zhang, Peter G. | |
dc.contributor.author | Zhao, Xiaobei | |
dc.contributor.author | Zucchelli, Silvia | |
dc.contributor.author | Summers, Kim M. | |
dc.contributor.author | Suzuki, Harukazu | |
dc.contributor.author | Daub, Carsten O. | |
dc.contributor.author | Kawai, Jun | |
dc.contributor.author | Heutink, Peter | |
dc.contributor.author | Hide, Winston | |
dc.contributor.author | Freeman, Tom C. | |
dc.contributor.author | Lenhard, Boris | |
dc.contributor.author | Bajic, Vladimir B. | |
dc.contributor.author | Taylor, Martin S. | |
dc.contributor.author | Makeev, Vsevolod J. | |
dc.contributor.author | Sandelin, Albin | |
dc.contributor.author | Hume, David A. | |
dc.contributor.author | Carninci, Piero | |
dc.contributor.author | Hayashizaki, Yoshihide | |
dc.date.accessioned | 2016-06-23T11:14:58Z | |
dc.date.available | 2016-06-23T11:14:58Z | |
dc.date.issued | 2015-12-18 | |
dc.identifier.citation | Hurst, L. D., Ghanbarian, A. T., Forrest, A. R. R., & Huminiecki, L. (2015). The Constrained Maximal Expression Level Owing to Haploidy Shapes Gene Content on the Mammalian X Chromosome. PLOS Biology, 13(12), e1002315. doi:10.1371/journal.pbio.1002315 | |
dc.identifier.issn | 1545-7885 | |
dc.identifier.issn | 1544-9173 | |
dc.identifier.doi | 10.1371/journal.pbio.1002315 | |
dc.identifier.uri | http://hdl.handle.net/10754/614423 | |
dc.description.abstract | X chromosomes are unusual in many regards, not least of which is their nonrandom gene content. The causes of this bias are commonly discussed in the context of sexual antagonism and the avoidance of activity in the male germline. Here, we examine the notion that, at least in some taxa, functionally biased gene content may more profoundly be shaped by limits imposed on gene expression owing to haploid expression of the X chromosome. Notably, if the X, as in primates, is transcribed at rates comparable to the ancestral rate (per promoter) prior to the X chromosome formation, then the X is not a tolerable environment for genes with very high maximal net levels of expression, owing to transcriptional traffic jams. We test this hypothesis using The Encyclopedia of DNA Elements (ENCODE) and data from the Functional Annotation of the Mammalian Genome (FANTOM5) project. As predicted, the maximal expression of human X-linked genes is much lower than that of genes on autosomes: on average, maximal expression is three times lower on the X chromosome than on autosomes. Similarly, autosome-to-X retroposition events are associated with lower maximal expression of retrogenes on the X than seen for X-to-autosome retrogenes on autosomes. Also as expected, X-linked genes have a lesser degree of increase in gene expression than autosomal ones (compared to the human/Chimpanzee common ancestor) if highly expressed, but not if lowly expressed. The traffic jam model also explains the known lower breadth of expression for genes on the X (and the Z of birds), as genes with broad expression are, on average, those with high maximal expression. As then further predicted, highly expressed tissue-specific genes are also rare on the X and broadly expressed genes on the X tend to be lowly expressed, both indicating that the trend is shaped by the maximal expression level not the breadth of expression per se. Importantly, a limit to the maximal expression level explains biased tissue of expression profiles of X-linked genes. Tissues whose tissue-specific genes are very highly expressed (e.g., secretory tissues, tissues abundant in structural proteins) are also tissues in which gene expression is relatively rare on the X chromosome. These trends cannot be fully accounted for in terms of alternative models of biased expression. In conclusion, the notion that it is hard for genes on the Therian X to be highly expressed, owing to transcriptional traffic jams, provides a simple yet robustly supported rationale of many peculiar features of X’s gene content, gene expression, and evolution. | |
dc.description.sponsorship | FANTOM5 was made possible by a Research Grant for RIKEN Omics Science Center from MEXT to YH and a Grant of the Innovative Cell Biology by Innovative Technology (Cell Innovation Program) from the MEXT, Japan to YH. Vetenskapsrådet's project grant 2011-5893 funded LH. European Research Council's grant (ERC-2014-ADG 669207) supports LDH. LDH would also like to acknowledge a Medical Research Council's award MR/L007215/1. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. | |
dc.language.iso | en | |
dc.publisher | Public Library of Science (PLoS) | |
dc.relation.url | https://dx.plos.org/10.1371/journal.pbio.1002315 | |
dc.rights | This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. http://creativecommons.org/licenses/by/4.0/ | |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | |
dc.title | The Constrained Maximal Expression Level Owing to Haploidy Shapes Gene Content on the Mammalian X Chromosome | |
dc.type | Article | |
dc.contributor.department | Academic Affairs | |
dc.contributor.department | Applied Mathematics and Computational Science Program | |
dc.contributor.department | Biological and Environmental Sciences and Engineering (BESE) Division | |
dc.contributor.department | Bioscience Program | |
dc.contributor.department | Computational Bioscience Research Center (CBRC) | |
dc.contributor.department | Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division | |
dc.contributor.department | Integrative Systems Biology Lab | |
dc.contributor.department | Office of the VP | |
dc.contributor.department | Pathogen Genomics Laboratory | |
dc.contributor.department | Red Sea Research Center (RSRC) | |
dc.contributor.department | Research Applications | |
dc.contributor.department | Research Computing | |
dc.identifier.journal | PLoS Biology | |
dc.eprint.version | Publisher's Version/PDF | |
dc.contributor.institution | The Milner Centre for Evolution, Department of Biology and Biochemistry, University of Bath, Bath, United Kingdom | |
dc.contributor.institution | Center for Life Science Technologies (CLST), Yokohama, Japan | |
dc.contributor.institution | The Department of Biochemistry and Biophysics, Stockholm University, Stockholm, Sweden | |
dc.contributor.institution | Department of Cell and Molecular Biology, Karolinska Institutet, P.O. Box 285, Stockholm, SE-171 77, Sweden | |
dc.contributor.institution | Science for Life Laboratory, Stockholm, Sweden | |
dc.contributor.institution | The Department of Cell and Molecular Biology, Karolinska Institutet, Stockholm, Sweden | |
dc.contributor.institution | Bioinformatics Infrastructure for Life Sciences (BILS), Stockholm, Sweden | |
dc.contributor.institution | Department of Internal Medicine III, University Hospital Regensburg, F.-J.-Strauss Allee 11, Regensburg, D-93042, Germany | |
dc.contributor.institution | Regensburg Centre for Interventional Immunology (RCI), Regensburg, D-93042, Germany | |
dc.contributor.institution | The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Easter Bush, Edinburgh, Midlothian, Scotland, EH25 9RG, United Kingdom | |
dc.contributor.institution | RIKEN Omics Science Center (OSC), 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, 230-0045, Japan | |
dc.contributor.institution | RIKEN Center for Life Science Technologies (Division of Genomic Technologies), Japan | |
dc.contributor.institution | Institute of Clinical Sciences, MRC Clinical Sciences Centre, Imperial College London, Hammersmith Hospital Campus, London, W12 0NN, United Kingdom | |
dc.contributor.institution | Department of Biology, University of Bergen, Thormøhlensgate 53, Bergen, NO-5006, Norway | |
dc.contributor.institution | Department of Computational Systems Biology, Vavilov Institute of General Genetics (VIGG), Gubkin str. 3, Moscow, 119991, Russian Federation | |
dc.contributor.institution | Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Vavilov str. 32, Moscow, 119991, Russian Federation | |
dc.contributor.institution | RIKEN Preventive Medicine and Diagnosis Innovation Program, Japan | |
dc.contributor.institution | The Bioinformatics Centre, Department of Biology and BRIC, University of Copenhagen, Ole Maaloes Vej 5, Copenhagen, DK 2200, Denmark | |
dc.contributor.institution | Genomics Division, Lawrence Berkeley National Laboratory, 84R01, 1 Cyclotron Road, Berkeley, CA, 94720, United States | |
dc.contributor.institution | Mouse Informatics, European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SD, United Kingdom | |
dc.contributor.institution | Institute of Natural and Mathematical Sciences, Massey University, Auckland, New Zealand | |
dc.contributor.institution | Department of Biostatistics, Harvard School of Public Health, 655 Huntington Ave, Boston, MA, 02115, United States | |
dc.contributor.institution | MRC Human Genetics Unit, MRC Institute of Genetics and Molecular Medicine (MRCIGMM), University of Edinburgh, Western General Hospital, Crewe Road, Edinburgh, EH4 2XU, United Kingdom | |
dc.contributor.institution | Department of Clinical Genetics, VU University Medical Center Amsterdam, Van der Boechorststraat 7, Amsterdam, 1081 BT, Netherlands | |
dc.contributor.institution | Graduate Program in Areas of Basic and Applied Biology, Abel Salazar Biomedical Sciences Institute, University of Porto, Rua de Jorge Viterbo Ferreira n. 228, Porto, 4050-313, Portugal | |
dc.contributor.institution | Predictive Models for Biomedicine and Environment, Fondazione Bruno Kessler, via Sommarive 18, Trento TN, 38123, Italy | |
dc.contributor.institution | Department of Medicine, Karolinska Institutet at Karolinska University Hospital, Huddinge, Huddinge, SE-141 86, Sweden | |
dc.contributor.institution | Department of Dermatology and Allergy, Charité Campus Mitte, Universitätsmedizin Berlin, Chariteplatz 1, Berlin, 10117, Germany | |
dc.contributor.institution | Biozentrum, University of Basel, Klingelbergstrasse 50-70, Basel, 4056, Switzerland | |
dc.contributor.institution | Australian Institute for Bioengineering and Nanotechnology (AIBN), University of Queensland, Brisbane St Lucia, QLD, 4072, Australia | |
dc.contributor.institution | Australian Infectious Diseases Research Centre (AID), University of Queensland, Brisbane St Lucia, QLD, 4072, Australia | |
dc.contributor.institution | Department of Biological Sciences, University of Delaware, Newark, DE, United States | |
dc.contributor.institution | Bioinformatics and Computational Biology, The Jackson Laboratory, 600 Main Street, Bar Harbor, ME, 04609, United States | |
dc.contributor.institution | Fondazione Santa Lucia, Dulbecco Telethon Institute, via del Fosso di Fiorano 64, Rome RM, 00143, Italy | |
dc.contributor.institution | Immunology and Infectious Disease, International Centre for Genetic Engineering & Biotechnology (ICGEB) Cape Town component, Anzio Road, Observatory, Cape Town, 7925, South Africa | |
dc.contributor.institution | Division of Immunology, Institute of Infectious Diseases and Molecular Medicine (IIDMM), University of Cape Town, Anzio Road, Observatory, Cape Town, 7925, South Africa | |
dc.contributor.institution | Columbia Initiative in Systems Biology, Columbia University Medical Center, Herbert Irving Comprehensive Cancer Center, 1130 St. Nicholas Ave, New York, NY, 10032, United States | |
dc.contributor.institution | Department of Biochemistry and Mol. Biophysics, Columbia University Medical Center, 701 West 168th Street, New York, NY, 10032, United States | |
dc.contributor.institution | Department of Biomedical Informatics, Columbia University Medical Center, 622 West 168th St. VC5, New York, NY, 10032, United States | |
dc.contributor.institution | Institute of Cancer Genetics, Columbia University Medical Center, Herbert Irving Comprehensive Cancer Center, 1130 St. Nicholas Ave, New York, NY, 10032, United States | |
dc.contributor.institution | Biomedical Cybernetics Group, Biotechnology Center (BIOTEC), Technische Universität Dresden, Dresden, Germany | |
dc.contributor.institution | Systems and Computational Biology, Albert Einstein College of Medicine, 1300 Morris Park Ave Price 253, New York, NY, 10461, United States | |
dc.contributor.institution | Laboratorio Nazionale del Consorzio Interuniversitario per le Biotecnologie (LNCIB), Padriciano 99, Trieste TS, 34149, Italy | |
dc.contributor.institution | Hubrecht Institute, Uppsalalaan 8, CT Utrecht, 3584, Netherlands | |
dc.contributor.institution | The Royal Netherlands Academy of Arts and Sciences, P.O. Box 19121, GC Amsterdam, NL-1000, Netherlands | |
dc.contributor.institution | University Medical Centre Utrecht, Postbus 85500, GA Utrecht, 3508, Netherlands | |
dc.contributor.institution | Genomics, Cold Spring Harbor Laboratory, 1 Bungtown Road, Cold Spring Harbor, NY, 11797, United States | |
dc.contributor.institution | Institute of Pharmaceutical Sciences, ETH Zurich, Wolfgang-Pauli-Strasse 10, HCI H 303, Zurich, 8093, Switzerland | |
dc.contributor.institution | Department of Neurology, University at Buffalo School of Medicine and Biomedical Sciences, New York State Center of Excellence in Bioinformatics and Life Sciences, 701 Ellicott Street, Buffalo, NY, 14203, United States | |
dc.contributor.institution | Gastroenterology, Research Center for Hepatitis and Immunology Research Institute, National Center for Global Health and Medicine, 1-7-1 Kohnodai, Ichikawa, Chiba, 272-8516, Japan | |
dc.contributor.institution | Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology (NTNU), P.O. Box 8905, Trondheim, NO-7491, Norway | |
dc.contributor.institution | Department of Otology and Laryngology, Harvard Medical School, Massachusetts Eye and Ear Infirmary, Eaton-Peabody Lab, 243 Charles Street, Boston, MA, 02114, United States | |
dc.contributor.institution | Department of Biosciences and Nutrition, Center for Biosciences, Karolinska Institutet, Hälsovägen 7-9, Huddinge, SE-141 83, Sweden | |
dc.contributor.institution | RIKEN Research Center for Allergy and Immunology (RCAI), 1-7-22 Suehiro, Tsurumi, Yokohama, Kanagawa, 230-0045, Japan | |
dc.contributor.institution | RIKEN Center for Developmental Biology (CDB), 2-2-3 Minatojima-minamimachi, Chuo-ku, Kobe, Hyogo, 650-0047, Japan | |
dc.contributor.institution | FM Kirby Neurobiology Center, Children’s Hospital Boston, Harvard. Medical School, 300 Longwood Ave, Boston, MA, 02115, United States | |
dc.contributor.institution | Department of Computer Science, University of Bristol, Merchant Venturers Building, Woodland Road, Clifton, BS8 1UB, United Kingdom | |
dc.contributor.institution | Department of Biochemistry and Cell Biology, Rice University, Houston, TX, United States | |
dc.contributor.institution | Cancer Biology Program, Mater Medical Research Institute, Raymond Tce, South Brisbane, QLD, 4101, Australia | |
dc.contributor.institution | Department of Oncology, Division of Oncology, Biostatistics and Bioinformatics, Johns Hopkins University School of Medicine, 550 N Broadway, Baltimore, MD, 21205, United States | |
dc.contributor.institution | Laboratory of Bioinformatics, Research Institute of Genetics and Selection of Industrial Microorganisms, 1-st Dorozhniy pr., 1, Moscow, 117545, Russian Federation | |
dc.contributor.institution | Computational Biology Research Center, National Institute of Advanced Industrial Science and Technology (AIST), 2-4-7 Aomi, Koto-ku, Tokyo, 135-0064, Japan | |
dc.contributor.institution | Department of Medical Biochemistry, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8575, Japan | |
dc.contributor.institution | Department of Microbiology and Immunology, Keio University School of Medicine, 35 Shinanomachi, Shinjuku, Tokyo, 160-8582, Japan | |
dc.contributor.institution | Experimental Immunology, Academic Medical Center—University of Amsterdam, Meibergdreef 9, Amsterdam, 1105 AZ, Netherlands | |
dc.contributor.institution | Department of Human Genetics, Leiden University Medical Center, Einthovenweg 20, Leiden, 2333 ZC, Netherlands | |
dc.contributor.institution | Department of Medical Genetics, Centre for Molecular Medicine and Therapeutics, Child and Family Research Institute, University of British Columbia, 950 West 28th Avenue, Vancouver, BC, V5Z 4H4, Canada | |
dc.contributor.institution | Neuroscience, SISSA, via Bonomea 265, Trieste TS, 34136, Italy | |
dc.contributor.institution | Experimental Immunology, Immunology Frontier Research Center, Osaka University, 3-1 Yamadaoka, Suita, Osaka, 565-0871, Japan | |
dc.contributor.institution | RIKEN Advanced Science Institute (ASI), 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan | |
dc.contributor.institution | Melanoma Research Center, The Wistar Institute, 3601 Spruce Street, Philadelphia, PA, 19104, United States | |
dc.contributor.institution | RIKEN Bioinformatics And Systems Engineering Division (BASE), 1-7-22 Suehiro, Tsurumi, Yokohama, Kanagawa, 230-0045, Japan | |
dc.contributor.institution | Center for Molecular Medicine and Genetics, Wayne State University, 3228 Scott Hall, 540 East Canfield Street, Detroit, MI, 48201-1928, United States | |
dc.contributor.institution | Laboratory Animal Research Center, Institute of Medical Science, The University of Tokyo, 4-6-1 Shirokanedai, Minato-ku, Tokyo, 108-8639, Japan | |
dc.contributor.institution | Diamantina Institute, University of Queensland, Brisbane St Lucia, QLD, 4072, Australia | |
dc.contributor.institution | Science for Life Laboratory, Box 1031, Solna, SE-171 21, Sweden | |
dc.contributor.institution | Centre for Vascular Research, University of New South Wales, Sydney, NSW, 2052, Australia | |
dc.contributor.institution | Department of Hematopoietic Factor, Institute of Medical Science, University of Tokyo, Tokyo, 108-8639, Japan | |
dc.contributor.institution | Harry Perkins Institute of Medical Research, and the Centre for Medical Research, University of Western Australia. QQ Block, QEII Medical Centre, Nedlands, Perth, WA, 6009, Australia | |
dc.contributor.institution | Respiratory Medicine, University of Nottingham, Clinical Sciences Building, City Hospital, Hucknall Road, Nottingham, NG5 1PB, United Kingdom | |
dc.contributor.institution | Dermatology, School of Medicine, Kyungpook National University, 130 Dongdeok-ro, Jung-gu, Daegu, 700-721, South Korea | |
dc.contributor.institution | National Centre for Adult Stem Cell Research, Eskitis Institute for Cell and Molecular Therapies, Griffith University, Brisbane, QLD, Australia | |
dc.contributor.institution | Division of Functional Genomics and Systems Medicine, Research Center for Genomic Medicine, Saitama Medical University, 1397-1 Yamane, Hidaka, Saitama, 350-1241, Japan | |
dc.contributor.institution | University of Bristol, Merchant Venturers Building, Woodland Road, Clifton, BS8 1UB, United Kingdom | |
dc.contributor.institution | PRESTO, Japanese Science and Technology Agency (JST), 7 Gobancho, Chiyodaku, Tokyo, 102-0076, Japan | |
dc.contributor.institution | Center for Radioisotope Sciences, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8575, Japan | |
dc.contributor.institution | Anatomy and Embryology, Leiden University Medical Center, Einthovenweg 20, P.O. Box 9600, RC Leiden, 2300, Netherlands | |
dc.contributor.institution | Division of Translational Research, Research Center for Genomic Medicine, Saitama Medical University, 1397-1 Yamane, Hidaka, Saitama, 350-1241, Japan | |
dc.contributor.institution | RIKEN BioResource Center (BRC), Koyadai 3-1-1, Tsukuba, Ibaraki, 305-0074, Japan | |
dc.contributor.institution | Department of Clinical Molecular Genetics, School of Pharmacy, Tokyo University of Pharmacy and Life Sciences, 1432-1 Horinouchi, Hachioji, Tokyo, 192-0392, Japan | |
dc.contributor.institution | Department of Bioinformatics, Medical Research Institute, Tokyo Medical and Dental University, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8510, Japan | |
dc.contributor.institution | Department of Biochemistry, Ohu University School of Pharmaceutical Sciences, Misumido 31-1, Tomitamachi, Koriyama, Fukushima, 963-8611, Japan | |
dc.contributor.institution | Hjelt Institute, Department of Forensic Medicine, University of Helsinki, Kytosuontie 11, Helsinki, 003000, Finland | |
dc.contributor.institution | Genomics Core Facility, Biomedical Research Centre, Guy's Hospital, London, United Kingdom | |
dc.contributor.institution | Department of Orthopedic, Trauma and Reconstructive Surgery, Charité Universitätsmedizin Berlin, Garystrasse 5, Berlin, 14195, Germany | |
dc.contributor.institution | Center for Clinical and Translational Reseach, Kyushu University Hospital, Station for Collaborative Research1 4F, 3-1-1 Maidashi, Higashi-Ku, Fukuoka, 812-8582, Japan | |
dc.contributor.institution | Netherlands Bioinformatics Centre, 260 NBIC, P.O. Box 9101, HB Nijmegen, 6500, Netherlands | |
dc.contributor.institution | Graduate School of Pharmaceutical Sciences, Nagoya University, Furo-cho, Chikusa, Nagoya, Aichi, 464-8601, Japan | |
dc.contributor.institution | Department of Molecular and Cellular Biology, Harvard University, 16 Divinity Ave, Cambridge, MA, 02138, United States | |
dc.contributor.institution | Department of Biochemistry, Nihon University School of Dentistry, 1-8-13, Kanda-Surugadai, Chiyoda-ku, Tokyo, 101-8310, Japan | |
dc.contributor.institution | Molecular and Cellular Oncogenesis, The Wistar Institute, 3601 Spruce Street, Philadelphia, PA, 19104, United States | |
dc.contributor.institution | Department of Informatics, University of Bergen, Høgteknologisenteret, Thormøhlensgate 53, Bergen, NO-5008, Norway | |
dc.contributor.institution | Department of Biological and Medical Physics, Moscow Institute of Physics and Technology (MIPT) 9, Institutsky Per., Dolgoprudny, Moscow Region, 141700, Russian Federation | |
dc.identifier.volume | 13 | |
dc.identifier.issue | 12 | |
dc.contributor.affiliation | King Abdullah University of Science and Technology (KAUST) | |
dc.identifier.pages | e1002315 | |
kaust.person | Schmeier, Sebastian | |
kaust.person | Schaefer, Ulf | |
kaust.person | Medvedeva, Yulia | |
kaust.person | Alam, Intikhab | |
kaust.person | Archer, John A.C. | |
kaust.person | Cannistraci, Carlo | |
kaust.person | Cannistraci, Carlo | |
kaust.person | Jankovic, Boris R. | |
kaust.person | Marchand, Benoit | |
kaust.person | Pain, Arnab | |
kaust.person | Pain, Arnab | |
kaust.person | Rashid, Mamoon | |
kaust.person | Rashid, Mamoon | |
kaust.person | Ravasi, Timothy | |
kaust.person | Ravasi, Timothy | |
kaust.person | Bajic, Vladimir B. | |
dc.identifier.eid | 2-s2.0-84969295765 | |
refterms.dateFOA | 2018-06-14T08:10:53Z |
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