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Zecher BF, Ellinghaus D, Schloer S, Niehrs A, Padoan B, Baumdick ME, Yuki Y, Martin MP, Glow D, Schröder-Schwarz J, Niersch J, Brias S, Müller LM, Habermann R, Kretschmer P, Früh T, Dänekas J, Wehmeyer MH, Poch T, Sebode M, Ellinghaus E, Degenhardt F, Körner C, Hoelzemer A, Fehse B, Oldhafer KJ, Schumacher U, Sauter G, Carrington M, Franke A, Bunders MJ, Schramm C, Altfeld M. HLA-DPA1*02:01~B1*01:01 is a risk haplotype for primary sclerosing cholangitis mediating activation of NKp44+ NK cells. Gut 2024; 73:325-337. [PMID: 37788895 PMCID: PMC10850656 DOI: 10.1136/gutjnl-2023-329524] [Citation(s) in RCA: 0] [Impact Index Per Article: 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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 09/11/2023] [Indexed: 10/05/2023]
Abstract
OBJECTIVE Primary sclerosing cholangitis (PSC) is characterised by bile duct strictures and progressive liver disease, eventually requiring liver transplantation. Although the pathogenesis of PSC remains incompletely understood, strong associations with HLA-class II haplotypes have been described. As specific HLA-DP molecules can bind the activating NK-cell receptor NKp44, we investigated the role of HLA-DP/NKp44-interactions in PSC. DESIGN Liver tissue, intrahepatic and peripheral blood lymphocytes of individuals with PSC and control individuals were characterised using flow cytometry, immunohistochemical and immunofluorescence analyses. HLA-DPA1 and HLA-DPB1 imputation and association analyses were performed in 3408 individuals with PSC and 34 213 controls. NK cell activation on NKp44/HLA-DP interactions was assessed in vitro using plate-bound HLA-DP molecules and HLA-DPB wildtype versus knock-out human cholangiocyte organoids. RESULTS NKp44+NK cells were enriched in livers, and intrahepatic bile ducts of individuals with PSC showed higher expression of HLA-DP. HLA-DP haplotype analysis revealed a highly elevated PSC risk for HLA-DPA1*02:01~B1*01:01 (OR 1.99, p=6.7×10-50). Primary NKp44+NK cells exhibited significantly higher degranulation in response to plate-bound HLA-DPA1*02:01-DPB1*01:01 compared with control HLA-DP molecules, which were inhibited by anti-NKp44-blocking. Human cholangiocyte organoids expressing HLA-DPA1*02:01-DPB1*01:01 after IFN-γ-exposure demonstrated significantly increased binding to NKp44-Fc constructs compared with unstimulated controls. Importantly, HLA-DPA1*02:01-DPB1*01:01-expressing organoids increased degranulation of NKp44+NK cells compared with HLA-DPB1-KO organoids. CONCLUSION Our studies identify a novel PSC risk haplotype HLA-DP A1*02:01~DPB1*01:01 and provide clinical and functional data implicating NKp44+NK cells that recognise HLA-DPA1*02:01-DPB1*01:01 expressed on cholangiocytes in PSC pathogenesis.
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Affiliation(s)
- Britta F Zecher
- Ist Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
- Leibniz Institute of Virology, Hamburg, Germany
| | - David Ellinghaus
- Institute of Clinical Molecular Biology, University of Kiel, Kiel, Germany
| | | | | | | | | | - Yuko Yuki
- Basic Science Program, Frederick National Laboratory for Cancer Research and Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Frederick, Maryland, USA
| | - Maureen P Martin
- Basic Science Program, Frederick National Laboratory for Cancer Research and Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Frederick, Maryland, USA
| | - Dawid Glow
- Research Department Cell and Gene Therapy, Department of Stem Cell Transplantation, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jennifer Schröder-Schwarz
- Institute of Anatomy and Experimental Morphology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | | - Sébastien Brias
- Ist Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
- Leibniz Institute of Virology, Hamburg, Germany
| | | | | | | | | | | | - Malte H Wehmeyer
- Ist Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Tobias Poch
- Ist Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Marcial Sebode
- Ist Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, University of Kiel, Kiel, Germany
| | - Frauke Degenhardt
- Institute of Clinical Molecular Biology, University of Kiel, Kiel, Germany
| | | | - Angelique Hoelzemer
- Ist Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
- Leibniz Institute of Virology, Hamburg, Germany
| | - Boris Fehse
- Research Department Cell and Gene Therapy, Department of Stem Cell Transplantation, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Karl J Oldhafer
- Department of General & Abdominal Surgery, Asklepios Hospital Barmbek, Hamburg, Germany
| | - Udo Schumacher
- Institute of Anatomy and Experimental Morphology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Guido Sauter
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Mary Carrington
- Basic Science Program, Frederick National Laboratory for Cancer Research and Laboratory of Integrative Cancer Immunology, Center for Cancer Research, National Cancer Institute, Frederick, Maryland, USA
- Ragon Institute of MGH, MIT and Harvard, Cambridge, Massachusetts, USA
| | - Andre Franke
- Institute of Clinical Molecular Biology, University of Kiel, Kiel, Germany
| | - Madeleine J Bunders
- Leibniz Institute of Virology, Hamburg, Germany
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Christoph Schramm
- Ist Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
- Martin Zeitz Center for Rare Diseases and Hamburg Centre for Translational Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Marcus Altfeld
- Leibniz Institute of Virology, Hamburg, Germany
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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2
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Dand N, Stuart PE, Bowes J, Ellinghaus D, Nititham J, Saklatvala JR, Teder-Laving M, Thomas LF, Traks T, Uebe S, Assmann G, Baudry D, Behrens F, Billi AC, Brown MA, Burkhardt H, Capon F, Chung R, Curtis CJ, Duckworth M, Ellinghaus E, FitzGerald O, Gerdes S, Griffiths CEM, Gulliver S, Helliwell P, Ho P, Hoffmann P, Holmen OL, Huang ZM, Hveem K, Jadon D, Köhm M, Kraus C, Lamacchia C, Lee SH, Ma F, Mahil SK, McHugh N, McManus R, Modalsli EH, Nissen MJ, Nöthen M, Oji V, Oksenberg JR, Patrick MT, Perez-White BE, Ramming A, Rech J, Rosen C, Sarkar MK, Schett G, Schmidt B, Tejasvi T, Traupe H, Voorhees JJ, Wacker EM, Warren RB, Wasikowski R, Weidinger S, Wen X, Zhang Z, Barton A, Chandran V, Esko T, Foerster J, Franke A, Gladman DD, Gudjonsson JE, Gulliver W, Hüffmeier U, Kingo K, Kõks S, Liao W, Løset M, Mägi R, Nair RP, Rahman P, Reis A, Smith CH, Di Meglio P, Barker JN, Tsoi LC, Simpson MA, Elder JT. GWAS meta-analysis of psoriasis identifies new susceptibility alleles impacting disease mechanisms and therapeutic targets. medRxiv 2023:2023.10.04.23296543. [PMID: 37873414 PMCID: PMC10593001 DOI: 10.1101/2023.10.04.23296543] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Psoriasis is a common, debilitating immune-mediated skin disease. Genetic studies have identified biological mechanisms of psoriasis risk, including those targeted by effective therapies. However, the genetic liability to psoriasis is not fully explained by variation at robustly identified risk loci. To move towards a saturation map of psoriasis susceptibility we meta-analysed 18 GWAS comprising 36,466 cases and 458,078 controls and identified 109 distinct psoriasis susceptibility loci, including 45 that have not been previously reported. These include susceptibility variants at loci in which the therapeutic targets IL17RA and AHR are encoded, and deleterious coding variants supporting potential new drug targets (including in STAP2, CPVL and POU2F3). We conducted a transcriptome-wide association study to identify regulatory effects of psoriasis susceptibility variants and cross-referenced these against single cell expression profiles in psoriasis-affected skin, highlighting roles for the transcriptional regulation of haematopoietic cell development and epigenetic modulation of interferon signalling in psoriasis pathobiology.
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Affiliation(s)
- Nick Dand
- Department of Medical & Molecular Genetics, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
- Health Data Research UK, London, UK
| | - Philip E Stuart
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - John Bowes
- Centre for Genetics and Genomics Versus Arthritis, The University of Manchester, Manchester, UK
- National Institute for Health and Care Research (NIHR) Manchester Biomedical Research Centre, The University of Manchester, Manchester, UK
| | - David Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Joanne Nititham
- Deparment of Dermatology, University of California San Francisco, San Francisco, CA, USA
| | - Jake R Saklatvala
- Department of Medical & Molecular Genetics, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | | | - Laurent F Thomas
- Department of Clinical and Molecular Medicine, NTNU - Norwegian University of Science and Technology, Trondheim, Norway
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Trondheim, Norway
- BioCore - Bioinformatics Core Facility, NTNU - Norwegian University of Science and Technology, Trondheim, Norway
- Clinic of Laboratory Medicine, St.Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Tanel Traks
- Department of Dermatology and Venereology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Steffen Uebe
- Institute of Human Genetics, Universitätsklinikum Erlangen, FAU Erlangen-Nürnberg, Erlangen, Germany
| | - Gunter Assmann
- RUB University Hospital JWK Minden, Department of Rheumatology, Minden, Germany
- Jose-Carreras Centrum for Immuno- and Gene Therapy, University of Saarland Medical School, Homburg, Germany
| | - David Baudry
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Frank Behrens
- Division of Translational Rheumatology, Immunology - Inflammation Medicine, University Hospital, Goethe University, Frankfurt am Main, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Frankfurt am Main, Germany
- Fraunhofer Cluster of Excellence Immune-mediated Diseases CIMD, Frankfurt am Main, Germany
- Division of Rheumatology, University Hospital, Goethe University, Frankfurt am Main, Germany
| | - Allison C Billi
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Matthew A Brown
- Department of Medical & Molecular Genetics, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
- Genomics England, Canary Wharf, London, UK
| | - Harald Burkhardt
- Division of Rheumatology, University Hospital, Goethe University, Frankfurt am Main, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Frankfurt am Main, Germany
- Fraunhofer Cluster of Excellence Immune-mediated Diseases CIMD, Frankfurt am Main, Germany
| | - Francesca Capon
- Department of Medical & Molecular Genetics, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Raymond Chung
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, Denmark Hill, Camberwell, London, UK
- National Institute for Health and Care Research (NIHR) Biomedical Research Centre, South London and Maudsley Hospital, London, UK
| | - Charles J Curtis
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, Denmark Hill, Camberwell, London, UK
- National Institute for Health and Care Research (NIHR) Biomedical Research Centre, South London and Maudsley Hospital, London, UK
| | - Michael Duckworth
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Oliver FitzGerald
- UCD School of Medicine and Medical Sciences and Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Ireland
| | - Sascha Gerdes
- Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Christopher E M Griffiths
- Centre for Dermatology Research, University of Manchester, NIHR Manchester Biomedical Research Centre, Manchester, UK
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
- Department of Dermatology, King's College Hospital NHS Foundation Trust, London, UK
| | | | - Philip Helliwell
- National Institute for Health and Care Research (NIHR) Leeds Biomedical Research Centre, Leeds Teaching Hospitals Trust, UK
- Leeds Institute of Rheumatic and Musculoskeletal Disease, University of Leeds, UK
| | - Pauline Ho
- Centre for Genetics and Genomics Versus Arthritis, The University of Manchester, Manchester, UK
- National Institute for Health and Care Research (NIHR) Manchester Biomedical Research Centre, The University of Manchester, Manchester, UK
- The Kellgren Centre for Rheumatology, Manchester University NHS Foundation Trust, Manchester, UK
| | - Per Hoffmann
- Institute of Human Genetics, University of Bonn, School of Medicine & University Hospital Bonn, Bonn, Germany
| | - Oddgeir L Holmen
- HUNT Research Centre, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Levanger, Norway
- Levanger Hospital, Nord-Trøndelag Hospital Trust, Levanger, Norway
| | - Zhi-Ming Huang
- Deparment of Dermatology, University of California San Francisco, San Francisco, CA, USA
| | - Kristian Hveem
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Trondheim, Norway
- HUNT Research Centre, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Levanger, Norway
- Levanger Hospital, Nord-Trøndelag Hospital Trust, Levanger, Norway
| | - Deepak Jadon
- Department of Medicine, University of Cambridge, Cambridge, UK
| | - Michaela Köhm
- Division of Translational Rheumatology, Immunology - Inflammation Medicine, University Hospital, Goethe University, Frankfurt am Main, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Frankfurt am Main, Germany
- Fraunhofer Cluster of Excellence Immune-mediated Diseases CIMD, Frankfurt am Main, Germany
- Division of Rheumatology, University Hospital, Goethe University, Frankfurt am Main, Germany
| | - Cornelia Kraus
- Institute of Human Genetics, Universitätsklinikum Erlangen, FAU Erlangen-Nürnberg, Erlangen, Germany
| | - Céline Lamacchia
- Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland
| | - Sang Hyuck Lee
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, Denmark Hill, Camberwell, London, UK
- National Institute for Health and Care Research (NIHR) Biomedical Research Centre, South London and Maudsley Hospital, London, UK
| | - Feiyang Ma
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA
| | - Satveer K Mahil
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
- St John's Institute of Dermatology, Guy's and St Thomas' National Health Service (NHS) Foundation Trust, London, UK
| | - Neil McHugh
- Royal National Hospital for Rheumatic Diseases and Dept Pharmacy and Pharmacology, University of Bath, UK
| | - Ross McManus
- Department of Clinical Medicine, Trinity Translational Medicine Institute, Trinity College Dublin, Ireland
| | - Ellen H Modalsli
- Department of Clinical and Molecular Medicine, NTNU - Norwegian University of Science and Technology, Trondheim, Norway
- Department of Dermatology, Clinic of Orthopedy, Rheumatology and Dermatology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Michael J Nissen
- Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland
| | - Markus Nöthen
- Institute of Human Genetics, University of Bonn, School of Medicine & University Hospital Bonn, Bonn, Germany
| | - Vinzenz Oji
- Department of Dermatology, University of Münster, Münster, Germany
| | - Jorge R Oksenberg
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA, USA
| | - Matthew T Patrick
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | | | - Andreas Ramming
- Department of Internal Medicine 3, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Friedrich-Alexander-University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Jürgen Rech
- Department of Internal Medicine 3, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Friedrich-Alexander-University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Cheryl Rosen
- Division of Dermatology, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Georg Schett
- Department of Internal Medicine 3, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Friedrich-Alexander-University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Börge Schmidt
- Institute of Medical Informatics, Biometry and Epidemiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Trilokraj Tejasvi
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
- Ann Arbor Veterans Affairs Hospital, Ann Arbor, MI, USA
| | - Heiko Traupe
- Department of Dermatology, University of Münster, Münster, Germany
| | - John J Voorhees
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Eike Matthias Wacker
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Richard B Warren
- Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, UK
- Centre for Dermatology Research, Salford Royal Hospital, Northern Care Alliance NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, M6 8HD, UK
| | - Rachael Wasikowski
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Stephan Weidinger
- Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Xiaoquan Wen
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Zhaolin Zhang
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Anne Barton
- Centre for Genetics and Genomics Versus Arthritis, The University of Manchester, Manchester, UK
- National Institute for Health and Care Research (NIHR) Manchester Biomedical Research Centre, The University of Manchester, Manchester, UK
- The Kellgren Centre for Rheumatology, Manchester University NHS Foundation Trust, Manchester, UK
| | - Vinod Chandran
- Schroeder Arthritis Institute, Krembil Research Institute, and Toronto Western Hospital, University Health Network and University of Toronto, Toronto, Ontario, Canada
| | - Tõnu Esko
- Institute of Genomics, University of Tartu, Tartu, Estonia
| | - John Foerster
- College of Medicine, Dentistry, and Nursing, University of Dundee, Dundee, UK
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Dafna D Gladman
- Schroeder Arthritis Institute, Krembil Research Institute, and Toronto Western Hospital, University Health Network and University of Toronto, Toronto, Ontario, Canada
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Wayne Gulliver
- Newlab Clinical Research Inc, St. John's, NL, Canada
- Department of Dermatology, Discipline of Medicine, Faculty of Medicine, Memorial University of Newfoundland, St. John's, NL, Canada
| | - Ulrike Hüffmeier
- Institute of Human Genetics, Universitätsklinikum Erlangen, FAU Erlangen-Nürnberg, Erlangen, Germany
| | - Külli Kingo
- Department of Dermatology and Venereology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- Dermatology Clinic, Tartu University Hospital, Tartu, Estonia
| | - Sulev Kõks
- Perron Institute for Neurological and Translational Science, Nedlands, WA 6009, Australia
- Centre for Molecular Medicine and Innovative Therapeutics, Health Futures Institute, Murdoch University, Perth, WA 6150, Australia
| | - Wilson Liao
- Deparment of Dermatology, University of California San Francisco, San Francisco, CA, USA
| | - Mari Løset
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Trondheim, Norway
- Department of Dermatology, Clinic of Orthopedy, Rheumatology and Dermatology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Reedik Mägi
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Rajan P Nair
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Proton Rahman
- Memorial University of Newfoundland, St. John's, NL, Canada
| | - André Reis
- Institute of Human Genetics, Universitätsklinikum Erlangen, FAU Erlangen-Nürnberg, Erlangen, Germany
| | - Catherine H Smith
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
- St John's Institute of Dermatology, Guy's and St Thomas' National Health Service (NHS) Foundation Trust, London, UK
| | - Paola Di Meglio
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Jonathan N Barker
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
- St John's Institute of Dermatology, Guy's and St Thomas' National Health Service (NHS) Foundation Trust, London, UK
| | - Lam C Tsoi
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Michael A Simpson
- Department of Medical & Molecular Genetics, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - James T Elder
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
- Ann Arbor Veterans Affairs Hospital, Ann Arbor, MI, USA
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3
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Sazonovs A, Stevens CR, Venkataraman GR, Yuan K, Avila B, Abreu MT, Ahmad T, Allez M, Ananthakrishnan AN, Atzmon G, Baras A, Barrett JC, Barzilai N, Beaugerie L, Beecham A, Bernstein CN, Bitton A, Bokemeyer B, Chan A, Chung D, Cleynen I, Cosnes J, Cutler DJ, Daly A, Damas OM, Datta LW, Dawany N, Devoto M, Dodge S, Ellinghaus E, Fachal L, Farkkila M, Faubion W, Ferreira M, Franchimont D, Gabriel SB, Ge T, Georges M, Gettler K, Giri M, Glaser B, Goerg S, Goyette P, Graham D, Hämäläinen E, Haritunians T, Heap GA, Hiltunen M, Hoeppner M, Horowitz JE, Irving P, Iyer V, Jalas C, Kelsen J, Khalili H, Kirschner BS, Kontula K, Koskela JT, Kugathasan S, Kupcinskas J, Lamb CA, Laudes M, Lévesque C, Levine AP, Lewis JD, Liefferinckx C, Loescher BS, Louis E, Mansfield J, May S, McCauley JL, Mengesha E, Mni M, Moayyedi P, Moran CJ, Newberry RD, O'Charoen S, Okou DT, Oldenburg B, Ostrer H, Palotie A, Paquette J, Pekow J, Peter I, Pierik MJ, Ponsioen CY, Pontikos N, Prescott N, Pulver AE, Rahmouni S, Rice DL, Saavalainen P, Sands B, Sartor RB, Schiff ER, Schreiber S, Schumm LP, Segal AW, Seksik P, Shawky R, Sheikh SZ, Silverberg MS, Simmons A, Skeiceviciene J, Sokol H, Solomonson M, Somineni H, Sun D, Targan S, Turner D, Uhlig HH, van der Meulen AE, Vermeire S, Verstockt S, Voskuil MD, Winter HS, Young J, Duerr RH, Franke A, Brant SR, Cho J, Weersma RK, Parkes M, Xavier RJ, Rivas MA, Rioux JD, McGovern DPB, Huang H, Anderson CA, Daly MJ. Large-scale sequencing identifies multiple genes and rare variants associated with Crohn's disease susceptibility. Nat Genet 2022; 54:1275-1283. [PMID: 36038634 PMCID: PMC9700438 DOI: 10.1038/s41588-022-01156-2] [Citation(s) in RCA: 51] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 07/12/2022] [Indexed: 01/18/2023]
Abstract
Genome-wide association studies (GWASs) have identified hundreds of loci associated with Crohn's disease (CD). However, as with all complex diseases, robust identification of the genes dysregulated by noncoding variants typically driving GWAS discoveries has been challenging. Here, to complement GWASs and better define actionable biological targets, we analyzed sequence data from more than 30,000 patients with CD and 80,000 population controls. We directly implicate ten genes in general onset CD for the first time to our knowledge via association to coding variation, four of which lie within established CD GWAS loci. In nine instances, a single coding variant is significantly associated, and in the tenth, ATG4C, we see additionally a significantly increased burden of very rare coding variants in CD cases. In addition to reiterating the central role of innate and adaptive immune cells as well as autophagy in CD pathogenesis, these newly associated genes highlight the emerging role of mesenchymal cells in the development and maintenance of intestinal inflammation.
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Affiliation(s)
- Aleksejs Sazonovs
- Genomics of Inflammation and Immunity Group, Human Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
| | - Christine R Stevens
- Program in Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Stanley Center for Psychiatric Research, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | | | - Kai Yuan
- Stanley Center for Psychiatric Research, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Brandon Avila
- Program in Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Maria T Abreu
- Crohn's and Colitis Center, Leonard M. Miller School of Medicine, University of Miami, Miami, FL, USA
| | | | - Matthieu Allez
- Hopital Saint-Louis, APHP, Universite de Paris, INSERM U1160, Paris, France
| | - Ashwin N Ananthakrishnan
- Division of Gastroenterology, Crohn's and Colitis Center, Massachusetts General Hospital, Boston, MA, USA
| | - Gil Atzmon
- Department for Human Biology, University of Haifa, Haifa, Israel
- Departments of Medicine and Genetics, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Aris Baras
- Regeneron Genetics Center, Tarrytown, NY, USA
| | - Jeffrey C Barrett
- Human Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
| | - Nir Barzilai
- Departments of Medicine and Genetics, Albert Einstein College of Medicine, Bronx, NY, USA
- The Institute for Aging Research, The Nathan Shock Center of Excellence in the Basic Biology of Aging and the Paul F. Glenn Center for the Biology of Human Aging Research at Albert Einstein College of Medicine of Yeshiva University, Bronx, NY, USA
| | - Laurent Beaugerie
- Gastroenterology Department, Sorbonne Universite, Saint Antoine Hospital, Paris, France
| | - Ashley Beecham
- John P. Hussman Institute for Human Genomics, Leonard M. Miller School of Medicine, University of Miami, Miami, FL, USA
- The Dr. John T. Macdonald Foundation Department of Human Genetics, Leonard M. Miller School of Medicine, University of Miami, Miami, FL, USA
| | | | - Alain Bitton
- McGill University and McGill University Health Centre, Montreal, Quebec, Canada
| | - Bernd Bokemeyer
- Department of Internal Medicine, University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Andrew Chan
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Boston, MA, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Womens Hospital, Boston, MA, USA
| | | | | | - Jacques Cosnes
- Professeur Chef de Service chez APHP and Universite Paris-6, Paris, France
| | - David J Cutler
- Department of Human Genetics, Emory University, Atlanta, GA, USA
- Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Allan Daly
- Human Genetics Informatics, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
| | | | - Lisa W Datta
- Meyerhoff Inflammatory Bowel Disease Center, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Noor Dawany
- Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Marcella Devoto
- Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
- University of Rome Sapienza, Rome, Italy
- IRGB - CNR, Cagliari, Italy
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - Sheila Dodge
- Genomics Platform, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Eva Ellinghaus
- Christian-Albrechts-University of Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Laura Fachal
- Genomics of Inflammation and Immunity Group, Human Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
| | | | | | | | | | - Stacey B Gabriel
- Genomics Platform, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Tian Ge
- Stanley Center for Psychiatric Research, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Center for Precision Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | | | - Kyle Gettler
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Mamta Giri
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Benjamin Glaser
- Department of Endocrinology and Metabolism, Hadassah Medical Center and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | | | - Philippe Goyette
- Research Center Montreal Heart Institute, Montreal, Quebec, Canada
| | - Daniel Graham
- Infectious Disease and Microbiome Program, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA, USA
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA, USA
| | - Eija Hämäläinen
- Institute for Molecular Medicine Finland, FIMM, HiLIFE, University of Helsinki, Helsinki, Finland
| | - Talin Haritunians
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | | | - Mikko Hiltunen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | - Marc Hoeppner
- Christian-Albrechts-University of Kiel, Kiel, Germany
| | | | - Peter Irving
- Department of Gastroenterology, Guys and Saint Thomas Hospital, London, UK
- School of Immunology and Microbial Sciences, Kings College London, London, UK
| | - Vivek Iyer
- Human Genetics Informatics, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
| | - Chaim Jalas
- Director of Genetic Resources and Services, Center for Rare Jewish Genetic Disorders, Bonei Olam, Brooklyn, NY, USA
| | - Judith Kelsen
- Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Hamed Khalili
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Boston, MA, USA
| | - Barbara S Kirschner
- Department of Gastroenterology, University of Chicago Medicine, Chicago, IL, USA
| | - Kimmo Kontula
- Department of Medicine, Helsinki University Hospital, and Research Program for Clinical and Molecular Metabolism, University of Helsinki, Helsinki, Finland
| | - Jukka T Koskela
- Institute for Molecular Medicine Finland, FIMM, HiLIFE, University of Helsinki, Helsinki, Finland
| | - Subra Kugathasan
- Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Juozas Kupcinskas
- Department of Gastroenterology and Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Christopher A Lamb
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- Department of Gastroenterology, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | | | - Chloé Lévesque
- Research Center Montreal Heart Institute, Montreal, Quebec, Canada
| | | | - James D Lewis
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Crohn's and Colitis Foundation, New York, NY, USA
| | | | - Britt-Sabina Loescher
- Christian-Albrechts-University of Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
| | | | - John Mansfield
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- Department of Gastroenterology, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Sandra May
- Christian-Albrechts-University of Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Jacob L McCauley
- John P. Hussman Institute for Human Genomics, Leonard M. Miller School of Medicine, University of Miami, Miami, FL, USA
- The Dr. John T. Macdonald Foundation Department of Human Genetics, Leonard M. Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Emebet Mengesha
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Myriam Mni
- University of Liège, ULG, Liège, Belgium
| | | | | | | | | | - David T Okou
- Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta, GA, USA
- Institut National de Sante Publique (INSP), Abidjan, Côte d'Ivoire
| | - Bas Oldenburg
- Department of Gastroenterology and Hepatology, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Harry Ostrer
- Albert Einstein College of Medicine, Bronx, NY, USA
| | - Aarno Palotie
- Program in Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Stanley Center for Psychiatric Research, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Institute for Molecular Medicine Finland, FIMM, HiLIFE, University of Helsinki, Helsinki, Finland
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Jean Paquette
- Research Center Montreal Heart Institute, Montreal, Quebec, Canada
| | - Joel Pekow
- Department of Gastroenterology, University of Chicago Medicine, Chicago, IL, USA
| | - Inga Peter
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Marieke J Pierik
- Department of Gastroenterology and Hepatology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Cyriel Y Ponsioen
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centres, Amsterdam, The Netherlands
| | | | - Natalie Prescott
- Department of Medical and Molecular Genetics, Kings College London, London, UK
| | - Ann E Pulver
- School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | | | - Daniel L Rice
- Genomics of Inflammation and Immunity Group, Human Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
| | - Päivi Saavalainen
- Research Programs Unit, Immunobiology, University of Helsinki, Helsinki, Finland
| | - Bruce Sands
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - R Balfour Sartor
- Center for Gastrointestinal Biology and Disease, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | | | - Stefan Schreiber
- Christian-Albrechts-University of Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
| | - L Philip Schumm
- Department of Public Health Sciences, University of Chicago, Chicago, IL, USA
| | | | - Philippe Seksik
- Gastroenterology Department, Sorbonne Universite, Saint Antoine Hospital, Paris, France
| | - Rasha Shawky
- IBD BioResource, NIHR BioResource, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Shehzad Z Sheikh
- Center for Gastrointestinal Biology and Disease, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | | | - Alison Simmons
- MRC Human Immunology Unit, NIHR Biomedical Research Centre, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Jurgita Skeiceviciene
- Department of Gastroenterology and Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Harry Sokol
- Gastroenterology Department, Sorbonne Universite, Saint Antoine Hospital, Paris, France
| | - Matthew Solomonson
- Program in Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Hari Somineni
- Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Dylan Sun
- Regeneron Genetics Center, Tarrytown, NY, USA
| | - Stephan Targan
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Dan Turner
- Shaare Zedek Medical Center, Jerusalem, Israel
| | - Holm H Uhlig
- Translational Gastroenterology Unit and Biomedical Research Centre, Nuffield Department of Clinical Medicine, Experimental Medicine Division, University of Oxford, Oxford, UK
- Department of Pediatrics, John Radcliffe Hospital, Oxford, UK
| | - Andrea E van der Meulen
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Séverine Vermeire
- University Hospitals Leuven, Leuven, Belgium
- Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium
| | - Sare Verstockt
- Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium
| | - Michiel D Voskuil
- Department of Gastroenterology and Hepatology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | | | | | | | - Andre Franke
- Christian-Albrechts-University of Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Steven R Brant
- Meyerhoff Inflammatory Bowel Disease Center, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Crohn's Colitis Center of New Jersey, Department of Medicine, Rutgers Robert Wood Johnson Medical School and Department of Genetics and the Human Genetics Institute of New Jersey, Rutgers University, New Brunswick and Piscataway, NJ, USA
| | - Judy Cho
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Rinse K Weersma
- Department of Gastroenterology and Hepatology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Miles Parkes
- Department of Gastroenterology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Ramnik J Xavier
- Infectious Disease and Microbiome Program, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Boston, MA, USA
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA, USA
- Kurt Isselbacher Professor of Medicine at Harvard Medical School, Cambridge, MA, USA
- Core Institute Member, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Klarman Cell Observatory, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Immunology Program, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Microbiome Informatics and Therapeutics at MIT, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Manuel A Rivas
- Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
| | - John D Rioux
- Research Center Montreal Heart Institute, Montreal, Quebec, Canada
- Faculty of Medicine, Université de Montréal, Montreal, Canada
| | - Dermot P B McGovern
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Hailiang Huang
- Stanley Center for Psychiatric Research, The Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.
| | - Carl A Anderson
- Genomics of Inflammation and Immunity Group, Human Genetics Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK.
| | - Mark J Daly
- Program in Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Stanley Center for Psychiatric Research, The Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.
- Institute for Molecular Medicine Finland, FIMM, HiLIFE, University of Helsinki, Helsinki, Finland.
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4
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Bartram T, Schütte P, Möricke A, Houlston RS, Ellinghaus E, Zimmermann M, Bergmann A, Löscher BS, Klein N, Hinze L, Junk SV, Forster M, Bartram CR, Köhler R, Franke A, Schrappe M, Kratz CP, Cario G, Stanulla M. Genetic Variation in ABCC4 and CFTR and Acute Pancreatitis during Treatment of Pediatric Acute Lymphoblastic Leukemia. J Clin Med 2021; 10:jcm10214815. [PMID: 34768335 PMCID: PMC8584334 DOI: 10.3390/jcm10214815] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 10/17/2021] [Accepted: 10/18/2021] [Indexed: 12/12/2022] Open
Abstract
Background: Acute pancreatitis (AP) is a serious, mechanistically not entirely resolved side effect of L-asparaginase-containing treatment for acute lymphoblastic leukemia (ALL). To find new candidate variations for AP, we conducted a genome-wide association study (GWAS). Methods: In all, 1,004,623 single-nucleotide variants (SNVs) were analyzed in 51 pediatric ALL patients with AP (cases) and 1388 patients without AP (controls). Replication used independent patients. Results: The top-ranked SNV (rs4148513) was located within the ABCC4 gene (odds ratio (OR) 84.1; p = 1.04 × 10−14). Independent replication of our 20 top SNVs was not supportive of initial results, partly because rare variants were neither present in cases nor present in controls. However, results of combined analysis (GWAS and replication cohorts) remained significant (e.g., rs4148513; OR = 47.2; p = 7.31 × 10−9). Subsequently, we sequenced the entire ABCC4 gene and its close relative, the cystic fibrosis associated CFTR gene, a strong AP candidate gene, in 48 cases and 47 controls. Six AP-associated variants in ABCC4 and one variant in CFTR were detected. Replication confirmed the six ABCC4 variants but not the CFTR variant. Conclusions: Genetic variation within the ABCC4 gene was associated with AP during the treatment of ALL. No association of AP with CFTR was observed. Larger international studies are necessary to more conclusively assess the risk of rare clinical phenotypes.
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Affiliation(s)
- Thies Bartram
- Department of Pediatrics, University Hospital Schleswig-Holstein, 24105 Kiel, Germany; (T.B.); (A.M.); (M.S.); (G.C.)
- Department of Pediatric Hematology and Oncology, Hannover Medical School, 30625 Hannover, Germany; (P.S.); (M.Z.); (N.K.); (L.H.); (S.V.J.); (C.P.K.)
| | - Peter Schütte
- Department of Pediatric Hematology and Oncology, Hannover Medical School, 30625 Hannover, Germany; (P.S.); (M.Z.); (N.K.); (L.H.); (S.V.J.); (C.P.K.)
| | - Anja Möricke
- Department of Pediatrics, University Hospital Schleswig-Holstein, 24105 Kiel, Germany; (T.B.); (A.M.); (M.S.); (G.C.)
| | - Richard S. Houlston
- Division of Genetics and Epidemiology, Institute of Cancer Research, Sutton SM2 5NG, UK;
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Kiel University, 24118 Kiel, Germany; (E.E.); (B.-S.L.); (M.F.); (A.F.)
| | - Martin Zimmermann
- Department of Pediatric Hematology and Oncology, Hannover Medical School, 30625 Hannover, Germany; (P.S.); (M.Z.); (N.K.); (L.H.); (S.V.J.); (C.P.K.)
| | - Anke Bergmann
- Department of Human Genetics, Hannover Medical School, 30625 Hannover, Germany;
| | - Britt-Sabina Löscher
- Institute of Clinical Molecular Biology, Kiel University, 24118 Kiel, Germany; (E.E.); (B.-S.L.); (M.F.); (A.F.)
| | - Norman Klein
- Department of Pediatric Hematology and Oncology, Hannover Medical School, 30625 Hannover, Germany; (P.S.); (M.Z.); (N.K.); (L.H.); (S.V.J.); (C.P.K.)
| | - Laura Hinze
- Department of Pediatric Hematology and Oncology, Hannover Medical School, 30625 Hannover, Germany; (P.S.); (M.Z.); (N.K.); (L.H.); (S.V.J.); (C.P.K.)
| | - Stefanie V. Junk
- Department of Pediatric Hematology and Oncology, Hannover Medical School, 30625 Hannover, Germany; (P.S.); (M.Z.); (N.K.); (L.H.); (S.V.J.); (C.P.K.)
| | - Michael Forster
- Institute of Clinical Molecular Biology, Kiel University, 24118 Kiel, Germany; (E.E.); (B.-S.L.); (M.F.); (A.F.)
| | - Claus R. Bartram
- Department of Human Genetics, University Hospital Heidelberg, 69120 Heidelberg, Germany; (C.R.B.); (R.K.)
| | - Rolf Köhler
- Department of Human Genetics, University Hospital Heidelberg, 69120 Heidelberg, Germany; (C.R.B.); (R.K.)
| | - Andre Franke
- Institute of Clinical Molecular Biology, Kiel University, 24118 Kiel, Germany; (E.E.); (B.-S.L.); (M.F.); (A.F.)
| | - Martin Schrappe
- Department of Pediatrics, University Hospital Schleswig-Holstein, 24105 Kiel, Germany; (T.B.); (A.M.); (M.S.); (G.C.)
| | - Christian P. Kratz
- Department of Pediatric Hematology and Oncology, Hannover Medical School, 30625 Hannover, Germany; (P.S.); (M.Z.); (N.K.); (L.H.); (S.V.J.); (C.P.K.)
| | - Gunnar Cario
- Department of Pediatrics, University Hospital Schleswig-Holstein, 24105 Kiel, Germany; (T.B.); (A.M.); (M.S.); (G.C.)
| | - Martin Stanulla
- Department of Pediatric Hematology and Oncology, Hannover Medical School, 30625 Hannover, Germany; (P.S.); (M.Z.); (N.K.); (L.H.); (S.V.J.); (C.P.K.)
- Correspondence: ; Tel.: +49-511-532-7978
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5
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Ahn R, Vukcevic D, Motyer A, Nititham J, Squire DM, Hollenbach JA, Norman PJ, Ellinghaus E, Nair RP, Tsoi LC, Oksenberg J, Foerster J, Lieb W, Weidinger S, Franke A, Elder JT, Jorgenson E, Leslie S, Liao W. Large-Scale Imputation of KIR Copy Number and HLA Alleles in North American and European Psoriasis Case-Control Cohorts Reveals Association of Inhibitory KIR2DL2 With Psoriasis. Front Immunol 2021; 12:684326. [PMID: 34177931 PMCID: PMC8231283 DOI: 10.3389/fimmu.2021.684326] [Citation(s) in RCA: 3] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 04/29/2021] [Indexed: 12/14/2022] Open
Abstract
Killer cell immunoglobulin-like receptors (KIR) regulate immune responses in NK and CD8+ T cells via interaction with HLA ligands. KIR genes, including KIR2DS1, KIR3DL1, and KIR3DS1 have previously been implicated in psoriasis susceptibility. However, these previous studies were constrained to small sample sizes, in part due to the time and expense required for direct genotyping of KIR genes. Here, we implemented KIR*IMP to impute KIR copy number from single-nucleotide polymorphisms (SNPs) on chromosome 19 in the discovery cohort (n=11,912) from the PAGE consortium, University of California San Francisco, and the University of Dundee, and in a replication cohort (n=66,357) from Kaiser Permanente Northern California. Stratified multivariate logistic regression that accounted for patient ancestry and high-risk HLA alleles revealed that KIR2DL2 copy number was significantly associated with psoriasis in the discovery cohort (p ≤ 0.05). The KIR2DL2 copy number association was replicated in the Kaiser Permanente replication cohort. This is the first reported association of KIR2DL2 copy number with psoriasis and highlights the importance of KIR genetics in the pathogenesis of psoriasis.
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Affiliation(s)
- Richard Ahn
- Department of Microbiology, Immunology, and Molecular Genetics, University of California, Los Angeles, Los Angeles, CA, United States
- Institute for Quantitative and Computational Biosciences, University of California, Los Angeles, Los Angeles, CA, United States
| | - Damjan Vukcevic
- Melbourne Integrative Genomics, The University of Melbourne, Parkville, VIC, Australia
- School of Mathematics and Statistics, The University of Melbourne, Parkville, VIC, Australia
- Clinical Epidemiology and Biostatistics Unit, Murdoch Children’s Research Institute, Parkville, VIC, Australia
| | - Allan Motyer
- Melbourne Integrative Genomics, The University of Melbourne, Parkville, VIC, Australia
- School of Mathematics and Statistics, The University of Melbourne, Parkville, VIC, Australia
| | - Joanne Nititham
- Department of Dermatology, University of California, San Francisco, San Francisco, CA, United States
| | - David McG. Squire
- Melbourne Integrative Genomics, The University of Melbourne, Parkville, VIC, Australia
- School of Mathematics and Statistics, The University of Melbourne, Parkville, VIC, Australia
| | - Jill A. Hollenbach
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, United States
| | - Paul J. Norman
- Division of Personalized Medicine, Department of Immunology and Microbiology, University of Colorado, San Francisco, CA, United States
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Rajan P. Nair
- Department of Dermatology, University of Michigan, Ann Arbor, MI, United States
| | - Lam C. Tsoi
- Department of Dermatology, University of Michigan, Ann Arbor, MI, United States
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, United States
- Department of Computational Medicine & Bioinformatics, University of Michigan, Ann Arbor, MI, United States
| | - Jorge Oksenberg
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, United States
| | - John Foerster
- College of Medicine, Dentistry, and Nursing, University of Dundee, Dundee, United Kingdom
| | - Wolfgang Lieb
- Institute of Epidemiology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Stephan Weidinger
- Department of Dermatology, University Hospital Schleswig Holstein, Kiel, Germany
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - James T. Elder
- Department of Dermatology, University of Michigan, Ann Arbor, MI, United States
- Ann Arbor Veterans Affairs Hospital, Dermatology, Ann Arbor, MI, United States
| | - Eric Jorgenson
- Division of Research, Kaiser Permanente, Oakland, CA, United States
| | - Stephen Leslie
- Melbourne Integrative Genomics, The University of Melbourne, Parkville, VIC, Australia
- School of Mathematics and Statistics, The University of Melbourne, Parkville, VIC, Australia
- School of Biosciences, The University of Melbourne, Parkville, VIC, Australia
| | - Wilson Liao
- Department of Dermatology, University of California, San Francisco, San Francisco, CA, United States
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6
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Degenhardt F, Mayr G, Wendorff M, Boucher G, Ellinghaus E, Ellinghaus D, ElAbd H, Rosati E, Hübenthal M, Juzenas S, Abedian S, Vahedi H, Thelma BK, Yang SK, Ye BD, Cheon JH, Datta LW, Daryani NE, Ellul P, Esaki M, Fuyuno Y, McGovern DPB, Haritunians T, Hong M, Juyal G, Jung ES, Kubo M, Kugathasan S, Lenz TL, Leslie S, Malekzadeh R, Midha V, Motyer A, Ng SC, Okou DT, Raychaudhuri S, Schembri J, Schreiber S, Song K, Sood A, Takahashi A, Torres EA, Umeno J, Alizadeh BZ, Weersma RK, Wong SH, Yamazaki K, Karlsen TH, Rioux JD, Brant SR, Franke A. Transethnic analysis of the human leukocyte antigen region for ulcerative colitis reveals not only shared but also ethnicity-specific disease associations. Hum Mol Genet 2021; 30:356-369. [PMID: 33555323 PMCID: PMC8098114 DOI: 10.1093/hmg/ddab017] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 10/27/2020] [Accepted: 12/23/2020] [Indexed: 12/24/2022] Open
Abstract
Inflammatory bowel disease (IBD) is a chronic inflammatory disease of the gut. Genetic association studies have identified the highly variable human leukocyte antigen (HLA) region as the strongest susceptibility locus for IBD and specifically DRB1*01:03 as a determining factor for ulcerative colitis (UC). However, for most of the association signal such as delineation could not be made because of tight structures of linkage disequilibrium within the HLA. The aim of this study was therefore to further characterize the HLA signal using a transethnic approach. We performed a comprehensive fine mapping of single HLA alleles in UC in a cohort of 9272 individuals with African American, East Asian, Puerto Rican, Indian and Iranian descent and 40 691 previously analyzed Caucasians, additionally analyzing whole HLA haplotypes. We computationally characterized the binding of associated HLA alleles to human self-peptides and analyzed the physicochemical properties of the HLA proteins and predicted self-peptidomes. Highlighting alleles of the HLA-DRB1*15 group and their correlated HLA-DQ-DR haplotypes, we not only identified consistent associations (regarding effects directions/magnitudes) across different ethnicities but also identified population-specific signals (regarding differences in allele frequencies). We observed that DRB1*01:03 is mostly present in individuals of Western European descent and hardly present in non-Caucasian individuals. We found peptides predicted to bind to risk HLA alleles to be rich in positively charged amino acids. We conclude that the HLA plays an important role for UC susceptibility across different ethnicities. This research further implicates specific features of peptides that are predicted to bind risk and protective HLA proteins.
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Affiliation(s)
- Frauke Degenhardt
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105 Kiel, Germany
| | - Gabriele Mayr
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105 Kiel, Germany
| | - Mareike Wendorff
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105 Kiel, Germany
| | - Gabrielle Boucher
- Research Center, Montréal Heart Institute, Université de Montréal and the Montréal Heart Institute, Montréal, Québec H1T 1C8, Canada
| | - Eva Ellinghaus
- K.G. Jebsen Inflammation Research Centre, Institute of Clinical Medicine, University of Oslo, 0372 Oslo, Norway
| | - David Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105 Kiel, Germany.,Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Surgery, Inflammatory Diseases and Transplantation, Oslo University Hospital Rikshospitalet, 0372 Oslo, Norway
| | - Hesham ElAbd
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105 Kiel, Germany
| | - Elisa Rosati
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105 Kiel, Germany
| | - Matthias Hübenthal
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105 Kiel, Germany.,Department of Dermatology, Venerology and Allergy, University Hospital Schleswig-Holstein, 24105 Kiel, Germany
| | - Simonas Juzenas
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105 Kiel, Germany
| | - Shifteh Abedian
- Department of Epidemiology, University Medical Center Groningen, 9713 Groningen, The Netherlands.,Digestive Disease Research Center, Digestive Disease Research Institute, Tehran University of Medical Sciences, Tehran 1411713135, Iran
| | - Homayon Vahedi
- Digestive Disease Research Center, Digestive Disease Research Institute, Tehran University of Medical Sciences, Tehran 1411713135, Iran
| | - B K Thelma
- Department of Genetics, University of Delhi South Campus, New Delhi, Delhi 110021, India
| | - Suk-Kyun Yang
- Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Republic of Korea
| | - Byong Duk Ye
- Department of Gastroenterology, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Republic of Korea
| | - Jae Hee Cheon
- Department of Internal Medicine and Institute of Gastroenterology, Yonsei University College of Medicine, Seoul 03722, Republic of Korea
| | - Lisa Wu Datta
- Harvey M. and Lyn P. Meyerhoff Inflammatory Bowel Disease Center, Department of Medicine, John Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Naser Ebrahim Daryani
- Department of Gastroenterology, Emam Hospital, Tehran University of Medical Sciences, Tehran 1419733141, Iran
| | - Pierre Ellul
- Department of Gastroenterology, Mater Dei Hospital, Msida, Malta
| | - Motohiro Esaki
- Department of Medicine and Clinical Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Yuta Fuyuno
- Department of Medicine and Clinical Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan.,Laboratory for Genotyping Development, Center for Integrative Medical Sciences, Riken, Yokohama 351-0198, Japan
| | - Dermot P B McGovern
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Talin Haritunians
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Myhunghee Hong
- Department of Biochemistry and Molecular Biology, University of Ulsan College of Medicine, Seoul, 136-701 Korea
| | - Garima Juyal
- School of Biotechnology, Jawaharlal Nehru University, New Delhi, Delhi 110067, India
| | - Eun Suk Jung
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105 Kiel, Germany.,Department of Internal Medicine and Institute of Gastroenterology, Yonsei University College of Medicine, Seoul 03722, Republic of Korea
| | - Michiaki Kubo
- RIKEN Center for Integrative Medical Sciences, Yokohama, 351-0198, Japan
| | - Subra Kugathasan
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA.,Pediatric Institute, Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Tobias L Lenz
- Research Group for Evolutionary Immunogenomics, Max Planck Institute for Evolutionary Biology, 24306 Plön, Germany
| | - Stephen Leslie
- Schools of Mathematics and Statistics and BioSciences and Melbourne Integrative Genomics, University of Melbourne, Victoria 3010, Australia
| | - Reza Malekzadeh
- Digestive Disease Research Center, Digestive Disease Research Institute, Tehran University of Medical Sciences, Tehran 1411713135, Iran
| | - Vandana Midha
- Dayanand Medical College and Hospital, Ludhiana, Punjab 141001, India
| | - Allan Motyer
- Schools of Mathematics and Statistics and BioSciences and Melbourne Integrative Genomics, University of Melbourne, Victoria 3010, Australia
| | - Siew C Ng
- Department of Medicine and Therapeutics, Institute of Digestive Disease, Chinese University of Hong Kong, Hong Kong
| | - David T Okou
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Soumya Raychaudhuri
- Center for Data Sciences, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02114, USA.,Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02114, USA.,Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA.,Program in Medical and Population Genetics, Broad Institute, Cambridge, MA 02142, USA.,Centre for Genetics and Genomics Versus Arthritis, Division of Musculosceletal and Dermatological Sciences, School of Biological Sciences, University of Manchester, Manchester, UK
| | - John Schembri
- Department of Gastroenterology, Mater Dei Hospital, Msida, Malta
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105 Kiel, Germany.,Department of Medicine, Christian-Albrechts-University, 24105 Kiel, Germany
| | - Kyuyoung Song
- Department of Biochemistry and Molecular Biology, University of Ulsan College of Medicine, Seoul, 136-701 Korea
| | - Ajit Sood
- Dayanand Medical College and Hospital, Ludhiana, Punjab 141001, India
| | - Atsushi Takahashi
- Laboratory for Statistical and Translational Genetics, Center for Integrative Medical Sciences, Riken, Yokohama, 230-0045, Japan
| | - Esther A Torres
- Department of Medicine, University of Puerto Rico Center for IBD, University of Puerto Rico School of Medicine, Rio Piedras, San Juan, PR 00936-5067, USA
| | - Junji Umeno
- Department of Medicine and Clinical Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan
| | - Behrooz Z Alizadeh
- Department of Epidemiology, University Medical Center Groningen, 9713 Groningen, The Netherlands
| | - Rinse K Weersma
- Department of Gastroenterology and Hepatology, University of Groningen and University Medical Center Groningen, 9700 AB Groningen, The Netherlands
| | - Sunny H Wong
- Department of Medicine and Therapeutics, Institute of Digestive Disease, Chinese University of Hong Kong, Hong Kong
| | - Keiko Yamazaki
- Laboratory for Genotyping Development, Center for Integrative Medical Sciences, Riken, Yokohama 351-0198, Japan
| | - Tom H Karlsen
- Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Surgery, Inflammatory Diseases and Transplantation, Oslo University Hospital Rikshospitalet, 0372 Oslo, Norway.,Research Institute for Internal Medicine, Division of Surgery, Inflammatory Diseases and Transplantation, Oslo University Hospital Rikshospitalet and University of Oslo, 0372 Oslo, Norway
| | - John D Rioux
- Research Center, Montréal Heart Institute, Université de Montréal and the Montréal Heart Institute, Montréal, Québec H1T 1C8, Canada
| | - Steven R Brant
- Harvey M. and Lyn P. Meyerhoff Inflammatory Bowel Disease Center, Department of Medicine, John Hopkins University School of Medicine, Baltimore, MD 21205, USA.,Department of Medicine, Rutgers Robert Wood Johnson School of Medicine and Department of Genetics, Rutgers University Brunswick and Piscataway, NJ 08903-0019, USA
| | | | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105 Kiel, Germany
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7
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Bejaoui Y, Witte M, Abdelhady M, Eldarouti M, Abdallah NMA, Elghzaly AA, Tawhid Z, Gaballah MA, Busch H, Munz M, Wendorff M, Ellinghaus E, Franke A, Ibrahim SM. Genome-wide association study of psoriasis in an Egyptian population. Exp Dermatol 2020; 28:623-627. [PMID: 30921485 DOI: 10.1111/exd.13926] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Revised: 02/12/2019] [Accepted: 03/01/2019] [Indexed: 12/30/2022]
Abstract
Psoriasis is a chronic inflammatory disorder of the skin, with genetic factors reportedly involved in the disease pathogenesis. Numerous studies reported psoriasis candidate genes. However, these tend to involve mostly in the European and Asian populations. Here, we report the first genome-wide association study (GWAS) in an Egyptian population, identifying susceptibility variants for psoriasis using a two-stage case-control design. In the first discovery stage, we carried out a genome-wide association analysis using the Infinium® Global Screening Array-24 v1.0, on 253 cases and 449 control samples of Egyptian descent. In the second replication stage, 26 single-nucleotide polymorphisms (SNPs) were selected for replication in additional 321 cases and 253 controls. In concordance with the findings from previous studies on other populations, we found a genome-wide significant association between the MHC locus and the disease at rs12199223 (Pcomb = 6.57 × 10-18 ) and rs1265181 (Pcomb = 1.03 × 10-10 ). Additionally, we identified a novel significant association with the disease at locus, 4q32.1 (rs12650590, Pcomb = 4.49 × 10-08 ) in the vicinity of gene GUCY1A3, and multiple suggestive associations, for example rs10832027 (Pcomb = 7.28 × 10-06 ) and rs3770019 (Pcomb = 1.02 × 10-05 ). This proposes the existence of important interethnic genetic differences in psoriasis susceptibility. Further studies are necessary to elucidate the downstream pathways of the new candidate loci.
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Affiliation(s)
- Yosra Bejaoui
- Lübeck Institute of Experimental Dermatology, University of Lübeck, Lübeck, Germany
| | - Mareike Witte
- Lübeck Institute of Experimental Dermatology, University of Lübeck, Lübeck, Germany
| | - Mohamed Abdelhady
- Faculty of Medicine, Department Dermatology, Cairo University, Cairo, Egypt
| | - Mohammad Eldarouti
- Faculty of Medicine, Department Dermatology, Cairo University, Cairo, Egypt
| | - Nermeen M A Abdallah
- Faculty of Medicine, Department of Medical Microbiology and Immunology, Ain Shams University, Cairo, Egypt
| | - Ashraf Antar Elghzaly
- Faculty of Medicine, Clinical Immunology Unit, Clinical Pathology Department, Mansoura University, Mansoura, Egypt
| | - Ziyad Tawhid
- Faculty of Medicine, Clinical Immunology Unit, Clinical Pathology Department, Mansoura University, Mansoura, Egypt
| | - Mohammad Ali Gaballah
- Faculty of Medicine, Dermatology, Andrology and STD Department, Mansoura University, Mansoura, Egypt
| | - Hauke Busch
- Lübeck Institute of Experimental Dermatology, University of Lübeck, Lübeck, Germany
| | - Matthias Munz
- Lübeck Institute of Experimental Dermatology, University of Lübeck, Lübeck, Germany
| | - Mareike Wendorff
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Saleh M Ibrahim
- Lübeck Institute of Experimental Dermatology, University of Lübeck, Lübeck, Germany
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8
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Thaventhiran JED, Lango Allen H, Burren OS, Rae W, Greene D, Staples E, Zhang Z, Farmery JHR, Simeoni I, Rivers E, Maimaris J, Penkett CJ, Stephens J, Deevi SVV, Sanchis-Juan A, Gleadall NS, Thomas MJ, Sargur RB, Gordins P, Baxendale HE, Brown M, Tuijnenburg P, Worth A, Hanson S, Linger RJ, Buckland MS, Rayner-Matthews PJ, Gilmour KC, Samarghitean C, Seneviratne SL, Sansom DM, Lynch AG, Megy K, Ellinghaus E, Ellinghaus D, Jorgensen SF, Karlsen TH, Stirrups KE, Cutler AJ, Kumararatne DS, Chandra A, Edgar JDM, Herwadkar A, Cooper N, Grigoriadou S, Huissoon AP, Goddard S, Jolles S, Schuetz C, Boschann F, Lyons PA, Hurles ME, Savic S, Burns SO, Kuijpers TW, Turro E, Ouwehand WH, Thrasher AJ, Smith KGC. Publisher Correction: Whole-genome sequencing of a sporadic primary immunodeficiency cohort. Nature 2020; 584:E2. [PMID: 32678341 DOI: 10.1038/s41586-020-2556-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
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Affiliation(s)
- James E D Thaventhiran
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, Cambridge, UK.
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK.
- Medical Research Council Toxicology Unit, School of Biological Sciences, University of Cambridge, Cambridge, UK.
| | - Hana Lango Allen
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
- Medical Research Council Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
| | - Oliver S Burren
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, Cambridge, UK
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
| | - William Rae
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, Cambridge, UK
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
| | - Daniel Greene
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
- Medical Research Council Biostatistics Unit, Cambridge Institute of Public Health, Cambridge Biomedical Campus, Cambridge, UK
| | - Emily Staples
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
| | - Zinan Zhang
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, Cambridge, UK
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology and Clinical Genomics Program, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - James H R Farmery
- Medical Research Council Biostatistics Unit, Cambridge Institute of Public Health, Cambridge Biomedical Campus, Cambridge, UK
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK
| | - Ilenia Simeoni
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Elizabeth Rivers
- UCL Great Ormond Street Institute of Child Health, London, UK
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Jesmeen Maimaris
- UCL Great Ormond Street Institute of Child Health, London, UK
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Christopher J Penkett
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Jonathan Stephens
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Sri V V Deevi
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Alba Sanchis-Juan
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Nicholas S Gleadall
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
| | - Moira J Thomas
- Department of Immunology, Queen Elizabeth University Hospital, Glasgow, UK
- Gartnavel General Hospital, NHS Greater Glasgow and Clyde, Glasgow, UK
| | - Ravishankar B Sargur
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Pavels Gordins
- East Yorkshire Regional Adult Immunology and Allergy Unit, Hull Royal Infirmary, Hull and East Yorkshire Hospitals NHS Trust, Hull, UK
| | - Helen E Baxendale
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, Cambridge, UK
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- Royal Papworth Hospital NHS Foundation Trust, Cambridge, UK
| | - Matthew Brown
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Paul Tuijnenburg
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam, The Netherlands
- Department of Experimental Immunology, Amsterdam University Medical Center (AMC), University of Amsterdam, Amsterdam, The Netherlands
| | - Austen Worth
- UCL Great Ormond Street Institute of Child Health, London, UK
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Steven Hanson
- Institute of Immunity and Transplantation, University College London, London, UK
- Department of Immunology, Royal Free London NHS Foundation Trust, London, UK
| | - Rachel J Linger
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Matthew S Buckland
- Institute of Immunity and Transplantation, University College London, London, UK
- Department of Immunology, Royal Free London NHS Foundation Trust, London, UK
| | - Paula J Rayner-Matthews
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Kimberly C Gilmour
- UCL Great Ormond Street Institute of Child Health, London, UK
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Crina Samarghitean
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Suranjith L Seneviratne
- Institute of Immunity and Transplantation, University College London, London, UK
- Department of Immunology, Royal Free London NHS Foundation Trust, London, UK
| | - David M Sansom
- Institute of Immunity and Transplantation, University College London, London, UK
- Department of Immunology, Royal Free London NHS Foundation Trust, London, UK
| | - Andy G Lynch
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK
- School of Mathematics and Statistics, University of St Andrews, St Andrews, UK
- School of Medicine, University of St Andrews, St Andrews, UK
| | - Karyn Megy
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Eva Ellinghaus
- K.G. Jebsen Inflammation Research Centre, Institute of Clinical Medicine, University of Oslo, Oslo University Hospital, Oslo, Norway
| | - David Ellinghaus
- Department of Transplantation, Institute of Clinical Medicine, University of Oslo, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - Silje F Jorgensen
- Section of Clinical Immunology and Infectious Diseases, Department of Rheumatology, Dermatology and Infectious Diseases, Oslo University Hospital, Oslo, Norway
- Research Institute of Internal Medicine, Division of Surgery, Inflammatory Diseases and Transplantation, Oslo University Hospital, Oslo, Norway
| | - Tom H Karlsen
- K.G. Jebsen Inflammation Research Centre, Institute of Clinical Medicine, University of Oslo, Oslo University Hospital, Oslo, Norway
| | - Kathleen E Stirrups
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Antony J Cutler
- JDRF/Wellcome Diabetes and Inflammation Laboratory, Wellcome Centre for Human Genetics, Nuffield Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
| | - Dinakantha S Kumararatne
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- Department of Clinical Biochemistry and Immunology, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Anita Chandra
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, Cambridge, UK
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- Department of Clinical Biochemistry and Immunology, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - J David M Edgar
- St James's Hospital, Dublin, Ireland
- Trinity College Dublin, Dublin, Ireland
| | | | - Nichola Cooper
- Department of Medicine, Imperial College London, London, UK
| | | | - Aarnoud P Huissoon
- West Midlands Immunodeficiency Centre, University Hospitals Birmingham, Birmingham, UK
- Birmingham Heartlands Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Sarah Goddard
- University Hospitals of North Midlands NHS Trust, Stoke-on-Trent, UK
| | - Stephen Jolles
- Immunodeficiency Centre for Wales, University Hospital of Wales, Cardiff, UK
| | - Catharina Schuetz
- Department of Pediatric Immunology, University Hospital Carl Gustav Carus, Dresden, Germany
| | - Felix Boschann
- Institute of Medical Genetics and Human Genetics, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Paul A Lyons
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, Cambridge, UK
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
| | - Matthew E Hurles
- Department of Human Genetics, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Sinisa Savic
- Department of Clinical Immunology and Allergy, St James's University Hospital, Leeds, UK
- The NIHR Leeds Biomedical Research Centre, Leeds, UK
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, Leeds, UK
| | - Siobhan O Burns
- Institute of Immunity and Transplantation, University College London, London, UK
- Department of Immunology, Royal Free London NHS Foundation Trust, London, UK
| | - Taco W Kuijpers
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam, The Netherlands
- Department of Experimental Immunology, Amsterdam University Medical Center (AMC), University of Amsterdam, Amsterdam, The Netherlands
- Department of Blood Cell Research, Sanquin, Amsterdam, The Netherlands
| | - Ernest Turro
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
- Medical Research Council Biostatistics Unit, Cambridge Institute of Public Health, Cambridge Biomedical Campus, Cambridge, UK
| | - Willem H Ouwehand
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Adrian J Thrasher
- UCL Great Ormond Street Institute of Child Health, London, UK
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Kenneth G C Smith
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, Cambridge, UK.
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK.
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9
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Thaventhiran JED, Lango Allen H, Burren OS, Rae W, Greene D, Staples E, Zhang Z, Farmery JHR, Simeoni I, Rivers E, Maimaris J, Penkett CJ, Stephens J, Deevi SVV, Sanchis-Juan A, Gleadall NS, Thomas MJ, Sargur RB, Gordins P, Baxendale HE, Brown M, Tuijnenburg P, Worth A, Hanson S, Linger RJ, Buckland MS, Rayner-Matthews PJ, Gilmour KC, Samarghitean C, Seneviratne SL, Sansom DM, Lynch AG, Megy K, Ellinghaus E, Ellinghaus D, Jorgensen SF, Karlsen TH, Stirrups KE, Cutler AJ, Kumararatne DS, Chandra A, Edgar JDM, Herwadkar A, Cooper N, Grigoriadou S, Huissoon AP, Goddard S, Jolles S, Schuetz C, Boschann F, Lyons PA, Hurles ME, Savic S, Burns SO, Kuijpers TW, Turro E, Ouwehand WH, Thrasher AJ, Smith KGC. Whole-genome sequencing of a sporadic primary immunodeficiency cohort. Nature 2020; 583:90-95. [PMID: 32499645 PMCID: PMC7334047 DOI: 10.1038/s41586-020-2265-1] [Citation(s) in RCA: 112] [Impact Index Per Article: 28.0] [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: 12/01/2018] [Accepted: 02/26/2020] [Indexed: 12/19/2022]
Abstract
Primary immunodeficiency (PID) is characterized by recurrent and often life-threatening infections, autoimmunity and cancer, and it poses major diagnostic and therapeutic challenges. Although the most severe forms of PID are identified in early childhood, most patients present in adulthood, typically with no apparent family history and a variable clinical phenotype of widespread immune dysregulation: about 25% of patients have autoimmune disease, allergy is prevalent and up to 10% develop lymphoid malignancies1-3. Consequently, in sporadic (or non-familial) PID genetic diagnosis is difficult and the role of genetics is not well defined. Here we address these challenges by performing whole-genome sequencing in a large PID cohort of 1,318 participants. An analysis of the coding regions of the genome in 886 index cases of PID found that disease-causing mutations in known genes that are implicated in monogenic PID occurred in 10.3% of these patients, and a Bayesian approach (BeviMed4) identified multiple new candidate PID-associated genes, including IVNS1ABP. We also examined the noncoding genome, and found deletions in regulatory regions that contribute to disease causation. In addition, we used a genome-wide association study to identify loci that are associated with PID, and found evidence for the colocalization of-and interplay between-novel high-penetrance monogenic variants and common variants (at the PTPN2 and SOCS1 loci). This begins to explain the contribution of common variants to the variable penetrance and phenotypic complexity that are observed in PID. Thus, using a cohort-based whole-genome-sequencing approach in the diagnosis of PID can increase diagnostic yield and further our understanding of the key pathways that influence immune responsiveness in humans.
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Affiliation(s)
- James E D Thaventhiran
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, Cambridge, UK.
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK.
- Medical Research Council Toxicology Unit, School of Biological Sciences, University of Cambridge, Cambridge, UK.
| | - Hana Lango Allen
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
- Medical Research Council Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
| | - Oliver S Burren
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, Cambridge, UK
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
| | - William Rae
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, Cambridge, UK
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
| | - Daniel Greene
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
- Medical Research Council Biostatistics Unit, Cambridge Institute of Public Health, Cambridge Biomedical Campus, Cambridge, UK
| | - Emily Staples
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
| | - Zinan Zhang
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, Cambridge, UK
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology and Clinical Genomics Program, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - James H R Farmery
- Medical Research Council Biostatistics Unit, Cambridge Institute of Public Health, Cambridge Biomedical Campus, Cambridge, UK
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK
| | - Ilenia Simeoni
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Elizabeth Rivers
- UCL Great Ormond Street Institute of Child Health, London, UK
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Jesmeen Maimaris
- UCL Great Ormond Street Institute of Child Health, London, UK
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Christopher J Penkett
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Jonathan Stephens
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Sri V V Deevi
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Alba Sanchis-Juan
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Nicholas S Gleadall
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
| | - Moira J Thomas
- Department of Immunology, Queen Elizabeth University Hospital, Glasgow, UK
- Gartnavel General Hospital, NHS Greater Glasgow and Clyde, Glasgow, UK
| | - Ravishankar B Sargur
- Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Pavels Gordins
- East Yorkshire Regional Adult Immunology and Allergy Unit, Hull Royal Infirmary, Hull and East Yorkshire Hospitals NHS Trust, Hull, UK
| | - Helen E Baxendale
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, Cambridge, UK
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- Royal Papworth Hospital NHS Foundation Trust, Cambridge, UK
| | - Matthew Brown
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Paul Tuijnenburg
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam, The Netherlands
- Department of Experimental Immunology, Amsterdam University Medical Center (AMC), University of Amsterdam, Amsterdam, The Netherlands
| | - Austen Worth
- UCL Great Ormond Street Institute of Child Health, London, UK
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Steven Hanson
- Institute of Immunity and Transplantation, University College London, London, UK
- Department of Immunology, Royal Free London NHS Foundation Trust, London, UK
| | - Rachel J Linger
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Matthew S Buckland
- Institute of Immunity and Transplantation, University College London, London, UK
- Department of Immunology, Royal Free London NHS Foundation Trust, London, UK
| | - Paula J Rayner-Matthews
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Kimberly C Gilmour
- UCL Great Ormond Street Institute of Child Health, London, UK
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Crina Samarghitean
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Suranjith L Seneviratne
- Institute of Immunity and Transplantation, University College London, London, UK
- Department of Immunology, Royal Free London NHS Foundation Trust, London, UK
| | - David M Sansom
- Institute of Immunity and Transplantation, University College London, London, UK
- Department of Immunology, Royal Free London NHS Foundation Trust, London, UK
| | - Andy G Lynch
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK
- School of Mathematics and Statistics, University of St Andrews, St Andrews, UK
- School of Medicine, University of St Andrews, St Andrews, UK
| | - Karyn Megy
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Eva Ellinghaus
- K.G. Jebsen Inflammation Research Centre, Institute of Clinical Medicine, University of Oslo, Oslo University Hospital, Oslo, Norway
| | - David Ellinghaus
- Department of Transplantation, Institute of Clinical Medicine, University of Oslo, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - Silje F Jorgensen
- Section of Clinical Immunology and Infectious Diseases, Department of Rheumatology, Dermatology and Infectious Diseases, Oslo University Hospital, Oslo, Norway
- Research Institute of Internal Medicine, Division of Surgery, Inflammatory Diseases and Transplantation, Oslo University Hospital, Oslo, Norway
| | - Tom H Karlsen
- K.G. Jebsen Inflammation Research Centre, Institute of Clinical Medicine, University of Oslo, Oslo University Hospital, Oslo, Norway
| | - Kathleen E Stirrups
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Antony J Cutler
- JDRF/Wellcome Diabetes and Inflammation Laboratory, Wellcome Centre for Human Genetics, Nuffield Department of Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
| | - Dinakantha S Kumararatne
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- Department of Clinical Biochemistry and Immunology, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - Anita Chandra
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, Cambridge, UK
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- Department of Clinical Biochemistry and Immunology, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
| | - J David M Edgar
- St James's Hospital, Dublin, Ireland
- Trinity College Dublin, Dublin, Ireland
| | | | - Nichola Cooper
- Department of Medicine, Imperial College London, London, UK
| | | | - Aarnoud P Huissoon
- West Midlands Immunodeficiency Centre, University Hospitals Birmingham, Birmingham, UK
- Birmingham Heartlands Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Sarah Goddard
- University Hospitals of North Midlands NHS Trust, Stoke-on-Trent, UK
| | - Stephen Jolles
- Immunodeficiency Centre for Wales, University Hospital of Wales, Cardiff, UK
| | - Catharina Schuetz
- Department of Pediatric Immunology, University Hospital Carl Gustav Carus, Dresden, Germany
| | - Felix Boschann
- Institute of Medical Genetics and Human Genetics, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Paul A Lyons
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, Cambridge, UK
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
| | - Matthew E Hurles
- Department of Human Genetics, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Sinisa Savic
- Department of Clinical Immunology and Allergy, St James's University Hospital, Leeds, UK
- The NIHR Leeds Biomedical Research Centre, Leeds, UK
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, Leeds, UK
| | - Siobhan O Burns
- Institute of Immunity and Transplantation, University College London, London, UK
- Department of Immunology, Royal Free London NHS Foundation Trust, London, UK
| | - Taco W Kuijpers
- Department of Pediatric Immunology, Rheumatology and Infectious Diseases, Emma Children's Hospital, Amsterdam, The Netherlands
- Department of Experimental Immunology, Amsterdam University Medical Center (AMC), University of Amsterdam, Amsterdam, The Netherlands
- Department of Blood Cell Research, Sanquin, Amsterdam, The Netherlands
| | - Ernest Turro
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
- Medical Research Council Biostatistics Unit, Cambridge Institute of Public Health, Cambridge Biomedical Campus, Cambridge, UK
| | - Willem H Ouwehand
- Department of Haematology, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
- NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Adrian J Thrasher
- UCL Great Ormond Street Institute of Child Health, London, UK
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Kenneth G C Smith
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, Jeffrey Cheah Biomedical Centre, Cambridge Biomedical Campus, Cambridge, UK.
- Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK.
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10
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Degenhardt F, Wendorff M, Wittig M, Ellinghaus E, Datta LW, Schembri J, Ng SC, Rosati E, Hübenthal M, Ellinghaus D, Jung ES, Lieb W, Abedian S, Malekzadeh R, Cheon JH, Ellul P, Sood A, Midha V, Thelma BK, Wong SH, Schreiber S, Yamazaki K, Kubo M, Boucher G, Rioux JD, Lenz TL, Brant SR, Franke A. Construction and benchmarking of a multi-ethnic reference panel for the imputation of HLA class I and II alleles. Hum Mol Genet 2020; 28:2078-2092. [PMID: 30590525 PMCID: PMC6548229 DOI: 10.1093/hmg/ddy443] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [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: 08/09/2018] [Revised: 12/17/2018] [Accepted: 12/18/2018] [Indexed: 12/16/2022] Open
Abstract
Genotype imputation of the human leukocyte antigen (HLA) region is a cost-effective means to infer classical HLA alleles from inexpensive and dense SNP array data. In the research setting, imputation helps avoid costs for wet lab-based HLA typing and thus renders association analyses of the HLA in large cohorts feasible. Yet, most HLA imputation reference panels target Caucasian ethnicities and multi-ethnic panels are scarce. We compiled a high-quality multi-ethnic reference panel based on genotypes measured with Illumina’s Immunochip genotyping array and HLA types established using a high-resolution next generation sequencing approach. Our reference panel includes more than 1,300 samples from Germany, Malta, China, India, Iran, Japan and Korea and samples of African American ancestry for all classical HLA class I and II alleles including HLA-DRB3/4/5. Applying extensive cross-validation, we benchmarked the imputation using the HLA imputation tool HIBAG, our multi-ethnic reference and an independent, previously published data set compiled of subpopulations of the 1000 Genomes project. We achieved average imputation accuracies higher than 0.924 for the commonly studied HLA-A, -B, -C, -DQB1 and -DRB1 genes across all ethnicities. We investigated allele-specific imputation challenges in regard to geographic origin of the samples using sensitivity and specificity measurements as well as allele frequencies and identified HLA alleles that are challenging to impute for each of the populations separately. In conclusion, our new multi-ethnic reference data set allows for high resolution HLA imputation of genotypes at all classical HLA class I and II genes including the HLA-DRB3/4/5 loci based on diverse ancestry populations.
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Affiliation(s)
- Frauke Degenhardt
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Mareike Wendorff
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Michael Wittig
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Eva Ellinghaus
- K.G. Jebsen Inflammation Research Centre, Institute of Clinical Medicine, University of Oslo, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Lisa W Datta
- Department of Medicine, Meyerhoff Inflammatory Bowel Disease Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - John Schembri
- Division of Gastroenterology, Mater Dei Hospital, Msida MSD, Malta
| | - Siew C Ng
- Department of Medicine and Therapeutics, Institute of Digestive Disease, LKS Institute of Health Science, State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Elisa Rosati
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Matthias Hübenthal
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - David Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Eun Suk Jung
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany.,Department of Internal Medicine and Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Wolfgang Lieb
- Biobank PopGen and Institute of Epidemiology, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Shifteh Abedian
- Department of Epidemiology, University Medical Center Groningen, RB Groningen, The Netherlands.,Digestive Disease Research Center, Digestive Disease Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Reza Malekzadeh
- Digestive Disease Research Center, Digestive Disease Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Jae Hee Cheon
- Department of Internal Medicine and Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Pierre Ellul
- Division of Gastroenterology, Mater Dei Hospital, Msida MSD, Malta
| | - Ajit Sood
- Department of Gastroenterology, Dayanand Medical College and Hospital, Ludhiana, Punjab, India
| | - Vandana Midha
- Department of Gastroenterology, Dayanand Medical College and Hospital, Ludhiana, Punjab, India.,Department of Medicine, Dayanand Medical College and Hospital, Ludhiana, Punjab, India
| | - B K Thelma
- Department of Genetics, University of Delhi South Campus, New Delhi, India
| | - Sunny H Wong
- Department of Medicine and Therapeutics, Institute of Digestive Disease, LKS Institute of Health Science, State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany.,Department of Medicine, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Keiko Yamazaki
- Laboratory for Genotyping Development, Center for Integrative Medical Sciences, RIKEN Yokohama Institute, Yokohama, Japan.,Division of Genomic Epidemiology and Clinical Trials, Clinical Trials Research Center, Nihon University School of Medicine, Tokyo, Japan
| | - Michiaki Kubo
- RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
| | | | - John D Rioux
- Montreal Heart Institute, Research Center, Montréal, Québec, Canada.,Université de Montréal Department of Medicine, Montréal, Québec, Canada
| | - Tobias L Lenz
- Research Group for Evolutionary Immunogenomics, Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Steven R Brant
- Department of Medicine, Meyerhoff Inflammatory Bowel Disease Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.,Department of Medicine, Rutgers Robert Wood Johnson Medical School and Department of Genetics, Rutgers University, New Brunswick and Piscataway, NJ, USA
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
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11
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Mucha S, Baurecht H, Novak N, Rodríguez E, Bej S, Mayr G, Emmert H, Stölzl D, Gerdes S, Jung ES, Degenhardt F, Hübenthal M, Ellinghaus E, Kässens JC, Wienbrandt L, Lieb W, Müller-Nurasyid M, Hotze M, Dand N, Grosche S, Marenholz I, Arnold A, Homuth G, Schmidt CO, Wehkamp U, Nöthen MM, Hoffmann P, Paternoster L, Standl M, Bønnelykke K, Ahluwalia TS, Bisgaard H, Peters A, Gieger C, Waldenberger M, Schulz H, Strauch K, Werfel T, Lee YA, Wolfien M, Rosenstiel P, Wolkenhauer O, Schreiber S, Franke A, Weidinger S, Ellinghaus D. Protein-coding variants contribute to the risk of atopic dermatitis and skin-specific gene expression. J Allergy Clin Immunol 2019; 145:1208-1218. [PMID: 31707051 DOI: 10.1016/j.jaci.2019.10.030] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Revised: 09/09/2019] [Accepted: 10/07/2019] [Indexed: 12/27/2022]
Abstract
BACKGROUND Fifteen percent of atopic dermatitis (AD) liability-scale heritability could be attributed to 31 susceptibility loci identified by using genome-wide association studies, with only 3 of them (IL13, IL-6 receptor [IL6R], and filaggrin [FLG]) resolved to protein-coding variants. OBJECTIVE We examined whether a significant portion of unexplained AD heritability is further explained by low-frequency and rare variants in the gene-coding sequence. METHODS We evaluated common, low-frequency, and rare protein-coding variants using exome chip and replication genotype data of 15,574 patients and 377,839 control subjects combined with whole-transcriptome data on lesional, nonlesional, and healthy skin samples of 27 patients and 38 control subjects. RESULTS An additional 12.56% (SE, 0.74%) of AD heritability is explained by rare protein-coding variation. We identified docking protein 2 (DOK2) and CD200 receptor 1 (CD200R1) as novel genome-wide significant susceptibility genes. Rare coding variants associated with AD are further enriched in 5 genes (IL-4 receptor [IL4R], IL13, Janus kinase 1 [JAK1], JAK2, and tyrosine kinase 2 [TYK2]) of the IL13 pathway, all of which are targets for novel systemic AD therapeutics. Multiomics-based network and RNA sequencing analysis revealed DOK2 as a central hub interacting with, among others, CD200R1, IL6R, and signal transducer and activator of transcription 3 (STAT3). Multitissue gene expression profile analysis for 53 tissue types from the Genotype-Tissue Expression project showed that disease-associated protein-coding variants exert their greatest effect in skin tissues. CONCLUSION Our discoveries highlight a major role of rare coding variants in AD acting independently of common variants. Further extensive functional studies are required to detect all potential causal variants and to specify the contribution of the novel susceptibility genes DOK2 and CD200R1 to overall disease susceptibility.
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Affiliation(s)
- Sören Mucha
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - Hansjörg Baurecht
- Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany; Department for Epidemiology and Preventive Medicine, University of Regensburg, Regensburg, Germany
| | - Natalija Novak
- Department of Dermatology and Allergy, University Hospital Bonn, Bonn, Germany
| | - Elke Rodríguez
- Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Saptarshi Bej
- Department of Systems Biology and Bioinformatics, University of Rostock, Germany
| | - Gabriele Mayr
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - Hila Emmert
- Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Dora Stölzl
- Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Sascha Gerdes
- Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Eun Suk Jung
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany; Department of Internal Medicine and Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, Korea
| | - Frauke Degenhardt
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - Matthias Hübenthal
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany; Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - Jan Christian Kässens
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - Lars Wienbrandt
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - Wolfgang Lieb
- Institute of Epidemiology and Biobank PopGen, Christian Albrechts University of Kiel, Kiel, Germany
| | - Martina Müller-Nurasyid
- Institute of Genetic Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany; Chair of Genetic Epidemiology, IBE, Faculty of Medicine, Ludwig-Maximilians-University Munich, Germany; Department of Internal Medicine I (Cardiology), Hospital of the Ludwig-Maximilians-University Munich, Munich, Germany
| | - Melanie Hotze
- Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Nick Dand
- School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom
| | - Sarah Grosche
- Pediatric Allergology, Experimental and Clinical Research Center, Charité Universitätsmedizin Berlin, Berlin, Germany; Max-Delbrück-Centrum (MDC) for Molecular Medicine, Berlin, Germany
| | - Ingo Marenholz
- Pediatric Allergology, Experimental and Clinical Research Center, Charité Universitätsmedizin Berlin, Berlin, Germany; Max-Delbrück-Centrum (MDC) for Molecular Medicine, Berlin, Germany
| | - Andreas Arnold
- Clinic and Polyclinic of Dermatology, University Medicine Greifswald, Greifswald, Germany
| | - Georg Homuth
- Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine and Ernst-Moritz-Arndt-University Greifswald, Greifswald, Germany
| | - Carsten O Schmidt
- Institute for Community Medicine, Study of Health in Pomerania/KEF, University Medicine Greifswald, Greifswald, Germany
| | - Ulrike Wehkamp
- Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Markus M Nöthen
- Institute of Human Genetics, University of Bonn, Bonn, Germany
| | - Per Hoffmann
- Institute of Human Genetics, University of Bonn, Bonn, Germany
| | - Lavinia Paternoster
- Medical Research Council (MRC) Integrative Epidemiology Unit, Bristol Medical School, and the School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
| | - Marie Standl
- Institute of Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany
| | | | - Klaus Bønnelykke
- Copenhagen Prospective Studies on Asthma in Childhood (COPSAC), Herlev and Gentofte Hospital, Gentofte, Denmark
| | - Tarunveer S Ahluwalia
- Copenhagen Prospective Studies on Asthma in Childhood (COPSAC), Herlev and Gentofte Hospital, Gentofte, Denmark; Steno Diabetes Center Copenhagen, Gentofte, Denmark
| | - Hans Bisgaard
- Copenhagen Prospective Studies on Asthma in Childhood (COPSAC), Herlev and Gentofte Hospital, Gentofte, Denmark
| | - Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany
| | - Christian Gieger
- Research Unit of Molecular Epidemiology and Institute of Epidemiology II, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany
| | - Melanie Waldenberger
- Research Unit of Molecular Epidemiology and Institute of Epidemiology II, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany
| | - Holger Schulz
- Institute of Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany
| | - Konstantin Strauch
- Institute of Genetic Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany; Chair of Genetic Epidemiology, IBE, Faculty of Medicine, Ludwig-Maximilians-University Munich, Germany
| | - Thomas Werfel
- Steno Diabetes Center Copenhagen, Gentofte, Denmark; Department of Dermatology and Allergy, Division of Immunodermatology and Allergy Research, Hannover Medical School, Hannover, Germany
| | - Young-Ae Lee
- Department of Internal Medicine I (Cardiology), Hospital of the Ludwig-Maximilians-University Munich, Munich, Germany; School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom
| | - Markus Wolfien
- Department of Systems Biology and Bioinformatics, University of Rostock, Germany
| | - Philip Rosenstiel
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - Olaf Wolkenhauer
- Department of Systems Biology and Bioinformatics, University of Rostock, Germany
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany; First Medical Department, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - Stephan Weidinger
- Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany.
| | - David Ellinghaus
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany.
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12
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Tronstad RR, Polushina T, Brattbakk HR, Stansberg C, von Volkmann HL, Hanevik K, Ellinghaus E, Jørgensen SF, Ersland KM, Pham KDC, Gilja OH, Hovdenak N, Hausken T, Vatn MH, Franke A, Knappskog PM, Le Hellard S, Karlsen TH, Fiskerstrand T. Genetic and transcriptional analysis of inflammatory bowel disease-associated pathways in patients with GUCY2C-linked familial diarrhea. Scand J Gastroenterol 2019; 53:1264-1273. [PMID: 30353760 DOI: 10.1080/00365521.2018.1521867] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVE Activating mutations in the GUCY2C gene, which encodes the epithelial receptor guanylate cyclase C, cause diarrhea due to increased loss of sodium chloride to the intestinal lumen. Patients with familial GUCY2C diarrhea syndrome (FGDS) are predisposed to inflammatory bowel disease (IBD). We investigated whether genes in the guanylate cyclase C pathway are enriched for association with IBD and reversely whether genetic or transcriptional changes associated with IBD are found in FGDS patients. METHODS (1) A set of 27 genes from the guanylate cyclase C pathway was tested for enrichment of association with IBD by Gene Set Enrichment Analysis, using genome-wide association summary statistics from 12,882 IBD patients and 21,770 controls. (2) We genotyped 163 known IBD risk loci and sequenced NOD2 in 22 patients with FGDS. Eight of them had concomitant Crohn's disease. (3) Global gene expression analysis was performed in ileal tissue from patients with FGDS, Crohn's disease and healthy individuals. RESULTS The guanylate cyclase C gene set showed a significant enrichment of association in IBD genome-wide association data. Risk variants in NOD2 were found in 7/8 FGDS patients with concomitant Crohn's disease and in 2/14 FDGS patients without Crohn's disease. In ileal tissue, downregulation of metallothioneins characterized FGDS patients compared to healthy controls. CONCLUSIONS Our results support a role of guanylate cyclase C signaling and disturbed electrolyte homeostasis in development of IBD. Furthermore, downregulation of metallothioneins in the ileal mucosa of FGDS patients may contribute to IBD development, possibly alongside effects from NOD2 risk variants.
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Affiliation(s)
- Rune R Tronstad
- a Department of Clinical Science , University of Bergen , Bergen , Norway.,b Department of Paediatrics , Haukeland University Hospital , Bergen , Norway
| | - Tatiana Polushina
- c NORMENT- K.G. Jebsen Center for Psychosis Research, Department of Clinical Science , University of Bergen , Bergen , Norway.,d Dr. Einar Martens Research Group for Biological Psychiatry, Department of Medical Genetics , Haukeland University Hospital , Bergen , Norway
| | - Hans-Richard Brattbakk
- c NORMENT- K.G. Jebsen Center for Psychosis Research, Department of Clinical Science , University of Bergen , Bergen , Norway.,d Dr. Einar Martens Research Group for Biological Psychiatry, Department of Medical Genetics , Haukeland University Hospital , Bergen , Norway
| | - Christine Stansberg
- c NORMENT- K.G. Jebsen Center for Psychosis Research, Department of Clinical Science , University of Bergen , Bergen , Norway.,d Dr. Einar Martens Research Group for Biological Psychiatry, Department of Medical Genetics , Haukeland University Hospital , Bergen , Norway
| | - Hilde Løland von Volkmann
- e Department of Clinical Medicine , University of Bergen , Bergen , Norway.,f Department of Medicine , Haukeland University Hospital , Bergen , Norway
| | - Kurt Hanevik
- a Department of Clinical Science , University of Bergen , Bergen , Norway
| | - Eva Ellinghaus
- g Institute of Clinical Molecular Biology , Christian Albrechts University of Kiel , Kiel , Germany.,h K.G. Jebsen Inflammation Research Centre, Institute of Clinical Medicine , University of Oslo , Oslo , Norway
| | - Silje Fjellgård Jørgensen
- h K.G. Jebsen Inflammation Research Centre, Institute of Clinical Medicine , University of Oslo , Oslo , Norway.,i Section of Clinical Immunology and Infectious Diseases, Department of Rheumatology, Dermatology and Infectious Diseases , Oslo University Hospital , Rikshospitalet , Oslo , Norway
| | - Kari Merete Ersland
- c NORMENT- K.G. Jebsen Center for Psychosis Research, Department of Clinical Science , University of Bergen , Bergen , Norway.,d Dr. Einar Martens Research Group for Biological Psychiatry, Department of Medical Genetics , Haukeland University Hospital , Bergen , Norway
| | - Khanh D-C Pham
- f Department of Medicine , Haukeland University Hospital , Bergen , Norway
| | - Odd Helge Gilja
- e Department of Clinical Medicine , University of Bergen , Bergen , Norway.,j National Centre for Ultrasound in Gastroenterology , Haukeland University Hospital , Bergen , Norway
| | - Nils Hovdenak
- f Department of Medicine , Haukeland University Hospital , Bergen , Norway
| | - Trygve Hausken
- e Department of Clinical Medicine , University of Bergen , Bergen , Norway.,f Department of Medicine , Haukeland University Hospital , Bergen , Norway
| | - Morten H Vatn
- k Department of Clinical Molecular Biology and Laboratory Sciences (EpiGen), Division of Medicine , Akershus University Hospital and.,l Medical Clinic , Oslo University Hospital Rikshospitalet Oslo , Oslo , Norway
| | - Andre Franke
- g Institute of Clinical Molecular Biology , Christian Albrechts University of Kiel , Kiel , Germany
| | - Per Morten Knappskog
- a Department of Clinical Science , University of Bergen , Bergen , Norway.,m Department of Medical Genetics , Haukeland University Hospital , Bergen , Norway
| | - Stephanie Le Hellard
- c NORMENT- K.G. Jebsen Center for Psychosis Research, Department of Clinical Science , University of Bergen , Bergen , Norway.,d Dr. Einar Martens Research Group for Biological Psychiatry, Department of Medical Genetics , Haukeland University Hospital , Bergen , Norway
| | - Tom Hemming Karlsen
- h K.G. Jebsen Inflammation Research Centre, Institute of Clinical Medicine , University of Oslo , Oslo , Norway.,n Research Institute of Internal Medicine , Oslo University Hospital Rikshospitalet , Oslo , Norway.,o Norwegian PSC Research Centre at the Department of Transplantation Medicine, Division of Cancer medicine, Surgery and Transplantation , Oslo University Hospital , Oslo , Norway
| | - Torunn Fiskerstrand
- a Department of Clinical Science , University of Bergen , Bergen , Norway.,m Department of Medical Genetics , Haukeland University Hospital , Bergen , Norway
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13
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Mallon DH, Kling C, Robb M, Ellinghaus E, Bradley JA, Taylor CJ, Kabelitz D, Kosmoliaptsis V. Predicting Humoral Alloimmunity from Differences in Donor and Recipient HLA Surface Electrostatic Potential. J Immunol 2018; 201:3780-3792. [PMID: 30429288 PMCID: PMC6287104 DOI: 10.4049/jimmunol.1800683] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Accepted: 10/02/2018] [Indexed: 11/27/2022]
Abstract
In transplantation, development of humoral alloimmunity against donor HLA is a major cause of organ transplant failure, but our ability to assess the immunological risk associated with a potential donor–recipient HLA combination is limited. We hypothesized that the capacity of donor HLA to induce a specific alloantibody response depends on their structural and physicochemical dissimilarity compared with recipient HLA. To test this hypothesis, we first developed a novel computational scoring system that enables quantitative assessment of surface electrostatic potential differences between donor and recipient HLA molecules at the tertiary structure level [three-dimensional electrostatic mismatch score (EMS-3D)]. We then examined humoral alloimmune responses in healthy females subjected to a standardized injection of donor lymphocytes from their male partner. This analysis showed a strong association between the EMS-3D of donor HLA and donor-specific alloantibody development; this relationship was strongest for HLA-DQ alloantigens. In the clinical transplantation setting, the immunogenic potential of HLA-DRB1 and -DQ mismatches expressed on donor kidneys, as assessed by their EMS-3D, was an independent predictor of development of donor-specific alloantibody after graft failure. Collectively, these findings demonstrate the translational potential of our approach to improve immunological risk assessment and to decrease the burden of humoral alloimmunity in organ transplantation.
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Affiliation(s)
- Dermot H Mallon
- Department of Surgery, University of Cambridge, Addenbrooke's Hospital, Cambridge CB2 0QQ, United Kingdom.,National Institute for Health Research Blood and Transplant Research Unit in Organ Donation and Transplantation, University of Cambridge, Cambridge CB2 0QQ, United Kingdom.,National Institute of Health Research Cambridge Biomedical Research Centre, Cambridge CB2 0QQ, United Kingdom
| | - Christiane Kling
- Institute for Immunology, University Medical Centre Schleswig-Holstein, Kiel University, 24105 Kiel, Germany
| | - Matthew Robb
- Statistics and Clinical Studies Unit, National Health Service Blood and Transplant, Bristol BS34 7QH, United Kingdom
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, University Medical Centre Schleswig-Holstein, Kiel University, 24105 Kiel, Germany; and
| | - J Andrew Bradley
- Department of Surgery, University of Cambridge, Addenbrooke's Hospital, Cambridge CB2 0QQ, United Kingdom.,National Institute for Health Research Blood and Transplant Research Unit in Organ Donation and Transplantation, University of Cambridge, Cambridge CB2 0QQ, United Kingdom.,National Institute of Health Research Cambridge Biomedical Research Centre, Cambridge CB2 0QQ, United Kingdom
| | - Craig J Taylor
- National Institute of Health Research Cambridge Biomedical Research Centre, Cambridge CB2 0QQ, United Kingdom.,Tissue Typing Laboratory, Cambridge University Hospitals National Health Service Foundation Trust, Cambridge CB2 0QQ, United Kingdom
| | - Dieter Kabelitz
- Institute for Immunology, University Medical Centre Schleswig-Holstein, Kiel University, 24105 Kiel, Germany
| | - Vasilis Kosmoliaptsis
- Department of Surgery, University of Cambridge, Addenbrooke's Hospital, Cambridge CB2 0QQ, United Kingdom; .,National Institute for Health Research Blood and Transplant Research Unit in Organ Donation and Transplantation, University of Cambridge, Cambridge CB2 0QQ, United Kingdom.,National Institute of Health Research Cambridge Biomedical Research Centre, Cambridge CB2 0QQ, United Kingdom
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14
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Tylee DS, Sun J, Hess JL, Tahir MA, Sharma E, Malik R, Worrall BB, Levine AJ, Martinson JJ, Nejentsev S, Speed D, Fischer A, Mick E, Walker BR, Crawford A, Grant SF, Polychronakos C, Bradfield JP, Sleiman PMA, Hakonarson H, Ellinghaus E, Elder JT, Tsoi LC, Trembath RC, Barker JN, Franke A, Dehghan A, Faraone SV, Glatt. SJ. Genetic correlations among psychiatric and immune-related phenotypes based on genome-wide association data. Am J Med Genet B Neuropsychiatr Genet 2018; 177:641-657. [PMID: 30325587 PMCID: PMC6230304 DOI: 10.1002/ajmg.b.32652] [Citation(s) in RCA: 128] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Revised: 02/21/2018] [Accepted: 05/22/2018] [Indexed: 12/18/2022]
Abstract
Individuals with psychiatric disorders have elevated rates of autoimmune comorbidity and altered immune signaling. It is unclear whether these altered immunological states have a shared genetic basis with those psychiatric disorders. The present study sought to use existing summary-level data from previous genome-wide association studies to determine if commonly varying single nucleotide polymorphisms are shared between psychiatric and immune-related phenotypes. We estimated heritability and examined pair-wise genetic correlations using the linkage disequilibrium score regression (LDSC) and heritability estimation from summary statistics methods. Using LDSC, we observed significant genetic correlations between immune-related disorders and several psychiatric disorders, including anorexia nervosa, attention deficit-hyperactivity disorder, bipolar disorder, major depression, obsessive compulsive disorder, schizophrenia, smoking behavior, and Tourette syndrome. Loci significantly mediating genetic correlations were identified for schizophrenia when analytically paired with Crohn's disease, primary biliary cirrhosis, systemic lupus erythematosus, and ulcerative colitis. We report significantly correlated loci and highlight those containing genome-wide associations and candidate genes for respective disorders. We also used the LDSC method to characterize genetic correlations among the immune-related phenotypes. We discuss our findings in the context of relevant genetic and epidemiological literature, as well as the limitations and caveats of the study.
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Affiliation(s)
- Daniel S. Tylee
- Psychiatric Genetic Epidemiology & Neurobiology Laboratory (PsychGENe Lab); Departments of Psychiatry and Behavioral Sciences & Neuroscience and Physiology; SUNY Upstate Medical University; Syracuse, NY, U.S.A
| | - Jiayin Sun
- Psychiatric Genetic Epidemiology & Neurobiology Laboratory (PsychGENe Lab); Departments of Psychiatry and Behavioral Sciences & Neuroscience and Physiology; SUNY Upstate Medical University; Syracuse, NY, U.S.A
| | - Jonathan L. Hess
- Psychiatric Genetic Epidemiology & Neurobiology Laboratory (PsychGENe Lab); Departments of Psychiatry and Behavioral Sciences & Neuroscience and Physiology; SUNY Upstate Medical University; Syracuse, NY, U.S.A
| | - Muhammad A. Tahir
- Psychiatric Genetic Epidemiology & Neurobiology Laboratory (PsychGENe Lab); Departments of Psychiatry and Behavioral Sciences & Neuroscience and Physiology; SUNY Upstate Medical University; Syracuse, NY, U.S.A
| | - Esha Sharma
- Psychiatric Genetic Epidemiology & Neurobiology Laboratory (PsychGENe Lab); Departments of Psychiatry and Behavioral Sciences & Neuroscience and Physiology; SUNY Upstate Medical University; Syracuse, NY, U.S.A
| | - Rainer Malik
- Institute for Stroke and Dementia Research, Klinikum der Universität München, Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Bradford B. Worrall
- Departments of Neurology and Public Health Sciences, University of Virginia School of Medicine, Charlottesville, VA, U.S.A
| | - Andrew J. Levine
- Department of Neurology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, U.S.A
| | - Jeremy J. Martinson
- Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, PA, U.S.A
| | | | - Doug Speed
- Aarhus Institute for Advanced Studies and University College London, London, U.K
| | - Annegret Fischer
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - Eric Mick
- Department of Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, U.S.A
| | - Brian R. Walker
- BHF Centre for Cardiovascular Science, Queen’s Medical Research Institute, University of Edinburgh, Edinburgh, EH16 4TJ, U.K
| | - Andrew Crawford
- School of Social and Community Medicine, MRC Integrated Epidemiology Unit, University of Bristol, Bristol, BS8 2BN, UK
- Center for Applied Genomics, Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, PA, U.S.A
| | - Struan F.A. Grant
- Center for Applied Genomics, Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, PA, U.S.A
- Division of Endocrinology and Diabetes, The Children’s Hospital of Philadelphia, Philadelphia, PA, U.S.A
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, U.S.A
- Institute of Diabetes, Obesity and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, U.S.A
| | - Constantin Polychronakos
- Endocrine Genetics Laboratory, Department of Pediatrics and the Child Health Program of the Research Institute, McGill University Health Centre, Montreal, Quebec, Canada
| | - Jonathan P. Bradfield
- Center for Applied Genomics, Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, PA, U.S.A
- Quantinuum Research LLC, San Diego, CA, U.S.A
| | - Patrick M. A. Sleiman
- Center for Applied Genomics, Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, PA, U.S.A
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, U.S.A
| | - Hakon Hakonarson
- Center for Applied Genomics, Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, PA, U.S.A
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, U.S.A
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - James T. Elder
- Department of Dermatology, Veterans Affairs Hospital, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Lam C. Tsoi
- Department of Dermatology, Veterans Affairs Hospital, University of Michigan, Ann Arbor, Michigan, United States of America
- Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Richard C. Trembath
- Division of Genetics and Molecular Medicine, King’s College London, London, UK
| | - Jonathan N. Barker
- Department of Biostatistics and Epidemiology, MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College London
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - Abbas Dehghan
- Department of Biostatistics and Epidemiology, MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College London
| | | | | | - Stephen V. Faraone
- Psychiatric Genetic Epidemiology & Neurobiology Laboratory (PsychGENe Lab); Departments of Psychiatry and Behavioral Sciences & Neuroscience and Physiology; SUNY Upstate Medical University; Syracuse, NY, U.S.A
- K.G. Jebsen Centre for Research on Neuropsychiatric Disorders, University of Bergen, Bergen, Norway
| | - Stephen J. Glatt.
- Psychiatric Genetic Epidemiology & Neurobiology Laboratory (PsychGENe Lab); Departments of Psychiatry and Behavioral Sciences & Neuroscience and Physiology; SUNY Upstate Medical University; Syracuse, NY, U.S.A
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15
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Baurecht H, Rühlemann MC, Rodríguez E, Thielking F, Harder I, Erkens AS, Stölzl D, Ellinghaus E, Hotze M, Lieb W, Wang S, Heinsen-Groth FA, Franke A, Weidinger S. Epidermal lipid composition, barrier integrity, and eczematous inflammation are associated with skin microbiome configuration. J Allergy Clin Immunol 2018; 141:1668-1676.e16. [DOI: 10.1016/j.jaci.2018.01.019] [Citation(s) in RCA: 90] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2017] [Revised: 12/20/2017] [Accepted: 01/03/2018] [Indexed: 02/06/2023]
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16
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Dand N, Mucha S, Tsoi LC, Mahil SK, Stuart PE, Arnold A, Baurecht H, Burden AD, Callis Duffin K, Chandran V, Curtis CJ, Das S, Ellinghaus D, Ellinghaus E, Enerback C, Esko T, Gladman DD, Griffiths CEM, Gudjonsson JE, Hoffman P, Homuth G, Hüffmeier U, Krueger GG, Laudes M, Lee SH, Lieb W, Lim HW, Löhr S, Mrowietz U, Müller-Nurayid M, Nöthen M, Peters A, Rahman P, Reis A, Reynolds NJ, Rodriguez E, Schmidt CO, Spain SL, Strauch K, Tejasvi T, Voorhees JJ, Warren RB, Weichenthal M, Weidinger S, Zawistowski M, Nair RP, Capon F, Smith CH, Trembath RC, Abecasis GR, Elder JT, Franke A, Simpson MA, Barker JN. Exome-wide association study reveals novel psoriasis susceptibility locus at TNFSF15 and rare protective alleles in genes contributing to type I IFN signalling. Hum Mol Genet 2017; 26:4301-4313. [PMID: 28973304 PMCID: PMC5886170 DOI: 10.1093/hmg/ddx328] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [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: 01/10/2017] [Revised: 08/15/2017] [Accepted: 08/18/2017] [Indexed: 02/06/2023] Open
Abstract
Psoriasis is a common inflammatory skin disorder for which multiple genetic susceptibility loci have been identified, but few resolved to specific functional variants. In this study, we sought to identify common and rare psoriasis-associated gene-centric variation. Using exome arrays we genotyped four independent cohorts, totalling 11 861 psoriasis cases and 28 610 controls, aggregating the dataset through statistical meta-analysis. Single variant analysis detected a previously unreported risk locus at TNFSF15 (rs6478108; P = 1.50 × 10-8, OR = 1.10), and association of common protein-altering variants at 11 loci previously implicated in psoriasis susceptibility. We validate previous reports of protective low-frequency protein-altering variants within IFIH1 (encoding an innate antiviral receptor) and TYK2 (encoding a Janus kinase), in each case establishing a further series of protective rare variants (minor allele frequency < 0.01) via gene-wide aggregation testing (IFIH1: pburden = 2.53 × 10-7, OR = 0.707; TYK2: pburden = 6.17 × 10-4, OR = 0.744). Both genes play significant roles in type I interferon (IFN) production and signalling. Several of the protective rare and low-frequency variants in IFIH1 and TYK2 disrupt conserved protein domains, highlighting potential mechanisms through which their effect may be exerted.
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Affiliation(s)
- Nick Dand
- Division of Genetics and Molecular Medicine, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Sören Mucha
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Lam C Tsoi
- Department of Dermatology
- Department of Computational Medicine & Bioinformatics, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Satveer K Mahil
- St John's Institute of Dermatology, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | | | - Andreas Arnold
- Clinic and Polyclinic of Dermatology, University Medicine Greifswald, Greifswald, Germany
| | - Hansjörg Baurecht
- Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - A David Burden
- Institute of Infection, Inflammation and Immunity, University of Glasgow, Glasgow, UK
| | | | - Vinod Chandran
- Department of Medicine
- Department of Laboratory Medicine and Pathobiology
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | - Charles J Curtis
- NIHR Biomedical Research Centre at South London and Maudsley NHS Foundation Trust and King’s College London, London, UK
- Social Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Sayantan Das
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - David Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Charlotta Enerback
- Division of Cell Biology and Dermatology, Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - Tõnu Esko
- Estonian Biobank, Estonian Genome Center, University of Tartu, Tartu, Estonia
| | - Dafna D Gladman
- Department of Medicine
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Krembil Research Institute, University Health Network, Toronto, ON, Canada
| | - Christopher E M Griffiths
- Dermatology Centre, Salford Royal Hospital, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK
| | | | - Per Hoffman
- Genomics Research Group, Department of Biomedicine, University of Basel, Basel, Switzerland
- Institute of Human Genetics, University of Bonn, Bonn, Germany
| | - Georg Homuth
- Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine and Ernst-Moritz-Arndt-University Greifswald, Greifswald, Germany
| | - Ulrike Hüffmeier
- Institute of Human Genetics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Gerald G Krueger
- Department of Dermatology, University of Utah, Salt Lake City, UT, USA
| | | | - Sang Hyuck Lee
- NIHR Biomedical Research Centre at South London and Maudsley NHS Foundation Trust and King’s College London, London, UK
- Social Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Wolfgang Lieb
- Institute of Epidemiology and Biobank PopGen, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Henry W Lim
- Department of Dermatology, Henry Ford Hospital, Detroit, MI, USA
| | - Sabine Löhr
- Institute of Human Genetics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Ulrich Mrowietz
- Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | | | - Markus Nöthen
- Institute of Human Genetics, University of Bonn, Bonn, Germany
| | - Annette Peters
- Institute of Genetic Epidemiology, Helmholtz Zentrum Munich, Neuherberg, Germany
| | - Proton Rahman
- Memorial University of Newfoundland, St. John's, NL, Canada
| | - André Reis
- Institute of Human Genetics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Nick J Reynolds
- Dermatological Sciences, Institute of Cellular Medicine, Newcastle University Medical School, Newcastle upon Tyne, UK
- Department of Dermatology, Royal Victoria Infirmary, Newcastle Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Elke Rodriguez
- Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Carsten O Schmidt
- Institute for Community Medicine, Study of Health in Pomerania/KEF, University Medicine Greifswald, Greifswald, Germany
| | - Sarah L Spain
- Division of Genetics and Molecular Medicine, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Konstantin Strauch
- Institute of Genetic Epidemiology, Helmholtz Zentrum Munich, Neuherberg, Germany
| | | | | | - Richard B Warren
- Dermatology Centre, Salford Road NHS Foundation Trust, Manchester Academic Health Science Centre, The University of Manchester, Manchester, UK
| | - Michael Weichenthal
- Department of Dermatology, University Medical Center Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Stephan Weidinger
- Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Matthew Zawistowski
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | | | - Francesca Capon
- Division of Genetics and Molecular Medicine, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Catherine H Smith
- St John's Institute of Dermatology, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Richard C Trembath
- Division of Genetics and Molecular Medicine, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Goncalo R Abecasis
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - James T Elder
- Department of Dermatology
- Ann Arbor Veterans Hospital, Ann Arbor, MI, USA
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Michael A Simpson
- Division of Genetics and Molecular Medicine, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Jonathan N Barker
- St John's Institute of Dermatology, Faculty of Life Sciences & Medicine, King's College London, London, UK
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17
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Sommer F, Rühlemann MC, Bang C, Höppner M, Rehman A, Kaleta C, Schmitt-Kopplin P, Dempfle A, Weidinger S, Ellinghaus E, Krauss-Etschmann S, Schmidt-Arras D, Aden K, Schulte D, Ellinghaus D, Schreiber S, Tholey A, Rupp J, Laudes M, Baines JF, Rosenstiel P, Franke A. Microbiomarkers in inflammatory bowel diseases: caveats come with caviar. Gut 2017; 66:1734-1738. [PMID: 28733278 PMCID: PMC5595102 DOI: 10.1136/gutjnl-2016-313678] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2017] [Revised: 06/07/2017] [Accepted: 06/08/2017] [Indexed: 02/06/2023]
Affiliation(s)
- Felix Sommer
- Institute of Clinical Molecular Biology, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
| | | | - Corinna Bang
- Institute of Clinical Molecular Biology, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
| | - Marc Höppner
- Institute of Clinical Molecular Biology, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
| | - Ateequr Rehman
- Institute of Clinical Molecular Biology, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
| | - Christoph Kaleta
- Institute for Experimental Medicine, Christian Albrechts University of Kiel, Kiel, Germany
| | - Phillippe Schmitt-Kopplin
- Helmholtz Zentrum München, Research Unit Analytical BioGeoChemistry, Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Neuherberg, Germany
| | - Astrid Dempfle
- Institute of Medical Informatics and Statistics, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Stephan Weidinger
- Department of Dermatology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
| | - Susanne Krauss-Etschmann
- Institute for Experimental Medicine, Christian Albrechts University of Kiel, Kiel, Germany,Research Center Borstel, Leibniz-Center for Medicine and Biosciences, Airway Research Center North (ARCN), German Center for Lung Research (DZL), Borstel, Germany
| | - Dirk Schmidt-Arras
- Institute of Biochemistry, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
| | - Konrad Aden
- Institute of Clinical Molecular Biology, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
| | - Dominik Schulte
- Clinic of Internal Medicine I, University Hospital Schleswig-Holstein, Kiel, Germany
| | - David Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Christian-Albrechts-Universität zu Kiel, Kiel, Germany,Clinic of Internal Medicine I, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Andreas Tholey
- Institute for Experimental Medicine, Christian Albrechts University of Kiel, Kiel, Germany
| | - Jan Rupp
- Department of Infectious Diseases and Microbiology, University of Lubeck, Lubeck, Germany
| | - Matthias Laudes
- Clinic of Internal Medicine I, University Hospital Schleswig-Holstein, Kiel, Germany
| | - John F Baines
- Institute for Experimental Medicine, Christian Albrechts University of Kiel, Kiel, Germany,Evolutionary Genomics, Max Planck Institute for Evolutionary Biology, Plon, Germany
| | - Philip Rosenstiel
- Institute of Clinical Molecular Biology, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
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18
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Tsoi LC, Stuart PE, Tian C, Gudjonsson JE, Das S, Zawistowski M, Ellinghaus E, Barker JN, Chandran V, Dand N, Duffin KC, Enerbäck C, Esko T, Franke A, Gladman DD, Hoffmann P, Kingo K, Kõks S, Krueger GG, Lim HW, Metspalu A, Mrowietz U, Mucha S, Rahman P, Reis A, Tejasvi T, Trembath R, Voorhees JJ, Weidinger S, Weichenthal M, Wen X, Eriksson N, Kang HM, Hinds DA, Nair RP, Abecasis GR, Elder JT. Large scale meta-analysis characterizes genetic architecture for common psoriasis associated variants. Nat Commun 2017; 8:15382. [PMID: 28537254 PMCID: PMC5458077 DOI: 10.1038/ncomms15382] [Citation(s) in RCA: 199] [Impact Index Per Article: 28.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Accepted: 03/27/2017] [Indexed: 12/21/2022] Open
Abstract
Psoriasis is a complex disease of skin with a prevalence of about 2%. We conducted the largest meta-analysis of genome-wide association studies (GWAS) for psoriasis to date, including data from eight different Caucasian cohorts, with a combined effective sample size >39,000 individuals. We identified 16 additional psoriasis susceptibility loci achieving genome-wide significance, increasing the number of identified loci to 63 for European-origin individuals. Functional analysis highlighted the roles of interferon signalling and the NFκB cascade, and we showed that the psoriasis signals are enriched in regulatory elements from different T cells (CD8+ T-cells and CD4+ T-cells including TH0, TH1 and TH17). The identified loci explain ∼28% of the genetic heritability and generate a discriminatory genetic risk score (AUC=0.76 in our sample) that is significantly correlated with age at onset (p=2 × 10-89). This study provides a comprehensive layout for the genetic architecture of common variants for psoriasis.
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Affiliation(s)
- Lam C Tsoi
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA.,Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan 48109, USA.,Department of Computational Medicine &Bioinformatics, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Philip E Stuart
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Chao Tian
- 23andMe, Inc., Mountain View, California 94041, USA
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Sayantan Das
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Matthew Zawistowski
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel 24105, Germany
| | - Jonathan N Barker
- St John's Institute of Dermatology, Division of Genetics and Molecular Medicine, Faculty of Life Sciences and Medicine, King's College London, London SE1 9RT, UK
| | - Vinod Chandran
- Department of Medicine, Division of Rheumatology, University of Toronto, Toronto, Ontario, Canada M5S 1A8.,Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Research Institute, University of Toronto, Toronto, Ontario, Canada M5T 2S8
| | - Nick Dand
- St John's Institute of Dermatology, Division of Genetics and Molecular Medicine, Faculty of Life Sciences and Medicine, King's College London, London SE1 9RT, UK
| | | | - Charlotta Enerbäck
- Department of Dermatology, Linköping University, Linköping SE-581 83, Sweden
| | - Tõnu Esko
- Estonian Genome Center, University of Tartu, Tartu 51010, Estonia.,Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel 24105, Germany
| | - Dafna D Gladman
- Department of Medicine, Division of Rheumatology, University of Toronto, Toronto, Ontario, Canada M5S 1A8.,Centre for Prognosis Studies in the Rheumatic Diseases, Toronto Western Research Institute, University of Toronto, Toronto, Ontario, Canada M5T 2S8
| | - Per Hoffmann
- Institute of Human Genetics, University of Bonn, Bonn 53127, Germany.,Division of Medical Genetics, Department of Biomedicine, University of Basel, Basel 4031, Switzerland
| | - Külli Kingo
- Dermatology Clinic, Tartu University Hospital, Department of Dermatology and Venereology, University of Tartu, Tartu 50417, Estonia
| | - Sulev Kõks
- Department of Pathophysiology, Centre of Translational Medicine and Centre for Translational Genomics, University of Tartu, Tartu 50411, Estonia.,Department of Reproductive Biology, Estonian University of Life Sciences, Tartu 51006, Estonia
| | - Gerald G Krueger
- Department of Dermatology, University of Utah, Salt Lake City, Utah 84132, USA
| | - Henry W Lim
- Department of Dermatology, Henry Ford Hospital, Detroit, Michigan 48202, USA
| | - Andres Metspalu
- Estonian Genome Center, University of Tartu, Tartu 51010, Estonia
| | - Ulrich Mrowietz
- Department of Dermatology, University Medical Center Schleswig-Holstein, Campus Kiel, Kiel 24105, Germany
| | - Sören Mucha
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel 24105, Germany
| | - Proton Rahman
- Memorial University, St. John's, Newfoundland, Newfoundland and Labrador, Canada A1B 3X9
| | - Andre Reis
- Institute of Human Genetics, FAU Erlangen-Nürnberg, Erlangen 91054, Germany
| | - Trilokraj Tejasvi
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA.,Ann Arbor Veterans Affairs Hospital, Ann Arbor, Michigan 48105, USA
| | - Richard Trembath
- Department of Medical and Molecular Genetics, King's College London, London WC2R 2LS, UK
| | - John J Voorhees
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Stephan Weidinger
- Department of Dermatology, University Medical Center Schleswig-Holstein, Campus Kiel, Kiel 24105, Germany
| | - Michael Weichenthal
- Department of Dermatology, University Medical Center Schleswig-Holstein, Campus Kiel, Kiel 24105, Germany
| | - Xiaoquan Wen
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan 48109, USA
| | | | - Hyun M Kang
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan 48109, USA
| | | | - Rajan P Nair
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Gonçalo R Abecasis
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - James T Elder
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA.,Ann Arbor Veterans Affairs Hospital, Ann Arbor, Michigan 48105, USA
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19
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Schoknecht T, Schwinge D, Stein S, Weiler-Normann C, Sebode M, Mucha S, Otto B, Ellinghaus E, Stahl F, Franke A, Lohse AW, Herkel J, Schramm C. CD4+ T cells from patients with primary sclerosing cholangitis exhibit reduced apoptosis and down-regulation of proapoptotic Bim in peripheral blood. J Leukoc Biol 2017; 101:589-597. [DOI: 10.1189/jlb.5a1015-469r] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023] Open
Abstract
Abstract
The pathogenesis of the progressive liver disease, primary sclerosing cholangitis (PSC), remains largely elusive. The strong genetic association with HLA loci suggests that T cell–dependent, adaptive immune reactions could contribute to disease pathogenesis. Recent studies have indicated that PSC is also associated with polymorphisms in the locus encoding for proapoptotic Bim (BCL2L11). Bim is crucial for the maintenance of immunologic tolerance through induction of apoptosis in activated T cells. Of interest with regard to PSC is the finding that BCL2L11-deficient mice develop periductular infiltrates. We, therefore, investigated, whether defective apoptosis of T cells might contribute to the phenotype of PSC. Thus, we induced apoptosis of T cells from patients with PSC and controls by repeated T cell receptor (TCR) stimulation or cytokine withdrawal. We found that CD4+ T cells, but not CD8+ T cells, from patients with PSC exhibited significantly reduced apoptosis in response to both, TCR restimulation or cytokine withdrawal. This increased apoptosis resistance was associated with significantly reduced up-regulation of proapoptotic Bim in T cells from patients with PSC. However, T cell apoptosis did not seem to be influenced by the previously described BCL2L11 polymorphisms. Reduced CD4+ T cell apoptosis in patients with PSC was not due to reduced cell activation, as indicated by a similar surface expression of the activation markers CD69, CD25, and CD28 in T cells from patients and controls. Thus, decreased apoptosis of activated CD4+ T cells may be part of the immune dysregulation observed in patients with PSC.
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Affiliation(s)
- Tanja Schoknecht
- I. Department of Medicine University Medical Centre Hamburg-Eppendorf , Hamburg , Germany
| | - Dorothee Schwinge
- I. Department of Medicine University Medical Centre Hamburg-Eppendorf , Hamburg , Germany
| | - Stephanie Stein
- I. Department of Medicine University Medical Centre Hamburg-Eppendorf , Hamburg , Germany
| | | | - Marcial Sebode
- I. Department of Medicine University Medical Centre Hamburg-Eppendorf , Hamburg , Germany
| | - Sören Mucha
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel , Kiel , Germany
| | - Benjamin Otto
- I. Department of Medicine University Medical Centre Hamburg-Eppendorf , Hamburg , Germany
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel , Kiel , Germany
| | - Felix Stahl
- Institute of Clinical Chemistry and Central Laboratories, University Medical Centre Hamburg-Eppendorf , Hamburg , Germany
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel , Kiel , Germany
| | - Ansgar W Lohse
- I. Department of Medicine University Medical Centre Hamburg-Eppendorf , Hamburg , Germany
| | - Johannes Herkel
- I. Department of Medicine University Medical Centre Hamburg-Eppendorf , Hamburg , Germany
| | - Christoph Schramm
- I. Department of Medicine University Medical Centre Hamburg-Eppendorf , Hamburg , Germany
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20
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Dunkhase E, Ludwig KU, Knapp M, Skibola CF, Figueiredo JC, Hosking FJ, Ellinghaus E, Landi MT, Ma H, Nakagawa H, Kim JW, Han J, Yang P, Böhmer AC, Mattheisen M, Nöthen MM, Mangold E. Nonsyndromic cleft lip with or without cleft palate and cancer: Evaluation of a possible common genetic background through the analysis of GWAS data. Genom Data 2016; 10:22-9. [PMID: 27630819 PMCID: PMC5013250 DOI: 10.1016/j.gdata.2016.08.017] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Accepted: 08/24/2016] [Indexed: 01/12/2023]
Abstract
Previous research suggests a genetic overlap between nonsyndromic cleft lip with or without cleft palate (NSCL/P) and cancer. The aim of the present study was to identify common genetic risk loci for NSCL/P and cancer entities that have been reported to co-occur with orofacial clefting. This was achieved through the investigation of large genome-wide association study datasets. Investigations of 12 NSCL/P single nucleotide polymorphisms (SNPs) in 32 cancer datasets, and 204 cancer SNPs in two NSCL/P datasets, were performed. The SNPs rs13041247 (20q12) and rs6457327 (6p21.33) showed suggestive evidence for an association with both NSCL/P and a specific cancer entity. These loci harbor genes of biological relevance to oncogenesis (MAFB and OCT4, respectively). This study is the first to characterize possible pleiotropic risk loci for NSCL/P and cancer in a systematic manner. The data represent a starting point for future research by identifying a genetic link between NSCL/P and cancer.
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Affiliation(s)
- Eva Dunkhase
- Institute of Human Genetics, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Kerstin U Ludwig
- Institute of Human Genetics, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany; Department of Genomics, Life and Brain Center, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Michael Knapp
- Institute of Medical Biometry, Informatics, and Epidemiology, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Christine F Skibola
- Department of Epidemiology, University of Alabama at Birmingham, 1665 University Boulevard, Birmingham, AL 35294, USA
| | - Jane C Figueiredo
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, 1975 Zonal Ave, Los Angeles, CA 90033, USA
| | - Fay Julie Hosking
- Division of Genetics and Epidemiology, The Institute of Cancer Research, 15 Cotswold Road, Sutton SM2 5NG, Surrey, UK
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Schittenhelmstr. 12, 24105 Kiel, Germany
| | - Maria Teresa Landi
- National Cancer Institute, NIH, DHHS, 9609 Medical Center Dr, Rockville, MD 20850, USA
| | - Hongxia Ma
- Department of Epidemiology, School of Public Health, Nanjing Medical University, 140 Hanzhong Rd, Gulou, Nanjing 210029, Jiangsu, China
| | - Hidewaki Nakagawa
- Laboratory for Genome Sequencing Analysis, RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku,Yokohama, Kanagawa 230-0045, Japan
| | - Jong-Won Kim
- Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, (06351) 81 Irwon-Ro Gangnam-gu. Seoul, Republic of Korea
| | - Jiali Han
- Department of Epidemiology, Richard M. Fairbanks School of Public Health, Melvin & Bren Simon Cancer Center, Indiana University, 535 Barnhill Dr, Indianapolis, IN 46202, USA
| | - Ping Yang
- Mayo Clinic, 200 First St. SW Rochester, MN 55905, USA
| | - Anne C Böhmer
- Department of Genomics, Life and Brain Center, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Manuel Mattheisen
- Institute of Human Genetics, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany; Department of Genomics, Life and Brain Center, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany; Institute of Medical Biometry, Informatics, and Epidemiology, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Markus M Nöthen
- Institute of Human Genetics, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany; Department of Genomics, Life and Brain Center, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
| | - Elisabeth Mangold
- Institute of Human Genetics, University of Bonn, Sigmund-Freud-Straße 25, 53127 Bonn, Germany
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21
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Ellinghaus D, Jostins L, Spain SL, Cortes A, Bethune J, Han B, Park YR, Raychaudhuri S, Pouget JG, Hübenthal M, Folseraas T, Wang Y, Esko T, Metspalu A, Westra HJ, Franke L, Pers TH, Weersma RK, Collij V, D'Amato M, Halfvarson J, Jensen AB, Lieb W, Degenhardt F, Forstner AJ, Hofmann A, Schreiber S, Mrowietz U, Juran BD, Lazaridis KN, Brunak S, Dale AM, Trembath RC, Weidinger S, Weichenthal M, Ellinghaus E, Elder JT, Barker JNWN, Andreassen OA, McGovern DP, Karlsen TH, Barrett JC, Parkes M, Brown MA, Franke A. Analysis of five chronic inflammatory diseases identifies 27 new associations and highlights disease-specific patterns at shared loci. Nat Genet 2016; 48:510-8. [PMID: 26974007 PMCID: PMC4848113 DOI: 10.1038/ng.3528] [Citation(s) in RCA: 478] [Impact Index Per Article: 59.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Accepted: 02/19/2016] [Indexed: 02/07/2023]
Abstract
We simultaneously investigated the genetic landscape of ankylosing spondylitis, Crohn's disease, psoriasis, primary sclerosing cholangitis and ulcerative colitis to investigate pleiotropy and the relationship between these clinically related diseases. Using high-density genotype data from more than 86,000 individuals of European ancestry, we identified 244 independent multidisease signals, including 27 new genome-wide significant susceptibility loci and 3 unreported shared risk loci. Complex pleiotropy was supported when contrasting multidisease signals with expression data sets from human, rat and mouse together with epigenetic and expressed enhancer profiles. The comorbidities among the five immune diseases were best explained by biological pleiotropy rather than heterogeneity (a subgroup of cases genetically identical to those with another disease, possibly owing to diagnostic misclassification, molecular subtypes or excessive comorbidity). In particular, the strong comorbidity between primary sclerosing cholangitis and inflammatory bowel disease is likely the result of a unique disease, which is genetically distinct from classical inflammatory bowel disease phenotypes.
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Affiliation(s)
- David Ellinghaus
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - Luke Jostins
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, UK
| | - Sarah L Spain
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, UK
| | - Adrian Cortes
- Nuffield Department of Clinical Neurosciences, Division of Clinical Neurology, John Radcliffe Hospital, University of Oxford, Oxford, UK.,Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Jörn Bethune
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - Buhm Han
- Department of Convergence Medicine, University of Ulsan College of Medicine and Asan Institute for Life Sciences, Asan Medical Center, Seoul, Republic of Korea
| | - Yu Rang Park
- Asan Institute for Life Sciences, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Republic of Korea
| | - Soumya Raychaudhuri
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.,Division of Genetics, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Division of Rheumatology, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Jennie G Pouget
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Matthias Hübenthal
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - Trine Folseraas
- Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway.,K.G. Jebsen Inflammation Research Centre, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Research Institute of Internal Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway.,Section of Gastroenterology, Department of Transplantation Medicine, Oslo University Hospital, Oslo, Norway
| | - Yunpeng Wang
- Department of Neurosciences, University of California, San Diego, La Jolla, California, USA
| | - Tonu Esko
- Estonian Genome Center, University of Tartu, Tartu, Estonia.,Division of Endocrinology, Boston Children's Hospital, Cambridge, Massachusetts, USA.,Center for Basic and Translational Obesity Research, Boston Children's Hospital, Cambridge, Massachusetts, USA
| | | | - Harm-Jan Westra
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.,Division of Genetics, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Division of Rheumatology, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Lude Franke
- University of Groningen, University Medical Center Groningen, Department of Genetics, Groningen, the Netherlands
| | - Tune H Pers
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.,Center for Basic and Translational Obesity Research, Boston Children's Hospital, Cambridge, Massachusetts, USA.,Novo Nordisk Foundation Centre for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark.,Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark
| | - Rinse K Weersma
- Department of Gastroenterology and Hepatology, University of Groningen and University Medical Center Groningen, Groningen, the Netherlands
| | - Valerie Collij
- Department of Gastroenterology and Hepatology, University of Groningen and University Medical Center Groningen, Groningen, the Netherlands
| | - Mauro D'Amato
- Department of Bioscience and Nutrition, Karolinska Institutet, Stockholm, Sweden.,BioCruces Health Research Institute and Ikerbasque, Basque Foundation for Science, Bilbao, Spain
| | - Jonas Halfvarson
- Department of Gastroenterology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Anders Boeck Jensen
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Wolfgang Lieb
- Institute of Epidemiology, University Hospital Schleswig-Holstein, Kiel, Germany.,PopGen Biobank, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Franziska Degenhardt
- Institute of Human Genetics, University of Bonn, Bonn, Germany.,Department of Genomics, Life and Brain Center, University of Bonn, Bonn, Germany
| | - Andreas J Forstner
- Institute of Human Genetics, University of Bonn, Bonn, Germany.,Department of Genomics, Life and Brain Center, University of Bonn, Bonn, Germany
| | - Andrea Hofmann
- Institute of Human Genetics, University of Bonn, Bonn, Germany.,Department of Genomics, Life and Brain Center, University of Bonn, Bonn, Germany
| | | | | | | | | | | | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany.,Department of General Internal Medicine, Universitätsklinikum Schleswig-Holstein Campus Kiel, Kiel, Germany
| | - Ulrich Mrowietz
- Department of Dermatology, University Hospital, Schleswig-Holstein, Christian Albrechts University of Kiel, Kiel, Germany
| | - Brian D Juran
- Center for Basic Research in Digestive Diseases, Division of Gastroenterology and Hepatology, Mayo Clinic, College of Medicine, Rochester, Minnesota, USA
| | - Konstantinos N Lazaridis
- Center for Basic Research in Digestive Diseases, Division of Gastroenterology and Hepatology, Mayo Clinic, College of Medicine, Rochester, Minnesota, USA
| | - Søren Brunak
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Anders M Dale
- Department of Neurosciences, University of California, San Diego, La Jolla, California, USA.,Department of Radiology, University of California, San Diego, La Jolla, California, USA
| | - Richard C Trembath
- Division of Genetics and Molecular Medicine, King's College London, London, UK
| | - Stephan Weidinger
- Department of Dermatology, University Hospital, Schleswig-Holstein, Christian Albrechts University of Kiel, Kiel, Germany
| | - Michael Weichenthal
- Department of Dermatology, University Hospital, Schleswig-Holstein, Christian Albrechts University of Kiel, Kiel, Germany
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - James T Elder
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA.,Ann Arbor Veterans Affairs Hospital, Ann Arbor, Michigan, USA
| | - Jonathan N W N Barker
- St. John's Institute of Dermatology, Division of Genetics and Molecular Medicine, King's College London, London, UK
| | - Ole A Andreassen
- NORMENT, K.G. Jebsen Centre for Psychosis Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Division of Mental Health and Addiction, Oslo University Hospital, Ullevål, Oslo, Norway
| | - Dermot P McGovern
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Los Angeles, California, USA.,Medical Genetics Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Tom H Karlsen
- Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway.,K.G. Jebsen Inflammation Research Centre, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Research Institute of Internal Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway.,Section of Gastroenterology, Department of Transplantation Medicine, Oslo University Hospital, Oslo, Norway
| | - Jeffrey C Barrett
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, UK
| | - Miles Parkes
- Inflammatory Bowel Disease Research Group, Addenbrooke's Hospital, University of Cambridge, Cambridge, UK
| | - Matthew A Brown
- University of Queensland Diamantina Institute, Translational Research Institute, Brisbane, Queensland, Australia.,Institute of Health and Biomedical Innovation (IHBI), Faculty of Health, Queensland University of Technology (QUT), Translational Research Institute, Brisbane, Queensland, Australia
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
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22
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Stuart P, Nair R, Tsoi L, Tejasvi T, Das S, Kang H, Ellinghaus E, Chandran V, Callis-Duffin K, Ike R, Li Y, Wen X, Enerbäck C, Gudjonsson J, Kõks S, Kingo K, Esko T, Mrowietz U, Reis A, Wichmann H, Gieger C, Hoffmann P, Nöthen M, Winkelmann J, Kunz M, Moreta E, Mease P, Ritchlin C, Bowcock A, Krueger G, Lim H, Weidinger S, Weichenthal M, Voorhees J, Rahman P, Gregersen P, Franke A, Gladman D, Abecasis G, Elder J. Genome-wide Association Analysis of Psoriatic Arthritis and Cutaneous Psoriasis Reveals Differences in Their Genetic Architecture. Am J Hum Genet 2015; 97:816-36. [PMID: 26626624 DOI: 10.1016/j.ajhg.2015.10.019] [Citation(s) in RCA: 203] [Impact Index Per Article: 22.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2015] [Accepted: 10/29/2015] [Indexed: 12/17/2022] Open
Abstract
Psoriasis vulgaris (PsV) is a common inflammatory and hyperproliferative skin disease. Up to 30% of people with PsV eventually develop psoriatic arthritis (PsA), an inflammatory musculoskeletal condition. To discern differences in genetic risk factors for PsA and cutaneous-only psoriasis (PsC), we carried out a genome-wide association study (GWAS) of 1,430 PsA case subjects and 1,417 unaffected control subjects. Meta-analysis of this study with three other GWASs and two targeted genotyping studies, encompassing a total of 9,293 PsV case subjects, 3,061 PsA case subjects, 3,110 PsC case subjects, and 13,670 unaffected control subjects of European descent, detected 10 regions associated with PsA and 11 with PsC at genome-wide (GW) significance. Several of these association signals (IFNLR1, IFIH1, NFKBIA for PsA; TNFRSF9, LCE3C/B, TRAF3IP2, IL23A, NFKBIA for PsC) have not previously achieved GW significance. After replication, we also identified a PsV-associated SNP near CDKAL1 (rs4712528, odds ratio [OR] = 1.16, p = 8.4 × 10(-11)). Among identified psoriasis risk variants, three were more strongly associated with PsC than PsA (rs12189871 near HLA-C, p = 5.0 × 10(-19); rs4908742 near TNFRSF9, p = 0.00020; rs10888503 near LCE3A, p = 0.0014), and two were more strongly associated with PsA than PsC (rs12044149 near IL23R, p = 0.00018; rs9321623 near TNFAIP3, p = 0.00022). The PsA-specific variants were independent of previously identified psoriasis variants near IL23R and TNFAIP3. We also found multiple independent susceptibility variants in the IL12B, NOS2, and IFIH1 regions. These results provide insights into the pathogenetic similarities and differences between PsC and PsA.
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23
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Baurecht H, Hotze M, Brand S, Büning C, Cormican P, Corvin A, Ellinghaus D, Ellinghaus E, Esparza-Gordillo J, Fölster-Holst R, Franke A, Gieger C, Hubner N, Illig T, Irvine A, Kabesch M, Lee Y, Lieb W, Marenholz I, McLean W, Morris D, Mrowietz U, Nair R, Nöthen M, Novak N, O’Regan G, Schreiber S, Smith C, Strauch K, Stuart P, Trembath R, Tsoi L, Weichenthal M, Barker J, Elder J, Weidinger S, Cordell H, Brown S. Genome-wide Comparative Analysis of Atopic Dermatitis and Psoriasis Gives Insight into Opposing Genetic Mechanisms. Am J Hum Genet 2015. [DOI: 10.1016/j.ajhg.2015.10.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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24
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Fischer A, Ellinghaus D, Nutsua M, Hofmann S, Montgomery CG, Iannuzzi MC, Rybicki BA, Petrek M, Mrazek F, Pabst S, Grohé C, Grunewald J, Ronninger M, Eklund A, Padyukov L, Mihailovic-Vucinic V, Jovanovic D, Sterclova M, Homolka J, Nöthen MM, Herms S, Gieger C, Strauch K, Winkelmann J, Boehm BO, Brand S, Büning C, Schürmann M, Ellinghaus E, Baurecht H, Lieb W, Nebel A, Müller-Quernheim J, Franke A, Schreiber S. Identification of Immune-Relevant Factors Conferring Sarcoidosis Genetic Risk. Am J Respir Crit Care Med 2015; 192:727-36. [PMID: 26051272 PMCID: PMC4595678 DOI: 10.1164/rccm.201503-0418oc] [Citation(s) in RCA: 81] [Impact Index Per Article: 9.0] [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: 03/02/2015] [Accepted: 06/04/2015] [Indexed: 12/15/2022] Open
Abstract
RATIONALE Genetic variation plays a significant role in the etiology of sarcoidosis. However, only a small fraction of its heritability has been explained so far. OBJECTIVES To define further genetic risk loci for sarcoidosis, we used the Immunochip for a candidate gene association study of immune-associated loci. METHODS Altogether the study population comprised over 19,000 individuals. In a two-stage design, 1,726 German sarcoidosis cases and 5,482 control subjects were genotyped for 128,705 single-nucleotide polymorphisms using the Illumina Immunochip for the screening step. The remaining 3,955 cases, 7,514 control subjects, and 684 parents of affected offspring were used for validation and replication of 44 candidate and two established risk single-nucleotide polymorphisms. MEASUREMENTS AND MAIN RESULTS Four novel susceptibility loci were identified with genome-wide significance in the European case-control populations, located on chromosomes 12q24.12 (rs653178; ATXN2/SH2B3), 5q33.3 (rs4921492; IL12B), 4q24 (rs223498; MANBA/NFKB1), and 2q33.2 (rs6748088; FAM117B). We further defined three independent association signals in the HLA region with genome-wide significance, peaking in the BTNL2 promoter region (rs5007259), at HLA-B (rs4143332/HLA-B*0801) and at HLA-DPB1 (rs9277542), and found another novel independent signal near IL23R (rs12069782) on chromosome 1p31.3. CONCLUSIONS Functional predictions and protein network analyses suggest a prominent role of the drug-targetable IL23/Th17 signaling pathway in the genetic etiology of sarcoidosis. Our findings reveal a substantial genetic overlap of sarcoidosis with diverse immune-mediated inflammatory disorders, which could be of relevance for the clinical application of modern therapeutics.
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Affiliation(s)
- Annegret Fischer
- Institute of Clinical Molecular Biology, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany
| | - David Ellinghaus
- Institute of Clinical Molecular Biology, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany
| | - Marcel Nutsua
- Institute of Clinical Molecular Biology, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany
| | - Sylvia Hofmann
- Institute of Clinical Molecular Biology, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany
| | - Courtney G. Montgomery
- Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma
| | | | - Benjamin A. Rybicki
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, Michigan
| | - Martin Petrek
- Faculty of Medicine and Dentistry, Palacky University, Olomouc, Czech Republic
| | - Frantisek Mrazek
- Faculty of Medicine and Dentistry, Palacky University, Olomouc, Czech Republic
| | | | - Christian Grohé
- Department of Respiratory Medicine, Evangelische Lungenklinik Berlin-Buch, Berlin, Germany
| | - Johan Grunewald
- Respiratory Medicine Unit, Department of Medicine and CMM, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Marcus Ronninger
- Respiratory Medicine Unit, Department of Medicine and CMM, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Anders Eklund
- Respiratory Medicine Unit, Department of Medicine and CMM, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Leonid Padyukov
- Rheumatology Unit, Department of Medicine, Karolinska Institutet, Stockholm, Sweden
| | | | - Dragana Jovanovic
- Thoracic Oncology and ILD Department, University Hospital of Pulmonology, Clinical Center of Serbia, Belgrade, Serbia
| | - Martina Sterclova
- Department of Respiratory Medicine, Thomayer Hospital and 1 Medical Faculty and
| | - Jiri Homolka
- 1st Lung Department, Prague General Hospital, Charles University, Prague, Czech Republic
| | - Markus M. Nöthen
- Institute of Human Genetics and
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
| | - Stefan Herms
- Institute of Human Genetics and
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
- Genomics Group, Medical Genetics, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Christian Gieger
- Institute of Epidemiology II and
- Research Unit of Molecular Epidemiology, Helmholtz Center Munich, Munich, Germany
| | - Konstantin Strauch
- Institute of Genetic Epidemiology and
- Institute of Medical Informatics, Biometry and Epidemiology and
| | - Juliane Winkelmann
- Institute of Human Genetics, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Human Genetics, MRI
- Department of Neurology, MRI, and
| | - Bernhard O. Boehm
- Department of Internal Medicine I, Ulm University Medical Centre, Ulm, Germany
- LKCMedicine, Nanyang Technological University, Singapore
- Imperial College London, London, United Kingdom
| | - Stephan Brand
- Department of Medicine II–Grosshadern, Ludwig-Maximilians-University, Munich, Germany
| | - Carsten Büning
- Department of Gastroenterology, Hepatology and Endocrinology, Charité, Campus Mitte, Berlin, Germany
| | | | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany
| | - Hansjörg Baurecht
- Graduate School of Information Science in Health, Technische Universität München, Munich, Germany
- Department of Dermatology, Allergology, and Venerology, and
| | - Wolfgang Lieb
- Institute of Epidemiology and Popgen Biobank, Kiel University, Kiel, Germany; and
| | - Almut Nebel
- Institute of Clinical Molecular Biology, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany
| | | | - Andre Franke
- Institute of Clinical Molecular Biology, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Kiel University and University Hospital Schleswig-Holstein, Kiel, Germany
- Clinic of Internal Medicine I, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
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25
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Fischer U, Forster M, Rinaldi A, Risch T, Sungalee S, Warnatz HJ, Bornhauser B, Gombert M, Kratsch C, Stütz AM, Sultan M, Tchinda J, Worth CL, Amstislavskiy V, Badarinarayan N, Baruchel A, Bartram T, Basso G, Canpolat C, Cario G, Cavé H, Dakaj D, Delorenzi M, Dobay MP, Eckert C, Ellinghaus E, Eugster S, Frismantas V, Ginzel S, Haas OA, Heidenreich O, Hemmrich-Stanisak G, Hezaveh K, Höll JI, Hornhardt S, Husemann P, Kachroo P, Kratz CP, Te Kronnie G, Marovca B, Niggli F, McHardy AC, Moorman AV, Panzer-Grümayer R, Petersen BS, Raeder B, Ralser M, Rosenstiel P, Schäfer D, Schrappe M, Schreiber S, Schütte M, Stade B, Thiele R, von der Weid N, Vora A, Zaliova M, Zhang L, Zichner T, Zimmermann M, Lehrach H, Borkhardt A, Bourquin JP, Franke A, Korbel JO, Stanulla M, Yaspo ML. Genomics and drug profiling of fatal TCF3-HLF-positive acute lymphoblastic leukemia identifies recurrent mutation patterns and therapeutic options. Nat Genet 2015. [PMID: 26214592 PMCID: PMC4603357 DOI: 10.1038/ng.3362] [Citation(s) in RCA: 156] [Impact Index Per Article: 17.3] [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] [Indexed: 01/04/2023]
Abstract
TCF3-HLF-fusion positive acute lymphoblastic leukemia (ALL) is currently incurable. Employing an integrated approach, we uncovered distinct mutation, gene expression, and drug response profiles in TCF3-HLF-positive and treatment-responsive TCF3-PBX1-positive ALL. Recurrent intragenic deletions of PAX5 or VPREB1 were identified in constellation with TCF3-HLF. Moreover somatic mutations in the non-translocated allele of TCF3 and a reduction of PAX5 gene dosage in TCF3-HLF ALL suggest cooperation within a restricted genetic context. The enrichment for stem cell and myeloid features in the TCF3-HLF signature may reflect reprogramming by TCF3-HLF of a lymphoid-committed cell of origin towards a hybrid, drug-resistant hematopoietic state. Drug response profiling of matched patient-derived xenografts revealed a distinct profile for TCF3-HLF ALL with resistance to conventional chemotherapeutics, but sensitivity towards glucocorticoids, anthracyclines and agents in clinical development. Striking on-target sensitivity was achieved with the BCL2-specific inhibitor venetoclax (ABT-199). This integrated approach thus provides alternative treatment options for this deadly disease.
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Affiliation(s)
- Ute Fischer
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Michael Forster
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Anna Rinaldi
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Thomas Risch
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Stéphanie Sungalee
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
| | - Hans-Jörg Warnatz
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Beat Bornhauser
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Michael Gombert
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Christina Kratsch
- Department of Algorithmic Bioinformatics, Heinrich-Heine-University, Düsseldorf, Germany
| | - Adrian M Stütz
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
| | - Marc Sultan
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Joelle Tchinda
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Catherine L Worth
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | | | - Nandini Badarinarayan
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - André Baruchel
- Department of Pediatric Hemato-Immunology, Hôpital Robert Debré and Paris Diderot University, Paris, France
| | - Thies Bartram
- Department of Pediatrics, Christian-Albrechts-University of Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Giuseppe Basso
- Department of Pediatrics, Laboratory of Pediatric Hematology/Oncology, University of Padova, Padova, Italy
| | - Cengiz Canpolat
- Department of Pediatrics, Acıbadem University Medical School, Ataşehir, Istanbul, Turkey
| | - Gunnar Cario
- Department of Pediatrics, Christian-Albrechts-University of Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Hélène Cavé
- Department of Genetics, Hôpital Robert Debré and Paris Diderot University, Paris, France
| | - Dardane Dakaj
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Mauro Delorenzi
- Ludwig Center for Cancer Research, University of Lausanne, Lausanne, Switzerland.,Swiss Institute for Bioinformatics (SIB), Lausanne, Switzerland
| | | | - Cornelia Eckert
- Pediatric Hematology and Oncology, Charité University Hospital, Berlin, Germany
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Sabrina Eugster
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Viktoras Frismantas
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Sebastian Ginzel
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany.,Department of Computer Science, Bonn-Rhine-Sieg University of Applied Sciences, Sankt Augustin, Germany
| | - Oskar A Haas
- Children's Cancer Research Institute, Vienna, Austria
| | - Olaf Heidenreich
- Northern Institute of Cancer Research, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Georg Hemmrich-Stanisak
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Kebria Hezaveh
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Jessica I Höll
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Sabine Hornhardt
- Federal Office for Radiation Protection, Oberschleissheim, Germany
| | - Peter Husemann
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Priyadarshini Kachroo
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Christian P Kratz
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | - Geertruy Te Kronnie
- Department of Pediatrics, Laboratory of Pediatric Hematology/Oncology, University of Padova, Padova, Italy
| | - Blerim Marovca
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Felix Niggli
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Alice C McHardy
- Department of Algorithmic Bioinformatics, Heinrich-Heine-University, Düsseldorf, Germany
| | - Anthony V Moorman
- Northern Institute of Cancer Research, Newcastle University, Newcastle upon Tyne, United Kingdom
| | | | - Britt S Petersen
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Benjamin Raeder
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
| | - Meryem Ralser
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Philip Rosenstiel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Daniel Schäfer
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Martin Schrappe
- Department of Pediatrics, Christian-Albrechts-University of Kiel and University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | | | - Björn Stade
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Ralf Thiele
- Department of Computer Science, Bonn-Rhine-Sieg University of Applied Sciences, Sankt Augustin, Germany
| | | | - Ajay Vora
- Sheffield Children's Hospital, Sheffield, United Kingdom
| | - Marketa Zaliova
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany.,Childhood Leukaemia Investigation Prague (CLIP), Department of Pediatric Hematology/Oncology, Second Faculty of Medicine, Charles University Prague, Prague, Czech Republic
| | - Langhui Zhang
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany.,Department of Hematology, Union Hospital, Fujian Medical University, Fuzhou, China
| | - Thomas Zichner
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
| | - Martin Zimmermann
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | - Hans Lehrach
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany.,Alacris Theranostics GmbH, Berlin, Germany.,Dahlem Centre for Genome Reseach and Medical Systems Biology, Berlin, Germany
| | - Arndt Borkhardt
- Clinic for Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Jean-Pierre Bourquin
- Pediatric Oncology, Children's Research Centre, University Children's Hospital Zurich, Zurich, Switzerland
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Jan O Korbel
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
| | - Martin Stanulla
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | - Marie-Laure Yaspo
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
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26
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Andreassen OA, Desikan RS, Wang Y, Thompson WK, Schork AJ, Zuber V, Doncheva NT, Ellinghaus E, Albrecht M, Mattingsdal M, Franke A, Lie BA, Mills IG, Aukrust P, McEvoy LK, Djurovic S, Karlsen TH, Dale AM. Correction: Abundant Genetic Overlap between Blood Lipids and Immune-Mediated Diseases Indicates Shared Molecular Genetic Mechanisms. PLoS One 2015; 10:e0128048. [PMID: 25978331 PMCID: PMC4433198 DOI: 10.1371/journal.pone.0128048] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
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27
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Tsoi LC, Spain SL, Ellinghaus E, Stuart PE, Capon F, Knight J, Tejasvi T, Kang HM, Allen MH, Lambert S, Stoll SW, Weidinger S, Gudjonsson JE, Koks S, Kingo K, Esko T, Das S, Metspalu A, Weichenthal M, Enerback C, Krueger GG, Voorhees JJ, Chandran V, Rosen CF, Rahman P, Gladman DD, Reis A, Nair RP, Franke A, Barker JNWN, Abecasis GR, Trembath RC, Elder JT. Enhanced meta-analysis and replication studies identify five new psoriasis susceptibility loci. Nat Commun 2015; 6:7001. [PMID: 25939698 PMCID: PMC4422106 DOI: 10.1038/ncomms8001] [Citation(s) in RCA: 142] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2014] [Accepted: 03/24/2015] [Indexed: 02/06/2023] Open
Abstract
Psoriasis is a chronic autoimmune disease with complex genetic architecture. Previous genome-wide association studies (GWAS) and a recent meta-analysis using Immunochip data have uncovered 36 susceptibility loci. Here, we extend our previous meta-analysis of European ancestry by refined genotype calling and imputation and by the addition of 5,033 cases and 5,707 controls. The combined analysis, consisting of over 15,000 cases and 27,000 controls, identifies five new psoriasis susceptibility loci at genome-wide significance (P<5 × 10(-8)). The newly identified signals include two that reside in intergenic regions (1q31.1 and 5p13.1) and three residing near PLCL2 (3p24.3), NFKBIZ (3q12.3) and CAMK2G (10q22.2). We further demonstrate that NFKBIZ is a TRAF3IP2-dependent target of IL-17 signalling in human skin keratinocytes, thereby functionally linking two strong candidate genes. These results further integrate the genetics and immunology of psoriasis, suggesting new avenues for functional analysis and improved therapies.
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Affiliation(s)
- Lam C Tsoi
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Sarah L Spain
- Division of Genetics and Molecular Medicine, King's College London, London WC2R 2LS, UK.,Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SA, UK
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, 24105 Kiel, Germany
| | - Philip E Stuart
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Francesca Capon
- Division of Genetics and Molecular Medicine, King's College London, London WC2R 2LS, UK
| | - Jo Knight
- Neuroscience Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada M5T 1R8.,National Institute for Health Research (NIHR), Biomedical Research Centre, Guy's and St Thomas' NHS Foundation Trust, London SE1 9RT, UK
| | - Trilokraj Tejasvi
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Hyun M Kang
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Michael H Allen
- Division of Genetics and Molecular Medicine, King's College London, London WC2R 2LS, UK
| | - Sylviane Lambert
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Stefan W Stoll
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Stephan Weidinger
- Department of Dermatology, University Hospital, Schleswig-Holstein, Christian-Albrechts-University, 24105 Kiel, Germany
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Sulev Koks
- Department of Pathophysiology, Centre of Translational Medicine and Centre for Translational Genomics, University of Tartu, 50409 Tartu, Estonia
| | - Külli Kingo
- Department of Dermatology and Venereology, University of Tartu, 50409 Tartu, Estonia
| | - Tonu Esko
- Estonian Genome Center, University of Tartu, 51010 Tartu, Estonia
| | - Sayantan Das
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Andres Metspalu
- Estonian Genome Center, University of Tartu, 51010 Tartu, Estonia
| | - Michael Weichenthal
- Department of Dermatology, University Hospital, Schleswig-Holstein, Christian-Albrechts-University, 24105 Kiel, Germany
| | - Charlotta Enerback
- Department of Dermatology, Linköping University, SE-581 83 Linköping, Sweden
| | - Gerald G Krueger
- Department of Dermatology, University of Utah, Salt Lake City, Utah 84132, USA
| | - John J Voorhees
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Vinod Chandran
- Department of Medicine, Division of Rheumatology, University of Toronto, Toronto Western Hospital, Toronto, Ontario, Canada M5T 2S8
| | - Cheryl F Rosen
- Department of Medicine, Division of Dermatology, University of Toronto, Toronto Western Hospital, Toronto, Ontario, Canada M5T 2S8
| | - Proton Rahman
- Department of Medicine, Memorial University, St John's, Newfoundland, Canada A1C 5B8
| | - Dafna D Gladman
- Department of Medicine, Division of Rheumatology, University of Toronto, Toronto Western Hospital, Toronto, Ontario, Canada M5T 2S8
| | - Andre Reis
- Institute of Human Genetics, University of Erlangen-Nuremberg, Erlangen 91054, Germany
| | - Rajan P Nair
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, 24105 Kiel, Germany
| | - Jonathan N W N Barker
- Division of Genetics and Molecular Medicine, King's College London, London WC2R 2LS, UK
| | - Goncalo R Abecasis
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Richard C Trembath
- Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London E1 2AD, UK
| | - James T Elder
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan 48109, USA.,Ann Arbor Veterans Affairs Hospital, Ann Arbor, Michigan 48105, USA
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28
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Li J, Jørgensen SF, Maggadottir SM, Bakay M, Warnatz K, Glessner J, Pandey R, Salzer U, Schmidt RE, Perez E, Resnick E, Goldacker S, Buchta M, Witte T, Padyukov L, Videm V, Folseraas T, Atschekzei F, Elder JT, Nair RP, Winkelmann J, Gieger C, Nöthen MM, Büning C, Brand S, Sullivan KE, Orange JS, Fevang B, Schreiber S, Lieb W, Aukrust P, Chapel H, Cunningham-Rundles C, Franke A, Karlsen TH, Grimbacher B, Hakonarson H, Hammarström L, Ellinghaus E. Association of CLEC16A with human common variable immunodeficiency disorder and role in murine B cells. Nat Commun 2015; 6:6804. [PMID: 25891430 PMCID: PMC4444044 DOI: 10.1038/ncomms7804] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [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: 06/20/2014] [Accepted: 03/03/2015] [Indexed: 02/06/2023] Open
Abstract
Common variable immunodeficiency disorder (CVID) is the most common symptomatic primary immunodeficiency in adults, characterized by B-cell abnormalities and inadequate antibody response. CVID patients have considerable autoimmune comorbidity and we therefore hypothesized that genetic susceptibility to CVID may overlap with autoimmune disorders. Here, in the largest genetic study performed in CVID to date, we compare 778 CVID cases with 10,999 controls across 123,127 single-nucleotide polymorphisms (SNPs) on the Immunochip. We identify the first non-HLA genome-wide significant risk locus at CLEC16A (rs17806056, P=2.0 × 10(-9)) and confirm the previously reported human leukocyte antigen (HLA) associations on chromosome 6p21 (rs1049225, P=4.8 × 10(-16)). Clec16a knockdown (KD) mice showed reduced number of B cells and elevated IgM levels compared with controls, suggesting that CLEC16A may be involved in immune regulatory pathways of relevance to CVID. In conclusion, the CLEC16A associations in CVID represent the first robust evidence of non-HLA associations in this immunodeficiency condition.
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Affiliation(s)
- Jin Li
- Center for Applied Genomics, Children’s Hospital of Philadelphia, Philadelphia, USA
| | - Silje F. Jørgensen
- K.G. Jebsen Inflammation Research Centre, Research Institute of Internal Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - S. Melkorka Maggadottir
- Center for Applied Genomics, Children’s Hospital of Philadelphia, Philadelphia, USA
- Division of Allergy and Immunology, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Marina Bakay
- Center for Applied Genomics, Children’s Hospital of Philadelphia, Philadelphia, USA
| | - Klaus Warnatz
- Center for Chronic Immunodeficiency (CCI), University Medical Center Freiburg and, University of Freiburg, Freiburg, Germany
| | - Joseph Glessner
- Center for Applied Genomics, Children’s Hospital of Philadelphia, Philadelphia, USA
| | - Rahul Pandey
- Center for Applied Genomics, Children’s Hospital of Philadelphia, Philadelphia, USA
| | - Ulrich Salzer
- Center for Chronic Immunodeficiency (CCI), University Medical Center Freiburg and, University of Freiburg, Freiburg, Germany
| | - Reinhold E. Schmidt
- Clinic for Immunology and Rheumatology, Hannover Medical School, Hannover, Germany
| | - Elena Perez
- Division of Pediatric Allergy and Immunology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Elena Resnick
- Institute of Immunology and Department of Medicine, Mount Sinai School of Medicine, New York, USA
| | - Sigune Goldacker
- Center for Chronic Immunodeficiency (CCI), University Medical Center Freiburg and, University of Freiburg, Freiburg, Germany
| | - Mary Buchta
- Center for Chronic Immunodeficiency (CCI), University Medical Center Freiburg and, University of Freiburg, Freiburg, Germany
| | - Torsten Witte
- Clinic for Immunology and Rheumatology, Hannover Medical School, Hannover, Germany
| | - Leonid Padyukov
- Rheumatology Unit, Department of Medicine, Karolinska Institutet and Karolinska University Hospital Solna, Stockholm, Sweden
| | - Vibeke Videm
- Department of Laboratory Medicine, Children’s and Women’s Health, Norwegian University of Science and Technology. Trondheim, Norway
| | - Trine Folseraas
- K.G. Jebsen Inflammation Research Centre, Research Institute of Internal Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Norwegian PSC Research Center, Division of Cancer, Surgery and Transplantation, Oslo University Hospital, Oslo, Norway
| | - Faranaz Atschekzei
- Clinic for Immunology and Rheumatology, Hannover Medical School, Hannover, Germany
| | - James T. Elder
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
- Ann Arbor Veterans Affairs Hospital, Ann Arbor, Michigan, USA
| | - Rajan P. Nair
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Juliane Winkelmann
- Institute of Human Genetics, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
- Department of Neurology, MRI, Technische Universität München, Munich, Germany
- Synery Munich Cluster for Systems Neurology
- Stanford University, Department of Neurology and Neurosciences and Center for Sleep Sciences and Medicine, USA
| | - Christian Gieger
- Institute of Genetic Epidemiology, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
| | - Markus M Nöthen
- Institute of Human Genetics, University of Bonn, Bonn, Germany
- Department of Genomics, Life and Brain Center, University of Bonn, Bonn, Germany
| | - Carsten Büning
- Department of Hepatology and Gastroenterology, Charité, Campus Mitte, Berlin, Germany
| | - Stephan Brand
- Department of Medicine II–Grosshadern, Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Kathleen E. Sullivan
- Division of Allergy and Immunology, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jordan S. Orange
- Section of Immunology, Allergy, and Rheumatology, Department of Pediatric Medicine, Texas Children’s Hospital, Houston, TX, USA
| | - Børre Fevang
- K.G. Jebsen Inflammation Research Centre, Research Institute of Internal Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Section of Clinical Immunology and Infectious diseases, Oslo University Hospital Rikshospitalet, Norway
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Germany
| | - Wolfgang Lieb
- Institute of Epidemiology and Biobank popgen, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Pål Aukrust
- K.G. Jebsen Inflammation Research Centre, Research Institute of Internal Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Section of Clinical Immunology and Infectious diseases, Oslo University Hospital Rikshospitalet, Norway
| | - Helen Chapel
- Department of Clinical Immunology, Nuffield Department of Medicine, University of Oxford, UK
| | | | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Germany
| | - Tom H. Karlsen
- K.G. Jebsen Inflammation Research Centre, Research Institute of Internal Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Norwegian PSC Research Center, Division of Cancer, Surgery and Transplantation, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Bodo Grimbacher
- Center for Chronic Immunodeficiency (CCI), University Medical Center Freiburg and, University of Freiburg, Freiburg, Germany
| | - Hakon Hakonarson
- Center for Applied Genomics, Children’s Hospital of Philadelphia, Philadelphia, USA
- Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Lennart Hammarström
- Department of Laboratory Medicine, Division of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Huddinge, Stockholm, Sweden
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Germany
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Andreassen OA, Desikan RS, Wang Y, Thompson WK, Schork AJ, Zuber V, Doncheva NT, Ellinghaus E, Albrecht M, Mattingsdal M, Franke A, Lie BA, Mills I, Aukrust P, McEvoy LK, Djurovic S, Karlsen TH, Dale AM. Abundant genetic overlap between blood lipids and immune-mediated diseases indicates shared molecular genetic mechanisms. PLoS One 2015; 10:e0123057. [PMID: 25853426 PMCID: PMC4390360 DOI: 10.1371/journal.pone.0123057] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [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: 10/30/2014] [Accepted: 01/16/2015] [Indexed: 12/29/2022] Open
Abstract
Epidemiological studies suggest a relationship between blood lipids and immune-mediated diseases, but the nature of these associations is not well understood. We used genome-wide association studies (GWAS) to investigate shared single nucleotide polymorphisms (SNPs) between blood lipids and immune-mediated diseases. We analyzed data from GWAS (n~200,000 individuals), applying new False Discovery Rate (FDR) methods, to investigate genetic overlap between blood lipid levels [triglycerides (TG), low density lipoproteins (LDL), high density lipoproteins (HDL)] and a selection of archetypal immune-mediated diseases (Crohn’s disease, ulcerative colitis, rheumatoid arthritis, type 1 diabetes, celiac disease, psoriasis and sarcoidosis). We found significant polygenic pleiotropy between the blood lipids and all the investigated immune-mediated diseases. We discovered several shared risk loci between the immune-mediated diseases and TG (n = 88), LDL (n = 87) and HDL (n = 52). Three-way analyses differentiated the pattern of pleiotropy among the immune-mediated diseases. The new pleiotropic loci increased the number of functional gene network nodes representing blood lipid loci by 40%. Pathway analyses implicated several novel shared mechanisms for immune pathogenesis and lipid biology, including glycosphingolipid synthesis (e.g. FUT2) and intestinal host-microbe interactions (e.g. ATG16L1). We demonstrate a shared genetic basis for blood lipids and immune-mediated diseases independent of environmental factors. Our findings provide novel mechanistic insights into dyslipidemia and immune-mediated diseases and may have implications for therapeutic trials involving lipid-lowering and anti-inflammatory agents.
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Affiliation(s)
- Ole A. Andreassen
- NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine, University of Oslo and Division of Mental Health and Addiction, Oslo University Hospital, 0407 Oslo, Norway
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093, United States of America
- * E-mail: (AMD); (OAA)
| | - Rahul S. Desikan
- Multimodal Imaging Laboratory, University of California San Diego, La Jolla, CA 92093, United States of America
- Department of Radiology, University of California San Diego, La Jolla, CA 92093, United States of America
| | - Yunpeng Wang
- NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine, University of Oslo and Division of Mental Health and Addiction, Oslo University Hospital, 0407 Oslo, Norway
- Multimodal Imaging Laboratory, University of California San Diego, La Jolla, CA 92093, United States of America
- Department of Neurosciences, University of California San Diego, La Jolla, CA 92093, United States of America
| | - Wesley K. Thompson
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093, United States of America
| | - Andrew J. Schork
- Multimodal Imaging Laboratory, University of California San Diego, La Jolla, CA 92093, United States of America
- Cognitive Sciences Graduate Program, University of California San Diego, La Jolla, CA 92093, United States of America
- Center for Human Development, University of California San Diego, La Jolla, CA 92093, United States of America
| | - Verena Zuber
- NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine, University of Oslo and Division of Mental Health and Addiction, Oslo University Hospital, 0407 Oslo, Norway
- Centre for Molecular Medicine Norway, Nordic EMBL Partnership, University of Oslo and Oslo University Hospital, 0407 Oslo, Norway
| | | | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, 24118 Kiel, Germany
| | - Mario Albrecht
- Max Planck Institute for Informatics, 66123 Saarbrücken, Germany
- Department of Bioinformatics, Institute of Biometrics and Medical Informatics, University Medicine Greifswald, 17475 Greifswald, Germany
- Institute for Knowledge Discovery, Graz University of Technology, 8010 Graz, Austria
- BioTechMed-Graz, 8010 Graz, Austria
| | - Morten Mattingsdal
- NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine, University of Oslo and Division of Mental Health and Addiction, Oslo University Hospital, 0407 Oslo, Norway
- Sørlandet Hospital, 3000 Kristiansand, Norway
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, 24118 Kiel, Germany
| | | | - Ian Mills
- Centre for Molecular Medicine Norway, Nordic EMBL Partnership, University of Oslo and Oslo University Hospital, 0407 Oslo, Norway
- Department of Cancer Prevention, Institute of Cancer Research and Department of Urology, Oslo University Hospital, 0407 Oslo, Norway
| | - Pål Aukrust
- Department of Medical Genetics, University of Oslo and Oslo University Hospital, 0407 Oslo, Norway
- Section of Clinical Immunology and Infectious Diseases, Oslo University Hospital, 0407 Oslo Norway
| | - Linda K. McEvoy
- Multimodal Imaging Laboratory, University of California San Diego, La Jolla, CA 92093, United States of America
- Department of Radiology, University of California San Diego, La Jolla, CA 92093, United States of America
| | - Srdjan Djurovic
- NORMENT, KG Jebsen Centre for Psychosis Research, Institute of Clinical Medicine, University of Oslo and Division of Mental Health and Addiction, Oslo University Hospital, 0407 Oslo, Norway
- Department of Medical Genetics, University of Oslo and Oslo University Hospital, 0407 Oslo, Norway
| | - Tom H. Karlsen
- K.G.Jebsen Inflammation Research Centre, Research Institute of Internal Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital Rikshospitalet, 0407 Oslo, Norway
- Division of Gastroenterology, Institute of Medicine, University of Bergen, 5000 Bergen, Norway
- Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital Rikshospitalet, 0407 Oslo, Norway
| | - Anders M. Dale
- Department of Psychiatry, University of California San Diego, La Jolla, CA 92093, United States of America
- Multimodal Imaging Laboratory, University of California San Diego, La Jolla, CA 92093, United States of America
- Department of Radiology, University of California San Diego, La Jolla, CA 92093, United States of America
- Department of Neurosciences, University of California San Diego, La Jolla, CA 92093, United States of America
- * E-mail: (AMD); (OAA)
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30
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Wittig M, Anmarkrud JA, Kässens JC, Koch S, Forster M, Ellinghaus E, Hov JR, Sauer S, Schimmler M, Ziemann M, Görg S, Jacob F, Karlsen TH, Franke A. Development of a high-resolution NGS-based HLA-typing and analysis pipeline. Nucleic Acids Res 2015; 43:e70. [PMID: 25753671 PMCID: PMC4477639 DOI: 10.1093/nar/gkv184] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [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: 09/29/2014] [Accepted: 02/23/2015] [Indexed: 01/06/2023] Open
Abstract
The human leukocyte antigen (HLA) complex contains the most polymorphic genes in the human genome. The classical HLA class I and II genes define the specificity of adaptive immune responses. Genetic variation at the HLA genes is associated with susceptibility to autoimmune and infectious diseases and plays a major role in transplantation medicine and immunology. Currently, the HLA genes are characterized using Sanger- or next-generation sequencing (NGS) of a limited amplicon repertoire or labeled oligonucleotides for allele-specific sequences. High-quality NGS-based methods are in proprietary use and not publicly available. Here, we introduce the first highly automated open-kit/open-source HLA-typing method for NGS. The method employs in-solution targeted capturing of the classical class I (HLA-A, HLA-B, HLA-C) and class II HLA genes (HLA-DRB1, HLA-DQA1, HLA-DQB1, HLA-DPA1, HLA-DPB1). The calling algorithm allows for highly confident allele-calling to three-field resolution (cDNA nucleotide variants). The method was validated on 357 commercially available DNA samples with known HLA alleles obtained by classical typing. Our results showed on average an accurate allele call rate of 0.99 in a fully automated manner, identifying also errors in the reference data. Finally, our method provides the flexibility to add further enrichment target regions.
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Affiliation(s)
- Michael Wittig
- Christian-Albrechts-University of Kiel, Institute of Clinical Molecular Biology, Kiel, Germany
| | - Jarl A Anmarkrud
- Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway K.G. Jebsen Inflammation Research Center, Institute of Clinical Medicine, University of Oslo, Oslo, Norway Research Institute of Internal Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Oslo, Norway
| | - Jan C Kässens
- Christian-Albrechts-University of Kiel, Department of Computer Science, Kiel, Germany
| | - Simon Koch
- Muthesius Academy of Fine Arts and Design, Kiel, Germany
| | - Michael Forster
- Christian-Albrechts-University of Kiel, Institute of Clinical Molecular Biology, Kiel, Germany
| | - Eva Ellinghaus
- Christian-Albrechts-University of Kiel, Institute of Clinical Molecular Biology, Kiel, Germany
| | - Johannes R Hov
- Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway K.G. Jebsen Inflammation Research Center, Institute of Clinical Medicine, University of Oslo, Oslo, Norway Research Institute of Internal Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Oslo, Norway Section of Gastroenterology, Department of Transplantation Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Sascha Sauer
- Max-Planck Institute for Molecular Genetics, Berlin, Germany
| | - Manfred Schimmler
- Christian-Albrechts-University of Kiel, Department of Computer Science, Kiel, Germany
| | - Malte Ziemann
- University of Lübeck, Institute of Transfusion Medicine, Lübeck, Germany
| | - Siegfried Görg
- University of Lübeck, Institute of Transfusion Medicine, Lübeck, Germany
| | - Frank Jacob
- Muthesius Academy of Fine Arts and Design, Kiel, Germany
| | - Tom H Karlsen
- Norwegian PSC Research Center, Department of Transplantation Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway K.G. Jebsen Inflammation Research Center, Institute of Clinical Medicine, University of Oslo, Oslo, Norway Research Institute of Internal Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Oslo, Norway Section of Gastroenterology, Department of Transplantation Medicine, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Andre Franke
- Christian-Albrechts-University of Kiel, Institute of Clinical Molecular Biology, Kiel, Germany
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Bartram T, Burkhardt B, Wössmann W, Seidemann K, Zimmermann M, Cario G, Lisfeld J, Ellinghaus E, Franke A, Houlston RS, Schrappe M, Reiter A, Stanulla M. Childhood acute lymphoblastic leukemia-associated risk-loci IKZF1, ARID5B and CEBPE and risk of pediatric non-Hodgkin lymphoma: a report from the Berlin-Frankfurt-Münster Study Group. Leuk Lymphoma 2015; 56:814-6. [PMID: 25005032 DOI: 10.3109/10428194.2014.933479] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- Thies Bartram
- Department of Pediatrics, University Hospital Schleswig-Holstein , Kiel , Germany
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Baurecht H, Hotze M, Brand S, Büning C, Cormican P, Corvin A, Ellinghaus D, Ellinghaus E, Esparza-Gordillo J, Fölster-Holst R, Franke A, Gieger C, Hubner N, Illig T, Irvine A, Kabesch M, Lee Y, Lieb W, Marenholz I, McLean W, Morris D, Mrowietz U, Nair R, Nöthen M, Novak N, O’Regan G, Schreiber S, Smith C, Strauch K, Stuart P, Trembath R, Tsoi L, Weichenthal M, Barker J, Elder J, Weidinger S, Cordell H, Brown S, Brown SJ. Genome-wide comparative analysis of atopic dermatitis and psoriasis gives insight into opposing genetic mechanisms. Am J Hum Genet 2015; 96:104-20. [PMID: 25574825 PMCID: PMC4289690 DOI: 10.1016/j.ajhg.2014.12.004] [Citation(s) in RCA: 122] [Impact Index Per Article: 13.6] [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: 09/05/2014] [Accepted: 12/05/2014] [Indexed: 01/05/2023] Open
Abstract
Atopic dermatitis and psoriasis are the two most common immune-mediated inflammatory disorders affecting the skin. Genome-wide studies demonstrate a high degree of genetic overlap, but these diseases have mutually exclusive clinical phenotypes and opposing immune mechanisms. Despite their prevalence, atopic dermatitis and psoriasis very rarely co-occur within one individual. By utilizing genome-wide association study and ImmunoChip data from >19,000 individuals and methodologies developed from meta-analysis, we have identified opposing risk alleles at shared loci as well as independent disease-specific loci within the epidermal differentiation complex (chromosome 1q21.3), the Th2 locus control region (chromosome 5q31.1), and the major histocompatibility complex (chromosome 6p21-22). We further identified previously unreported pleiotropic alleles with opposing effects on atopic dermatitis and psoriasis risk in PRKRA and ANXA6/TNIP1. In contrast, there was no evidence for shared loci with effects operating in the same direction on both diseases. Our results show that atopic dermatitis and psoriasis have distinct genetic mechanisms with opposing effects in shared pathways influencing epidermal differentiation and immune response. The statistical analysis methods developed in the conduct of this study have produced additional insight from previously published data sets. The approach is likely to be applicable to the investigation of the genetic basis of other complex traits with overlapping and distinct clinical features.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Sara J Brown
- Dermatology and Genetic Medicine, Medical Research Institute, Ninewells Hospital and Medical School, University of Dundee, Dundee DD1 9SY, UK.
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Goyette P, Boucher G, Mallon D, Ellinghaus E, Jostins L, Huang H, Ripke S, Gusareva ES, Annese V, Hauser SL, Oksenberg JR, Thomsen I, Leslie S, Daly MJ, Van Steen K, Duerr RH, Barrett JC, McGovern DPB, Schumm LP, Traherne JA, Carrington MN, Kosmoliaptsis V, Karlsen TH, Franke A, Rioux JD. High-density mapping of the MHC identifies a shared role for HLA-DRB1*01:03 in inflammatory bowel diseases and heterozygous advantage in ulcerative colitis. Nat Genet 2015; 47:172-9. [PMID: 25559196 PMCID: PMC4310771 DOI: 10.1038/ng.3176] [Citation(s) in RCA: 219] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2014] [Accepted: 12/04/2014] [Indexed: 02/08/2023]
Abstract
Genome-wide association studies of the related chronic inflammatory bowel diseases (IBD) known as Crohn’s disease and ulcerative colitis have shown strong evidence of association to the major histocompatibility complex (MHC). This region encodes a large number of immunological candidates, including the antigen-presenting classical HLA molecules1. Studies in IBD have indicated that multiple independent associations exist at HLA and non-HLA genes, but lacked the statistical power to define the architecture of association and causal alleles2,3. To address this, we performed high-density SNP typing of the MHC in >32,000 patients with IBD, implicating multiple HLA alleles, with a primary role for HLA-DRB1*01:03 in both Crohn’s disease and ulcerative colitis. Significant differences were observed between these diseases, including a predominant role of class II HLA variants and heterozygous advantage observed in ulcerative colitis, suggesting an important role of the adaptive immune response to the colonic environment in the pathogenesis of IBD.
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Affiliation(s)
- Philippe Goyette
- Research Center, Montreal Heart Institute, Montreal, Quebec, Canada
| | | | - Dermot Mallon
- 1] Department of Surgery, University of Cambridge, Cambridge, UK. [2] National Institute for Health Research (NIHR) Cambridge Biomedical Research Centre, Cambridge, UK
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian Albrechts University, Kiel, Germany
| | - Luke Jostins
- 1] Wellcome Trust Centre for Human Genetics, University of Oxford, Headington, UK. [2] Christ Church, University of Oxford, St Aldates, UK
| | - Hailiang Huang
- 1] Analytic and Translational Genetics Unit, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA. [2] Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Stephan Ripke
- 1] Analytic and Translational Genetics Unit, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA. [2] Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Elena S Gusareva
- 1] Systems and Modeling Unit, Montefiore Institute, University of Liege, Liege, Belgium. [2] Bioinformatics and Modeling, GIGA-R (Groupe Interdisciplinaire de Génoprotéomique Appliquée) Research Center, University of Liege, Liege, Belgium
| | - Vito Annese
- 1] Unit of Gastroenterology, IRCCS-CSS (Istituto di Ricovero e Cura a Carattere Scientifico-Casa Sollievo della Sofferenza) Hospital, San Giovanni Rotondo, Italy. [2] Unit of Gastroenterology SOD2 (Strutture Organizzative Dipartimentali), Azienda Ospedaliero Universitaria (AOU) Careggi, Florence, Italy
| | - Stephen L Hauser
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA
| | - Jorge R Oksenberg
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA
| | - Ingo Thomsen
- Institute of Clinical Molecular Biology, Christian Albrechts University, Kiel, Germany
| | - Stephen Leslie
- 1] Murdoch Children's Research Institute, Parkville, Victoria, Australia. [2] Department of Mathematics and Statistics, University of Melbourne, Melbourne, Victoria, Australia
| | | | | | | | | | | | | | | | | | - Mark J Daly
- 1] Analytic and Translational Genetics Unit, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA. [2] Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Kristel Van Steen
- 1] Systems and Modeling Unit, Montefiore Institute, University of Liege, Liege, Belgium. [2] Bioinformatics and Modeling, GIGA-R (Groupe Interdisciplinaire de Génoprotéomique Appliquée) Research Center, University of Liege, Liege, Belgium
| | - Richard H Duerr
- 1] Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA. [2] Department of Human Genetics, University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania, USA
| | | | - Dermot P B McGovern
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - L Philip Schumm
- Department of Public Health Sciences, University of Chicago, Chicago, Illinois, USA
| | - James A Traherne
- 1] Cambridge Institute for Medical Research, Cambridge, UK. [2] Department of Pathology, University of Cambridge, Cambridge, UK
| | - Mary N Carrington
- 1] Cancer and Inflammation Program, Laboratory of Experimental Immunology, Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA. [2] Ragon Institute of Massachusetts General Hospital, MIT and Harvard, Cambridge, Massachusetts, USA
| | - Vasilis Kosmoliaptsis
- 1] Department of Surgery, University of Cambridge, Cambridge, UK. [2] National Institute for Health Research (NIHR) Cambridge Biomedical Research Centre, Cambridge, UK
| | - Tom H Karlsen
- 1] Research Institute of Internal Medicine, Department of Transplantation Medicine, Division of Cancer, Surgery and Transplantation, Oslo University Hospital Rikshospitalet, Oslo, Norway. [2] Norwegian Primary Sclerosing Cholangitis Research Center, Department of Transplantation Medicine, Division of Cancer, Surgery and Transplantation, Oslo University Hospital Rikshospitalet, Oslo, Norway. [3] K.G. Jebsen Inflammation Research Centre, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian Albrechts University, Kiel, Germany
| | - John D Rioux
- 1] Research Center, Montreal Heart Institute, Montreal, Quebec, Canada. [2] Faculté de Médecine, Université de Montréal, Montreal, Quebec, Canada
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34
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Okada Y, Han B, Tsoi L, Stuart P, Ellinghaus E, Tejasvi T, Chandran V, Pellett F, Pollock R, Bowcock A, Krueger G, Weichenthal M, Voorhees J, Rahman P, Gregersen P, Franke A, Nair R, Abecasis G, Gladman D, Elder J, de Bakker P, Raychaudhuri S. Fine mapping major histocompatibility complex associations in psoriasis and its clinical subtypes. Am J Hum Genet 2014; 95:162-72. [PMID: 25087609 PMCID: PMC4129407 DOI: 10.1016/j.ajhg.2014.07.002] [Citation(s) in RCA: 161] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2014] [Accepted: 07/07/2014] [Indexed: 02/08/2023] Open
Abstract
Psoriasis vulgaris (PsV) risk is strongly associated with variation within the major histocompatibility complex (MHC) region, but its genetic architecture has yet to be fully elucidated. Here, we conducted a large-scale fine-mapping study of PsV risk in the MHC region in 9,247 PsV-affected individuals and 13,589 controls of European descent by imputing class I and II human leukocyte antigen (HLA) genes from SNP genotype data. In addition, we imputed sequence variants for MICA, an MHC HLA-like gene that has been associated with PsV, to evaluate association at that locus as well. We observed that HLA-C∗06:02 demonstrated the lowest p value for overall PsV risk (p = 1.7 × 10−364). Stepwise analysis revealed multiple HLA-C∗06:02-independent risk variants in both class I and class II HLA genes for PsV susceptibility (HLA-C∗12:03, HLA-B amino acid positions 67 and 9, HLA-A amino acid position 95, and HLA-DQα1 amino acid position 53; p < 5.0 × 10−8), but no apparent risk conferred by MICA. We further evaluated risk of two major clinical subtypes of PsV, psoriatic arthritis (PsA; n = 3,038) and cutaneous psoriasis (PsC; n = 3,098). We found that risk heterogeneity between PsA and PsC might be driven by HLA-B amino acid position 45 (pomnibus = 2.2 × 10−11), indicating that different genetic factors underlie the overall risk of PsV and the risk of specific PsV subphenotypes. Our study illustrates the value of high-resolution HLA and MICA imputation for fine mapping causal variants in the MHC.
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35
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Sebode M, Peiseler M, Franke B, Schwinge D, Schoknecht T, Wortmann F, Quaas A, Petersen BS, Ellinghaus E, Baron U, Olek S, Wiegard C, Weiler-Normann C, Lohse AW, Herkel J, Schramm C. Reduced FOXP3(+) regulatory T cells in patients with primary sclerosing cholangitis are associated with IL2RA gene polymorphisms. J Hepatol 2014; 60:1010-6. [PMID: 24412607 DOI: 10.1016/j.jhep.2013.12.027] [Citation(s) in RCA: 74] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2013] [Revised: 12/19/2013] [Accepted: 12/27/2013] [Indexed: 12/24/2022]
Abstract
BACKGROUND & AIMS Recently, genome wide association studies in primary sclerosing cholangitis (PSC) revealed associations with gene polymorphisms that potentially could affect the function of regulatory T cells (Treg). The aim of this study was to investigate Treg in patients with PSC and to associate their numbers with relevant gene polymorphisms. METHODS Treg frequency in blood was assessed by staining for CD4(+)CD25(high)FOXP3(+)CD127(low) lymphocytes and determination of Treg-specific FOXP3 gene locus demethylation. Single nucleotide polymorphisms (SNP) in the interleukin-2 receptor alpha (IL2RA), the interleukin-2 (IL2) and interleukin-21 (IL21) gene locus were analysed. Liver biopsies taken at the time of diagnosis were stained for FOXP3 and CD3. Treg function was assessed in a CFSE-based suppression assay. RESULTS The frequency of Treg in peripheral blood of PSC patients was significantly decreased. We confirmed this finding by demonstrating a reduction of non-methylated DNA in the Treg-specific demethylated FOXP3 gene region of peripheral blood cells in PSC patients. Reduced peripheral Treg numbers were significantly associated with homozygosity for the major allele of the SNP "rs10905718" in the IL2RA gene. Intrahepatic FOXP3(+) cell numbers at the time of initial diagnosis were decreased in PSC as compared to PBC. In addition to reduced numbers, the suppressive capacity of Treg isolated from PSC patients seemed to be impaired as compared to healthy controls. CONCLUSIONS Our findings indicate that Treg impairment may play a role in the immune dysregulation observed in PSC. Reduced Treg numbers in patients with PSC are associated with polymorphisms in the IL2RA gene.
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Affiliation(s)
- Marcial Sebode
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Moritz Peiseler
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Björn Franke
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Dorothee Schwinge
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Tanja Schoknecht
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Frederike Wortmann
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Alexander Quaas
- Department of Pathology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Britt-Sabina Petersen
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | | | | | - Christiane Wiegard
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | | | - Ansgar W Lohse
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Johannes Herkel
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Christoph Schramm
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany.
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Meissner B, Bartram T, Eckert C, Trka J, Panzer-Grümayer R, Hermanova I, Ellinghaus E, Franke A, Möricke A, Schrauder A, Teigler-Schlegel A, Dörge P, von Stackelberg A, Basso G, Bartram CR, Kirschner-Schwabe R, Bornhäuser B, Bourquin JP, Cazzaniga G, Hauer J, Attarbaschi A, Izraeli S, Zaliova M, Cario G, Zimmermann M, Avigad S, Sokalska-Duhme M, Metzler M, Schrappe M, Koehler R, Te Kronnie G, Stanulla M. Frequent and sex-biased deletion of SLX4IP by illegitimate V(D)J-mediated recombination in childhood acute lymphoblastic leukemia. Hum Mol Genet 2014; 23:590-601. [PMID: 24045615 DOI: 10.1093/hmg/ddt447] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Acute lymphoblastic leukemia (ALL) accounts for ∼25% of pediatric malignancies. Of interest, the incidence of ALL is observed ∼20% higher in males relative to females. The mechanism behind the phenomenon of sex-specific differences is presently not understood. Employing genome-wide genetic aberration screening in 19 ALL samples, one of the most recurrent lesions identified was monoallelic deletion of the 5' region of SLX4IP. We characterized this deletion by conventional molecular genetic techniques and analyzed its interrelationships with biological and clinical characteristics using specimens and data from 993 pediatric patients enrolled into trial AIEOP-BFM ALL 2000. Deletion of SLX4IP was detected in ∼30% of patients. Breakpoints within SLX4IP were defined to recurrent positions and revealed junctions with typical characteristics of illegitimate V(D)J-mediated recombination. In initial and validation analyses, SLX4IP deletions were significantly associated with male gender and ETV6/RUNX1-rearranged ALL (both overall P < 0.0001). For mechanistic validation, a second recurrent deletion affecting TAL1 and caused by the same molecular mechanism was analyzed in 1149 T-cell ALL patients. Validating a differential role by sex of illegitimate V(D)J-mediated recombination at the TAL1 locus, 128 out of 1149 T-cell ALL samples bore a deletion and males were significantly more often affected (P = 0.002). The repeatedly detected association of SLX4IP deletion with male sex and the extension of the sex bias to deletion of the TAL1 locus suggest that differential illegitimate V(D)J-mediated recombination events at specific loci may contribute to the consistent observation of higher incidence rates of childhood ALL in boys compared with girls.
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Affiliation(s)
- Barbara Meissner
- Department of Pediatrics, University Hospital Schleswig-Holstein, Kiel, Germany
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Ellinghaus D, Folseraas T, Holm K, Ellinghaus E, Melum E, Balschun T, Laerdahl JK, Shiryaev A, Gotthardt DN, Weismüller TJ, Schramm C, Wittig M, Bergquist A, Björnsson E, Marschall HU, Vatn M, Teufel A, Rust C, Gieger C, Wichmann HE, Runz H, Sterneck M, Rupp C, Braun F, Weersma RK, Wijmenga C, Ponsioen CY, Mathew CG, Rutgeerts P, Vermeire S, Schrumpf E, Hov JR, Manns MP, Boberg KM, Schreiber S, Franke A, Karlsen TH. Genome-wide association analysis in primary sclerosing cholangitis and ulcerative colitis identifies risk loci at GPR35 and TCF4. Hepatology 2013; 58:1074-83. [PMID: 22821403 DOI: 10.1002/hep.25977] [Citation(s) in RCA: 129] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2012] [Accepted: 06/18/2012] [Indexed: 02/06/2023]
Abstract
UNLABELLED Approximately 60%-80% of patients with primary sclerosing cholangitis (PSC) have concurrent ulcerative colitis (UC). Previous genome-wide association studies (GWAS) in PSC have detected a number of susceptibility loci that also show associations in UC and other immune-mediated diseases. We aimed to systematically compare genetic associations in PSC with genotype data in UC patients with the aim of detecting new susceptibility loci for PSC. We performed combined analyses of GWAS for PSC and UC comprising 392 PSC cases, 987 UC cases, and 2,977 controls and followed up top association signals in an additional 1,012 PSC cases, 4,444 UC cases, and 11,659 controls. We discovered novel genome-wide significant associations with PSC at 2q37 [rs3749171 at G-protein-coupled receptor 35 (GPR35); P = 3.0 × 10(-9) in the overall study population, combined odds ratio [OR] and 95% confidence interval [CI] of 1.39 (1.24-1.55)] and at 18q21 [rs1452787 at transcription factor 4 (TCF4); P = 2.61 × 10(-8) , OR (95% CI) = 0.75 (0.68-0.83)]. In addition, several suggestive PSC associations were detected. The GPR35 rs3749171 is a missense single nucleotide polymorphism resulting in a shift from threonine to methionine. Structural modeling showed that rs3749171 is located in the third transmembrane helix of GPR35 and could possibly alter efficiency of signaling through the GPR35 receptor. CONCLUSION By refining the analysis of a PSC GWAS by parallel assessments in a UC GWAS, we were able to detect two novel risk loci at genome-wide significance levels. GPR35 shows associations in both UC and PSC, whereas TCF4 represents a PSC risk locus not associated with UC. Both loci may represent previously unexplored aspects of PSC pathogenesis.
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Affiliation(s)
- David Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
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38
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Ellinghaus D, Zhang H, Zeissig S, Lipinski S, Till A, Jiang T, Stade B, Bromberg Y, Ellinghaus E, Keller A, Rivas MA, Skieceviciene J, Doncheva NT, Liu X, Liu Q, Jiang F, Forster M, Mayr G, Albrecht M, Häsler R, Boehm BO, Goodall J, Berzuini CR, Lee J, Andersen V, Vogel U, Kupcinskas L, Kayser M, Krawczak M, Nikolaus S, Weersma RK, Ponsioen CY, Sans M, Wijmenga C, Strachan DP, McArdle WL, Vermeire S, Rutgeerts P, Sanderson JD, Mathew CG, Vatn MH, Wang J, Nöthen MM, Duerr RH, Büning C, Brand S, Glas J, Winkelmann J, Illig T, Latiano A, Annese V, Halfvarson J, D’Amato M, Daly MJ, Nothnagel M, Karlsen TH, Subramani S, Rosenstiel P, Schreiber S, Parkes M, Franke A. Association between variants of PRDM1 and NDP52 and Crohn's disease, based on exome sequencing and functional studies. Gastroenterology 2013; 145:339-47. [PMID: 23624108 PMCID: PMC3753067 DOI: 10.1053/j.gastro.2013.04.040] [Citation(s) in RCA: 134] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2012] [Revised: 03/26/2013] [Accepted: 04/17/2013] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Genome-wide association studies (GWAS) have identified 140 Crohn's disease (CD) susceptibility loci. For most loci, the variants that cause disease are not known and the genes affected by these variants have not been identified. We aimed to identify variants that cause CD through detailed sequencing, genetic association, expression, and functional studies. METHODS We sequenced whole exomes of 42 unrelated subjects with CD and 5 healthy subjects (controls) and then filtered single nucleotide variants by incorporating association results from meta-analyses of CD GWAS and in silico mutation effect prediction algorithms. We then genotyped 9348 subjects with CD, 2868 subjects with ulcerative colitis, and 14,567 control subjects and associated variants analyzed in functional studies using materials from subjects and controls and in vitro model systems. RESULTS We identified rare missense mutations in PR domain-containing 1 (PRDM1) and associated these with CD. These mutations increased proliferation of T cells and secretion of cytokines on activation and increased expression of the adhesion molecule L-selectin. A common CD risk allele, identified in GWAS, correlated with reduced expression of PRDM1 in ileal biopsy specimens and peripheral blood mononuclear cells (combined P = 1.6 × 10(-8)). We identified an association between CD and a common missense variant, Val248Ala, in nuclear domain 10 protein 52 (NDP52) (P = 4.83 × 10(-9)). We found that this variant impairs the regulatory functions of NDP52 to inhibit nuclear factor κB activation of genes that regulate inflammation and affect the stability of proteins in Toll-like receptor pathways. CONCLUSIONS We have extended the results of GWAS and provide evidence that variants in PRDM1 and NDP52 determine susceptibility to CD. PRDM1 maps adjacent to a CD interval identified in GWAS and encodes a transcription factor expressed by T and B cells. NDP52 is an adaptor protein that functions in selective autophagy of intracellular bacteria and signaling molecules, supporting the role of autophagy in the pathogenesis of CD.
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Affiliation(s)
- David Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Hu Zhang
- Addenbrooke’s Hospital, University of Cambridge, Gastroenterology Research Unit, Cambridge, UK,Department of Gastroenterology & State Key Laboratory of Biotherapy, West China Hospital, West China Medical School, Sichuan University, Chengdu, China
| | - Sebastian Zeissig
- Department of Internal Medicine, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Simone Lipinski
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Andreas Till
- Section of Molecular Biology, University of California San Diego & San Diego Center for Systems Biology (SDCSB), La Jolla, California, USA
| | | | - Björn Stade
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Yana Bromberg
- Department of Biochemistry and Microbiology, School of Environmental and Biological Sciences, Rutgers University, New Brunswick, New York, USA
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Andreas Keller
- Department of Human Genetics, Saarland University, Homburg, Germany
| | - Manuel A Rivas
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts, USA,Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA,Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Jurgita Skieceviciene
- Institute for Digestive Research, Lithuanian University of Health Sciences, Department of Gastroenterology, Kaunas University of Medicine, Kaunas, Lithuania
| | | | | | | | | | - Michael Forster
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Gabriele Mayr
- Max-Planck Institute for Informatics, Saarbrücken, Germany
| | - Mario Albrecht
- Max-Planck Institute for Informatics, Saarbrücken, Germany,Department of Bioinformatics, Institute of Biometrics and Medical Informatics, University Medicine Greifswald, Germany
| | - Robert Häsler
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Bernhard O Boehm
- Division of Endocrinology and Diabetes, Department of Internal Medicine I, University Medical Center Ulm and Center of Excellence “Metabolic Disorders” Baden-Württemberg, Ulm, Germany
| | - Jane Goodall
- Department of Medicine, University of Cambridge, UK
| | - Carlo R Berzuini
- Statistical Laboratory, Centre for Mathematical Sciences, University of Cambridge, Cambridge, UK
| | - James Lee
- Addenbrooke’s Hospital, University of Cambridge, Gastroenterology Research Unit, Cambridge, UK
| | - Vibeke Andersen
- Viborg Regional Hospital, Medical Department, Viborg, Denmark,Aabenraa SHS, Medical Department, Aabenraa, Denmark
| | - Ulla Vogel
- National Research Centre for Working Environment, Copenhagen, Denmark
| | - Limas Kupcinskas
- Institute for Digestive Research, Lithuanian University of Health Sciences, Department of Gastroenterology, Kaunas University of Medicine, Kaunas, Lithuania
| | - Manfred Kayser
- Department of Forensic Molecular Biology, Erasmus MC University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Michael Krawczak
- Institute of Medical Informatics and Statistics, Christian-Albrechts University of Kiel, Kiel, Germany,PopGen Biobank, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Susanna Nikolaus
- Department of Internal Medicine, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Rinse K Weersma
- University Medical Center Groningen, Department of Gastroenterology, Groningen, The Netherlands
| | - Cyriel Y Ponsioen
- Department of Gastroenterology and Hepatology, Amsterdam Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Miquel Sans
- Service of Digestive Diseases, Centro Médico Teknon, Barcelona, Spain
| | - Cisca Wijmenga
- University Medical Center Groningen, Department of Genetics, Groningen, The Netherlands
| | - David P Strachan
- Division of Population Health Sciences and Education, St George’s, University of London, London, UK
| | - Wendy L McArdle
- Avon Longitudinal Study of Parents and Children (ALSPAC) Laboratory, Department of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Séverine Vermeire
- University Hospital Gasthuisberg, Division of Gastroenterology, Leuven, Belgium
| | - Paul Rutgeerts
- University Hospital Gasthuisberg, Division of Gastroenterology, Leuven, Belgium
| | - Jeremy D Sanderson
- Department of Gastroenterology, Guy’s & St. Thomas’ National Health Service Foundation Trust, London, UK
| | | | - Morten H Vatn
- Rikshospitalet University Hospital, Medical Department, Oslo, Norway
| | | | - Markus M Nöthen
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany,Institute of Human Genetics, University of Bonn, Bonn, Germany
| | - Richard H Duerr
- University of Pittsburgh School of Medicine, Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Pittsburgh, Pennsylvania, USA,University of Pittsburgh Graduate School of Public Health, Department of Human Genetics, Pittsburgh, Pennsylvania, USA
| | - Carsten Büning
- Department of Gastroenterology, Hepatology and Endocrinology, Charité, Campus Mitte, Berlin, Germany
| | - Stephan Brand
- Department of Medicine II - Grosshadern, Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Jürgen Glas
- Department of Medicine II - Grosshadern, Ludwig-Maximilians-University (LMU), Munich, Germany,Department of Preventive Dentistry and Periodontology, LMU, Munich, Germany,Department of Human Genetics, Rheinisch-Westfälische Technische Hochschule (RWTH), Aachen, Germany
| | - Juliane Winkelmann
- Institute of Human Genetics, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany,Institute of Human Genetics, MRI, Technische Universität München, Munich, Germany,Departement of Neurology, MRI, Technische Universität München, Munich, Germany
| | - Thomas Illig
- Research Unit of Molecular Epidemiology, Helmholtz Center Munich - German Research Center for Environmental Health, Neuherberg, Germany,Hannover Unified Biobank, Hannover Medical School, Hannover, Germany
| | - Anna Latiano
- Division of Gastroenterology, Istituto di Ricovero e Cura a Carattere Scientifico-Casa Sollievo della Sofferenza (IRCCS-CSS) Hospital, San Giovanni Rotondo, Italy
| | - Vito Annese
- Division of Gastroenterology, Istituto di Ricovero e Cura a Carattere Scientifico-Casa Sollievo della Sofferenza (IRCCS-CSS) Hospital, San Giovanni Rotondo, Italy,Azienda Ospedaliero Universitaria (AOU) Careggi, Unit of Gastroenterology SOD2, Florence, Italy
| | - Jonas Halfvarson
- Division of Gastroenterology, Örebro University Hospital and School of Health and Medical Sciences, Örebro University, Örebro, Sweden
| | - Mauro D’Amato
- Karolinska Institute, Department of Biosciences and Nutrition, Stockholm, Sweden
| | - Mark J Daly
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA,Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Michael Nothnagel
- Institute of Medical Informatics and Statistics, Christian-Albrechts University of Kiel, Kiel, Germany
| | - Tom H Karlsen
- Norwegian PSC Research Center, Division of Cancer, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway,Institute of Medicine, Faculty of Medicine and Dentistry, University of Bergen, Bergen, Norway
| | - Suresh Subramani
- Section of Molecular Biology, University of California San Diego & San Diego Center for Systems Biology (SDCSB), La Jolla, California, USA
| | - Philip Rosenstiel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany,Department of Internal Medicine, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Miles Parkes
- Addenbrooke’s Hospital, University of Cambridge, Gastroenterology Research Unit, Cambridge, UK
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany,To whom correspondence should be addressed: Prof. Dr. rer. nat. Andre Franke (@mucosa.de), Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Schittenhelmstr. 12, D-24105 Kiel, Germany, Tel.: +49-431-597-4138, Fax.: +49-431-597-2196
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Liu JZ, Hov JR, Folseraas T, Ellinghaus E, Rushbrook SM, Doncheva NT, Andreassen OA, Weersma RK, Weismüller TJ, Eksteen B, Invernizzi P, Hirschfield GM, Gotthardt DN, Pares A, Ellinghaus D, Shah T, Juran BD, Milkiewicz P, Rust C, Schramm C, Müller T, Srivastava B, Dalekos G, Nöthen MM, Herms S, Winkelmann J, Mitrovic M, Braun F, Ponsioen CY, Croucher PJP, Sterneck M, Teufel A, Mason AL, Saarela J, Leppa V, Dorfman R, Alvaro D, Floreani A, Onengut-Gumuscu S, Rich SS, Thompson WK, Schork AJ, Næss S, Thomsen I, Mayr G, König IR, Hveem K, Cleynen I, Gutierrez-Achury J, Ricaño-Ponce I, van Heel D, Björnsson E, Sandford RN, Durie PR, Melum E, Vatn MH, Silverberg MS, Duerr RH, Padyukov L, Brand S, Sans M, Annese V, Achkar JP, Boberg KM, Marschall HU, Chazouillères O, Bowlus CL, Wijmenga C, Schrumpf E, Vermeire S, Albrecht M, Rioux JD, Alexander G, Bergquist A, Cho J, Schreiber S, Manns MP, Färkkilä M, Dale AM, Chapman RW, Lazaridis KN, Franke A, Anderson CA, Karlsen TH. Dense genotyping of immune-related disease regions identifies nine new risk loci for primary sclerosing cholangitis. Nat Genet 2013; 45:670-5. [PMID: 23603763 PMCID: PMC3667736 DOI: 10.1038/ng.2616] [Citation(s) in RCA: 277] [Impact Index Per Article: 25.2] [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: 10/09/2012] [Accepted: 03/29/2013] [Indexed: 12/14/2022]
Abstract
Primary sclerosing cholangitis (PSC) is a severe liver disease of unknown etiology leading to fibrotic destruction of the bile ducts and ultimately to the need for liver transplantation. We compared 3,789 PSC cases of European ancestry to 25,079 population controls across 130,422 SNPs genotyped using the Immunochip. We identified 12 genome-wide significant associations outside the human leukocyte antigen (HLA) complex, 9 of which were new, increasing the number of known PSC risk loci to 16. Despite comorbidity with inflammatory bowel disease (IBD) in 72% of the cases, 6 of the 12 loci showed significantly stronger association with PSC than with IBD, suggesting overlapping yet distinct genetic architectures for these two diseases. We incorporated association statistics from 7 diseases clinically occurring with PSC in the analysis and found suggestive evidence for 33 additional pleiotropic PSC risk loci. Together with network analyses, these findings add to the genetic risk map of PSC and expand on the relationship between PSC and other immune-mediated diseases.
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Affiliation(s)
- Jimmy Z. Liu
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK
| | - Johannes Roksund Hov
- Norwegian PSC Research Center, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Research Institute of Internal Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Section of Gastroenterology, Department of Transplantation Medicine, Division of Cancer, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Trine Folseraas
- Norwegian PSC Research Center, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Research Institute of Internal Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Simon M. Rushbrook
- Department of Gastroenterology and Hepatology, Norfolk and Norwich, University Hospitals NHS Trust, Norwich, UK
| | | | - Ole A. Andreassen
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital, Ulleval, Oslo, Norway
| | - Rinse K. Weersma
- Department of Gastroenterology and Hepatology, University of Groningen and University Medical Centre Groningen, Groningen, the Netherlands
| | - Tobias J. Weismüller
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
- Integrated Research and Treatment Center-Transplantation (IFB-tx), Hannover Medical School, Hannover, Germany
- Current affiliation: Department of Internal Medicine 1, University Hospital of Bonn, Bonn, Germany
| | - Bertus Eksteen
- Snyder Institute of Chronic Diseases, Department of Medicine, University of Calgary, Calgary, Canada
| | - Pietro Invernizzi
- Center for Autoimmune Liver Diseases, Humanitas Clinical and Research Center, Rozzano (MI), Italy
| | - Gideon M. Hirschfield
- Division of Gastroenterology, Department of Medicine, University of Toronto, Toronto, Canada
- Centre for Liver Research, NIHR Biomedical Research Unit, Birmingham, UK
| | | | - Albert Pares
- Liver Unit, Hospital Clínic, IDIBAPS, CIBERehd, University of Barcelona, Barcelona, Spain
| | - David Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Tejas Shah
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK
| | - Brian D. Juran
- Center for Basic Research in Digestive Diseases, Division of Gastroenterology and Hepatology, Mayo Clinic, College of Medicine, Rochester, Minnesota, USA
| | - Piotr Milkiewicz
- Liver Unit and Liver Research Laboratories, Pomeranian Medical University, Szczecin, Poland
| | - Christian Rust
- Department of Medicine 2, Grosshadern, University of Munich, Munich, Germany
| | - Christoph Schramm
- 1st Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tobias Müller
- Department of Internal Medicine, Hepatology and Gastroenterology, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Brijesh Srivastava
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, UK
| | - Georgios Dalekos
- Department of Medicine, Medical School, University of Thessaly, Larissa, Greece
- Research Laboratory of Internal Medicine, Medical School, University of Thessaly, Larissa, Greece
| | - Markus M. Nöthen
- Institute of Human Genetics, University of Bonn, Bonn, Germany
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
| | - Stefan Herms
- Institute of Human Genetics, University of Bonn, Bonn, Germany
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
| | - Juliane Winkelmann
- Institute of Human Genetics, Technische Universität München, Munich, Germany
- Department of Neurology, Technische Universität München, Munich, Germany
- Institute of Human Genetics, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany
| | - Mitja Mitrovic
- Department of Genetics, University of Groningen and University Medical Centre Groningen, Groningen, The Netherlands
| | - Felix Braun
- Department of General, Visceral, Thoracic, Transplantation and Pediatric Surgery, University Medical Centre Schleswig-Holstein, Campus Kiel, Germany
| | - Cyriel Y. Ponsioen
- Department of Gastroenterology and Hepatology, Academic Medical Center, Amsterdam, the Netherlands
| | - Peter J. P. Croucher
- Department of Environmental Science, Policy, and Management, University of California, Berkeley, United States of America
| | - Martina Sterneck
- Department of Hepatobiliary Surgery and Transplantation, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Andreas Teufel
- 1st Department of Medicine, University of Mainz, Mainz, Germany
| | - Andrew L. Mason
- Division of Gastroenterology and Hepatology, University of Alberta, Edmonton, Alberta, Canada
| | - Janna Saarela
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland
| | - Virpi Leppa
- Public Health Genomics Unit, Institute for Molecular Medicine Finland FIMM, University of Helsinki and National Institute for Health and Welfare, Helsinki, Finland
| | - Ruslan Dorfman
- Program in Genetics and Genome Biology, Hospital for Sick Children, Toronto, Canada
| | - Domenico Alvaro
- Department of Clinical Medicine, Division of Gastroenterology, Sapienza University of Rome, Rome, Italy
| | - Annarosa Floreani
- Dept. of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padova, Italy
| | - Suna Onengut-Gumuscu
- Center for Public Health Genomics, Division of Endocrinology & Metabolism, University of Virginia, Charlottesville, USA
- Department of Internal Medicine, Division of Endocrinology & Metabolism, University of Virginia, Charlottesville, USA
| | - Stephen S. Rich
- Center for Public Health Genomics, University of Virginia, Charlottesville, USA
- Department of Public Health Sciences, University of Virginia, Charlottesville, USA
| | - Wesley K. Thompson
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA
| | - Andrew J. Schork
- Graduate Program in Cognitive Science, University of California, San Diego, La Jolla, CA, USA
| | - Sigrid Næss
- Norwegian PSC Research Center, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Research Institute of Internal Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Ingo Thomsen
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Gabriele Mayr
- Max Planck Institute for Informatics, Saarbrücken, Germany
| | - Inke R. König
- Institute of Medical Biometry and Statistics, University of Lübeck, Lübeck, Germany
| | - Kristian Hveem
- Department of Public Health, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Isabelle Cleynen
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK
- Department of Clinical and Experimental Medicine, KU Leuven, Leuven, Belgium
| | - Javier Gutierrez-Achury
- Department of Genetics, University of Groningen and University Medical Centre Groningen, Groningen, The Netherlands
| | - Isis Ricaño-Ponce
- Department of Genetics, University of Groningen and University Medical Centre Groningen, Groningen, The Netherlands
| | - David van Heel
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Einar Björnsson
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, Landspitali University Hospital, Reykjavik, Iceland
| | - Richard N. Sandford
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, UK
| | - Peter R. Durie
- Physiology and Experimental Medicine, Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Espen Melum
- Norwegian PSC Research Center, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Research Institute of Internal Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Morten H Vatn
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Section of Gastroenterology, Department of Transplantation Medicine, Division of Cancer, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- EpiGen, Campus AHUS, Akershus University Hospital, Nordbyhagen, Norway
| | - Mark S. Silverberg
- Inflammatory Bowel Disease (IBD) Group, Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital Toronto, Ontario, Canada
| | - Richard H. Duerr
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
- Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Leonid Padyukov
- Rheumatology Unit, Department of Medicine, Karolinska Institutet and Karolinska University Hospital Solna, Stockholm, Sweden
| | - Stephan Brand
- Department of Medicine II, University Hospital Munich-Grosshadern, Ludwig-Maximilians-University Munich, Germany
| | - Miquel Sans
- Department of Digestive Diseases, Centro Médico Teknon, Barcelona, Spain
| | - Vito Annese
- Division of Gastroenterology, Istituto di Ricovero e Cura a Carattere Scientifico-Casa Sollievodella Sofferenza Hospital, San Giovanni Rotondo, Italy
- Unit of Gastroenterology SOD2, Azienda Ospedaliero Universitaria Careggi, Florence, Italy
| | - Jean-Paul Achkar
- Department of Gastroenterology and Hepatology, Digestive Disease Institute, Cleveland Clinic, Cleveland, OH, USA
- Department of Pathobiology, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Kirsten Muri Boberg
- Norwegian PSC Research Center, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Section of Gastroenterology, Department of Transplantation Medicine, Division of Cancer, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Hanns-Ulrich Marschall
- Department of Internal Medicine, Institute of Medicine, Sahlgrenska Academy and University Hospital, Gothenburg, Sweden
| | - Olivier Chazouillères
- AP-HP, Hôpital Saint Antoine, Department of Hepatology, UPMC Univ Paris 06, Paris, France
| | - Christopher L. Bowlus
- Division of Gastroenterology and Hepatology, University of California Davis, Davis, CA, USA
| | - Cisca Wijmenga
- Department of Genetics, University of Groningen and University Medical Centre Groningen, Groningen, The Netherlands
| | - Erik Schrumpf
- Norwegian PSC Research Center, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Section of Gastroenterology, Department of Transplantation Medicine, Division of Cancer, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Severine Vermeire
- Department of Clinical and Experimental Medicine, KU Leuven, Leuven, Belgium
- Department of Gastroenterology, University Hospitals Leuven, Leuven, Belgium
| | - Mario Albrecht
- Max Planck Institute for Informatics, Saarbrücken, Germany
- Department of Bioinformatics, Institute of Biometrics and Medical Informatics, University Medicine Greifswald, Greifswald, Germany
| | | | | | - John D. Rioux
- Université de Montréal, Research Center, Montreal, Quebec, Canada
- Montreal Heart Institute, Research Center, Montreal, Quebec, Canada
| | - Graeme Alexander
- Department of Medicine, Division of Hepatology, University of Cambridge, Cambridge, UK
| | - Annika Bergquist
- Department of Gastroenterology and Hepatology, Karolinska University Hospital Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Judy Cho
- Department of Medicine, Section of Digestive Diseases, Yale University, New Haven, Connecticut, USA
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
- Department for General Internal Medicine, Christian-Albrechts-University, Kiel, Germany
- Popgen Biobank, University Hospital Schleswig-Holstein, Christian-Albrechts-University, 24105 Kiel, Germany
| | - Michael P. Manns
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
- Integrated Research and Treatment Center-Transplantation (IFB-tx), Hannover Medical School, Hannover, Germany
| | - Martti Färkkilä
- Division of Gastroenterology, Department of Medicine, Helsinki University Hospital, Finland
| | - Anders M. Dale
- Department of Radiology, University of California, San Diego, La Jolla, CA, USA
- Department of Neurosciences, University of California, San Diego, La Jolla, CA, USA
| | - Roger W. Chapman
- Department of Hepatology, John Radcliffe University Hospitals NHS Trust, Oxford, UK
| | - Konstantinos N. Lazaridis
- Center for Basic Research in Digestive Diseases, Division of Gastroenterology and Hepatology, Mayo Clinic, College of Medicine, Rochester, Minnesota, USA
| | | | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Carl A. Anderson
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK
| | - Tom H. Karlsen
- Norwegian PSC Research Center, Division of Cancer Medicine, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Research Institute of Internal Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Section of Gastroenterology, Department of Transplantation Medicine, Division of Cancer, Surgery and Transplantation, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Division of Gastroenterology, Institute of Medicine, University of Bergen, Bergen, Norway
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Bartram T, Ellinghaus E, Houlston R, Zimmermann M, Möricke A, Cario G, Franke A, Schrappe M, Stanulla M. Identification of germline polymorphisms associated with clinical and toxicity phenotypes in childhood acute lymphoblastic leukemia. Klin Padiatr 2013. [DOI: 10.1055/s-0033-1343635] [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: 10/26/2022]
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41
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Tsoi LC, Spain SL, Knight J, Ellinghaus E, Stuart PE, Capon F, Ding J, Li Y, Tejasvi T, Gudjonsson JE, Kang HM, Allen MH, McManus R, Novelli G, Samuelsson L, Schalkwijk J, Ståhle M, Burden AD, Smith CH, Cork MJ, Estivill X, Bowcock AM, Krueger GG, Weger W, Worthington J, Tazi-Ahnini R, Nestle FO, Hayday A, Hoffmann P, Winkelmann J, Wijmenga C, Langford C, Edkins S, Andrews R, Blackburn H, Strange A, Band G, Pearson RD, Vukcevic D, Spencer CCA, Deloukas P, Mrowietz U, Schreiber S, Weidinger S, Koks S, Kingo K, Esko T, Metspalu A, Lim HW, Voorhees JJ, Weichenthal M, Wichmann HE, Chandran V, Rosen CF, Rahman P, Gladman DD, Griffiths CEM, Reis A, Kere J, Nair RP, Franke A, Barker JNWN, Abecasis GR, Elder JT, Trembath RC. Identification of 15 new psoriasis susceptibility loci highlights the role of innate immunity. Nat Genet 2012; 44:1341-8. [PMID: 23143594 PMCID: PMC3510312 DOI: 10.1038/ng.2467] [Citation(s) in RCA: 706] [Impact Index Per Article: 58.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2012] [Accepted: 10/17/2012] [Indexed: 02/08/2023]
Abstract
To gain further insight into the genetic architecture of psoriasis, we conducted a meta-analysis of 3 genome-wide association studies (GWAS) and 2 independent data sets genotyped on the Immunochip, including 10,588 cases and 22,806 controls. We identified 15 new susceptibility loci, increasing to 36 the number associated with psoriasis in European individuals. We also identified, using conditional analyses, five independent signals within previously known loci. The newly identified loci shared with other autoimmune diseases include candidate genes with roles in regulating T-cell function (such as RUNX3, TAGAP and STAT3). Notably, they included candidate genes whose products are involved in innate host defense, including interferon-mediated antiviral responses (DDX58), macrophage activation (ZC3H12C) and nuclear factor (NF)-κB signaling (CARD14 and CARM1). These results portend a better understanding of shared and distinctive genetic determinants of immune-mediated inflammatory disorders and emphasize the importance of the skin in innate and acquired host defense.
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Affiliation(s)
- Lam C Tsoi
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan Ann Arbor, MI 48109, USA
| | - Sarah L Spain
- Division of Genetics and Molecular Medicine, King’s College London, London, UK
| | - Jo Knight
- Neuroscience Research, Centre for Addiction and Mental Health, Toronto, ON, Canada M5T 1R8
- National Institute for Health Research (NIHR), Biomedical Research Centre, Guy’s and St. Thomas’ NHS Foundation Trust
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105 Kiel, Germany
| | - Philip E Stuart
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Francesca Capon
- Division of Genetics and Molecular Medicine, King’s College London, London, UK
| | - Jun Ding
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan Ann Arbor, MI 48109, USA
| | - Yanming Li
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan Ann Arbor, MI 48109, USA
| | - Trilokraj Tejasvi
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Hyun M Kang
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan Ann Arbor, MI 48109, USA
| | - Michael H Allen
- Division of Genetics and Molecular Medicine, King’s College London, London, UK
| | - Ross McManus
- Department of Clinical Medicine Trinity College Dublin, Ireland
- Institute of Molecular Medicine, Trinity College Dublin, Ireland
| | - Giuseppe Novelli
- National Agency for Evaluation of Universities and Research Institutes (ANVUR)
- Research Center San Pietro Hospital, Rome, Italy
| | - Lena Samuelsson
- Department of Medical and Clinical Genetics, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Joost Schalkwijk
- Department of Dermatology, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands
| | - Mona Ståhle
- Dermatology Unit, Department of Medicine, Karolinska Institutet, Stockholm, Sweden
| | | | - Catherine H Smith
- St John’s Institute of Dermatology, King’s College London, London, UK
| | - Michael J Cork
- Academic Unit of Dermatology Research, Department of Infection and Immunity, The University of Sheffield, Sheffield, UK
| | - Xavier Estivill
- Genes and Disease Programme, Centre for Genomic Regulation (CRG) and UPF, Hospital del Mar Research Institute (CRG) and Public Health and Epidemiology Network Biomedical Research Centre (CIBERESP), Barcelona, Spain
| | - Anne M Bowcock
- Division of Human Genetics, Department of Genetics, Washington University School of Medicine, St. Louis, MO
| | | | - Wolfgang Weger
- Department of Dermatology, Medical University of Graz, Graz, Austria
| | - Jane Worthington
- Arthritis Research UK Epidemiology Unit, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | - Rachid Tazi-Ahnini
- Academic Unit of Dermatology Research, Department of Infection and Immunity, The University of Sheffield, Sheffield, UK
| | - Frank O Nestle
- Division of Genetics and Molecular Medicine, King’s College London, London, UK
| | - Adrian Hayday
- Division of Immunology, Infection and Inflammatory Disease; King’s College London, London, UK
| | - Per Hoffmann
- Institute of Human Genetics, University of Bonn, 54127 Bonn, Germany
- Department of Genomics, Life & Brain Center, University of Bonn, 54127 Bonn, Germany
| | - Juliane Winkelmann
- Department of Neurology, Technische Universität München, Munich, Germany
- Institute of Human Genetics, Technische Universität München, Munich, Germany
- Institute of Human Genetics, Helmholtz Zentrum Munich, German Research Center for Environmental Health, Munich, Germany
| | - Cisca Wijmenga
- Genetics Department, University Medical Center and University of Groningen, Groningen, The Netherlands
| | | | - Sarah Edkins
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, UK
| | | | | | - Amy Strange
- Wellcome Trust Centre for Human Genetics, Roosevelt Drive, Oxford OX3 7LJ, UK
| | - Gavin Band
- Wellcome Trust Centre for Human Genetics, Roosevelt Drive, Oxford OX3 7LJ, UK
| | - Richard D Pearson
- Wellcome Trust Centre for Human Genetics, Roosevelt Drive, Oxford OX3 7LJ, UK
| | - Damjan Vukcevic
- Wellcome Trust Centre for Human Genetics, Roosevelt Drive, Oxford OX3 7LJ, UK
| | - Chris CA Spencer
- Wellcome Trust Centre for Human Genetics, Roosevelt Drive, Oxford OX3 7LJ, UK
| | | | - Ulrich Mrowietz
- Department of Dermatology, University Hospital, Schleswig-Holstein, Christian-Albrechts-University, 24105 Kiel, Germany
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105 Kiel, Germany
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105 Kiel, Germany
- PopGen biobank, University Hospital S.-H., Kiel, Germany
| | - Stephan Weidinger
- Department of Dermatology, University Hospital, Schleswig-Holstein, Christian-Albrechts-University, 24105 Kiel, Germany
| | - Sulev Koks
- Department of Physiology, Centre of Translational Medicine and Centre for Translational Genomics, University of Tartu, 50409 Tartu, Estonia
| | - Külli Kingo
- Department of Dermatology and Venerology, University of Tartu, 50409 Tartu, Estonia
| | - Tonu Esko
- Estonian Genome Center, University of Tartu, 51010 Tartu, Estonia
| | - Andres Metspalu
- Estonian Genome Center, University of Tartu, 51010 Tartu, Estonia
| | - Henry W Lim
- Department of Dermatology, Henry Ford Hospital, Detroit, MI, 48202, USA
| | - John J Voorhees
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Michael Weichenthal
- Department of Dermatology, University Hospital, Schleswig-Holstein, Christian-Albrechts-University, 24105 Kiel, Germany
| | - H. Erich Wichmann
- Institute of Epidemiology I, Helmholtz Centre Munich, German Research Center for Environmental Health, 85764 Neuherberg, Germany
- Institute of Medical Informatics, Biometry and Epidemiology, Ludwig-Maximilians-University, 81377 Munich, Germany
- Klinikum Grosshadern, 81377 Munich, Germany
| | - Vinod Chandran
- Department of Medicine, Division of Rheumatology, University of Toronto, Toronto Western Hospital, Toronto, Ontario M5T 2S8, Canada
| | - Cheryl F Rosen
- Department of Medicine, Division of Dermatology, University of Toronto, Toronto Western Hospital, Toronto, Ontario M5T 2S8
| | - Proton Rahman
- Department of Medicine, Memorial University, St. John’s, Newfoundland A1C 5B8, Canada
| | - Dafna D Gladman
- Department of Medicine, Division of Rheumatology, University of Toronto, Toronto Western Hospital, Toronto, Ontario M5T 2S8, Canada
| | - Christopher EM Griffiths
- Dermatological Sciences, Salford Royal NHS Foundation Trust, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | - Andre Reis
- Institute of Human Genetics, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Juha Kere
- Department of Biosciences and Nutrition, Karolinska Institutet, Stockholm, Sweden
- Folkhälsan Institute of Genetics, Helsinki, Finland
- Department of Medical Genetics, University of Helsinki, Finland
| | | | | | | | | | - Rajan P Nair
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105 Kiel, Germany
| | - Jonathan NWN Barker
- Division of Genetics and Molecular Medicine, King’s College London, London, UK
- St John’s Institute of Dermatology, King’s College London, London, UK
| | - Goncalo R Abecasis
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan Ann Arbor, MI 48109, USA
| | - James T Elder
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
- Ann Arbor Veterans Affairs Hospital, Ann Arbor, MI, 48105, USA
| | - Richard C Trembath
- Division of Genetics and Molecular Medicine, King’s College London, London, UK
- Queen Mary University of London, Barts and the London School of Medicine and Dentistry, London, UK
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Folseraas T, Melum E, Rausch P, Juran BD, Ellinghaus E, Shiryaev A, Laerdahl JK, Ellinghaus D, Schramm C, Weismüller TJ, Gotthardt DN, Hov JR, Clausen OP, Weersma RK, Janse M, Boberg KM, Björnsson E, Marschall HU, Cleynen I, Rosenstiel P, Holm K, Teufel A, Rust C, Gieger C, Wichmann HE, Bergquist A, Ryu E, Ponsioen CY, Runz H, Sterneck M, Vermeire S, Beuers U, Wijmenga C, Schrumpf E, Manns MP, Lazaridis KN, Schreiber S, Baines JF, Franke A, Karlsen TH. Extended analysis of a genome-wide association study in primary sclerosing cholangitis detects multiple novel risk loci. J Hepatol 2012; 57:366-75. [PMID: 22521342 PMCID: PMC3399030 DOI: 10.1016/j.jhep.2012.03.031] [Citation(s) in RCA: 160] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2011] [Revised: 03/07/2012] [Accepted: 03/26/2012] [Indexed: 02/06/2023]
Abstract
BACKGROUND & AIMS A limited number of genetic risk factors have been reported in primary sclerosing cholangitis (PSC). To discover further genetic susceptibility factors for PSC, we followed up on a second tier of single nucleotide polymorphisms (SNPs) from a genome-wide association study (GWAS). METHODS We analyzed 45 SNPs in 1221 PSC cases and 3508 controls. The association results from the replication analysis and the original GWAS (715 PSC cases and 2962 controls) were combined in a meta-analysis comprising 1936 PSC cases and 6470 controls. We performed an analysis of bile microbial community composition in 39 PSC patients by 16S rRNA sequencing. RESULTS Seventeen SNPs representing 12 distinct genetic loci achieved nominal significance (p(replication) <0.05) in the replication. The most robust novel association was detected at chromosome 1p36 (rs3748816; p(combined)=2.1 × 10(-8)) where the MMEL1 and TNFRSF14 genes represent potential disease genes. Eight additional novel loci showed suggestive evidence of association (p(repl) <0.05). FUT2 at chromosome 19q13 (rs602662; p(comb)=1.9 × 10(-6), rs281377; p(comb)=2.1 × 10(-6) and rs601338; p(comb)=2.7 × 10(-6)) is notable due to its implication in altered susceptibility to infectious agents. We found that FUT2 secretor status and genotype defined by rs601338 significantly influence biliary microbial community composition in PSC patients. CONCLUSIONS We identify multiple new PSC risk loci by extended analysis of a PSC GWAS. FUT2 genotype needs to be taken into account when assessing the influence of microbiota on biliary pathology in PSC.
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Affiliation(s)
- Trine Folseraas
- Norwegian PSC research center, Department of transplantation medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Research institute for Internal Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Espen Melum
- Norwegian PSC research center, Department of transplantation medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Research institute for Internal Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Philipp Rausch
- Institute for Experimental Medicine, Christian-Albrechts-University of Kiel, Kiel, Germany
- Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Brian D. Juran
- Center for Basic Research in Digestive Diseases, Division of Gastroenterology and Hepatology, Mayo Clinic, College of Medicine, Rochester, Minnesota, United States of America
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Alexey Shiryaev
- Norwegian PSC research center, Department of transplantation medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Research institute for Internal Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Jon K. Laerdahl
- Centre for Molecular Biology and Neuroscience (CMBN) and Department of Microbiology, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Bioinformatics Core Facility, Department of Informatics, University of Oslo, Oslo, Norway
| | - David Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Christoph Schramm
- 1 Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tobias J. Weismüller
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
- Integrated Research and Treatment Center-Transplantation (IFB-tx), Hannover Medical School, Hannover, Germany
| | | | - Johannes Roksund Hov
- Norwegian PSC research center, Department of transplantation medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Research institute for Internal Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Ole Petter Clausen
- Faculty of Medicine, University of Oslo, Oslo, Norway
- Division of Pathology, Oslo University Hospital Rikshospitalet, Oslo, Norway
| | - Rinse K. Weersma
- Department of Gastroenterology and Hepatology, University Medical Center Groningen and University of Groningen, The Netherlands
| | - Marcel Janse
- Department of Gastroenterology and Hepatology, University Medical Center Groningen and University of Groningen, The Netherlands
| | - Kirsten Muri Boberg
- Norwegian PSC research center, Department of transplantation medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Einar Björnsson
- Department of Internal Medicine, Institute of Medicine, Sahlgrenska Academy and University Hospital, Gothenburg, Sweden
| | - Hanns-Ulrich Marschall
- Department of Internal Medicine, Institute of Medicine, Sahlgrenska Academy and University Hospital, Gothenburg, Sweden
| | - Isabelle Cleynen
- Department of Gastroenterology, University Hospital Gasthuisberg, Leuven, Belgium
| | - Philip Rosenstiel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Kristian Holm
- Norwegian PSC research center, Department of transplantation medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Andreas Teufel
- 1 Department of Medicine, University of Mainz, Mainz, Germany
| | - Christian Rust
- Department of Medicine 2, Grosshadern, University of Munich, Munich, Germany
| | - Christian Gieger
- Institute of Genetic Epidemiology, Helmholtz Center Munich, German Research, Center for Environmental Health, Neuherberg, Germany
| | - H-Erich Wichmann
- Institute of Epidemiology I, Helmholtz Center Munich, German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Medical Informatics, Biometry and Epidemiology, Ludwig-Maximilians-Universität, Munich, Germany
- Klinikum Grosshadern, Munich, Germany
| | - Annika Bergquist
- Department of Gastroenterology and Hepatology, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Euijung Ryu
- Division of Biomedical Statistics and Informatics, Mayo Clinic College of Medicine, Rochester, Minnesota, Unites States of America
| | - Cyriel Y. Ponsioen
- Department of Gastroenterology and Hepatology, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Heiko Runz
- Department of Human Genetics, University Hospital of Heidelberg, Heidelberg, Germany
| | - Martina Sterneck
- Department of Hepatobiliary Surgery and Transplantation, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Severine Vermeire
- Department of Gastroenterology, University Hospital Gasthuisberg, Leuven, Belgium
| | - Ulrich Beuers
- Department of Gastroenterology and Hepatology, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Cisca Wijmenga
- Department of Genetics, University Medical Center Groningen and University of Groningen, Groningen, the Netherlands
| | - Erik Schrumpf
- Norwegian PSC research center, Department of transplantation medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Michael P. Manns
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany
- Integrated Research and Treatment Center-Transplantation (IFB-tx), Hannover Medical School, Hannover, Germany
| | - Konstantinos N. Lazaridis
- Center for Basic Research in Digestive Diseases, Division of Gastroenterology and Hepatology, Mayo Clinic, College of Medicine, Rochester, Minnesota, United States of America
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
- Department for General Internal Medicine, Christian-Albrechts-University, Kiel, Germany
| | - John F. Baines
- Institute for Experimental Medicine, Christian-Albrechts-University of Kiel, Kiel, Germany
- Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Tom H. Karlsen
- Norwegian PSC research center, Department of transplantation medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Research institute for Internal Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
- Division of Gastroenterology, Institute of Medicine, University of Bergen, Bergen, Norway
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Srivastava B, Mells GF, Cordell HJ, Muriithi A, Brown M, Ellinghaus E, Franke A, Karlsen TH, Sandford RN, Alexander GJ, Chapman RW, Rushbrook SM, Melum E. Fine mapping and replication of genetic risk loci in primary sclerosing cholangitis. Scand J Gastroenterol 2012; 47:820-6. [PMID: 22554193 DOI: 10.3109/00365521.2012.682090] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND AND AIMS Primary sclerosing cholangitis (PSC) is a chronic cholestatic liver disease characterized by progressive inflammation and fibrosis of the bile ducts eventually leading to biliary cirrhosis. Recent genetic studies in PSC have identified associations at 2q13, 2q35, 3p21, 4q27, 13q31 and suggestive association at 10p15. The aim of this study was to further characterize and refine the genetic architecture of PSC. METHODS We analyzed previously reported associated SNPs at four of these non-HLA loci and 59 SNPs tagging the IL-2/IL-21 (4q27) and IL2RA (10p15) loci in 992 UK PSC cases and 5162 healthy UK controls. RESULTS The most associated SNPs identified were rs3197999 (3p21 (MST1), p = 1.9 × 10⁻⁶, OR(A vs G) = 1.28, 95% CI (1.16-1.42)); rs4147359 (10p15 (IL2RA), p = 2.6 × 10⁻⁴, OR(A vs G) = 1.20, 95% CI (1.09-1.33)) and rs12511287 (4q27 (IL-2/IL-21), p = 3.0 × 10⁻⁴, OR(A vs T) = 1.21, 95% CI (1.09-1.35)). In addition, we performed a meta-analysis for selected SNPs using published summary statistics from recent studies. We observed genome-wide significance for rs3197999 (3p21 (MST1), P (combined) = 3.8 × 10⁻¹²) and rs4147359 (10p15 (IL2RA), P (combined) = 1.5 × 10⁻⁸). CONCLUSION We have for the first time confirmed the association of PSC with genetic variants at 10p15 (IL2RA) locus at genome-wide significance and replicated the associations at MST1 and IL-2/IL-21 loci in a large homogeneous UK population. These results strongly implicate the role of IL-2/IL2RA pathway in PSC and provide further confirmation of MST1 association.
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Affiliation(s)
- Brijesh Srivastava
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, UK
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Ellinghaus E, Stanulla M, Richter G, Ellinghaus D, te Kronnie G, Cario G, Cazzaniga G, Horstmann M, Panzer Grümayer R, Cavé H, Trka J, Cinek O, Teigler-Schlegel A, ElSharawy A, Häsler R, Nebel A, Meissner B, Bartram T, Lescai F, Franceschi C, Giordan M, Nürnberg P, Heinzow B, Zimmermann M, Schreiber S, Schrappe M, Franke A. Identification of germline susceptibility loci in ETV6-RUNX1-rearranged childhood acute lymphoblastic leukemia. Leukemia 2012; 26:902-9. [PMID: 22076464 PMCID: PMC3356560 DOI: 10.1038/leu.2011.302] [Citation(s) in RCA: 85] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2011] [Revised: 09/03/2011] [Accepted: 09/21/2011] [Indexed: 02/08/2023]
Abstract
Acute lymphoblastic leukemia (ALL) is a malignant disease of the white blood cells. The etiology of ALL is believed to be multifactorial and likely to involve an interplay of environmental and genetic variables. We performed a genome-wide association study of 355 750 single-nucleotide polymorphisms (SNPs) in 474 controls and 419 childhood ALL cases characterized by a t(12;21)(p13;q22) - the most common chromosomal translocation observed in childhood ALL - which leads to an ETV6-RUNX1 gene fusion. The eight most strongly associated SNPs were followed-up in 951 ETV6-RUNX1-positive cases and 3061 controls from Germany/Austria and Italy, respectively. We identified a novel, genome-wide significant risk locus at 3q28 (TP63, rs17505102, P(CMH)=8.94 × 10(-9), OR=0.65). The separate analysis of the combined German/Austrian sample only, revealed additional genome-wide significant associations at 11q11 (OR8U8, rs1945213, P=9.14 × 10(-11), OR=0.69) and 8p21.3 (near INTS10, rs920590, P=6.12 × 10(-9), OR=1.36). These associations and another association at 11p11.2 (PTPRJ, rs3942852, P=4.95 × 10(-7), OR=0.72) remained significant in the German/Austrian replication panel after correction for multiple testing. Our findings demonstrate that germline genetic variation can specifically contribute to the risk of ETV6-RUNX1-positive childhood ALL. The identification of TP63 and PTPRJ as susceptibility genes emphasize the role of the TP53 gene family and the importance of proteins regulating cellular processes in connection with tumorigenesis.
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Affiliation(s)
- E Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Kiel, Germany
| | - M Stanulla
- Department of Pediatrics, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany, on behalf of the German Berlin-Frankfurt-Münster Study Group for Treatment of Childhood Acute Lymphoblastic Leukemia
| | - G Richter
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Kiel, Germany
| | - D Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Kiel, Germany
| | - G te Kronnie
- Department of Pediatrics, Laboratory of Pediatric Hematology/Oncology, University of Padua, Padua, Italy
| | - G Cario
- Department of Pediatrics, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany, on behalf of the German Berlin-Frankfurt-Münster Study Group for Treatment of Childhood Acute Lymphoblastic Leukemia
| | - G Cazzaniga
- M. Tettamanti Research Center, Children's Hospital, University of Milan-Bicocca, Monza, Italy
| | - M Horstmann
- Clinic of Pediatric Hematology and Oncology, University Medical Center, and Research Center Children's Cancer Center, Hamburg, Germany
| | - R Panzer Grümayer
- St Anna Children's Hospital and Children's Cancer Research Institute, Vienna, Austria
| | - H Cavé
- Department of Genetics, Hôpital Robert Debré, Paris, France
| | - J Trka
- Department of Pediatric Hematology/Oncology, Second Faculty of Medicine, Charles University Prague, Prague, Czech Republic
| | - O Cinek
- Department of Pediatrics, Second Faculty of Medicine, Charles University Prague, Prague, Czech Republic
| | - A Teigler-Schlegel
- Oncogenetic Laboratory, Department of Pediatric Hematology and Oncology, Justus-Liebig-University, Giessen, Germany
| | - A ElSharawy
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Kiel, Germany
| | - R Häsler
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Kiel, Germany
| | - A Nebel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Kiel, Germany
| | - B Meissner
- Department of Pediatrics, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany, on behalf of the German Berlin-Frankfurt-Münster Study Group for Treatment of Childhood Acute Lymphoblastic Leukemia
| | - T Bartram
- Department of Pediatrics, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany, on behalf of the German Berlin-Frankfurt-Münster Study Group for Treatment of Childhood Acute Lymphoblastic Leukemia
| | - F Lescai
- Division of Research Strategy, University College London, London, UK
| | - C Franceschi
- Department of Experimental Pathology, University of Bologna, Bologna, Italy
| | - M Giordan
- Department of Pediatrics, Laboratory of Pediatric Hematology/Oncology, University of Padua, Padua, Italy
| | - P Nürnberg
- Cologne Center for Genomics, University of Cologne, Cologne, Germany
| | - B Heinzow
- State Social Services Agency Schleswig-Holstein, Kiel, Germany
- University of Notre Dame, Sydney Medical School, Sydney, Australia
| | - M Zimmermann
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | - S Schreiber
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Kiel, Germany
- Department of General Internal Medicine, University Hospital Schleswig-Holstein, Christian-Albrechts-University Kiel, Kiel, Germany
- Popgen Biobank, University Hospital Schleswig-Holstein, Christian-Albrechts-University Kiel, Kiel, Germany
| | - M Schrappe
- Department of Pediatrics, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany, on behalf of the German Berlin-Frankfurt-Münster Study Group for Treatment of Childhood Acute Lymphoblastic Leukemia
| | - A Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Kiel, Germany
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Ellinghaus D, Ellinghaus E, Nair RP, Stuart PE, Esko T, Metspalu A, Debrus S, Raelson JV, Tejasvi T, Belouchi M, West SL, Barker JN, Kõks S, Kingo K, Balschun T, Palmieri O, Annese V, Gieger C, Wichmann HE, Kabesch M, Trembath RC, Mathew CG, Abecasis GR, Weidinger S, Nikolaus S, Schreiber S, Elder JT, Weichenthal M, Nothnagel M, Franke A. Combined analysis of genome-wide association studies for Crohn disease and psoriasis identifies seven shared susceptibility loci. Am J Hum Genet 2012; 90:636-47. [PMID: 22482804 DOI: 10.1016/j.ajhg.2012.02.020] [Citation(s) in RCA: 237] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2011] [Revised: 01/30/2012] [Accepted: 02/16/2012] [Indexed: 12/15/2022] Open
Abstract
Psoriasis (PS) and Crohn disease (CD) have been shown to be epidemiologically, pathologically, and therapeutically connected, but little is known about their shared genetic causes. We performed meta-analyses of five published genome-wide association studies on PS (2,529 cases and 4,955 controls) and CD (2,142 cases and 5,505 controls), followed up 20 loci that showed strongest evidence for shared disease association and, furthermore, tested cross-disease associations for previously reported PS and CD risk alleles in additional 6,115 PS cases, 4,073 CD cases, and 10,100 controls. We identified seven susceptibility loci outside the human leukocyte antigen region (9p24 near JAK2, 10q22 at ZMIZ1, 11q13 near PRDX5, 16p13 near SOCS1, 17q21 at STAT3, 19p13 near FUT2, and 22q11 at YDJC) shared between PS and CD with genome-wide significance (p < 5 × 10(-8)) and confirmed four already established PS and CD risk loci (IL23R, IL12B, REL, and TYK2). Three of the shared loci are also genome-wide significantly associated with PS alone (10q22 at ZMIZ1, p(rs1250544) = 3.53 × 10(-8), 11q13 near PRDX5, p(rs694739) = 3.71 × 10(-09), 22q11 at YDJC, p(rs181359) = 8.02 × 10(-10)). In addition, we identified one susceptibility locus for CD (16p13 near SOCS1, p(rs4780355) = 4.99 × 10(-8)). Refinement of association signals identified shared genome-wide significant associations for exonic SNPs at 10q22 (ZMIZ1) and in silico expression quantitative trait locus analyses revealed that the associations at ZMIZ1 and near SOCS1 have a potential functional effect on gene expression. Our results show the usefulness of joint analyses of clinically distinct immune-mediated diseases and enlarge the map of shared genetic risk loci.
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Affiliation(s)
- David Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, 24105 Kiel, Germany
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46
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Bartram T, Seidemann K, Burkhardt B, Wössmann W, Zimmermann M, Ellinghaus E, Franke A, Schreiber S, Schrappe M, Reiter A, Stanulla M. Role of three childhood acute lymphoblastic leukemia-associated SNPs in a pediatric non-Hodgkin lymphoma cohort. Klin Padiatr 2012. [DOI: 10.1055/s-0032-1310487] [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: 10/28/2022]
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47
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Ellinghaus E, Stuart PE, Ellinghaus D, Nair RP, Debrus S, Raelson JV, Belouchi M, Tejasvi T, Li Y, Tsoi LC, Onken AT, Esko T, Metspalu A, Rahman P, Gladman DD, Bowcock AM, Helms C, Krueger GG, Koks S, Kingo K, Gieger C, Wichmann HE, Mrowietz U, Weidinger S, Schreiber S, Abecasis GR, Elder JT, Weichenthal M, Franke A. Genome-wide meta-analysis of psoriatic arthritis identifies susceptibility locus at REL. J Invest Dermatol 2011; 132:1133-40. [PMID: 22170493 PMCID: PMC3305829 DOI: 10.1038/jid.2011.415] [Citation(s) in RCA: 92] [Impact Index Per Article: 7.1] [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] [Indexed: 11/24/2022]
Abstract
Psoriatic arthritis (PsA) is a chronic inflammatory musculoskeletal disease affecting up to 30% of psoriasis vulgaris (PsV) cases and approximately 0.25% to 1% of the general population. To identify common susceptibility loci, we performed a meta-analysis of three imputed genome-wide association studies (GWAS) on psoriasis, stratified for PsA. A total of 1,160,703 SNPs were analyzed in the discovery set consisting of 535 PsA cases and 3,432 controls from Germany, the United States and Canada. We followed up two SNPs in 1,931 PsA cases and 6,785 controls comprising six independent replication panels from Germany, Estonia, the United States and Canada. In the combined analysis, a genome-wide significant association was detected at 2p16 near the REL locus encoding c-Rel (rs13017599, P=1.18×10−8, OR=1.27, 95% CI=1.18–1.35). The rs13017599 polymorphism is known to associate with rheumatoid arthritis (RA), and another SNP near REL (rs702873) was recently implicated in PsV susceptibility. However, conditional analysis indicated that rs13017599, rather than rs702873, accounts for the PsA association at REL. We hypothesize that c-Rel, as a member of the Rel/NF-κB family, is associated with PsA in the context of disease pathways that involve other identified PsA and PsV susceptibility genes including TNIP1, TNFAIP3 and NFκBIA.
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Affiliation(s)
- Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University Kiel, Kiel, Germany.
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48
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Janse M, Lamberts LE, Franke L, Raychaudhuri S, Ellinghaus E, MuriBoberg K, Melum E, Folseraas T, Schrumpf E, Bergquist A, Bjornsson E, Fu J, Westra HJ, Groen HJM, Fehrmann RSN, Smolonska J, van den Berg LH, Ophoff RA, Porte RJ, Weismuller TJ, Wedemeyer J, Schramm C, Sterneck M, Gunther R, Braun F, Vermeire S, Henckaerts L, Wijmenga C, Ponsioen CY, Schreiber S, HKarlsen T, Franke A, Weersma RK. Three ulcerative colitis susceptibility loci are associated with primary sclerosing cholangitis and indicate a role for IL2, REL, and CARD9. Hepatology 2011; 53:1977-85. [PMID: 21425313 PMCID: PMC3121050 DOI: 10.1002/hep.24307] [Citation(s) in RCA: 107] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2010] [Accepted: 03/09/2011] [Indexed: 12/13/2022]
Abstract
UNLABELLED Primary sclerosing cholangitis (PSC) is a chronic cholestatic liver disease characterized by inflammation and fibrosis of the bile ducts. Both environmental and genetic factors contribute to its pathogenesis. To further clarify its genetic background, we investigated susceptibility loci recently identified for ulcerative colitis (UC) in a large cohort of 1,186 PSC patients and 1,748 controls. Single nucleotide polymorphisms (SNPs) tagging 13 UC susceptibility loci were initially genotyped in 854 PSC patients and 1,491 controls from Benelux (331 cases, 735 controls), Germany (265 cases, 368 controls), and Scandinavia (258 cases, 388 controls). Subsequently, a joint analysis was performed with an independent second Scandinavian cohort (332 cases, 257 controls). SNPs at chromosomes 2p16 (P-value 4.12 × 10(-4) ), 4q27 (P-value 4.10 × 10(-5) ), and 9q34 (P-value 8.41 × 10(-4) ) were associated with PSC in the joint analysis after correcting for multiple testing. In PSC patients without inflammatory bowel disease (IBD), SNPs at 4q27 and 9q34 were nominally associated (P < 0.05). We applied additional in silico analyses to identify likely candidate genes at PSC susceptibility loci. To identify nonrandom, evidence-based links we used GRAIL (Gene Relationships Across Implicated Loci) analysis showing interconnectivity between genes in six out of in total nine PSC-associated regions. Expression quantitative trait analysis from 1,469 Dutch and UK individuals demonstrated that five out of nine SNPs had an effect on cis-gene expression. These analyses prioritized IL2, CARD9, and REL as novel candidates. CONCLUSION We have identified three UC susceptibility loci to be associated with PSC, harboring the putative candidate genes REL, IL2, and CARD9. These results add to the scarce knowledge on the genetic background of PSC and imply an important role for both innate and adaptive immunological factors.
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Affiliation(s)
- Marcel Janse
- Department of Gastroenterology and Hepatology, University Medical Center Groningen and University of Groningen, Groningen, the Netherlands
| | - Laetitia E Lamberts
- Department of Gastroenterology and Hepatology, University Medical Center Groningen and University of Groningen, Groningen, the Netherlands
| | - Lude Franke
- Department of Genetics, University Medical Center Groningen and University of Groningen, Groningen, the Netherlands
| | - Soumya Raychaudhuri
- Division of Genetics, Brigham and Women’s Hospital, Boston, Massachusetts, 02115, USA, Division of Rheumatology, Immunology, and Allergy, Brigham and Women’s Hospital, Boston, Massachusetts, 02115, USA, Broad Institute, Cambridge, Massachusetts, 02142 USA
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Kirsten MuriBoberg
- Norwegian PSC Research Center, Clinic for Specialized Surgery and Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Espen Melum
- Norwegian PSC Research Center, Clinic for Specialized Surgery and Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Trine Folseraas
- Norwegian PSC Research Center, Clinic for Specialized Surgery and Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Erik Schrumpf
- Norwegian PSC Research Center, Clinic for Specialized Surgery and Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Annika Bergquist
- Department of Gastroenterology and Hepatology, Karolinska University Hospital, Huddinge, Stockholm, Sweden
| | - Einar Bjornsson
- Section of Gastroenterology and Hepatology, Department of Internal Medicine, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Jingyuan Fu
- Department of Genetics, University Medical Center Groningen and University of Groningen, Groningen, the Netherlands
| | - Harm Jan Westra
- Department of Genetics, University Medical Center Groningen and University of Groningen, Groningen, the Netherlands
| | - Harry JM Groen
- Department of Pulmonology, University Medical Center Groningen and University of Groningen, Groningen, the Netherlands
| | - Rudolf SN Fehrmann
- Department of Genetics, University Medical Center Groningen and University of Groningen, Groningen, the Netherlands
| | - Joanna Smolonska
- Department of Genetics, University Medical Center Groningen and University of Groningen, Groningen, the Netherlands
| | - Leonard H van den Berg
- Department of Neurology, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Roel A Ophoff
- Department of Medical Genetics and Rolf Magnus Institute, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Robert J Porte
- Department of Hepato-Pancreatico-Biliary Surgery and Liver Transplantation, University Medical Center Groningen and University of Groningen, Groningen, the Netherlands
| | - Tobias J Weismuller
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany, Integrated Research and Treatment Center Transplantation (IFB-Tx), Hannover Medical School, Hannover, Germany
| | - Jochen Wedemeyer
- Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany, Integrated Research and Treatment Center Transplantation (IFB-Tx), Hannover Medical School, Hannover, Germany
| | - Christoph Schramm
- 1st Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Martina Sterneck
- 1st Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Rainer Gunther
- 1st Department of Medicine, University Medical Centre Schleswig-Holstein (UK S-H), Campus Kiel, Germany
| | - Felix Braun
- Department of General and Thoracic Surgery, University Medical Centre Schleswig-Holstein (UK S-H), Campus Kiel, Germany
| | - Severine Vermeire
- Department of Gastroenterology, University Hospital Gasthuisberg, Leuven, Belgium
| | - Liesbet Henckaerts
- Department of Gastroenterology, University Hospital Gasthuisberg, Leuven, Belgium
| | - Cisca Wijmenga
- Department of Genetics, University Medical Center Groningen and University of Groningen, Groningen, the Netherlands
| | - Cyriel Y. Ponsioen
- Department of Gastroenterology and Hepatology, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Tom HKarlsen
- Norwegian PSC Research Center, Clinic for Specialized Surgery and Medicine, Oslo University Hospital, Rikshospitalet, Oslo, Norway
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University, Kiel, Germany
| | - Rinse K Weersma
- Department of Gastroenterology and Hepatology, University Medical Center Groningen and University of Groningen, Groningen, the Netherlands
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49
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Bartram T, Ellinghaus E, Panzer-Grümayer R, Cario G, Teigler-Schlegel A, Nebel A, Meissner B, Breithaupt P, Schrauder A, Nürnberg P, Zimmermann M, Schreiber S, Schrappe M, Franke A, Stanulla M. Genome-wide associations of genetic variation with minimal residual disease in ETV6-RUNX1-positive childhood acute lymphoblastic leukemia. Klin Padiatr 2011. [DOI: 10.1055/s-0031-1277065] [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: 10/18/2022]
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50
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Ding J, Gudjonsson JE, Liang L, Stuart PE, Li Y, Chen W, Weichenthal M, Ellinghaus E, Franke A, Cookson W, Nair RP, Elder JT, Abecasis GR. Gene expression in skin and lymphoblastoid cells: Refined statistical method reveals extensive overlap in cis-eQTL signals. Am J Hum Genet 2010; 87:779-89. [PMID: 21129726 DOI: 10.1016/j.ajhg.2010.10.024] [Citation(s) in RCA: 150] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2010] [Revised: 10/13/2010] [Accepted: 10/22/2010] [Indexed: 11/27/2022] Open
Abstract
Psoriasis, an immune-mediated, inflammatory disease of the skin and joints, provides an ideal system for expression quantitative trait locus (eQTL) analysis, because it has a strong genetic basis and disease-relevant tissue (skin) is readily accessible. To better understand the role of genetic variants regulating cutaneous gene expression, we identified 841 cis-acting eQTLs using RNA extracted from skin biopsies of 53 psoriatic individuals and 57 healthy controls. We found substantial overlap between cis-eQTLs of normal control, uninvolved psoriatic, and lesional psoriatic skin. Consistent with recent studies and with the idea that control of gene expression can mediate relationships between genetic variants and disease risk, we found that eQTL SNPs are more likely to be associated with psoriasis than are randomly selected SNPs. To explore the tissue specificity of these eQTLs and hence to quantify the benefits of studying eQTLs in different tissues, we developed a refined statistical method for estimating eQTL overlap and used it to compare skin eQTLs to a published panel of lymphoblastoid cell line (LCL) eQTLs. Our method accounts for the fact that most eQTL studies are likely to miss some true eQTLs as a result of power limitations and shows that ∼70% of cis-eQTLs in LCLs are shared with skin, as compared with the naive estimate of < 50% sharing. Our results provide a useful method for estimating the overlap between various eQTL studies and provide a catalog of cis-eQTLs in skin that can facilitate efforts to understand the functional impact of identified susceptibility variants on psoriasis and other skin traits.
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