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Sanges R, Hadzhiev Y, Gueroult-Bellone M, Roure A, Ferg M, Meola N, Amore G, Basu S, Brown ER, De Simone M, Petrera F, Licastro D, Strähle U, Banfi S, Lemaire P, Birney E, Müller F, Stupka E. Highly conserved elements discovered in vertebrates are present in non-syntenic loci of tunicates, act as enhancers and can be transcribed during development. Nucleic Acids Res 2013; 41:3600-18. [PMID: 23393190 PMCID: PMC3616699 DOI: 10.1093/nar/gkt030] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2012] [Revised: 12/21/2012] [Accepted: 01/03/2013] [Indexed: 01/17/2023] Open
Abstract
Co-option of cis-regulatory modules has been suggested as a mechanism for the evolution of expression sites during development. However, the extent and mechanisms involved in mobilization of cis-regulatory modules remains elusive. To trace the history of non-coding elements, which may represent candidate ancestral cis-regulatory modules affirmed during chordate evolution, we have searched for conserved elements in tunicate and vertebrate (Olfactores) genomes. We identified, for the first time, 183 non-coding sequences that are highly conserved between the two groups. Our results show that all but one element are conserved in non-syntenic regions between vertebrate and tunicate genomes, while being syntenic among vertebrates. Nevertheless, in all the groups, they are significantly associated with transcription factors showing specific functions fundamental to animal development, such as multicellular organism development and sequence-specific DNA binding. The majority of these regions map onto ultraconserved elements and we demonstrate that they can act as functional enhancers within the organism of origin, as well as in cross-transgenesis experiments, and that they are transcribed in extant species of Olfactores. We refer to the elements as 'Olfactores conserved non-coding elements'.
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Affiliation(s)
- Remo Sanges
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Yavor Hadzhiev
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Marion Gueroult-Bellone
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Agnes Roure
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Marco Ferg
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Nicola Meola
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Gabriele Amore
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Swaraj Basu
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Euan R. Brown
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Marco De Simone
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Francesca Petrera
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Danilo Licastro
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Uwe Strähle
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Sandro Banfi
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Patrick Lemaire
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Ewan Birney
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Ferenc Müller
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
| | - Elia Stupka
- Laboratory of Animal Physiology and Evolution, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy, Centre for Rare Diseases and Personalised Medicine, School of Clinical and Experimental Medicine, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK, Institut de Biologie du Développement de Marseille Luminy, UMR 6216 CNRS/Université de la Méditerranée, F-13288 Marseille cedex 9, France, Centre de Recherche de Biochimie Macromoléculaire (CRBM), UMR5237 CNRS/Universités Montpellier 1, 2, 1919 route de Mende, F-34293 Montpellier cedex 5, France, Karlsruhe Institute of Technology (KIT), Institute of Toxicology and Genetics and University of Heidelberg, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany, Telethon Institute of Genetics and Medicine, 80131 Naples, Italy, School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh EH14 4AS, UK, CBM Scrl, AREA Science Park, Basovizza, 34149 Trieste, Italy, Medical Genetics, Department of Biochemistry, Biophysics and General Pathology, Second University of Naples, 80138 Naples, Italy, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SD, UK and Center for Translational Genomics and Bioinformatics, San Raffaele Scientific Institute, Via Olgettina 58, 20132 Milano, Italy
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