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Akbari P, Vuckovic D, Stefanucci L, Jiang T, Kundu K, Kreuzhuber R, Bao EL, Collins JH, Downes K, Grassi L, Guerrero JA, Kaptoge S, Knight JC, Meacham S, Sambrook J, Seyres D, Stegle O, Verboon JM, Walter K, Watkins NA, Danesh J, Roberts DJ, Di Angelantonio E, Sankaran VG, Frontini M, Burgess S, Kuijpers T, Peters JE, Butterworth AS, Ouwehand WH, Soranzo N, Astle WJ. A genome-wide association study of blood cell morphology identifies cellular proteins implicated in disease aetiology. Nat Commun 2023;14:5023. [PMID: 37596262 PMCID: PMC10439125 DOI: 10.1038/s41467-023-40679-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 08/07/2023] [Indexed: 08/20/2023] Open

Affiliation(s)

Parsa Akbari British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK Department of Human Genetics, The Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1HH, UK Medical Research Council Biostatistics Unit, University of Cambridge, East Forvie Building, Cambridge Biomedical Campus, Forvie Site, Robinson Way, Cambridge, CB2 0SR, UK The National Institute for Health and Care Research Blood and Transplant Unit in Donor Health and Genomics, Strangeways Research Laboratory, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK
Dragana Vuckovic Department of Human Genetics, The Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1HH, UK The National Institute for Health and Care Research Blood and Transplant Unit in Donor Health and Genomics, Strangeways Research Laboratory, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
Luca Stefanucci Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK National Health Service Blood and Transplant, Cambridge Centre, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK British Heart Foundation Centre of Research Excellence, University of Cambridge, Addenbrooke's Hospital, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK
Tao Jiang British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK The National Institute for Health and Care Research Blood and Transplant Unit in Donor Health and Genomics, Strangeways Research Laboratory, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge, Cambridge, CB2 0BB, UK
Kousik Kundu Department of Human Genetics, The Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1HH, UK Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK
Roman Kreuzhuber Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK
Erik L Bao Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, 1 Blackfan Circle, Boston, MA, 02115, USA Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, 450 Brookline Ave, Boston, MA, 02115, USA Broad Institute of MIT and Harvard, 415 Main St, Cambridge, MA, 02142, USA Harvard-MIT Health Sciences and Technology, Harvard Medical School, 77 Massachusetts Ave, Cambridge, MA, 02139, USA
Janine H Collins Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK National Health Service Blood and Transplant, Cambridge Centre, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK Department of Haematology, Barts Health National Health Service Trust, London, E1 1BB, UK
Kate Downes Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK National Health Service Blood and Transplant, Cambridge Centre, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK
Luigi Grassi Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK National Health Service Blood and Transplant, Cambridge Centre, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK National Institute for Health and Care Research Cambridge BioResource, Box 229, Addenbrooke's Hospital, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK
Jose A Guerrero Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK National Health Service Blood and Transplant, Cambridge Centre, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK
Stephen Kaptoge British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK The National Institute for Health and Care Research Blood and Transplant Unit in Donor Health and Genomics, Strangeways Research Laboratory, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge, Cambridge, CB2 0BB, UK
Julian C Knight Wellcome Centre for Human Genetics, University of Oxford, Roosevelt Drive, Oxford, OX3 7BN, UK
Stuart Meacham Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SD, UK
Jennifer Sambrook Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK National Institute for Health and Care Research Cambridge BioResource, Box 229, Addenbrooke's Hospital, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK
Denis Seyres Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK National Health Service Blood and Transplant, Cambridge Centre, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK National Institute for Health and Care Research Cambridge BioResource, Box 229, Addenbrooke's Hospital, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK
Oliver Stegle European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SD, UK European Molecular Biology Laboratory, Genome Biology Unit, 69117, Heidelberg, Germany Division of Computational Genomics and Systems Genetics, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
Jeffrey M Verboon Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, 1 Blackfan Circle, Boston, MA, 02115, USA Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, 450 Brookline Ave, Boston, MA, 02115, USA Broad Institute of MIT and Harvard, 415 Main St, Cambridge, MA, 02142, USA
Klaudia Walter Department of Human Genetics, The Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1HH, UK
Nicholas A Watkins National Health Service Blood and Transplant, Cambridge Centre, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK
John Danesh British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK Department of Human Genetics, The Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1HH, UK The National Institute for Health and Care Research Blood and Transplant Unit in Donor Health and Genomics, Strangeways Research Laboratory, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK British Heart Foundation Centre of Research Excellence, University of Cambridge, Addenbrooke's Hospital, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge, Cambridge, CB2 0BB, UK Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, Cambridge, UK
David J Roberts The National Institute for Health and Care Research Blood and Transplant Unit in Donor Health and Genomics, Strangeways Research Laboratory, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Headley Way, Headington, Oxford, OX3 9DU, UK National Institute for Health Research Oxford Biomedical Research Centre-Haematology Theme, John Radcliffe Hospital, Headley Way, Headington, Oxford, OX3 9DU, UK National Health Service Blood and Transplant, Oxford Centre, John Radcliffe Hospital, Headley Way, Headington, Oxford, OX3 9DU, UK
Emanuele Di Angelantonio British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK The National Institute for Health and Care Research Blood and Transplant Unit in Donor Health and Genomics, Strangeways Research Laboratory, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK British Heart Foundation Centre of Research Excellence, University of Cambridge, Addenbrooke's Hospital, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge, Cambridge, CB2 0BB, UK Health Data Science Research Centre, Fondazione Human Technopole, Viale Rita Levi Montalcini 1, Milan, 20157, Italy
Vijay G Sankaran Division of Hematology/Oncology, Boston Children's Hospital, Harvard Medical School, 1 Blackfan Circle, Boston, MA, 02115, USA Department of Pediatric Oncology, Dana-Farber Cancer Institute, Harvard Medical School, 450 Brookline Ave, Boston, MA, 02115, USA Broad Institute of MIT and Harvard, 415 Main St, Cambridge, MA, 02142, USA
Mattia Frontini Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK National Health Service Blood and Transplant, Cambridge Centre, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK Department of Clinical and Biomedical Sciences, University of Exeter Medical School, Faculty of Health and Life Sciences, RILD Building, Barrack Road, Exeter, EX2 5DW, UK
Stephen Burgess British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK Medical Research Council Biostatistics Unit, University of Cambridge, East Forvie Building, Cambridge Biomedical Campus, Forvie Site, Robinson Way, Cambridge, CB2 0SR, UK Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge, Cambridge, CB2 0BB, UK
Taco Kuijpers Department of Pediatric Immunology, Rheumatology and Infectious Disease, Emma Children's Hospital, Amsterdam University Medical Center, Amsterdam, CB2 0PT, UK Department of Blood Cell Research, Sanquin Research and Landsteiner Laboratory, Sanquin, University of Amsterdam, Amsterdam, Netherlands
James E Peters Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, Cambridge, UK Department of Immunology and Inflammation, Imperial College London, Commonwealth Building, The Hammersmith Hospital, Du Cane Road, London, W12 0NN, UK
Adam S Butterworth British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK. The National Institute for Health and Care Research Blood and Transplant Unit in Donor Health and Genomics, Strangeways Research Laboratory, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK. British Heart Foundation Centre of Research Excellence, University of Cambridge, Addenbrooke's Hospital, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK. Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge, Cambridge, CB2 0BB, UK. Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, Cambridge, UK.
Willem H Ouwehand Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK. National Health Service Blood and Transplant, Cambridge Centre, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK. Department of Haematology, University College London Hospitals, WC1E 6AS, London, UK.
Nicole Soranzo Department of Human Genetics, The Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1HH, UK. The National Institute for Health and Care Research Blood and Transplant Unit in Donor Health and Genomics, Strangeways Research Laboratory, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK. Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK. British Heart Foundation Centre of Research Excellence, University of Cambridge, Addenbrooke's Hospital, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK. Genomics Research Centre, Fondazione Human Technopole, Viale Rita Levi Montalcini 1, Milan, 20157, Italy.
William J Astle Medical Research Council Biostatistics Unit, University of Cambridge, East Forvie Building, Cambridge Biomedical Campus, Forvie Site, Robinson Way, Cambridge, CB2 0SR, UK. The National Institute for Health and Care Research Blood and Transplant Unit in Donor Health and Genomics, Strangeways Research Laboratory, Strangeways Research Laboratory, University of Cambridge, Wort's Causeway, Cambridge, CB1 8RN, UK. National Health Service Blood and Transplant, Cambridge Centre, Cambridge Biomedical Campus, Long Road, Cambridge, CB2 0PT, UK.

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Seyres D, Cabassi A, Lambourne JJ, Burden F, Farrow S, McKinney H, Batista J, Kempster C, Pietzner M, Slingsby O, Cao TH, Quinn PA, Stefanucci L, Sims MC, Rehnstrom K, Adams CL, Frary A, Ergüener B, Kreuzhuber R, Mocciaro G, D'Amore S, Koulman A, Grassi L, Griffin JL, Ng LL, Park A, Savage DB, Langenberg C, Bock C, Downes K, Wareham NJ, Allison M, Vacca M, Kirk PDW, Frontini M. Transcriptional, epigenetic and metabolic signatures in cardiometabolic syndrome defined by extreme phenotypes. Clin Epigenetics 2022;14:39. [PMID: 35279219 PMCID: PMC8917653 DOI: 10.1186/s13148-022-01257-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 02/25/2022] [Indexed: 02/06/2023] Open

Affiliation(s)

Denis Seyres National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK. Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK. NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK.
Alessandra Cabassi MRC Biostatistics Unit, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
John J Lambourne National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
Frances Burden National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
Samantha Farrow National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
Harriet McKinney Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
Joana Batista Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
Carly Kempster Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
Maik Pietzner MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
Oliver Slingsby Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK National Institute for Health Research Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK
Thong Huy Cao Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK National Institute for Health Research Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK
Paulene A Quinn Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK National Institute for Health Research Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK
Luca Stefanucci Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK British Heart Foundation Centre of Excellence, Cambridge Biomedical Campus, Cambridge, UK
Matthew C Sims Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK Oxford Haemophilia and Thrombosis Centre, Oxford University Hospitals NHS Foundation Trust, NIHR Oxford Biomedical Research Centre, Oxford, UK
Karola Rehnstrom Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
Claire L Adams Metabolic Research Laboratories, Wellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, CB2 0QQ, UK
Amy Frary Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
Bekir Ergüener CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
Roman Kreuzhuber Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
Gabriele Mocciaro Department of Biochemistry and the Cambridge Systems Biology Centre, University of Cambridge, The Sanger Building, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
Simona D'Amore Addenbrooke's Hospital, NIHR Cambridge Biomedical Research Centre, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK Department of Medicine, Aldo Moro University of Bari, Piazza Giulio Cesare 11, 70124, Bari, Italy National Cancer Research Center, IRCCS Istituto Tumori 'Giovanni Paolo II', Viale Orazio Flacco, 65, 70124, Bari, Italy
Albert Koulman MRC Epidemiology Unit, University of Cambridge, Cambridge, UK MRC Elsie Widdowson Laboratory, Cambridge, UK National Institute for Health Research Biomedical Research Centres Core Nutritional Biomarker Laboratory, Addenbrooke's Hospital, University of Cambridge, Cambridge, UK National Institute for Health Research Biomedical Research Centres Core Metabolomics and Lipidomics Laboratory, Addenbrooke's Hospital, University of Cambridge, Cambridge, UK
Luigi Grassi National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
Julian L Griffin Department of Biochemistry and the Cambridge Systems Biology Centre, University of Cambridge, The Sanger Building, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
Leong Loke Ng Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK National Institute for Health Research Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK
Adrian Park Addenbrooke's Hospital, NIHR Cambridge Biomedical Research Centre, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
David B Savage Metabolic Research Laboratories, Wellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, CB2 0QQ, UK
Claudia Langenberg MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
Christoph Bock CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria Ludwig Boltzmann Institute for Rare and Undiagnosed Diseases, Vienna, Austria Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
Kate Downes National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK East Midlands and East of England Genomic Laboratory Hub, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
Nicholas J Wareham MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
Michael Allison Addenbrooke's Hospital, NIHR Cambridge Biomedical Research Centre, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
Michele Vacca Metabolic Research Laboratories, Wellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, CB2 0QQ, UK Department of Biochemistry and the Cambridge Systems Biology Centre, University of Cambridge, The Sanger Building, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
Paul D W Kirk MRC Biostatistics Unit, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK. Cambridge Institute of Therapeutic Immunology and Infectious Disease (CITIID), Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge Biomedical Campus, Puddicombe Way, Cambridge, CB2 0AW, UK.
Mattia Frontini Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK. NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK. British Heart Foundation Centre of Excellence, Cambridge Biomedical Campus, Cambridge, UK. Institute of Biomedical & Clinical Science, College of Medicine and Health, University of Exeter Medical School, RILD Building, Barrack Road, Exeter, EX2 5DW, UK.

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Võsa U, Claringbould A, Westra HJ, Bonder MJ, Deelen P, Zeng B, Kirsten H, Saha A, Kreuzhuber R, Yazar S, Brugge H, Oelen R, de Vries DH, van der Wijst MGP, Kasela S, Pervjakova N, Alves I, Favé MJ, Agbessi M, Christiansen MW, Jansen R, Seppälä I, Tong L, Teumer A, Schramm K, Hemani G, Verlouw J, Yaghootkar H, Sönmez Flitman R, Brown A, Kukushkina V, Kalnapenkis A, Rüeger S, Porcu E, Kronberg J, Kettunen J, Lee B, Zhang F, Qi T, Hernandez JA, Arindrarto W, Beutner F, Dmitrieva J, Elansary M, Fairfax BP, Georges M, Heijmans BT, Hewitt AW, Kähönen M, Kim Y, Knight JC, Kovacs P, Krohn K, Li S, Loeffler M, Marigorta UM, Mei H, Momozawa Y, Müller-Nurasyid M, Nauck M, Nivard MG, Penninx BWJH, Pritchard JK, Raitakari OT, Rotzschke O, Slagboom EP, Stehouwer CDA, Stumvoll M, Sullivan P, 't Hoen PAC, Thiery J, Tönjes A, van Dongen J, van Iterson M, Veldink JH, Völker U, Warmerdam R, Wijmenga C, Swertz M, Andiappan A, Montgomery GW, Ripatti S, Perola M, Kutalik Z, Dermitzakis E, Bergmann S, Frayling T, van Meurs J, Prokisch H, Ahsan H, Pierce BL, Lehtimäki T, Boomsma DI, Psaty BM, Gharib SA, Awadalla P, Milani L, Ouwehand WH, Downes K, Stegle O, Battle A, Visscher PM, Yang J, Scholz M, Powell J, Gibson G, Esko T, Franke L. Large-scale cis- and trans-eQTL analyses identify thousands of genetic loci and polygenic scores that regulate blood gene expression. Nat Genet 2021;53:1300-1310. [PMID: 34475573 PMCID: PMC8432599 DOI: 10.1038/s41588-021-00913-z] [Citation(s) in RCA: 450] [Impact Index Per Article: 150.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 07/12/2021] [Indexed: 12/22/2022]

Affiliation(s)

Urmo Võsa Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands. Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia.
Annique Claringbould Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands. Oncode Institute, Amsterdam, the Netherlands. Structural & Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany.
Harm-Jan Westra Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands Oncode Institute, Amsterdam, the Netherlands
Marc Jan Bonder Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
Patrick Deelen Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands Oncode Institute, Amsterdam, the Netherlands Genomics Coordination Center, University Medical Centre Groningen, Groningen, the Netherlands Department of Genetics, University Medical Centre Utrecht, Utrecht, the Netherlands
Biao Zeng School of Biological Sciences, Georgia Tech, Atlanta, GA, USA
Holger Kirsten Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany
Ashis Saha Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA
Roman Kreuzhuber Department of Haematology, University of Cambridge, Cambridge, United Kingdom NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, United Kingdom European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, United Kingdom
Seyhan Yazar Garvan Institute of Medical Research, Garvan-Weizmann Centre for Cellular Genomics, Sydney, New South Wales, Australia
Harm Brugge Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands Oncode Institute, Amsterdam, the Netherlands
Roy Oelen Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands Oncode Institute, Amsterdam, the Netherlands
Dylan H de Vries Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands Oncode Institute, Amsterdam, the Netherlands
Monique G P van der Wijst Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands Oncode Institute, Amsterdam, the Netherlands
Silva Kasela Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
Natalia Pervjakova Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
Isabel Alves Computational Biology, Ontario Institute for Cancer Research, Toronto, Ontario, Canada L'institut du thorax, Université de Nantes, CHU Nantes, INSERM, CNRS, Nantes, France
Marie-Julie Favé Computational Biology, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
Mawussé Agbessi Computational Biology, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
Mark W Christiansen Cardiovascular Health Research Unit, University of Washington, Seattle, WA, USA
Rick Jansen Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute and Amsterdam Neuroscience, Amsterdam, the Netherlands
Ilkka Seppälä Department of Clinical Chemistry, Fimlab Laboratories and Finnish Cardiovascular Research Center-Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
Lin Tong Department of Public Health Sciences, University of Chicago, Chicago, IL, USA
Alexander Teumer Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany DZHK (German Center for Cardiovascular Research), Partner Site Greifswald, Greifswald, Germany
Katharina Schramm Institute of Genetic Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany Department of Medicine I, University Hospital Munich, Ludwig Maximilian's University, Munich, Germany
Gibran Hemani MRC Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
Joost Verlouw Department of Internal Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
Hanieh Yaghootkar Genetics of Complex Traits, University of Exeter Medical School, Royal Devon & Exeter Hospital, Exeter, United Kingdom School of Life Sciences, College of Liberal Arts and Science, University of Westminster, London, United Kingdom Division of Medical Sciences, Department of Health Sciences, Luleå University of Technology, Luleå, Sweden
Reyhan Sönmez Flitman Department of Computational Biology, University of Lausanne, Lausanne, Switzerland Swiss Institute of Bioinformatics, Lausanne, Switzerland
Andrew Brown Department of Genetic Medicine and Development, University of Geneva Medical School, Geneva, Switzerland Population Health and Genomics, University of Dundee, Dundee, United Kingdom
Viktorija Kukushkina Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
Anette Kalnapenkis Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
Sina Rüeger Lausanne University Hospital, Lausanne, Switzerland
Eleonora Porcu Lausanne University Hospital, Lausanne, Switzerland
Jaanika Kronberg Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
Johannes Kettunen Computational Medicine, Faculty of Medicine, University of Oulu, Oulu, Finland Center for Life Course Health Research, Faculty of Medicine, University of Oulu, Oulu, Finland Biocenter Oulu, University of Oulu, Oulu, Finland Finnish Institute for Health and Welfare, Helsinki, Finland
Bernett Lee Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
Futao Zhang Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
Ting Qi Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
Jose Alquicira Hernandez Garvan Institute of Medical Research, Garvan-Weizmann Centre for Cellular Genomics, Sydney, New South Wales, Australia
Wibowo Arindrarto Leiden University Medical Center, Leiden, the Netherlands
Frank Beutner Heart Center Leipzig, Universität Leipzig, Leipzig, Germany
Julia Dmitrieva Unit of Animal Genomics, WELBIO, GIGA-R & Faculty of Veterinary Medicine, University of Liège, Liège, Belgium
Mahmoud Elansary Unit of Animal Genomics, WELBIO, GIGA-R & Faculty of Veterinary Medicine, University of Liège, Liège, Belgium
Benjamin P Fairfax Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
Michel Georges Unit of Animal Genomics, WELBIO, GIGA-R & Faculty of Veterinary Medicine, University of Liège, Liège, Belgium
Bastiaan T Heijmans Leiden University Medical Center, Leiden, the Netherlands
Alex W Hewitt Menzies Institute for Medical Research, School of Medicine, University of Tasmania, Hobart, Tasmania, Australia Centre for Eye Research Australia, Department of Surgery, University of Melbourne, Melbourne, Victoria, Australia
Mika Kähönen Department of Clinical Physiology, Tampere University Hospital and Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
Yungil Kim Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA Genetics and Genomic Science Department, Icahn School of Medicine at Mount Sinai, New York, NY, USA
Julian C Knight Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
Peter Kovacs IFB Adiposity Diseases, Universität Leipzig, Leipzig, Germany
Knut Krohn Interdisciplinary Center for Clinical Research, Faculty of Medicine, Universität Leipzig, Leipzig, Germany
Shuang Li Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands Genomics Coordination Center, University Medical Centre Groningen, Groningen, the Netherlands
Markus Loeffler Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany
Urko M Marigorta School of Biological Sciences, Georgia Tech, Atlanta, GA, USA Integrative Genomics Lab, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Bizkaia Science and Technology Park, Derio, Spain IKERBASQUE, Basque Foundation for Science, Bilbao, Spain
Hailang Mei Department of Medical Statistics and Bioinformatics, Leiden University Medical Center, Leiden, the Netherlands
Yukihide Momozawa Unit of Animal Genomics, WELBIO, GIGA-R & Faculty of Veterinary Medicine, University of Liège, Liège, Belgium Laboratory for Genotyping Development, RIKEN Center for Integrative Medical Sciences, Kanagawa, Japan
Martina Müller-Nurasyid Institute of Genetic Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany Department of Medicine I, University Hospital Munich, Ludwig Maximilian's University, Munich, Germany IBE, Faculty of Medicine, LMU Munich, Munich, Germany
Matthias Nauck DZHK (German Center for Cardiovascular Research), Partner Site Greifswald, Greifswald, Germany Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Greifswald, Germany
Michel G Nivard Department of Biological Psychology, Faculty of Behaviour and Movement Sciences, Vrije Universiteit, Amsterdam, the Netherlands
Brenda W J H Penninx Department of Psychiatry, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute and Amsterdam Neuroscience, Amsterdam, the Netherlands
Jonathan K Pritchard Department of Biology, Stanford University, Stanford, CA, USA Department of Genetics, Stanford University, Stanford, CA, USA
Olli T Raitakari Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
Olaf Rotzschke Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
Eline P Slagboom Leiden University Medical Center, Leiden, the Netherlands
Coen D A Stehouwer Department of Internal Medicine and School for Cardiovascular Diseases (CARIM), Maastricht University Medical Center, Maastricht, the Netherlands
Michael Stumvoll Department of Medicine, Universität Leipzig, Leipzig, Germany
Patrick Sullivan Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
Peter A C 't Hoen Center for Molecular and Biomolecular Informatics, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center Nijmegen, Nijmegen, the Netherlands
Joachim Thiery LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany Institute for Laboratory Medicine, LIFE-Leipzig Research Center for Civilization Diseases, Universität Leipzig, Leipzig, Germany
Anke Tönjes Department of Medicine, Universität Leipzig, Leipzig, Germany
Jenny van Dongen Netherlands Twin Register, Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute and Amsterdam Neuroscience, Amsterdam, the Netherlands
Maarten van Iterson Leiden University Medical Center, Leiden, the Netherlands
Jan H Veldink UMC Utrecht Brain Center, University Medical Center Utrecht, Department of Neurology, Utrecht University, Utrecht, the Netherlands
Uwe Völker Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, Greifswald, Germany
Robert Warmerdam Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands Oncode Institute, Amsterdam, the Netherlands
Cisca Wijmenga Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
Morris Swertz Genomics Coordination Center, University Medical Centre Groningen, Groningen, the Netherlands
Anand Andiappan Singapore Immunology Network, Agency for Science, Technology and Research, Singapore, Singapore
Grant W Montgomery Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
Samuli Ripatti Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland Public Health, Faculty of Medicine, University of Helsinki, Helsinki, Finland Broad Institute of MIT and Harvard, Cambridge, MA, USA
Markus Perola National Institute for Health and Welfare, University of Helsinki, Helsinki, Finland
Zoltan Kutalik Center for Primary Care and Public Health, University of Lausanne, Lausanne, Switzerland
Emmanouil Dermitzakis Swiss Institute of Bioinformatics, Lausanne, Switzerland Department of Genetic Medicine and Development, University of Geneva Medical School, Geneva, Switzerland Institute of Genetics and Genomics in Geneva (iGE3), University of Geneva, Geneva, Switzerland
Sven Bergmann Department of Computational Biology, University of Lausanne, Lausanne, Switzerland Swiss Institute of Bioinformatics, Lausanne, Switzerland
Timothy Frayling Genetics of Complex Traits, University of Exeter Medical School, Royal Devon & Exeter Hospital, Exeter, United Kingdom
Joyce van Meurs Department of Internal Medicine, Erasmus Medical Center, Rotterdam, the Netherlands
Holger Prokisch Institute of Neurogenomics, Helmholtz Zentrum München, Neuherberg, Germany Institute of Human Genetics, Technical University Munich, Munich, Germany
Habibul Ahsan Department of Public Health Sciences, University of Chicago, Chicago, IL, USA
Brandon L Pierce Department of Public Health Sciences, University of Chicago, Chicago, IL, USA
Terho Lehtimäki Department of Clinical Chemistry, Fimlab Laboratories and Finnish Cardiovascular Research Center-Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
Dorret I Boomsma Netherlands Twin Register, Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute and Amsterdam Neuroscience, Amsterdam, the Netherlands
Bruce M Psaty Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services, University of Washington, Seattle, WA, USA
Sina A Gharib Cardiovascular Health Research Unit, University of Washington, Seattle, WA, USA Department of Medicine, University of Washington, Seattle, WA, USA
Philip Awadalla Computational Biology, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
Lili Milani Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
Willem H Ouwehand Department of Haematology, University of Cambridge, Cambridge, United Kingdom NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, United Kingdom Human Genetics, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, United Kingdom
Kate Downes Department of Haematology, University of Cambridge, Cambridge, United Kingdom NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, United Kingdom
Oliver Stegle Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, United Kingdom Division of Computational Genomics and Systems Genetics, German Cancer Research Center, Heidelberg, Germany
Alexis Battle Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA
Peter M Visscher Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia
Jian Yang Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia School of Life Sciences, Westlake University, Hangzhou, China Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China
Markus Scholz Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany
Joseph Powell Garvan Institute of Medical Research, Garvan-Weizmann Centre for Cellular Genomics, Sydney, New South Wales, Australia UNSW Cellular Genomics Futures Institute, University of New South Wales, Sydney, New South Wales, Australia
Greg Gibson School of Biological Sciences, Georgia Tech, Atlanta, GA, USA
Tõnu Esko Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
Lude Franke Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands. Oncode Institute, Amsterdam, the Netherlands.

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Petersen R, Lambourne JJ, Javierre BM, Grassi L, Kreuzhuber R, Ruklisa D, Rosa IM, Tomé AR, Elding H, van Geffen JP, Jiang T, Farrow S, Cairns J, Al-Subaie AM, Ashford S, Attwood A, Batista J, Bouman H, Burden F, Choudry FA, Clarke L, Flicek P, Garner SF, Haimel M, Kempster C, Ladopoulos V, Lenaerts AS, Materek PM, McKinney H, Meacham S, Mead D, Nagy M, Penkett CJ, Rendon A, Seyres D, Sun B, Tuna S, van der Weide ME, Wingett SW, Martens JH, Stegle O, Richardson S, Vallier L, Roberts DJ, Freson K, Wernisch L, Stunnenberg HG, Danesh J, Fraser P, Soranzo N, Butterworth AS, Heemskerk JW, Turro E, Spivakov M, Ouwehand WH, Astle WJ, Downes K, Kostadima M, Frontini M. Platelet function is modified by common sequence variation in megakaryocyte super enhancers. Nat Commun 2017;8:16058. [PMID: 28703137 PMCID: PMC5511350 DOI: 10.1038/ncomms16058] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Accepted: 05/19/2017] [Indexed: 12/26/2022] Open

Affiliation(s)

Romina Petersen Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
John J Lambourne Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
Biola M Javierre Nuclear Dynamics Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK
Luigi Grassi Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,NIHR BioResource-Rare Diseases, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
Roman Kreuzhuber Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
Dace Ruklisa Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,Medical Research Council Biostatistics Unit, University of Cambridge, Forvie Site, Cambridge Biomedical Campus, Cambridge CB2 0SR, UK
Isabel M Rosa Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
Ana R Tomé Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
Heather Elding Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SA, UK.,Strangeways Research Laboratory, The National Institute for Health Research (NIHR) Blood and Transplant Unit in Donor Health and Genomics at the University of Cambridge, University of Cambridge, Cambridge CB1 8RN, UK
Johanna P van Geffen Department of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, PO Box 616, 6200 MD Maastricht, The Netherlands
Tao Jiang Strangeways Research Laboratory, MRC/British Heart Foundation (BHF) Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
Samantha Farrow Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
Jonathan Cairns Nuclear Dynamics Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK
Abeer M Al-Subaie Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, University of Dammam, P.O. Box 1982, Dammam 31441, Saudi Arabia
Sofie Ashford Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,NIHR BioResource-Rare Diseases, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
Antony Attwood Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,NIHR BioResource-Rare Diseases, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
Joana Batista Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
Heleen Bouman Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SA, UK
Frances Burden Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
Fizzah A Choudry Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
Laura Clarke European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
Paul Flicek European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
Stephen F Garner National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
Matthias Haimel NIHR BioResource-Rare Diseases, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK.,Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
Carly Kempster Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
Vasileios Ladopoulos Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
An-Sofie Lenaerts NIHR Cambridge Biomedical Research Centre hIPSC Core Facility, Department of Surgery, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0SZ, UK.,Wellcome Trust and MRC Cambridge Stem Cell Institute, Department of Surgery, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0SZ, UK
Paulina M Materek NIHR Cambridge Biomedical Research Centre hIPSC Core Facility, Department of Surgery, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0SZ, UK.,Wellcome Trust and MRC Cambridge Stem Cell Institute, Department of Surgery, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0SZ, UK
Harriet McKinney Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
Stuart Meacham Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,NIHR BioResource-Rare Diseases, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
Daniel Mead Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SA, UK
Magdolna Nagy Department of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, PO Box 616, 6200 MD Maastricht, The Netherlands
Christopher J Penkett Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,NIHR BioResource-Rare Diseases, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
Augusto Rendon Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,Genomics England Limited, Queen Mary University of London, Dawson Hall, London EC1M 6BQ, UK
Denis Seyres Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,NIHR BioResource-Rare Diseases, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
Benjamin Sun Strangeways Research Laboratory, MRC/British Heart Foundation (BHF) Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
Salih Tuna Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,NIHR BioResource-Rare Diseases, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
Marie-Elise van der Weide Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
Steven W Wingett Nuclear Dynamics Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK
Joost H Martens Faculty of Science, Department of Molecular Biology, Radboud University, 6525GA Nijmegen, The Netherlands
Oliver Stegle European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
Sylvia Richardson Medical Research Council Biostatistics Unit, University of Cambridge, Forvie Site, Cambridge Biomedical Campus, Cambridge CB2 0SR, UK
Ludovic Vallier Wellcome Trust and MRC Cambridge Stem Cell Institute, Department of Surgery, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0SZ, UK.,The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SA, UK
David J Roberts Radcliffe Department of Medicine, John Radcliffe Hospital, University of Oxford, Headington, Oxford OX9 3DU, UK.,Department of Haematology, Churchill Hospital, Headington, Oxford OX3 7LE, UK.,NHSBT, John Radcliffe Hospital, Headington, Oxford OX3 9BQ, UK
Kathleen Freson Department of Cardiovascular Sciences, Center for Molecular and Vascular Biology, University of Leuven, Leuven 3000, Belgium
Lorenz Wernisch Medical Research Council Biostatistics Unit, University of Cambridge, Forvie Site, Cambridge Biomedical Campus, Cambridge CB2 0SR, UK
Hendrik G Stunnenberg Faculty of Science, Department of Molecular Biology, Radboud University, 6525GA Nijmegen, The Netherlands
John Danesh Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SA, UK.,Strangeways Research Laboratory, The National Institute for Health Research (NIHR) Blood and Transplant Unit in Donor Health and Genomics at the University of Cambridge, University of Cambridge, Cambridge CB1 8RN, UK.,Strangeways Research Laboratory, MRC/British Heart Foundation (BHF) Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK.,BHF Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
Peter Fraser Nuclear Dynamics Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.,Department of Biological Science, Florida State University, Tallahassee, Florida 32303, USA
Nicole Soranzo Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SA, UK.,Strangeways Research Laboratory, The National Institute for Health Research (NIHR) Blood and Transplant Unit in Donor Health and Genomics at the University of Cambridge, University of Cambridge, Cambridge CB1 8RN, UK.,BHF Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
Adam S Butterworth Strangeways Research Laboratory, The National Institute for Health Research (NIHR) Blood and Transplant Unit in Donor Health and Genomics at the University of Cambridge, University of Cambridge, Cambridge CB1 8RN, UK.,Strangeways Research Laboratory, MRC/British Heart Foundation (BHF) Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK.,BHF Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
Johan W Heemskerk Department of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, PO Box 616, 6200 MD Maastricht, The Netherlands
Ernest Turro Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,NIHR BioResource-Rare Diseases, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK.,Medical Research Council Biostatistics Unit, University of Cambridge, Forvie Site, Cambridge Biomedical Campus, Cambridge CB2 0SR, UK
Mikhail Spivakov Nuclear Dynamics Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK
Willem H Ouwehand Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,Department of Human Genetics, The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SA, UK.,Strangeways Research Laboratory, The National Institute for Health Research (NIHR) Blood and Transplant Unit in Donor Health and Genomics at the University of Cambridge, University of Cambridge, Cambridge CB1 8RN, UK.,BHF Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
William J Astle Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,Medical Research Council Biostatistics Unit, University of Cambridge, Forvie Site, Cambridge Biomedical Campus, Cambridge CB2 0SR, UK.,Strangeways Research Laboratory, MRC/British Heart Foundation (BHF) Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK.,BHF Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK
Kate Downes Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK
Myrto Kostadima Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
Mattia Frontini Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,National Health Service Blood and Transplant (NHSBT), Cambridge Biomedical Campus, Cambridge CB2 0PT, UK.,BHF Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Cambridge Biomedical Campus, Cambridge CB2 0QQ, UK

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Tarkin JM, Joshi FR, Evans NR, Chowdhury MM, Figg NL, Shah AV, Starks LT, Martin-Garrido A, Manavaki R, Yu E, Kuc RE, Grassi L, Kreuzhuber R, Kostadima MA, Frontini M, Kirkpatrick PJ, Coughlin PA, Gopalan D, Fryer TD, Buscombe JR, Groves AM, Ouwehand WH, Bennett MR, Warburton EA, Davenport AP, Rudd JHF. Detection of Atherosclerotic Inflammation by ⁶⁸Ga-DOTATATE PET Compared to [¹⁸F]FDG PET Imaging. J Am Coll Cardiol 2017;69:1774-1791. [PMID: 28385306 PMCID: PMC5381358 DOI: 10.1016/j.jacc.2017.01.060] [Citation(s) in RCA: 281] [Impact Index Per Article: 40.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2016] [Revised: 01/04/2017] [Accepted: 01/20/2017] [Indexed: 10/25/2022]

Abstract

BACKGROUND

Inflammation drives atherosclerotic plaque rupture. Although inflammation can be measured using fluorine-18-labeled fluorodeoxyglucose positron emission tomography ([¹⁸F]FDG PET), [¹⁸F]FDG lacks cell specificity, and coronary imaging is unreliable because of myocardial spillover.

OBJECTIVES

This study tested the efficacy of gallium-68-labeled DOTATATE (⁶⁸Ga-DOTATATE), a somatostatin receptor subtype-2 (SST₂)-binding PET tracer, for imaging atherosclerotic inflammation.

METHODS

We confirmed ⁶⁸Ga-DOTATATE binding in macrophages and excised carotid plaques. ⁶⁸Ga-DOTATATE PET imaging was compared to [¹⁸F]FDG PET imaging in 42 patients with atherosclerosis.

RESULTS

Target SSTR2 gene expression occurred exclusively in "proinflammatory" M1 macrophages, specific ⁶⁸Ga-DOTATATE ligand binding to SST₂ receptors occurred in CD68-positive macrophage-rich carotid plaque regions, and carotid SSTR2 mRNA was highly correlated with in vivo ⁶⁸Ga-DOTATATE PET signals (r = 0.89; 95% confidence interval [CI]: 0.28 to 0.99; p = 0.02). ⁶⁸Ga-DOTATATE mean of maximum tissue-to-blood ratios (mTBR_max) correctly identified culprit versus nonculprit arteries in patients with acute coronary syndrome (median difference: 0.69; interquartile range [IQR]: 0.22 to 1.15; p = 0.008) and transient ischemic attack/stroke (median difference: 0.13; IQR: 0.07 to 0.32; p = 0.003). ⁶⁸Ga-DOTATATE mTBR_max predicted high-risk coronary computed tomography features (receiver operating characteristics area under the curve [ROC AUC]: 0.86; 95% CI: 0.80 to 0.92; p < 0.0001), and correlated with Framingham risk score (r = 0.53; 95% CI: 0.32 to 0.69; p <0.0001) and [¹⁸F]FDG uptake (r = 0.73; 95% CI: 0.64 to 0.81; p < 0.0001). [¹⁸F]FDG mTBR_max differentiated culprit from nonculprit carotid lesions (median difference: 0.12; IQR: 0.0 to 0.23; p = 0.008) and high-risk from lower-risk coronary arteries (ROC AUC: 0.76; 95% CI: 0.62 to 0.91; p = 0.002); however, myocardial [¹⁸F]FDG spillover rendered coronary [¹⁸F]FDG scans uninterpretable in 27 patients (64%). Coronary ⁶⁸Ga-DOTATATE PET scans were readable in all patients.

CONCLUSIONS

We validated ⁶⁸Ga-DOTATATE PET as a novel marker of atherosclerotic inflammation and confirmed that ⁶⁸Ga-DOTATATE offers superior coronary imaging, excellent macrophage specificity, and better power to discriminate high-risk versus low-risk coronary lesions than [¹⁸F]FDG. (Vascular Inflammation Imaging Using Somatostatin Receptor Positron Emission Tomography [VISION]; NCT02021188).

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Affiliation(s)

Jason M Tarkin Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
Francis R Joshi Heart Center, Rigshospitalet, Copenhagen, Denmark
Nicholas R Evans Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
Mohammed M Chowdhury Department of Vascular and Endovascular Surgery, Addenbrooke's Hospital, Cambridge, United Kingdom
Nichola L Figg Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
Aarti V Shah Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
Lakshi T Starks Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
Abel Martin-Garrido Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
Roido Manavaki Department of Radiology, University of Cambridge, Cambridge, United Kingdom
Emma Yu Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
Rhoda E Kuc Experimental Medicine and Immunotherapeutics, University of Cambridge, Cambridge, United Kingdom
Luigi Grassi Department of Hematology, University of Cambridge, and National Health Service Blood and Transport, Cambridge Biomedical Campus, Cambridge, United Kingdom
Roman Kreuzhuber Department of Hematology, University of Cambridge, and National Health Service Blood and Transport, Cambridge Biomedical Campus, Cambridge, United Kingdom
Myrto A Kostadima Department of Hematology, University of Cambridge, and National Health Service Blood and Transport, Cambridge Biomedical Campus, Cambridge, United Kingdom
Mattia Frontini Department of Hematology, University of Cambridge, and National Health Service Blood and Transport, Cambridge Biomedical Campus, Cambridge, United Kingdom
Peter J Kirkpatrick Division of Neurosurgery, Addenbrooke's Hospital, Cambridge, United Kingdom
Patrick A Coughlin Department of Vascular and Endovascular Surgery, Addenbrooke's Hospital, Cambridge, United Kingdom
Deepa Gopalan Department of Radiology, University of Cambridge, Cambridge, United Kingdom; Department of Radiology, Hammersmith Hospital, London, United Kingdom
Tim D Fryer Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
John R Buscombe Department of Nuclear Medicine, Addenbrooke's Hospital, Cambridge, United Kingdom
Ashley M Groves Institute of Nuclear Medicine, University College London, London, United Kingdom
Willem H Ouwehand Department of Hematology, University of Cambridge, and National Health Service Blood and Transport, Cambridge Biomedical Campus, Cambridge, United Kingdom; Department of Human Genetics, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, United Kingdom
Martin R Bennett Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom
Elizabeth A Warburton Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
Anthony P Davenport Experimental Medicine and Immunotherapeutics, University of Cambridge, Cambridge, United Kingdom
James H F Rudd Division of Cardiovascular Medicine, University of Cambridge, Cambridge, United Kingdom.

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Tarkin JM, Joshi FR, Evans NR, Chowdhury MM, Figg NL, Shah AV, Starks LT, Martin-Garrido A, Manavaki R, Yu E, Kuc RE, Grassi L, Kreuzhuber R, Kostadima MA, Frontini M, Kirkpatrick PJ, Coughlin PA, Gopalan D, Fryer TD, Buscombe JR, Groves AM, Ouwehand WH, Bennett MR, Warburton EA, Davenport AP, Rudd JHF. D Atherosclerotic inflammation imaging using⁶⁸ga-dotatate pet vs.¹⁸f-fdg pet: a prospective clinical sudy with molecular and histological validation. Heart 2017. [DOI: 10.1136/heartjnl-2017-311726.235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]

Javierre BM, Burren OS, Wilder SP, Kreuzhuber R, Hill SM, Sewitz S, Cairns J, Wingett SW, Várnai C, Thiecke MJ, Burden F, Farrow S, Cutler AJ, Rehnström K, Downes K, Grassi L, Kostadima M, Freire-Pritchett P, Wang F, Stunnenberg HG, Todd JA, Zerbino DR, Stegle O, Ouwehand WH, Frontini M, Wallace C, Spivakov M, Fraser P. Lineage-Specific Genome Architecture Links Enhancers and Non-coding Disease Variants to Target Gene Promoters. Cell 2016;167:1369-1384.e19. [PMID: 27863249 PMCID: PMC5123897 DOI: 10.1016/j.cell.2016.09.037] [Citation(s) in RCA: 603] [Impact Index Per Article: 75.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2016] [Revised: 09/06/2016] [Accepted: 09/22/2016] [Indexed: 12/20/2022]

Affiliation(s)

Biola M Javierre Nuclear Dynamics Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK
Oliver S Burren JDRF/Wellcome Trust Diabetes and Inflammation Laboratory, Department of Medical Genetics, NIHR Cambridge Biomedical Research Centre, Cambridge Institute for Medical Research, University of Cambridge, Cambridge CB2 0XY, UK
Steven P Wilder European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Cambridge CB10 1SD, UK
Roman Kreuzhuber European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Cambridge CB10 1SD, UK; Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
Steven M Hill MRC Biostatistics Unit, Cambridge Institute of Public Health, Cambridge Biomedical Campus, Cambridge CB2 0SR, UK
Sven Sewitz Nuclear Dynamics Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK
Jonathan Cairns Nuclear Dynamics Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK
Steven W Wingett Nuclear Dynamics Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK
Csilla Várnai Nuclear Dynamics Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK
Michiel J Thiecke Nuclear Dynamics Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK
Frances Burden Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
Samantha Farrow Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
Antony J Cutler JDRF/Wellcome Trust Diabetes and Inflammation Laboratory, Department of Medical Genetics, NIHR Cambridge Biomedical Research Centre, Cambridge Institute for Medical Research, University of Cambridge, Cambridge CB2 0XY, UK
Karola Rehnström Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
Kate Downes Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
Luigi Grassi Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
Myrto Kostadima European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Cambridge CB10 1SD, UK; Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK
Paula Freire-Pritchett Nuclear Dynamics Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK
Fan Wang MRC Biostatistics Unit, Cambridge Institute of Public Health, Cambridge Biomedical Campus, Cambridge CB2 0SR, UK
Hendrik G Stunnenberg Department of Molecular Biology, Faculty of Science, Radboud Institute for Molecular Life Sciences, Radboud University Nijmegen, Geert Grooteplein Zuid 30, 6525 GA Nijmegen, the Netherlands
John A Todd JDRF/Wellcome Trust Diabetes and Inflammation Laboratory, Department of Medical Genetics, NIHR Cambridge Biomedical Research Centre, Cambridge Institute for Medical Research, University of Cambridge, Cambridge CB2 0XY, UK
Daniel R Zerbino European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Cambridge CB10 1SD, UK
Oliver Stegle European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Cambridge CB10 1SD, UK
Willem H Ouwehand Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; British Heart Foundation Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Hills Road, Cambridge CB2 0QQ, UK; Department of Human Genetics, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1HH, UK
Mattia Frontini Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; National Health Service Blood and Transplant, Cambridge Biomedical Campus, Long Road, Cambridge CB2 0PT, UK; British Heart Foundation Centre of Excellence, Division of Cardiovascular Medicine, Addenbrooke's Hospital, Hills Road, Cambridge CB2 0QQ, UK.
Chris Wallace JDRF/Wellcome Trust Diabetes and Inflammation Laboratory, Department of Medical Genetics, NIHR Cambridge Biomedical Research Centre, Cambridge Institute for Medical Research, University of Cambridge, Cambridge CB2 0XY, UK; MRC Biostatistics Unit, Cambridge Institute of Public Health, Cambridge Biomedical Campus, Cambridge CB2 0SR, UK; Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge CB2 0SP, UK.
Mikhail Spivakov Nuclear Dynamics Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.
Peter Fraser Nuclear Dynamics Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.

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