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Vandersteen AM, Weerakkody RA, Parry DA, Kanonidou C, Toddie-Moore DJ, Vandrovcova J, Darlay R, Santoyo-Lopez J, Meynert A, Kazkaz H, Grahame R, Cummings C, Bartlett M, Ghali N, Brady AF, Pope FM, van Dijk FS, Cordell HJ, Aitman TJ. Genetic complexity of diagnostically unresolved Ehlers-Danlos syndrome. J Med Genet 2024; 61:232-238. [PMID: 37813462 DOI: 10.1136/jmg-2023-109329] [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] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 09/18/2023] [Indexed: 10/17/2023]
Abstract
BACKGROUND The Ehlers-Danlos syndromes (EDS) are heritable disorders of connective tissue (HDCT), reclassified in the 2017 nosology into 13 subtypes. The genetic basis for hypermobile Ehlers-Danlos syndrome (hEDS) remains unknown. METHODS Whole exome sequencing (WES) was undertaken on 174 EDS patients recruited from a national diagnostic service for complex EDS and a specialist clinic for hEDS. Patients had already undergone expert phenotyping, laboratory investigation and gene sequencing, but were without a genetic diagnosis. Filtered WES data were reviewed for genes underlying Mendelian disorders and loci reported in EDS linkage, transcriptome and genome-wide association studies (GWAS). A genetic burden analysis (Minor Allele Frequency (MAF) <0.05) incorporating 248 Avon Longitudinal Study of Parents and Children (ALSPAC) controls sequenced as part of the UK10K study was undertaken using TASER methodology. RESULTS Heterozygous pathogenic (P) or likely pathogenic (LP) variants were identified in known EDS and Loeys-Dietz (LDS) genes. Multiple variants of uncertain significance where segregation and functional analysis may enable reclassification were found in genes associated with EDS, LDS, heritable thoracic aortic disease (HTAD), Mendelian disorders with EDS symptomatology and syndromes with EDS-like features. Genetic burden analysis revealed a number of novel loci, although none reached the threshold for genome-wide significance. Variants with biological plausibility were found in genes and pathways not currently associated with EDS or HTAD. CONCLUSIONS We demonstrate the clinical utility of large panel-based sequencing and WES for patients with complex EDS in distinguishing rare EDS subtypes, LDS and related syndromes. Although many of the P and LP variants reported in this cohort would be identified with current panel testing, they were not at the time of this study, highlighting the use of extended panels and WES as a clinical tool for complex EDS. Our results are consistent with the complex genetic architecture of EDS and suggest a number of novel hEDS and HTAD candidate genes and pathways.
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Affiliation(s)
- Anthony M Vandersteen
- Maritime Medical Genetics Service, IWK Health Centre, Halifax, Nova Scotia, Canada
- Faculty of Medicine, Department of Pediatrics, Dalhousie University, Halifax, Nova Scotia, Canada
- Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Ruwan A Weerakkody
- Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
- Institute of Clinical Sciences, Imperial College London, London, UK
- Department of Vascular Surgery, Royal Free Hospital, London, UK
| | - David A Parry
- Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Christina Kanonidou
- Department of Clinical Biochemistry, Queen Elizabeth University Hospital, NHS Greater Glasgow and Clyde, Glasgow, UK
| | - Daniel J Toddie-Moore
- Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Jana Vandrovcova
- Department of Neuromuscular Diseases, UCL Queen Street Institute of Neurology, University College London, London, UK
| | - Rebecca Darlay
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | | | - Alison Meynert
- MRC Human Genetics Unit, University of Edinburgh, Edinburgh, UK
| | - Hanadi Kazkaz
- Department of Rheumatology, University College London Hospitals NHS Foundation Trust, London, UK
| | - Rodney Grahame
- Department of Rheumatology, University College London Hospitals NHS Foundation Trust, London, UK
| | - Carole Cummings
- Ehlers-Danlos Syndrome National Diagnostic Service, London North West University Healthcare NHS Trust, Northwick Park Hospital, Harrow, UK
- Department of Metabolism, Digestion and Reproduction Section of Genetics and Genomics, Imperial College London, London, UK
| | - Marion Bartlett
- Ehlers-Danlos Syndrome National Diagnostic Service, London North West University Healthcare NHS Trust, Northwick Park Hospital, Harrow, UK
- Department of Metabolism, Digestion and Reproduction Section of Genetics and Genomics, Imperial College London, London, UK
| | - Neeti Ghali
- Ehlers-Danlos Syndrome National Diagnostic Service, London North West University Healthcare NHS Trust, Northwick Park Hospital, Harrow, UK
- Department of Metabolism, Digestion and Reproduction Section of Genetics and Genomics, Imperial College London, London, UK
| | - Angela F Brady
- Ehlers-Danlos Syndrome National Diagnostic Service, London North West University Healthcare NHS Trust, Northwick Park Hospital, Harrow, UK
- Department of Metabolism, Digestion and Reproduction Section of Genetics and Genomics, Imperial College London, London, UK
| | - F Michael Pope
- Ehlers-Danlos Syndrome National Diagnostic Service, London North West University Healthcare NHS Trust, Northwick Park Hospital, Harrow, UK
- Department of Metabolism, Digestion and Reproduction Section of Genetics and Genomics, Imperial College London, London, UK
| | - Fleur S van Dijk
- Ehlers-Danlos Syndrome National Diagnostic Service, London North West University Healthcare NHS Trust, Northwick Park Hospital, Harrow, UK
- Department of Metabolism, Digestion and Reproduction Section of Genetics and Genomics, Imperial College London, London, UK
| | - Heather J Cordell
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Timothy J Aitman
- Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
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Cordell HJ, Fryett JJ, Ueno K, Darlay R, Aiba Y, Hitomi Y, Kawashima M, Nishida N, Khor SS, Gervais O, Kawai Y, Nagasaki M, Tokunaga K, Tang R, Shi Y, Li Z, Juran BD, Atkinson EJ, Gerussi A, Carbone M, Asselta R, Cheung A, de Andrade M, Baras A, Horowitz J, Ferreira MAR, Sun D, Jones DE, Flack S, Spicer A, Mulcahy VL, Byan J, Han Y, Sandford RN, Lazaridis KN, Amos CI, Hirschfield GM, Seldin MF, Invernizzi P, Siminovitch KA, Ma X, Nakamura M, Mells GF. Corrigendum to: "An international genome-wide meta-analysis of primary biliary cholangitis: Novel risk loci and candidate drugs" [J Hepatol 75 (2021) 572-581]. J Hepatol 2023; 78:883. [PMID: 36639314 DOI: 10.1016/j.jhep.2022.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Affiliation(s)
- Heather J Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - James J Fryett
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Kazuko Ueno
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Rebecca Darlay
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Yoshihiro Aiba
- Clinical Research Center, National Hospital Organization, Nagasaki Medical Center, Omura, Japan
| | - Yuki Hitomi
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Minae Kawashima
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Nao Nishida
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Seik-Soon Khor
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Olivier Gervais
- Human Biosciences Unit for the Top Global Course Center for the Promotion of Interdisciplinary Education and Research, Kyoto University, Kyoto, Japan; Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Yosuke Kawai
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Masao Nagasaki
- Human Biosciences Unit for the Top Global Course Center for the Promotion of Interdisciplinary Education and Research, Kyoto University, Kyoto, Japan; Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Katsushi Tokunaga
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Ruqi Tang
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai JiaoTong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Yongyong Shi
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, Shanghai, China; Affiliated Hospital of Qingdao University and Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, Qingdao, China
| | - Zhiqiang Li
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, Shanghai, China; Affiliated Hospital of Qingdao University and Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, Qingdao, China
| | - Brian D Juran
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Elizabeth J Atkinson
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, USA
| | - Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Marco Carbone
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Rosanna Asselta
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy; Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Angela Cheung
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Mariza de Andrade
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, USA
| | - Aris Baras
- Regeneron Genetics Center, Tarrytown, New York, USA
| | | | | | - Dylan Sun
- Regeneron Genetics Center, Tarrytown, New York, USA
| | - David E Jones
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Steven Flack
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Ann Spicer
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Victoria L Mulcahy
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Jinyoung Byan
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, USA
| | - Younghun Han
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, USA
| | - Richard N Sandford
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | | | - Christopher I Amos
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, USA
| | - Gideon M Hirschfield
- Toronto Centre for Liver Disease, Division of Gastroenterology and Hepatology, University of Toronto, Toronto, Ontario, Canada
| | | | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Katherine A Siminovitch
- Departments of Medicine, Immunology and Medical Sciences, University of Toronto, Toronto, Ontario, Canada; Mount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute and Toronto General Research Institute, Toronto, Ontario, Canada
| | - Xiong Ma
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai JiaoTong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Minoru Nakamura
- Clinical Research Center, National Hospital Organization, Nagasaki Medical Center, Omura, Japan
| | - George F Mells
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom.
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Anstee QM, Darlay R, Cockell S, Meroni M, Govaere O, Tiniakos D, Burt AD, Bedossa P, Palmer J, Liu YL, Aithal GP, Allison M, Yki-Järvinen H, Vacca M, Dufour JF, Invernizzi P, Prati D, Ekstedt M, Kechagias S, Francque S, Petta S, Bugianesi E, Clement K, Ratziu V, Schattenberg JM, Valenti L, Day CP, Cordell HJ, Daly AK. Corrigendum to: "Genome-wide association study of non-alcoholic fatty liver and steatohepatitis in a histologically characterised cohort ☆" [J Hepatol (2020) 505-515]. J Hepatol 2023; 78:1085-1086. [PMID: 36922251 DOI: 10.1016/j.jhep.2023.02.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]
Affiliation(s)
- Quentin M Anstee
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom; Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom.
| | - Rebecca Darlay
- Population & Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Simon Cockell
- Bioinformatics Support Unit, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Marica Meroni
- Department of Pathophysiology and Transplantation, University of Milan, Translational Medicine - Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Olivier Govaere
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Dina Tiniakos
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom; Dept of Pathology, Aretaieio Hospital, National & Kapodistrian University of Athens, Greece
| | - Alastair D Burt
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom; Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
| | - Pierre Bedossa
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Jeremy Palmer
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Yang-Lin Liu
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Guruprasad P Aithal
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and University of Nottingham, Nottingham, UK
| | - Michael Allison
- Liver Unit, Department of Medicine, Cambridge Biomedical Research Centre, Cambridge University NHS Foundation Trust, United Kingdom
| | - Hannele Yki-Järvinen
- Department of Medicine, University of Helsinki, Helsinki, Finland; Helsinki University Hospital, Helsinki, Finland
| | - Michele Vacca
- Liver Unit, Department of Medicine, Cambridge Biomedical Research Centre, Cambridge University NHS Foundation Trust, United Kingdom; Department of Biochemistry and Wellcome Trust/MRC Institute of Metabolic Science, MRC Metabolic Diseases Unit, Metabolic Research Laboratories, University of Cambridge, UK
| | - Jean-Francois Dufour
- University Clinic for Visceral Surgery and Medicine, University of Berne, Freiburgstrasse, Berne 3010, Switzerland
| | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano - Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Daniele Prati
- Department of Pathophysiology and Transplantation, University of Milan, Translational Medicine - Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Mattias Ekstedt
- Division of Gastroenterology and Hepatology, Department of Medicine and Health Sciences, Linköping University, Linkoping, Sweden
| | - Stergios Kechagias
- Division of Gastroenterology and Hepatology, Department of Medicine and Health Sciences, Linköping University, Linkoping, Sweden
| | - Sven Francque
- Department of Gastroenterology and Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | - Salvatore Petta
- Sezione di Gastroenterologia, Dipartimento Promozione della Salute, Materno-Infantile, di Medicina Interna e Specialistica di Eccellenza "G. D'Alessandro", Università di Palermo, Palermo, Italy
| | - Elisabetta Bugianesi
- Department of Medical Sciences, Division of Gastro-Hepatology, A.O. Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | - Karine Clement
- Sorbonne University, Inserm, Nutrition and Obesity: Systemic Approaches, Nutrition department, Pitié-Salpêtrière Hospital, Assistance Publique-Hôpitaux de Paris, 75013 Paris, France
| | - Vlad Ratziu
- Sorbonne Université, Assistance Publique-Hôpitaux de Paris, Hôpital Pitié-Salpêtrière, Institute of Cardiometabolism and Nutrition (ICAN), Paris, France
| | - Jörn M Schattenberg
- NAFLD Research Center, Department of Medicine, University Medical Center of the Johannes Gutenberg University, Mainz, Germany
| | - Luca Valenti
- Department of Pathophysiology and Transplantation, University of Milan, Translational Medicine - Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Christopher P Day
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Heather J Cordell
- Population & Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Ann K Daly
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom.
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Langton DJ, Bhalekar RM, Joyce TJ, Rushton SP, Wainwright BJ, Nargol ME, Shyam N, Lie BA, Pabbruwe MB, Stewart AJ, Waller S, Natu S, Ren R, Hornick R, Darlay R, Su EP, Nargol AVF. Author Correction: The influence of HLA genotype on the development of metal hypersensitivity following joint replacement. Commun Med 2022; 2:91. [PMID: 35856082 PMCID: PMC9287395 DOI: 10.1038/s43856-022-00158-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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Whitfield JB, Seth D, Morgan TR, Atkinson SR, Bataller R, Botwin G, Chalasani NP, Cordell HJ, Daly AK, Darlay R, Day CP, Eyer F, Foroud T, Gleeson D, Goldman D, Haber PS, Jacquet J, Liang T, Liangpunsakul S, Masson S, Mathurin P, Moirand R, Moreno C, Morgan TR, Morgan M, Mueller S, Müllhaupt B, Nagy LE, Nahon P, Nalpas B, Naveau S, Perney P, Pirmohamed M, Schwantes‐An T, Seitz HK, Seth D, Soyka M, Stickel F, Thompson A, Thursz MR, Trepo E, Whitfield JB. All-cause and liver-related mortality risk factors in excessive drinkers: Analysis of data from the UK biobank. Alcohol Clin Exp Res 2022; 46:2245-2257. [PMID: 36317527 PMCID: PMC10098765 DOI: 10.1111/acer.14968] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [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: 07/11/2022] [Revised: 10/26/2022] [Accepted: 10/27/2022] [Indexed: 11/13/2022]
Abstract
BACKGROUND High alcohol intake is associated with increased mortality. We aimed to identify factors affecting mortality in people drinking extreme amounts of alcohol. METHODS We obtained information from the UK Biobank on approximately 500,000 participants aged 40-70 years at baseline assessment in 2006-2010. Habitual alcohol intake, lifestyle and physiological data, laboratory test results, and hospital diagnoses and death certificate data (to June 2020) for 5136 men (2.20% of male participants) and 1504 women (0.60%) who reported consuming ≥80 or ≥50 g/day, respectively, were used in survival analysis. RESULTS Mortality hazard ratios for these excessive drinkers, compared to all other participants, were 2.02 (95% CI 1.89-2.17) for all causes, 1.89 (1.69-2.12) for any cancer, 1.87 (1.61-2.17) for any circulatory disease, and 9.40 (7.00-12.64) for any liver disease. Liver disease diagnosis or abnormal liver function tests predicted not only deaths attributed to liver disease but also those from cancers or circulatory diseases. Mortality among excessive drinkers was also associated with quantitative alcohol intake; diagnosed alcohol dependence, harmful use, or withdrawal syndrome; and current smoking at assessment. CONCLUSIONS People with chronic excessive alcohol intake experience decreased average survival, but there is substantial variation in their mortality, with liver abnormality and alcohol dependence or other alcohol use disorders associated with a worse prognosis. Clinically, patients with these risk factors and high alcohol intake should be considered for early or intensive management. Research can usefully focus on the factors predisposing to dependence or liver abnormality.
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Affiliation(s)
- John B Whitfield
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Devanshi Seth
- Drug Health Services, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia.,Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia.,Centenary Institute of Cancer Medicine and Cell Biology, University of Sydney, Sydney, New South Wales, Australia
| | - Timothy R Morgan
- Department of Veterans Affairs, VA Long Beach Healthcare System, Long Beach, California, USA.,Department of Medicine, University of California, Irvine, California, USA
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6
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Langton DJ, Bhalekar RM, Joyce TJ, Rushton SP, Wainwright BJ, Nargol ME, Shyam N, Lie BA, Pabbruwe MB, Stewart AJ, Waller S, Natu S, Ren R, Hornick R, Darlay R, Su EP, Nargol AVF. The influence of HLA genotype on the development of metal hypersensitivity following joint replacement. Commun Med (Lond) 2022; 2:73. [PMID: 35761834 PMCID: PMC9232575 DOI: 10.1038/s43856-022-00137-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Accepted: 06/07/2022] [Indexed: 12/27/2022] Open
Abstract
Background Over five million joint replacements are performed across the world each year. Cobalt chrome (CoCr) components are used in most of these procedures. Some patients develop delayed-type hypersensitivity (DTH) responses to CoCr implants, resulting in tissue damage and revision surgery. DTH is unpredictable and genetic links have yet to be definitively established. Methods At a single site, we carried out an initial investigation to identify HLA alleles associated with development of DTH following metal-on-metal hip arthroplasty. We then recruited patients from other centres to train and validate an algorithm incorporating patient age, gender, HLA genotype, and blood metal concentrations to predict the development of DTH. Accuracy of the modelling was assessed using performance metrics including time-dependent receiver operator curves. Results Using next-generation sequencing, here we determine the HLA genotypes of 606 patients. 176 of these patients had experienced failure of their prostheses; the remaining 430 remain asymptomatic at a mean follow up of twelve years. We demonstrate that the development of DTH is associated with patient age, gender, the magnitude of metal exposure, and the presence of certain HLA class II alleles. We show that the predictive algorithm developed from this investigation performs to an accuracy suitable for clinical use, with weighted mean survival probability errors of 1.8% and 3.1% for pre-operative and post-operative models respectively. Conclusions The development of DTH following joint replacement appears to be determined by the interaction between implant wear and a patient's genotype. The algorithm described in this paper may improve implant selection and help direct patient surveillance following surgery. Further consideration should be given towards understanding patient-specific responses to different biomaterials.
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Affiliation(s)
- David J. Langton
- ExplantLab, The Biosphere, Newcastle Helix, Newcastle-upon-Tyne, England
| | - Rohan M. Bhalekar
- ExplantLab, The Biosphere, Newcastle Helix, Newcastle-upon-Tyne, England
| | | | | | | | - Matthew E. Nargol
- ExplantLab, The Biosphere, Newcastle Helix, Newcastle-upon-Tyne, England
| | - Nish Shyam
- ExplantLab, The Biosphere, Newcastle Helix, Newcastle-upon-Tyne, England
| | - Benedicte A. Lie
- Department of Medical Genetics, University of Oslo and Oslo University Hospital, Oslo, Norway
| | | | - Alan J. Stewart
- School of Medicine, University of St Andrews, St Andrews, Scotland
| | - Susan Waller
- University Hospital of North Tees, Stockton, England
| | - Shonali Natu
- University Hospital of North Tees, Stockton, England
| | - Renee Ren
- Hospital for Special Surgery, New York, USA
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7
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Vujkovic M, Ramdas S, Lorenz KM, Guo X, Darlay R, Cordell HJ, He J, Gindin Y, Chung C, Myers RP, Schneider CV, Park J, Lee KM, Serper M, Carr RM, Kaplan DE, Haas ME, MacLean MT, Witschey WR, Zhu X, Tcheandjieu C, Kember RL, Kranzler HR, Verma A, Giri A, Klarin DM, Sun YV, Huang J, Huffman JE, Creasy KT, Hand NJ, Liu CT, Long MT, Yao J, Budoff M, Tan J, Li X, Lin HJ, Chen YDI, Taylor KD, Chang RK, Krauss RM, Vilarinho S, Brancale J, Nielsen JB, Locke AE, Jones MB, Verweij N, Baras A, Reddy KR, Neuschwander-Tetri BA, Schwimmer JB, Sanyal AJ, Chalasani N, Ryan KA, Mitchell BD, Gill D, Wells AD, Manduchi E, Saiman Y, Mahmud N, Miller DR, Reaven PD, Phillips LS, Muralidhar S, DuVall SL, Lee JS, Assimes TL, Pyarajan S, Cho K, Edwards TL, Damrauer SM, Wilson PW, Gaziano JM, O'Donnell CJ, Khera AV, Grant SFA, Brown CD, Tsao PS, Saleheen D, Lotta LA, Bastarache L, Anstee QM, Daly AK, Meigs JB, Rotter JI, Lynch JA, Rader DJ, Voight BF, Chang KM. A multiancestry genome-wide association study of unexplained chronic ALT elevation as a proxy for nonalcoholic fatty liver disease with histological and radiological validation. Nat Genet 2022; 54:761-771. [PMID: 35654975 PMCID: PMC10024253 DOI: 10.1038/s41588-022-01078-z] [Citation(s) in RCA: 55] [Impact Index Per Article: 27.5] [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: 12/18/2020] [Accepted: 04/18/2022] [Indexed: 02/05/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) is a growing cause of chronic liver disease. Using a proxy NAFLD definition of chronic elevation of alanine aminotransferase (cALT) levels without other liver diseases, we performed a multiancestry genome-wide association study (GWAS) in the Million Veteran Program (MVP) including 90,408 cALT cases and 128,187 controls. Seventy-seven loci exceeded genome-wide significance, including 25 without prior NAFLD or alanine aminotransferase associations, with one additional locus identified in European American-only and two in African American-only analyses (P < 5 × 10-8). External replication in histology-defined NAFLD cohorts (7,397 cases and 56,785 controls) or radiologic imaging cohorts (n = 44,289) replicated 17 single-nucleotide polymorphisms (SNPs) (P < 6.5 × 10-4), of which 9 were new (TRIB1, PPARG, MTTP, SERPINA1, FTO, IL1RN, COBLL1, APOH and IFI30). Pleiotropy analysis showed that 61 of 77 multiancestry and all 17 replicated SNPs were jointly associated with metabolic and/or inflammatory traits, revealing a complex model of genetic architecture. Our approach integrating cALT, histology and imaging reveals new insights into genetic liability to NAFLD.
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Affiliation(s)
- Marijana Vujkovic
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Shweta Ramdas
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Kim M Lorenz
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Xiuqing Guo
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Rebecca Darlay
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Heather J Cordell
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Jing He
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | | | - Robert P Myers
- Gilead Sciences, Inc., Foster City, CA, USA
- The Liver Company, Palo Alto, CA, USA
| | - Carolin V Schneider
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Joseph Park
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Kyung Min Lee
- VA Salt Lake City Health Care System, Salt Lake City, UT, USA
| | - Marina Serper
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Rotonya M Carr
- Division of Gastroenterology, University of Washington, Seattle, WA, USA
| | - David E Kaplan
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Mary E Haas
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Matthew T MacLean
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Walter R Witschey
- Department of Radiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Xiang Zhu
- VA Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Statistics, The Pennsylvania State University, University Park, PA, USA
- Huck Institutes of the Life Sciences, The Pennsylvania State University, University Park, PA, USA
- Department of Statistics, Stanford University, Stanford, CA, USA
| | - Catherine Tcheandjieu
- VA Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Rachel L Kember
- Mental Illness Research Education and Clinical Center, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Henry R Kranzler
- Mental Illness Research Education and Clinical Center, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
- Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Anurag Verma
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Ayush Giri
- Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Derek M Klarin
- VA Palo Alto Health Care System, Palo Alto, CA, USA
- Division of Vascular Surgery, Stanford University School of Medicine, Palo Alto, CA, USA
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Yan V Sun
- Atlanta VA Medical Center, Decatur, GA, USA
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, GA, USA
| | - Jie Huang
- School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, Guangdong, China
| | | | - Kate Townsend Creasy
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Nicholas J Hand
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Ching-Ti Liu
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Michelle T Long
- Department of Medicine, Section of Gastroenterology, Boston University School of Medicine, Boston, MA, USA
| | - Jie Yao
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Matthew Budoff
- Department of Cardiology, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Jingyi Tan
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Xiaohui Li
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Henry J Lin
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Yii-Der Ida Chen
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Kent D Taylor
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Ruey-Kang Chang
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Ronald M Krauss
- Departments of Pediatrics and Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Silvia Vilarinho
- Section of Digestive Diseases, Department of Internal Medicine, and Department of Pathology, Yale School of Medicine, New Haven, CT, USA
| | - Joseph Brancale
- Section of Digestive Diseases, Department of Internal Medicine, and Department of Pathology, Yale School of Medicine, New Haven, CT, USA
| | | | | | | | | | - Aris Baras
- Regeneron Genetics Center, Tarrytown, NY, USA
| | - K Rajender Reddy
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | | | - Jeffrey B Schwimmer
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Arun J Sanyal
- Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Naga Chalasani
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Kathleen A Ryan
- Program for Personalized and Genomic Medicine, Division of Endocrinology, Diabetes and Nutrition, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Braxton D Mitchell
- Program for Personalized and Genomic Medicine, Division of Endocrinology, Diabetes and Nutrition, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Dipender Gill
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Andrew D Wells
- Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Pathology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Elisabetta Manduchi
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Yedidya Saiman
- Department of Medicine, Section of Hepatology, Lewis Katz School of Medicine at Temple University, Temple University Hospital, Philadelphia, PA, USA
| | - Nadim Mahmud
- Department of Medicine, Division of Gastroenterology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Donald R Miller
- Center for Healthcare Organization and Implementation Research, Bedford VA Healthcare System, Bedford, MA, USA
- Center for Population Health, Department of Biomedical and Nutritional Sciences, University of Massachusetts, Lowell, MA, USA
| | - Peter D Reaven
- Phoenix VA Health Care System, Phoenix, AZ, USA
- College of Medicine, University of Arizona, Phoenix, AZ, USA
| | - Lawrence S Phillips
- Atlanta VA Medical Center, Decatur, GA, USA
- Division of Endocrinology, Emory University School of Medicine, Atlanta, GA, USA
| | - Sumitra Muralidhar
- Office of Research and Development, Veterans Health Administration, Washington, DC, USA
| | - Scott L DuVall
- VA Salt Lake City Health Care System, Salt Lake City, UT, USA
- Department of Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Jennifer S Lee
- VA Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Themistocles L Assimes
- VA Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Saiju Pyarajan
- VA Boston Healthcare System, Boston, MA, USA
- Department of Medicine, Brigham Women's Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Kelly Cho
- VA Boston Healthcare System, Boston, MA, USA
- Department of Medicine, Brigham Women's Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Todd L Edwards
- Nashville VA Medical Center, Nashville, TN, USA
- Division of Epidemiology, Department of Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Scott M Damrauer
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Peter W Wilson
- Atlanta VA Medical Center, Decatur, GA, USA
- Division of Cardiology, Emory University School of Medicine, Atlanta, GA, USA
| | - J Michael Gaziano
- VA Boston Healthcare System, Boston, MA, USA
- Department of Medicine, Brigham Women's Hospital, Boston, MA, USA
| | - Christopher J O'Donnell
- VA Boston Healthcare System, Boston, MA, USA
- Department of Medicine, Brigham Women's Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Amit V Khera
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Struan F A Grant
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Christopher D Brown
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Philip S Tsao
- VA Palo Alto Health Care System, Palo Alto, CA, USA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Danish Saleheen
- Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA
- Department of Cardiology, Columbia University Irving Medical Center, New York, NY, USA
- Center for Non-Communicable Diseases, Karachi, Sindh, Pakistan
| | | | - Lisa Bastarache
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Quentin M Anstee
- Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
- Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Ann K Daly
- Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - James B Meigs
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Jerome I Rotter
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Julie A Lynch
- VA Salt Lake City Health Care System, Salt Lake City, UT, USA
- Department of Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
- College of Nursing and Health Sciences, University of Massachusetts, Lowell, MA, USA
| | - Daniel J Rader
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Benjamin F Voight
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA.
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
- Institute of Translational Medicine and Therapeutics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
| | - Kyong-Mi Chang
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA.
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
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8
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Whitfield JB, Schwantes-An TH, Darlay R, Aithal GP, Atkinson SR, Bataller R, Botwin G, Chalasani NP, Cordell HJ, Daly AK, Day CP, Eyer F, Foroud T, Gleeson D, Goldman D, Haber PS, Jacquet JM, Liang T, Liangpunsakul S, Masson S, Mathurin P, Moirand R, McQuillin A, Moreno C, Morgan MY, Mueller S, Müllhaupt B, Nagy LE, Nahon P, Nalpas B, Naveau S, Perney P, Pirmohamed M, Seitz HK, Soyka M, Stickel F, Thompson A, Thursz MR, Trépo E, Morgan TR, Seth D. Corrigendum to: 'A genetic risk score and diabetes predict development of alcohol-related cirrhosis in drinkers' [J Hepatol 2022 (76) 275-282]. J Hepatol 2022; 76:1244-1245. [PMID: 35287983 DOI: 10.1016/j.jhep.2022.02.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Affiliation(s)
- John B Whitfield
- Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Queensland 4029, Australia.
| | - Tae-Hwi Schwantes-An
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis IN, USA
| | - Rebecca Darlay
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, International Centre for Life, Central Parkway, Newcastle upon Tyne NE1 3BZ, United Kingdom
| | - Guruprasad P Aithal
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals and the University of Nottingham, Nottingham NG7 2UH, United Kingdom
| | - Stephen R Atkinson
- Department of Metabolism, Digestion & Reproduction, Imperial College London, UK
| | - Ramon Bataller
- Center for Liver Diseases, University of Pittsburgh Medical Center, 3471 Fifth Avenue, Pittsburgh, PA 15213, USA
| | - Greg Botwin
- Department of Veterans Affairs, VA Long Beach Healthcare System, 5901 East Seventh Street, Long Beach, CA 90822, USA; F. Widjaja Family Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California CA 90048, USA
| | - Naga P Chalasani
- Department of Medicine, Indiana University, Indianapolis, IN 46202-5175, USA
| | - Heather J Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, International Centre for Life, Central Parkway, Newcastle upon Tyne NE1 3BZ, United Kingdom
| | - Ann K Daly
- Faculty of Medical Sciences, Newcastle University Medical School, Framlington Place, Newcastle upon Tyne NE2 4HH, United Kingdom
| | - Christopher P Day
- Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, United Kingdom
| | - Florian Eyer
- Division of Clinical Toxicology, Department of Internal Medicine 2, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675 Munich, Germany
| | - Tatiana Foroud
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis IN, USA
| | - Dermot Gleeson
- Liver Unit, Sheffield Teaching Hospitals, AO Floor Robert Hadfield Building, Northern General Hospital, Sheffied S5 7AU, UK
| | - David Goldman
- Laboratory of Neurogenetics, NIAAA, Rockville, MD 20852, USA
| | - Paul S Haber
- Drug Health Services, Royal Prince Alfred Hospital, Missenden Road, Camperdown, NSW 2050, Australia; Faculty of Medicine and Health, the University of Sydney, Sydney, NSW 2006, Australia
| | | | - Tiebing Liang
- Department of Medicine, Indiana University, Indianapolis, IN 46202-5175, USA
| | - Suthat Liangpunsakul
- Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University and Roudebush Veterans Administration Medical Center, Indianapolis, USA
| | - Steven Masson
- Faculty of Medical Sciences, Newcastle University Medical School, Framlington Place, Newcastle upon Tyne NE2 4HH, United Kingdom
| | - Philippe Mathurin
- CHRU de Lille, Hôpital Claude Huriez, Rue M. Polonovski CS 70001, 59 037 Lille Cedex, France
| | - Romain Moirand
- Univ Rennes, INRA, INSERM, CHU Rennes, Institut NUMECAN (Nutrition Metabolisms and Cancer), F-35000 Rennes, France
| | - Andrew McQuillin
- Molecular Psychiatry Laboratory, Division of Psychiatry, University College London, London WC1E 6DE, UK
| | - Christophe Moreno
- CUB Hôpital Erasme, Université Libre de Bruxelles, clinique d'Hépatologie, Brussels, Belgium; Laboratory of Experimental Gastroenterology, Université Libre de Bruxelles, Brussels, Belgium
| | - Marsha Y Morgan
- UCL Institute for Liver & Digestive Health, Division of Medicine, Royal Free Campus, University College London, London NW3 2PF, UK
| | - Sebastian Mueller
- Department of Internal Medicine, Salem Medical Center and Center for Alcohol Research, University of Heidelberg, Zeppelinstraße 11-33, 69121 Heidelberg, Germany
| | - Beat Müllhaupt
- Department of Gastroenterology and Hepatology, University Hospital Zurich, Rämistrasse 100, CH-8901 Zurich, Switzerland
| | - Laura E Nagy
- Lerner Research Institute, 9500 Euclid Avenue, Cleveland, Ohio, OH 44195, USA
| | - Pierre Nahon
- Service d'Hépatologie, APHP Hôpital Avicenne et Université Paris 13, Bobigny, France; University Paris 13, Bobigny, France; Inserm U1162 Génomique fonctionnelle des tumeurs solides, Paris, France
| | - Bertrand Nalpas
- Service Addictologie, CHRU Caremeau, 30029 Nîmes, France; DISC, Inserm, 75013 Paris, France
| | - Sylvie Naveau
- Hôpital Antoine-Béclère, UM1, INSERM U1018, 157 Rue de la Porte de Trivaux, 92140 Clamart, France
| | - Pascal Perney
- Hôpital Universitaire Caremeau, Place du Pr. Robert Debre, 30029 Nîmes, France
| | - Munir Pirmohamed
- MRC Centre for Drug Safety Science, Liverpool Centre for Alcohol Research, University of Liverpool, The Royal Liverpool and Broadgreen University Hospitals NHS Trust, and Liverpool Health Partners, Liverpool, L69 3GL, UK
| | - Helmut K Seitz
- Department of Internal Medicine, Salem Medical Center and Center for Alcohol Research, University of Heidelberg, Zeppelinstraße 11-33, 69121 Heidelberg, Germany
| | - Michael Soyka
- Psychiatric Hospital University of Munich, Nussbaumsstr.7, 80336 Munich, Germany; Privatklinik Meiringen, Willigen, CH 3860 Meiringen, Switzerland
| | - Felix Stickel
- Department of Gastroenterology and Hepatology, University Hospital Zurich, Rämistrasse 100, CH-8901 Zurich, Switzerland
| | - Andrew Thompson
- MRC Centre for Drug Safety Science, Liverpool Centre for Alcohol Research, University of Liverpool, The Royal Liverpool and Broadgreen University Hospitals NHS Trust, and Liverpool Health Partners, Liverpool, L69 3GL, UK; Health Analytics, Lane Clark & Peacock LLP, London, UK
| | - Mark R Thursz
- Department of Metabolism, Digestion & Reproduction, Imperial College London, UK
| | - Eric Trépo
- CUB Hôpital Erasme, Université Libre de Bruxelles, clinique d'Hépatologie, Brussels, Belgium; Laboratory of Experimental Gastroenterology, Université Libre de Bruxelles, Brussels, Belgium
| | - Timothy R Morgan
- Department of Veterans Affairs, VA Long Beach Healthcare System, 5901 East Seventh Street, Long Beach, CA 90822, USA; Department of Medicine, University of California, Irvine, USA
| | - Devanshi Seth
- Drug Health Services, Royal Prince Alfred Hospital, Missenden Road, Camperdown, NSW 2050, Australia; Faculty of Medicine and Health, the University of Sydney, Sydney, NSW 2006, Australia; Centenary Institute of Cancer Medicine and Cell Biology, the University of Sydney, Sydney, NSW 2006, Australia.
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9
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Govaere O, Petersen SK, Martinez-Lopez N, Wouters J, Van Haele M, Mancina RM, Jamialahmadi O, Bilkei-Gorzo O, Lassen PB, Darlay R, Peltier J, Palmer JM, Younes R, Tiniakos D, Aithal GP, Allison M, Vacca M, Göransson M, Berlinguer-Palmini R, Clark JE, Drinnan MJ, Yki-Järvinen H, Dufour JF, Ekstedt M, Francque S, Petta S, Bugianesi E, Schattenberg JM, Day CP, Cordell HJ, Topal B, Clément K, Romeo S, Ratziu V, Roskams T, Daly AK, Anstee QM, Trost M, Härtlova A. Macrophage scavenger receptor 1 mediates lipid-induced inflammation in non-alcoholic fatty liver disease. J Hepatol 2022; 76:1001-1012. [PMID: 34942286 DOI: 10.1016/j.jhep.2021.12.012] [Citation(s) in RCA: 47] [Impact Index Per Article: 23.5] [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: 03/26/2021] [Revised: 12/05/2021] [Accepted: 12/07/2021] [Indexed: 12/29/2022]
Abstract
BACKGROUND & AIMS Obesity-associated inflammation is a key player in the pathogenesis of non-alcoholic fatty liver disease (NAFLD). However, the role of macrophage scavenger receptor 1 (MSR1, CD204) remains incompletely understood. METHODS A total of 170 NAFLD liver biopsies were processed for transcriptomic analysis and correlated with clinicopathological features. Msr1-/- and wild-type mice were subjected to a 16-week high-fat and high-cholesterol diet. Mice and ex vivo human liver slices were treated with a monoclonal antibody against MSR1. Genetic susceptibility was assessed using genome-wide association study data from 1,483 patients with NAFLD and 430,101 participants of the UK Biobank. RESULTS MSR1 expression was associated with the occurrence of hepatic lipid-laden foamy macrophages and correlated with the degree of steatosis and steatohepatitis in patients with NAFLD. Mice lacking Msr1 were protected against diet-induced metabolic disorder, showing fewer hepatic foamy macrophages, less hepatic inflammation, improved dyslipidaemia and glucose tolerance, and altered hepatic lipid metabolism. Upon induction by saturated fatty acids, MSR1 induced a pro-inflammatory response via the JNK signalling pathway. In vitro blockade of the receptor prevented the accumulation of lipids in primary macrophages which inhibited the switch towards a pro-inflammatory phenotype and the release of cytokines such as TNF-ɑ. Targeting MSR1 using monoclonal antibody therapy in an obesity-associated NAFLD mouse model and human liver slices resulted in the prevention of foamy macrophage formation and inflammation. Moreover, we identified that rs41505344, a polymorphism in the upstream transcriptional region of MSR1, was associated with altered serum triglycerides and aspartate aminotransferase levels in a cohort of over 400,000 patients. CONCLUSIONS Taken together, our data suggest that MSR1 plays a critical role in lipid-induced inflammation and could thus be a potential therapeutic target for the treatment of NAFLD. LAY SUMMARY Non-alcoholic fatty liver disease (NAFLD) is a chronic disease primarily caused by excessive consumption of fat and sugar combined with a lack of exercise or a sedentary lifestyle. Herein, we show that the macrophage scavenger receptor MSR1, an innate immune receptor, mediates lipid uptake and accumulation in Kupffer cells, resulting in liver inflammation and thereby promoting the progression of NAFLD in humans and mice.
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Affiliation(s)
- Olivier Govaere
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom.
| | - Sine Kragh Petersen
- Wallenberg Centre for Molecular and Translational Medicine, Department of Microbiology and Immunology at Institute of Biomedicine, University of Gothenburg, Gothenburg, Sweden
| | - Nuria Martinez-Lopez
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Department of Radiation Oncology, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Jasper Wouters
- Center for Brain & Disease Research, VIB-KU Leuven, Leuven, Belgium; Department of Human Genetics, KU Leuven, Leuven, Belgium
| | - Matthias Van Haele
- Department of Imaging and Pathology, Translational Cell and Tissue Research, KU Leuven and University Hospitals Leuven, Leuven, Belgium
| | - Rosellina M Mancina
- The Wallenberg Laboratory for Cardiovascular and Metabolic Research, Department of Molecular and Clinical Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Oveis Jamialahmadi
- The Wallenberg Laboratory for Cardiovascular and Metabolic Research, Department of Molecular and Clinical Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Orsolya Bilkei-Gorzo
- Wallenberg Centre for Molecular and Translational Medicine, Department of Microbiology and Immunology at Institute of Biomedicine, University of Gothenburg, Gothenburg, Sweden
| | - Pierre Bel Lassen
- Nutrition and obesity: systemic approaches, Inserm, Sorbonne University, Paris, France
| | - Rebecca Darlay
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Julien Peltier
- Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Jeremy M Palmer
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Ramy Younes
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom; Department of Medical Sciences, Division of Gastro-Hepatology, A.O. Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | - Dina Tiniakos
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom; Department of Pathology, Aretaieio Hospital, National & Kapodistrian University of Athens, Athens, Greece
| | - Guruprasad P Aithal
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and University of Nottingham, Nottingham, United Kingdom
| | - Michael Allison
- Liver Unit, Department of Medicine, Cambridge NIHR Biomedical Research Centre, Cambridge University NHS Foundation Trust, United Kingdom
| | - Michele Vacca
- University of Cambridge Metabolic Research Laboratories, Wellcome-MRC Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Melker Göransson
- Bioscience COPD/IPF, Research and Early Development, Respiratory and Immunology (R&I), BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | | | - James E Clark
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Michael J Drinnan
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Hannele Yki-Järvinen
- Minerva Foundation Institute for Medical Research and Department of Medicine, University of Helsinki, Helsinki, Finland
| | - Jean-Francois Dufour
- University Clinic for Visceral Surgery and Medicine, University of Bern, Bern, Switzerland; Hepatology, Department of Biomedical Research, University of Bern, Bern, Switzerland
| | - Mattias Ekstedt
- Division of Gastroenterology and Hepatology, Department of Medicine and Health Sciences, Linköping University, Linköping, Sweden
| | - Sven Francque
- Department of Gastroenterology and Hepatology, Antwerp University Hospital & University of Antwerp, Antwerp, Belgium
| | - Salvatore Petta
- Sezione di Gastroenterologia, Dipartimento Biomedico di Medicina Interna e Specialistica, Università di Palermo, Palermo, Italy
| | - Elisabetta Bugianesi
- Department of Medical Sciences, Division of Gastro-Hepatology, A.O. Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | | | - Christopher P Day
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Heather J Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Baki Topal
- Department of Abdominal Surgery, KU Leuven and University Hospitals Leuven, Leuven, Belgium
| | - Karine Clément
- Nutrition and obesity: systemic approaches, Inserm, Sorbonne University, Paris, France
| | - Stefano Romeo
- The Wallenberg Laboratory for Cardiovascular and Metabolic Research, Department of Molecular and Clinical Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Vlad Ratziu
- Assistance Publique-Hôpitaux de Paris, hôpital Beaujon, University Paris-Diderot, Paris, France
| | - Tania Roskams
- Department of Imaging and Pathology, Translational Cell and Tissue Research, KU Leuven and University Hospitals Leuven, Leuven, Belgium
| | - Ann K Daly
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Quentin M Anstee
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom; Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne, United Kingdom.
| | - Matthias Trost
- Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom.
| | - Anetta Härtlova
- Wallenberg Centre for Molecular and Translational Medicine, Department of Microbiology and Immunology at Institute of Biomedicine, University of Gothenburg, Gothenburg, Sweden; Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom.
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Cordell HJ, Fryett JJ, Ueno K, Darlay R, Aiba Y, Hitomi Y, Kawashima M, Nishida N, Khor SS, Gervais O, Kawai Y, Nagasaki M, Tokunaga K, Tang R, Shi Y, Li Z, Juran BD, Atkinson EJ, Gerussi A, Carbone M, Asselta R, Cheung A, de Andrade M, Baras A, Horowitz J, Ferreira MA, Sun D, Jones DE, Flack S, Spicer A, Mulcahy VL, Byun J, Han Y, Sandford RN, Lazaridis KN, Amos CI, Hirschfield GM, Seldin MF, Invernizzi P, Siminovitch KA, Ma X, Nakamura M, Mells GF. Corrigendum to 'An international genome-wide meta-analysis of primary biliary cholangitis: Novel risk loci and candidate drugs' [J Hepatol 2021;75(3):572-581]. J Hepatol 2022; 76:489. [PMID: 34895949 PMCID: PMC8935376 DOI: 10.1016/j.jhep.2021.11.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Affiliation(s)
- Heather J. Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - James J. Fryett
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Kazuko Ueno
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Rebecca Darlay
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Yoshihiro Aiba
- Clinical Research Center, National Hospital Organization, Nagasaki Medical Center, Omura, Japan
| | - Yuki Hitomi
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Minae Kawashima
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Nao Nishida
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Seik-Soon Khor
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Olivier Gervais
- Human Biosciences Unit for the Top Global Course Center for the Promotion of Interdisciplinary Education and Research, Kyoto University, Kyoto, Japan,Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Yosuke Kawai
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Masao Nagasaki
- Human Biosciences Unit for the Top Global Course Center for the Promotion of Interdisciplinary Education and Research, Kyoto University, Kyoto, Japan,Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Katsushi Tokunaga
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Ruqi Tang
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai JiaoTong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Yongyong Shi
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, Shanghai, China,Affiliated Hospital of Qingdao University and Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, Qingdao, China
| | - Zhiqiang Li
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, Shanghai, China,Affiliated Hospital of Qingdao University and Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, Qingdao, China
| | - Brian D. Juran
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States
| | - Elizabeth J. Atkinson
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States
| | - Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Marco Carbone
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Rosanna Asselta
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy,Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Angela Cheung
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States
| | - Mariza de Andrade
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States
| | - Aris Baras
- Regeneron Genetics Center, Tarrytown, New York, United States
| | - Julie Horowitz
- Regeneron Genetics Center, Tarrytown, New York, United States
| | | | - Dylan Sun
- Regeneron Genetics Center, Tarrytown, New York, United States
| | - David E. Jones
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Steven Flack
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Ann Spicer
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Victoria L. Mulcahy
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Jinyoung Byun
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, United States
| | - Younghun Han
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, United States
| | - Richard N. Sandford
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | | | - Christopher I. Amos
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, United States
| | - Gideon M. Hirschfield
- Toronto Centre for Liver Disease, Division of Gastroenterology and Hepatology, University of Toronto, Toronto, Ontario, Canada
| | | | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy,European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Katherine A. Siminovitch
- Departments of Medicine, Immunology and Medical Sciences, University of Toronto, Toronto, Ontario, Canada,Mount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute and Toronto General Research Institute, Toronto, Ontario, Canada
| | - Xiong Ma
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai JiaoTong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Minoru Nakamura
- Clinical Research Center, National Hospital Organization, Nagasaki Medical Center, Omura, Japan,Department of Hepatology, Nagasaki University Graduate School of Biomedical Sciences, Omura, Japan
| | - George F. Mells
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom,Corresponding author. Address: Academic Department of Medical Genetics, University of Cambridge, Box 238, Addenbrooke’s Hospital, Hills Road, Cambridge CB2 0QQ, United Kingdom.
| | - Canadian PBC ConsortiumSiminovitchKatherine A.252627HirschfieldGideon M.28MasonAndrew29VincentCatherine30XieGang31ZhangJinyi32Departments of Medicine, Immunology and Medical Sciences, University of Toronto, CanadaMount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute, CanadaToronto General Research Institute, Toronto, Ontario, CanadaToronto Centre for Liver Disease, Division of Gastroenterology and Hepatology, University of Toronto, Toronto, Ontario, CanadaDept of Medicine, University of Alberta, Edmonton, Alberta, CanadaUniversite de Montreal Hospital Centre, Saint-Luc Hospital, Montreal, Quebec, CanadaLunenfeld Tanenbaum Research Institute, Toronto, CanadaLunenfeld Tanenbaum Research Institute, Toronto, Canada
| | - Chinese PBC ConsortiumTangRuqi33MaXiong33LiZhiqiang3435ShiYongyong3435Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Institute of Digestive Disease, ChinaBio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, ChinaAffiliated Hospital of Qingdao University and Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, China
| | - Italian PBC Study GroupAffrontiAndrea36AlmasioPiero L.37AlvaroDomenico38AndreonePietro39AndriulliAngelo40AzzaroliFrancesco41BattezzatiPier Maria42BenedettiAntonio43BragazziMaria Consiglia44BrunettoMaurizia45BrunoSavino46CalvarusoVincenza47CardinaleVincenzo48CasellaGiovanni49CazzagonNora50CiaccioAntonio51CocoBarbara52ColliAgostino53ColloredoGuido54ColomboMassimo55ColomboSilvia56CristoferiLaura57CursaroCarmela58CrocèLory Saveria59CrosignaniAndrea60D’AmatoDaphne61DonatoFrancesca62EliaGianfranco63FabrisLuca64FagiuoliStefano65FerrariCarlo66FloreaniAnnarosa67GalliAndrea68GianniniEdoardo69GrattaglianoIgnazio70LamperticoPietro71LleoAna72MalinvernoFederica73MancusoClara74MarraFabio75MarzioniMarco76MassironiSara77MattaliaAlberto78MieleLuca79MilaniChiara80MoriniLorenzo81MoriscoFilomena82MuratoriLuigi83MuratoriPaolo84NiroGrazia A.85O’DonnellSarah86PicciottoAntonio87PortincasaPiero88RigamontiCristina89RoncaVincenzo90RosinaFloriano91SpinziGiancarlo92StrazzaboscoMario93TarocchiMirko94TiribelliClaudio95ToniuttoPierluigi96ValentiLuca97VinciMaria98ZuinMassimo99Azienda Ospedaliera Ospedali Riuniti Villa Sofia-Cervello, Palermo, ItalyGastroenterology & Hepatology Unit, Di.Bi.M.I.S., University of Palermo, Palermo, ItalyDepartment of Medico-Surgical Sciences and Biotechnologies, Polo Pontino, University Sapienza of Rome; Eleonora Lorillard Spencer-Cenci Foundation, Rome, ItalyDepartment of Medical and Surgical Sciences, Bologna University, Bologna, ItalyIRCCS Casa Sollievo della Sofferenza Hospital, San Giovanni Rotondo, ItalyDepartment of Medical and Surgical Sciences (DIMEC) University of Bologna, Bologna, ItalySan Paolo Hospital Medical School, Università di Milano, Milan, ItalyUniversitàPolitecnica delle Marche, Ancona, ItalyDepartment of Medico-Surgical Sciences and Biotechnologies, Polo Pontino, University Sapienza of Rome, Rome, ItalyAzienda Ospedaliera Universitaria Pisana, Pisa, ItalyDepartment of Internal Medicine, Ospedale Fatebene Fratelli e Oftalmico, Milan, ItalySezione di Gastroenterologia e Epatologia, Dipartimento Biomedico di Medicina Interna e Specialistica (Di.Bi.M.I.S.) University of Palermo, Palermo, ItalyDepartment of Medico-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Viale dell'Università37, 00185, Rome, ItalyMedical Department, Desio Hospital, Desio, ItalyDepartment of Surgery, Oncology and Gastroenterology, University of Padua, Padova, ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalyAzienda Ospedaliera Universitaria Pisana, Pisa, ItalyDepartment of Internal Medicine, AO Provincia di Lecco, Lecco, ItalyDepartment of Internal Medicine, San Pietro Hospital, Bergamo, Ponte San Pietro, ItalyHumanitas Clinical and Research Center, IRCCS, Rozzano, ItalyTreviglio Hospital, Treviglio, ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalyHepatology Unit, Department of Medical and Surgical Sciences, University Hospital of Bologna, ItalyUniversity of Trieste, & Fondazione Italiana Fegato (FIF) Trieste, ItalySan Paolo Hospital Medical School, Universitàdi Milano, Milan, ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalyFondazione IRCCS Ca’ Granda, Ospedale Maggiore Policlinico, Milan, ItalyAzienda Ospedaliero-Universitaria di Parma, Parma, ItalyUniversity of Padova, Padova, ItalyGastroenterologia Epatologia e Trapiantologia, Papa Giovanni XXIII Hospital, Bergamo, ItalyAzienda Ospedaliero-Universitaria di Parma, Parma, ItalyDepartment. of Surgical, Oncological and Gastroenterological Sciences, University of Padova, Padova, ItalyUniversity of Florence, Florence, ItalyGastroenterology Unit, Department Internal Medicine, Policlinico San Martino, University of Genoa, Genoa, ItalyItalian College of General Practicioners, ASL Bari, ItalyDivision of Gastroenterology and Hepatology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, ItalyDepartment of Biomedical Sciences, Humanitas University, Division of Internal Medicine and Hepatology, Department of Gastroenterology, Humanitas Clinical and Research Center IRCCS, Via A. Manzoni 56, 20089 Rozzano (MI), ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalyUniversity of Florence, Florence, ItalyUniversità Politecnica delle Marche, Ancona, ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalySanta Croce Carle Hospital, Cuneo, ItalyInternal Medicine, Gastroenterology and Liver Unit, A. Gemelli Polyclinic, Sacro Cuore Catholic University, 20123 Rome, ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalyMagenta Hospital, Magenta, ItalyUniversity of Naples, Federico II, Naples, ItalyDepartment of Clinical Medicine, University of Bologna, Bologna, ItalyDepartment of Clinical Medicine, University of Bologna, Bologna, ItalyIRCCS Casa Sollievo della Sofferenza Hospital, San Giovanni Rotondo, ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalyUniversity of Genoa, Genoa, ItalyDepartment of Interdisciplinary Medicine, University Medical School, Bari, ItalyDepartment of Translational Medicine, Universitàdel Piemonte Orientale UPO, 28100 Novara, ItalyDivision of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, ItalyDivision of Gastroenterology & Hepatology, Center for Predictive Medicine, Gradenigo Hospital, Turin, ItalyAzienda Ospedaliera Valduce, Como, ItalyYale University, New Haven, Connecticut, USAUniversity of Florence, Florence, ItalyUniversity of Trieste, & Fondazione Italiana Fegato (FIF) Trieste, ItalyUniversity of Udine, Udine, ItalyInternal Medicine and Metabolic Diseases, Fondazione IRCCS Ca' Granda Ospedale Policlinico Milano, Department of Pathophysiology and Transplantation, Universitàdegli Studi di Milano, Milan, ItalyOspedale Niguarda, Milan, ItalySan Paolo Hospital Medical School, Università di Milano, Milan, Italy
| | - Japan-PBC-GWAS ConsortiumNakamuraHitomi100AbiruSeigo100NagaokaShinya100KomoriAtsumasa100YatsuhashiHiroshi100IshibashiHiromi100ItoMasahiro100MigitaKiyoshi101OhiraHiromasa101KatsushimaShinji102NaganumaAtsushi102SugiKazuhiro102KomatsuTatsuji102MannamiTomohiko102MatsushitaKouki102YoshizawaKaname102MakitaFujio102NikamiToshiki102NishimuraHideo102KounoHiroshi102KounoHirotaka102OtaHajime102KomuraTakuya102NakamuraYoko102ShimadaMasaaki102HirashimaNoboru102KomedaToshiki102ArioKeisuke102NakamutaMakoto102YamashitaTsutomu102FurutaKiyoshi102KikuchiMasahiro102NaeshiroNoriaki102TakahashiHironao102ManoYutaka102TsunematsuSeiji102YabuuchiIwao102ShimadaYusuke102YamauchiKazuhiko102SugimotoRie102SakaiHironori102MitaEiji102KodaMasaharu102TsurutaSatoru102KamitsukasaHiroshi102SatoTakeaki102MasakiNaohiko102KobataTatsuro102FukushimaNobuyoshi102OharaYukio102MuroToyokichi102TakesakiEiichi102TakakiHitoshi102YamamotoTetsuo102KatoMichio102NagaokiYuko102HayashiShigeki102IshidaJinya102WatanabeYukio102KobayashiMasakazu102KogaMichiaki102SaoshiroTakeo102YaguraMichiyasu102HirataKeisuke102TanakaAtsushu103TakikawaHajime103ZeniyaMikio104AbeMasanori105OnjiMorikazu105KanekoShuichi106HondaMasao106AraiKuniaki106Arinaga-HinoTeruko107HashimotoEtsuko108TaniaiMakiko108UmemuraTakeji109JoshitaSatoru109NakaoKazuhiko110IchikawaTatsuki110ShibataHidetaka110YamagiwaSatoshi111SeikeMasataka112HondaKoichi112SakisakaShotaro113TakeyamaYasuaki113HaradaMasaru114SenjuMichio114YokosukaOsamu115KandaTatsuo115UenoYoshiyuki116KikuchiKentaro117EbinumaHirotoshi118HimotoTakashi119YasunamiMichio120MurataKazumoto121MizokamiMasashi121KawataKazuhito122ShimodaShinji123MiyakeYasuhiro124TakakiAkinobu124YamamotoKazuhide124HiranoKatsuji125IchidaTakafumi125IdoAkio126TsubouchiHirohito126ChayamaKazuaki127HaradaKenichi128NakanumaYasuni128MaeharaYoshihiko129TaketomiAkinobu129ShirabeKen129SoejimaYuji129MoriAkira130YagiShintaro130UemotoShinji130HEgawa131TanakaTomohiro132YamashikiNoriyo132TamuraSumito133SugawaraYasuhiro133KokudoNorihiro133Clinical Research Center, National Hospital Organization (NHO) Nagasaki Medical Center, Omura, JapanDepartment of Gastroenterology and Rheumatic Diseases, Fukushima Medical University of Medicine, Fukushima, JapanHeadquaters of PBC Research in the NHO Study Group for Liver Disease in Japan (NHOSLJ), Clinical Research Center, NHO Nagasaki Medical Center, Omura, Nagasaki, JapanDepartment of Medicine, Teikyo University School of Medicine, Tokyo, JapanDepartment of Gastroenterology and Hepatology, Tokyo Jikei University School of Medicine, Tokyo, JapanDepartment of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Matsuyama, JapanDepartment of Gastroenterology, Kanazawa University Graduate School of Medicine, Kanazawa, JapanDivision of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, JapanDepartment of Medicine and Gastroenterology, Tokyo Women’s Medical University, Tokyo, JapanDepartment of Medicine, Division of Gastroenterology and Hepatology, Shinshu University School of Medicine, Matsumoto, JapanDepartment of Gastroenterology and Hepatology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, JapanDivision of Gastroenterology and Hepatology,Niigata University Graduate School of Medical and Dental Sciences, Niigata, JapanFaculty of Medicine, Oita University, Oita, JapanDepartment of Gastroenterology and Medicine, Fukuoka University School of Medicine, Fukuoka, JapanThe Third Department of Internal Medicine, School of Medicine, University of Occupational and Environmental Health, Kitakyushu, JapanDepartment of Medicine and Clinical Oncology, Graduate School of Medicine, Chiba University, Chiba, JapanDepartment of Gastroenterology, Yamagata University Faculty of Medicine, Yamagata, JapanDepartment of Internal Medicine, Teikyo University Mizonokuchi Hospital, Kawasaki, JapanDivision of Gastroenterology and Hepatology, Department of Internal Medicine, Keio Graduate School of Medicine, Tokyo, JapanDepartment of Medical Technology, Kagawa Prefectural University of Health Sciences, Kagawa, JapanDepartment of Clinical Medicine, Institute of Tropical Medicine, Nagasaki University, Nagasakin, JapanThe Research Center for Hepatitis and Immunology, National Center for Global Health and Medicine, Ichikawa, JapanHepatology Division, Department of Internal Medicine II, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka JapanDepartment of Medicine and Biosystemic Science, Kyushu University Graduate School of Medical Sciences, Fukuoka, JapanDepartment of Gastroenterology and Hepatology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, JapanDepartment of Gastroenterology and Hepatology, Juntendo University Shizuoka Hospital, Shizuoka, JapanDepartment of Digestive and Lifestyle–Related Disease, Kagoshima University Graduate School of Medical and Dental Science, Kagoshima, JapanDepartment of Gastroenterology and Metabolism, Applied Life Sciences, Institute of Biomedical & Health Sciences, Hiroshima University, Hiroshima, JapanDepartment of Human Pathology, Kanazawa University Graduate School of Medicine, Kanazawa, JapanDepartment of Surgery and Science, Kyushu University Graduate School of Medical Sciences, Fukuoka, JapanDivision of Hepato-Biliary-Pancreatic and Transplant Surgery, Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, JapanDepartment of Surgery, Tokyo Women’s Medical University, Tokyo, JapanOrgan Transplantation Service, The University of Tokyo, Tokyo, JapanHepatobiliary and Pancreatic Surgery Division and Artificial Organ and Transplantation Division, Department of Surgery, Graduate School of Medicine, The University of Tokyo, Japan
| | - US PBC ConsortiumJuranBrian D.134AtkinsonElizabeth J.135CheungAngela136de AndradeMariza137LazaridisKonstantinos N.138ChalasaniNaga139LuketicVel140OdinJoseph141ChopraKapil142BarasAris143HorowitzJulie143AbecasisGoncalo143CantorMichael143CoppolaGiovanni143EconomidesAris143LottaLuca A.143OvertonJohn D.143ReidJeffrey G.143ShuldinerAlan143BeechertChristina143ForsytheCaitlin143FullerErin D.143GuZhenhua143LattariMichael143LopezAlexander143OvertonJohn D.143SchleicherThomas D.143PadillaMaria Sotiropoulos143ToledoKarina143WidomLouis143WolfSarah E.143PradhanManasi143ManoochehriKia143UlloaRicardo H.143BaiXiaodong143BalasubramanianSuganthi143BarnardLeland143BlumenfeldAndrew143EomGisu143HabeggerLukas143HawesAlicia143KhalidShareef143ReidJeffrey G.143MaxwellEvan K.143SalernoWilliam143StaplesJeffrey C.143JonesMarcus B.143MitnaulLyndon J.143Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United StatesDivision of Biomedical Statistics and Informatics Mayo Clinic, Rochester, Minnesota, United StatesDivision of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United StatesDivision of Biomedical Statistics and Informatics Mayo Clinic, Rochester, Minnesota, United StatesDivision of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United StatesIndiana University, Indiana, United StatesVirginia Commonwealth University, Virginia, United StatesIcahn School of Medicine, Mount Sinai, New York, United StatesUniversity of Pittsburgh, United StatesRegeneron, United States
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Whitfield JB, Schwantes-An TH, Darlay R, Aithal GP, Atkinson SR, Bataller R, Botwin G, Chalasani NP, Cordell HJ, Daly AK, Day CP, Eyer F, Foroud T, Gleeson D, Goldman D, Haber PS, Jacquet JM, Liang T, Liangpunsakul S, Masson S, Mathurin P, Moirand R, McQuillin A, Moreno C, Morgan MY, Mueller S, Müllhaupt B, Nagy LE, Nahon P, Nalpas B, Naveau S, Perney P, Pirmohamed M, Seitz HK, Soyka M, Stickel F, Thompson A, Thursz MR, Trépo E, Morgan TR, Seth D. A genetic risk score and diabetes predict development of alcohol-related cirrhosis in drinkers. J Hepatol 2022; 76:275-282. [PMID: 34656649 PMCID: PMC8803006 DOI: 10.1016/j.jhep.2021.10.005] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [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: 05/25/2021] [Revised: 09/06/2021] [Accepted: 10/05/2021] [Indexed: 02/08/2023]
Abstract
BACKGROUND & AIMS Only a minority of excess alcohol drinkers develop cirrhosis. We developed and evaluated risk stratification scores to identify those at highest risk. METHODS Three cohorts (GenomALC-1: n = 1,690, GenomALC-2: n = 3,037, UK Biobank: relevant n = 6,898) with a history of heavy alcohol consumption (≥80 g/day (men), ≥50 g/day (women), for ≥10 years) were included. Cases were participants with alcohol-related cirrhosis. Controls had a history of similar alcohol consumption but no evidence of liver disease. Risk scores were computed from up to 8 genetic loci identified previously as associated with alcohol-related cirrhosis and 3 clinical risk factors. Score performance for the stratification of alcohol-related cirrhosis risk was assessed and compared across the alcohol-related liver disease spectrum, including hepatocellular carcinoma (HCC). RESULTS A combination of 3 single nucleotide polymorphisms (SNPs) (PNPLA3:rs738409, SUGP1-TM6SF2:rs10401969, HSD17B13:rs6834314) and diabetes status best discriminated cirrhosis risk. The odds ratios (ORs) and (95% CIs) between the lowest (Q1) and highest (Q5) score quintiles of the 3-SNP score, based on independent allelic effect size estimates, were 5.99 (4.18-8.60) (GenomALC-1), 2.81 (2.03-3.89) (GenomALC-2), and 3.10 (2.32-4.14) (UK Biobank). Patients with diabetes and high risk scores had ORs of 14.7 (7.69-28.1) (GenomALC-1) and 17.1 (11.3-25.7) (UK Biobank) compared to those without diabetes and with low risk scores. Patients with cirrhosis and HCC had significantly higher mean risk scores than patients with cirrhosis alone (0.76 ± 0.06 vs. 0.61 ± 0.02, p = 0.007). Score performance was not significantly enhanced by information on additional genetic risk variants, body mass index or coffee consumption. CONCLUSIONS A risk score based on 3 genetic risk variants and diabetes status enables the stratification of heavy drinkers based on their risk of cirrhosis, allowing for the provision of earlier preventative interventions. LAY SUMMARY Excessive chronic drinking leads to cirrhosis in some people, but so far there is no way to identify those at high risk of developing this debilitating disease. We developed a genetic risk score that can identify patients at high risk. The risk of cirrhosis is increased >10-fold with just two risk factors - diabetes and a high genetic risk score. Risk assessment using this test could enable the early and personalised management of this disease in high-risk patients.
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Affiliation(s)
- John B Whitfield
- Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Queensland 4029, Australia.
| | - Tae-Hwi Schwantes-An
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis IN, USA
| | - Rebecca Darlay
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, International Centre for Life, Central Parkway, Newcastle upon Tyne NE1 3BZ, United Kingdom
| | - Guruprasad P Aithal
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals and the University of Nottingham, Nottingham NG7 2UH, United Kingdom
| | - Stephen R Atkinson
- Department of Metabolism, Digestion & Reproduction, Imperial College London, UK
| | - Ramon Bataller
- Center for Liver Diseases, University of Pittsburgh Medical Center, 3471 Fifth Avenue, Pittsburgh, PA 15213, USA
| | - Greg Botwin
- Department of Veterans Affairs, VA Long Beach Healthcare System, 5901 East Seventh Street, Long Beach, CA 90822, USA; F. Widjaja Family Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California CA 90048, USA
| | - Naga P Chalasani
- Department of Medicine, Indiana University, Indianapolis, Indiana, IN 46202-5175, USA
| | - Heather J Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, International Centre for Life, Central Parkway, Newcastle upon Tyne NE1 3BZ, United Kingdom
| | - Ann K Daly
- Faculty of Medical Sciences, Newcastle University Medical School, Framlington Place, Newcastle upon Tyne NE2 4HH, United Kingdom
| | - Christopher P Day
- Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, United Kingdom
| | - Florian Eyer
- Division of Clinical Toxicology, Department of Internal Medicine 2, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675 Munich, Germany
| | - Tatiana Foroud
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis IN, USA
| | - Dermot Gleeson
- Liver Unit, Sheffield Teaching Hospitals, AO Floor Robert Hadfield Building, Northern General Hospital, Sheffied S5 7AU, UK
| | - David Goldman
- Laboratory of Neurogenetics, NIAAA, Rockville, MD 20852, USA
| | - Paul S Haber
- Drug Health Services, Royal Prince Alfred Hospital, Missenden Road, Camperdown, NSW 2050, Australia; Faculty of Medicine and Health, the University of Sydney, Sydney, NSW 2006, Australia
| | | | - Tiebing Liang
- Department of Medicine, Indiana University, Indianapolis, Indiana, IN 46202-5175, USA
| | - Suthat Liangpunsakul
- Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University and Roudebush Veterans Administration Medical Center, Indianapolis, USA
| | - Steven Masson
- Faculty of Medical Sciences, Newcastle University Medical School, Framlington Place, Newcastle upon Tyne NE2 4HH, United Kingdom
| | - Philippe Mathurin
- CHRU de Lille, Hôpital Claude Huriez, Rue M. Polonovski CS 70001, 59 037 Lille Cedex, France
| | - Romain Moirand
- Univ Rennes, INRA, INSERM, CHU Rennes, Institut NUMECAN (Nutrition Metabolisms and Cancer), F-35000 Rennes, France
| | - Andrew McQuillin
- Molecular Psychiatry Laboratory, Division of Psychiatry, University College London, London WC1E 6DE, UK
| | - Christophe Moreno
- CUB Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium; Laboratory of Experimental Gastroenterology, Université Libre de Bruxelles, Brussels, Belgium
| | - Marsha Y Morgan
- UCL Institute for Liver & Digestive Health, Division of Medicine, Royal Free Campus, University College London, London NW3 2PF, UK
| | - Sebastian Mueller
- Department of Internal Medicine, Salem Medical Center and Center for Alcohol Research, University of Heidelberg, Zeppelinstraße 11-33, 69121 Heidelberg, Germany
| | - Beat Müllhaupt
- Department of Gastroenterology and Hepatology, University Hospital Zurich, Rämistrasse 100, CH-8901 Zurich, Switzerland
| | - Laura E Nagy
- Lerner Research Institute, 9500 Euclid Avenue, Cleveland, Ohio, OH 44195, USA
| | - Pierre Nahon
- Service d'Hépatologie, APHP Hôpital Avicenne et Université Paris 13, Bobigny, France; University Paris 13, Bobigny, France; Inserm U1162 Génomique fonctionnelle des tumeurs solides, Paris, France
| | - Bertrand Nalpas
- Service Addictologie, CHRU Caremeau, 30029 Nîmes, France; DISC, Inserm, 75013 Paris, France
| | - Sylvie Naveau
- Hôpital Antoine-Béclère, 157 Rue de la Porte de Trivaux, 92140 Clamart, France
| | - Pascal Perney
- Hôpital Universitaire Caremeau, Place du Pr. Robert Debre, 30029 Nîmes, France
| | - Munir Pirmohamed
- MRC Centre for Drug Safety Science and Wolfson Centre for Personalised Medicine, Institute of Translational Medicine, University of Liverpool, Liverpool, L69 3GL, UK
| | - Helmut K Seitz
- Department of Internal Medicine, Salem Medical Center and Center for Alcohol Research, University of Heidelberg, Zeppelinstraße 11-33, 69121 Heidelberg, Germany
| | - Michael Soyka
- Psychiatric Hospital University of Munich, Nussbaumsstr.7, 80336 Munich, Germany; Privatklinik Meiringen, Willigen, CH 3860 Meiringen, Switzerland
| | - Felix Stickel
- Department of Gastroenterology and Hepatology, University Hospital Zurich, Rämistrasse 100, CH-8901 Zurich, Switzerland
| | - Andrew Thompson
- MRC Centre for Drug Safety Science and Wolfson Centre for Personalised Medicine, Institute of Translational Medicine, University of Liverpool, Liverpool, L69 3GL, UK; Health Analytics, Lane Clark & Peacock LLP, London, UK
| | - Mark R Thursz
- Department of Metabolism, Digestion & Reproduction, Imperial College London, UK
| | - Eric Trépo
- CUB Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium; Laboratory of Experimental Gastroenterology, Université Libre de Bruxelles, Brussels, Belgium
| | - Timothy R Morgan
- Department of Veterans Affairs, VA Long Beach Healthcare System, 5901 East Seventh Street, Long Beach, CA 90822, USA; Department of Medicine, University of California, Irvine, USA
| | - Devanshi Seth
- Drug Health Services, Royal Prince Alfred Hospital, Missenden Road, Camperdown, NSW 2050, Australia; Faculty of Medicine and Health, the University of Sydney, Sydney, NSW 2006, Australia; Centenary Institute of Cancer Medicine and Cell Biology, the University of Sydney, Sydney, NSW 2006, Australia.
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12
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Lin WY, Fordham SE, Hungate E, Sunter NJ, Elstob C, Xu Y, Park C, Quante A, Strauch K, Gieger C, Skol A, Rahman T, Sucheston-Campbell L, Wang J, Hahn T, Clay-Gilmour AI, Jones GL, Marr HJ, Jackson GH, Menne T, Collin M, Ivey A, Hills RK, Burnett AK, Russell NH, Fitzgibbon J, Larson RA, Le Beau MM, Stock W, Heidenreich O, Alharbi A, Allsup DJ, Houlston RS, Norden J, Dickinson AM, Douglas E, Lendrem C, Daly AK, Palm L, Piechocki K, Jeffries S, Bornhäuser M, Röllig C, Altmann H, Ruhnke L, Kunadt D, Wagenführ L, Cordell HJ, Darlay R, Andersen MK, Fontana MC, Martinelli G, Marconi G, Sanz MA, Cervera J, Gómez-Seguí I, Cluzeau T, Moreilhon C, Raynaud S, Sill H, Voso MT, Lo-Coco F, Dombret H, Cheok M, Preudhomme C, Gale RE, Linch D, Gaal-Wesinger J, Masszi A, Nowak D, Hofmann WK, Gilkes A, Porkka K, Milosevic Feenstra JD, Kralovics R, Grimwade D, Meggendorfer M, Haferlach T, Krizsán S, Bödör C, Stölzel F, Onel K, Allan JM. Author Correction: Genome-wide association study identifies susceptibility loci for acute myeloid leukemia. Nat Commun 2022; 13:2. [PMID: 34983928 PMCID: PMC8727612 DOI: 10.1038/s41467-021-27679-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Affiliation(s)
- Wei-Yu Lin
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Sarah E Fordham
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Eric Hungate
- Section of Pediatric Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Nicola J Sunter
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Claire Elstob
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Yaobo Xu
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Catherine Park
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Anne Quante
- Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.,Ludwig-Maximilians-Universität München, Chair of Genetic Epidemiology, IBE, Faculty of Medicine, Munich, Germany
| | - Konstantin Strauch
- Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.,Ludwig-Maximilians-Universität München, Chair of Genetic Epidemiology, IBE, Faculty of Medicine, Munich, Germany
| | - Christian Gieger
- Ludwig-Maximilians-Universität München, Chair of Genetic Epidemiology, IBE, Faculty of Medicine, Munich, Germany
| | - Andrew Skol
- Section of Pediatric Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Thahira Rahman
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | | | - Junke Wang
- College of Pharmacy, The Ohio State University, Columbus, OH, USA
| | - Theresa Hahn
- Department of Medicine, Roswell Park Cancer Institute, Buffalo, NY, USA
| | - Alyssa I Clay-Gilmour
- Arnold School of Public Health, Department of Epidemiology & Biostatistics, University of South Carolina, Greenville, SC, USA
| | - Gail L Jones
- Department of Haematology, Freeman Hospital, Newcastle upon Tyne Hospitals National Health Service Foundation Trust, Newcastle upon Tyne, UK
| | - Helen J Marr
- Department of Haematology, Freeman Hospital, Newcastle upon Tyne Hospitals National Health Service Foundation Trust, Newcastle upon Tyne, UK
| | - Graham H Jackson
- Department of Haematology, Freeman Hospital, Newcastle upon Tyne Hospitals National Health Service Foundation Trust, Newcastle upon Tyne, UK
| | - Tobias Menne
- Department of Haematology, Freeman Hospital, Newcastle upon Tyne Hospitals National Health Service Foundation Trust, Newcastle upon Tyne, UK
| | - Mathew Collin
- Department of Haematology, Freeman Hospital, Newcastle upon Tyne Hospitals National Health Service Foundation Trust, Newcastle upon Tyne, UK
| | - Adam Ivey
- Department of Medical and Molecular Genetics, King's College Medical School, London, UK
| | - Robert K Hills
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Alan K Burnett
- Paul O'Gorman Leukaemia Research Centre, University of Glasgow, Glasgow, UK
| | - Nigel H Russell
- Department of Haematology, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Jude Fitzgibbon
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Richard A Larson
- Section of Pediatric Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Michelle M Le Beau
- Section of Pediatric Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Wendy Stock
- Section of Pediatric Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Olaf Heidenreich
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Abrar Alharbi
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - David J Allsup
- Centre for Atherothrombosis and Metabolic Disease, Hull York Medical School, Hull, UK
| | - Richard S Houlston
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Jean Norden
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Anne M Dickinson
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Elisabeth Douglas
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Clare Lendrem
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Ann K Daly
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Louise Palm
- West Midlands Regional Genetics Laboratory, Birmingham Women's Hospital, Birmingham, UK
| | - Kim Piechocki
- West Midlands Regional Genetics Laboratory, Birmingham Women's Hospital, Birmingham, UK
| | - Sally Jeffries
- West Midlands Regional Genetics Laboratory, Birmingham Women's Hospital, Birmingham, UK
| | - Martin Bornhäuser
- Department of Haematological Medicine, The Rayne Institute, King's College London, London, UK.,National Center for Tumor Diseases NCT, Partner site Dresden, Dresden, Germany.,Medizinische Klinik und Poliklinik I, University Hospital Carl Gustav Carus Dresden, Technical University of Dresden, Dresden, Germany
| | - Christoph Röllig
- Medizinische Klinik und Poliklinik I, University Hospital Carl Gustav Carus Dresden, Technical University of Dresden, Dresden, Germany
| | - Heidi Altmann
- Medizinische Klinik und Poliklinik I, University Hospital Carl Gustav Carus Dresden, Technical University of Dresden, Dresden, Germany
| | - Leo Ruhnke
- Medizinische Klinik und Poliklinik I, University Hospital Carl Gustav Carus Dresden, Technical University of Dresden, Dresden, Germany
| | - Desiree Kunadt
- Medizinische Klinik und Poliklinik I, University Hospital Carl Gustav Carus Dresden, Technical University of Dresden, Dresden, Germany
| | - Lisa Wagenführ
- Medizinische Klinik und Poliklinik I, University Hospital Carl Gustav Carus Dresden, Technical University of Dresden, Dresden, Germany
| | - Heather J Cordell
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Rebecca Darlay
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Mette K Andersen
- Department of Clinical Genetics, University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Maria C Fontana
- Institute of Hematology "L. and A. Seràgnoli", University of Bologna, Bologna, Italy.,IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Giovanni Martinelli
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Giovanni Marconi
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Miguel A Sanz
- Hematology Service, Hospital Universitario y Politécnico La Fe, Valencia, Spain.,CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - José Cervera
- Hematology Service, Hospital Universitario y Politécnico La Fe, Valencia, Spain.,CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Inés Gómez-Seguí
- Hematology Service, Hospital Universitario y Politécnico La Fe, Valencia, Spain.,CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Thomas Cluzeau
- Hematology department, Cote d'Azur University, CHU of Nice, Nice, France
| | - Chimène Moreilhon
- Hematology department, Cote d'Azur University, CHU of Nice, Nice, France
| | - Sophie Raynaud
- Hematology department, Cote d'Azur University, CHU of Nice, Nice, France
| | - Heinz Sill
- Division of Hematology, Medical University of Graz, Graz, Austria
| | - Maria Teresa Voso
- Università di Roma Tor Vergata, Dipartimento di Biomedicina e Prevenzione, Rome, Italy
| | - Francesco Lo-Coco
- Università di Roma Tor Vergata, Dipartimento di Biomedicina e Prevenzione, Rome, Italy
| | - Hervé Dombret
- Hôpital Saint-Louis, Institut Universitaire d'Hématologie, Université Paris Diderot, Paris, France
| | - Meyling Cheok
- Univ. Lille, Inserm, CHU Lille, UMR-S 1172 - JPArc - Centre de Recherche Jean-Pierre AUBERT Neurosciences et Cancer, F-59000, Lille, France
| | - Claude Preudhomme
- Univ. Lille, Inserm, CHU Lille, UMR-S 1172 - JPArc - Centre de Recherche Jean-Pierre AUBERT Neurosciences et Cancer, F-59000, Lille, France
| | - Rosemary E Gale
- Department of Haematology, University College London Cancer Institute, London, UK
| | - David Linch
- Department of Haematology, University College London Cancer Institute, London, UK
| | - Julia Gaal-Wesinger
- 1st Department of Internal Medicine, Semmewleis University, Budapest, Hungary
| | - Andras Masszi
- 3rd Department of Internal Medicine, Semmewleis University, Budapest, Hungary
| | - Daniel Nowak
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Wolf-Karsten Hofmann
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Amanda Gilkes
- Department of Haematology, University of Cardiff, Cardiff, UK
| | - Kimmo Porkka
- Helsinki University Hospital Comprehensive Cancer Center, Hematology Research Unit Helsinki, University of Helsinki, Helsinki, Finland
| | | | - Robert Kralovics
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - David Grimwade
- Department of Medical and Molecular Genetics, King's College Medical School, London, UK
| | | | | | - Szilvia Krizsán
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Csaba Bödör
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Friedrich Stölzel
- Medizinische Klinik und Poliklinik I, University Hospital Carl Gustav Carus Dresden, Technical University of Dresden, Dresden, Germany.
| | - Kenan Onel
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - James M Allan
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.
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13
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Lin WY, Fordham SE, Hungate E, Sunter NJ, Elstob C, Xu Y, Park C, Quante A, Strauch K, Gieger C, Skol A, Rahman T, Sucheston-Campbell L, Wang J, Hahn T, Clay-Gilmour AI, Jones GL, Marr HJ, Jackson GH, Menne T, Collin M, Ivey A, Hills RK, Burnett AK, Russell NH, Fitzgibbon J, Larson RA, Le Beau MM, Stock W, Heidenreich O, Alharbi A, Allsup DJ, Houlston RS, Norden J, Dickinson AM, Douglas E, Lendrem C, Daly AK, Palm L, Piechocki K, Jeffries S, Bornhäuser M, Röllig C, Altmann H, Ruhnke L, Kunadt D, Wagenführ L, Cordell HJ, Darlay R, Andersen MK, Fontana MC, Martinelli G, Marconi G, Sanz MA, Cervera J, Gómez-Seguí I, Cluzeau T, Moreilhon C, Raynaud S, Sill H, Voso MT, Lo-Coco F, Dombret H, Cheok M, Preudhomme C, Gale RE, Linch D, Gaal-Wesinger J, Masszi A, Nowak D, Hofmann WK, Gilkes A, Porkka K, Milosevic Feenstra JD, Kralovics R, Grimwade D, Meggendorfer M, Haferlach T, Krizsán S, Bödör C, Stölzel F, Onel K, Allan JM. Genome-wide association study identifies susceptibility loci for acute myeloid leukemia. Nat Commun 2021; 12:6233. [PMID: 34716350 PMCID: PMC8556284 DOI: 10.1038/s41467-021-26551-x] [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: 01/30/2020] [Accepted: 10/01/2021] [Indexed: 12/17/2022] Open
Abstract
Acute myeloid leukemia (AML) is a hematological malignancy with an undefined heritable risk. Here we perform a meta-analysis of three genome-wide association studies, with replication in a fourth study, incorporating a total of 4018 AML cases and 10488 controls. We identify a genome-wide significant risk locus for AML at 11q13.2 (rs4930561; P = 2.15 × 10-8; KMT5B). We also identify a genome-wide significant risk locus for the cytogenetically normal AML sub-group (N = 1287) at 6p21.32 (rs3916765; P = 1.51 × 10-10; HLA). Our results inform on AML etiology and identify putative functional genes operating in histone methylation (KMT5B) and immune function (HLA).
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Affiliation(s)
- Wei-Yu Lin
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Sarah E Fordham
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Eric Hungate
- Section of Pediatric Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Nicola J Sunter
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Claire Elstob
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Yaobo Xu
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Catherine Park
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Anne Quante
- Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Ludwig-Maximilians-Universität München, Chair of Genetic Epidemiology, IBE, Faculty of Medicine, Munich, Germany
| | - Konstantin Strauch
- Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Ludwig-Maximilians-Universität München, Chair of Genetic Epidemiology, IBE, Faculty of Medicine, Munich, Germany
| | - Christian Gieger
- Ludwig-Maximilians-Universität München, Chair of Genetic Epidemiology, IBE, Faculty of Medicine, Munich, Germany
| | - Andrew Skol
- Section of Pediatric Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Thahira Rahman
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | | | - Junke Wang
- College of Pharmacy, The Ohio State University, Columbus, OH, USA
| | - Theresa Hahn
- Department of Medicine, Roswell Park Cancer Institute, Buffalo, NY, USA
| | - Alyssa I Clay-Gilmour
- Arnold School of Public Health, Department of Epidemiology & Biostatistics, University of South Carolina, Greenville, USA
| | - Gail L Jones
- Department of Haematology, Freeman Hospital, Newcastle upon Tyne Hospitals National Health Service Foundation Trust, Newcastle upon Tyne, UK
| | - Helen J Marr
- Department of Haematology, Freeman Hospital, Newcastle upon Tyne Hospitals National Health Service Foundation Trust, Newcastle upon Tyne, UK
| | - Graham H Jackson
- Department of Haematology, Freeman Hospital, Newcastle upon Tyne Hospitals National Health Service Foundation Trust, Newcastle upon Tyne, UK
| | - Tobias Menne
- Department of Haematology, Freeman Hospital, Newcastle upon Tyne Hospitals National Health Service Foundation Trust, Newcastle upon Tyne, UK
| | - Mathew Collin
- Department of Haematology, Freeman Hospital, Newcastle upon Tyne Hospitals National Health Service Foundation Trust, Newcastle upon Tyne, UK
| | - Adam Ivey
- Department of Medical and Molecular Genetics, King's College Medical School, London, UK
| | - Robert K Hills
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Alan K Burnett
- Paul O'Gorman Leukaemia Research Centre, University of Glasgow, Glasgow, UK
| | - Nigel H Russell
- Department of Haematology, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Jude Fitzgibbon
- Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Richard A Larson
- Section of Pediatric Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Michelle M Le Beau
- Section of Pediatric Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Wendy Stock
- Section of Pediatric Hematology and Oncology, University of Chicago, Chicago, IL, USA
| | - Olaf Heidenreich
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Abrar Alharbi
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - David J Allsup
- Centre for Atherothrombosis and Metabolic Disease, Hull York Medical School, Hull, UK
| | - Richard S Houlston
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Jean Norden
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Anne M Dickinson
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Elisabeth Douglas
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Clare Lendrem
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Ann K Daly
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Louise Palm
- West Midlands Regional Genetics Laboratory, Birmingham Women's Hospital, Birmingham, UK
| | - Kim Piechocki
- West Midlands Regional Genetics Laboratory, Birmingham Women's Hospital, Birmingham, UK
| | - Sally Jeffries
- West Midlands Regional Genetics Laboratory, Birmingham Women's Hospital, Birmingham, UK
| | - Martin Bornhäuser
- Department of Haematological Medicine, The Rayne Institute, King's College London, London, UK
- National Center for Tumor Diseases NCT, Partner site Dresden, Dresden, Germany
- Medizinische Klinik und Poliklinik I, University Hospital Carl Gustav Carus Dresden, Technical University of Dresden, Dresden, Germany
| | - Christoph Röllig
- Medizinische Klinik und Poliklinik I, University Hospital Carl Gustav Carus Dresden, Technical University of Dresden, Dresden, Germany
| | - Heidi Altmann
- Medizinische Klinik und Poliklinik I, University Hospital Carl Gustav Carus Dresden, Technical University of Dresden, Dresden, Germany
| | - Leo Ruhnke
- Medizinische Klinik und Poliklinik I, University Hospital Carl Gustav Carus Dresden, Technical University of Dresden, Dresden, Germany
| | - Desiree Kunadt
- Medizinische Klinik und Poliklinik I, University Hospital Carl Gustav Carus Dresden, Technical University of Dresden, Dresden, Germany
| | - Lisa Wagenführ
- Medizinische Klinik und Poliklinik I, University Hospital Carl Gustav Carus Dresden, Technical University of Dresden, Dresden, Germany
| | - Heather J Cordell
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Rebecca Darlay
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Mette K Andersen
- Department of Clinical Genetics, University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Maria C Fontana
- Institute of Hematology "L. and A. Seràgnoli", University of Bologna, Bologna, Italy
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Giovanni Martinelli
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Giovanni Marconi
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy
| | - Miguel A Sanz
- Hematology Service, Hospital Universitario y Politécnico La Fe, Valencia, Spain
- CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - José Cervera
- Hematology Service, Hospital Universitario y Politécnico La Fe, Valencia, Spain
- CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Inés Gómez-Seguí
- Hematology Service, Hospital Universitario y Politécnico La Fe, Valencia, Spain
- CIBERONC, Instituto de Salud Carlos III, Madrid, Spain
| | - Thomas Cluzeau
- Hematology department, Cote d'Azur University, CHU of Nice, Nice, France
| | - Chimène Moreilhon
- Hematology department, Cote d'Azur University, CHU of Nice, Nice, France
| | - Sophie Raynaud
- Hematology department, Cote d'Azur University, CHU of Nice, Nice, France
| | - Heinz Sill
- Division of Hematology, Medical University of Graz, Graz, Austria
| | - Maria Teresa Voso
- Università di Roma Tor Vergata, Dipartimento di Biomedicina e Prevenzione, Rome, Italy
| | - Francesco Lo-Coco
- Università di Roma Tor Vergata, Dipartimento di Biomedicina e Prevenzione, Rome, Italy
| | - Hervé Dombret
- Hôpital Saint-Louis, Institut Universitaire d'Hématologie, Université Paris Diderot, Paris, France
| | - Meyling Cheok
- Univ. Lille, Inserm, CHU Lille, UMR-S 1172 - JPArc - Centre de Recherche Jean-Pierre AUBERT Neurosciences et Cancer, F-59000, Lille, France
| | - Claude Preudhomme
- Univ. Lille, Inserm, CHU Lille, UMR-S 1172 - JPArc - Centre de Recherche Jean-Pierre AUBERT Neurosciences et Cancer, F-59000, Lille, France
| | - Rosemary E Gale
- Department of Haematology, University College London Cancer Institute, London, UK
| | - David Linch
- Department of Haematology, University College London Cancer Institute, London, UK
| | - Julia Gaal-Wesinger
- 1st Department of Internal Medicine, Semmewleis University, Budapest, Hungary
| | - Andras Masszi
- 3rd Department of Internal Medicine, Semmewleis University, Budapest, Hungary
| | - Daniel Nowak
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Wolf-Karsten Hofmann
- Department of Hematology and Oncology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Amanda Gilkes
- Department of Haematology, University of Cardiff, Cardiff, UK
| | - Kimmo Porkka
- Helsinki University Hospital Comprehensive Cancer Center, Hematology Research Unit Helsinki, University of Helsinki, Helsinki, Finland
| | | | - Robert Kralovics
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - David Grimwade
- Department of Medical and Molecular Genetics, King's College Medical School, London, UK
| | | | | | - Szilvia Krizsán
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Csaba Bödör
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Friedrich Stölzel
- Medizinische Klinik und Poliklinik I, University Hospital Carl Gustav Carus Dresden, Technical University of Dresden, Dresden, Germany.
| | - Kenan Onel
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - James M Allan
- Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.
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14
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Cordell HJ, Fryett JJ, Ueno K, Darlay R, Aiba Y, Hitomi Y, Kawashima M, Nishida N, Khor SS, Gervais O, Kawai Y, Nagasaki M, Tokunaga K, Tang R, Shi Y, Li Z, Juran BD, Atkinson EJ, Gerussi A, Carbone M, Asselta R, Cheung A, de Andrade M, Baras A, Horowitz J, Ferreira MAR, Sun D, Jones DE, Flack S, Spicer A, Mulcahy VL, Byan J, Han Y, Sandford RN, Lazaridis KN, Amos CI, Hirschfield GM, Seldin MF, Invernizzi P, Siminovitch KA, Ma X, Nakamura M, Mells GF. An international genome-wide meta-analysis of primary biliary cholangitis: Novel risk loci and candidate drugs. J Hepatol 2021; 75:572-581. [PMID: 34033851 PMCID: PMC8811537 DOI: 10.1016/j.jhep.2021.04.055] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 03/11/2021] [Accepted: 04/07/2021] [Indexed: 01/15/2023]
Abstract
BACKGROUNDS & AIMS Primary biliary cholangitis (PBC) is a chronic liver disease in which autoimmune destruction of the small intrahepatic bile ducts eventually leads to cirrhosis. Many patients have inadequate response to licensed medications, motivating the search for novel therapies. Previous genome-wide association studies (GWAS) and meta-analyses (GWMA) of PBC have identified numerous risk loci for this condition, providing insight into its aetiology. We undertook the largest GWMA of PBC to date, aiming to identify additional risk loci and prioritise candidate genes for in silico drug efficacy screening. METHODS We combined new and existing genotype data for 10,516 cases and 20,772 controls from 5 European and 2 East Asian cohorts. RESULTS We identified 56 genome-wide significant loci (20 novel) including 46 in European, 13 in Asian, and 41 in combined cohorts; and a 57th genome-wide significant locus (also novel) in conditional analysis of the European cohorts. Candidate genes at newly identified loci include FCRL3, INAVA, PRDM1, IRF7, CCR6, CD226, and IL12RB1, which each play key roles in immunity. Pathway analysis reiterated the likely importance of pattern recognition receptor and TNF signalling, JAK-STAT signalling, and differentiation of T helper (TH)1 and TH17 cells in the pathogenesis of this disease. Drug efficacy screening identified several medications predicted to be therapeutic in PBC, some of which are well-established in the treatment of other autoimmune disorders. CONCLUSIONS This study has identified additional risk loci for PBC, provided a hierarchy of agents that could be trialled in this condition, and emphasised the value of genetic and genomic approaches to drug discovery in complex disorders. LAY SUMMARY Primary biliary cholangitis (PBC) is a chronic liver disease that eventually leads to cirrhosis. In this study, we analysed genetic information from 10,516 people with PBC and 20,772 healthy individuals recruited in Canada, China, Italy, Japan, the UK, or the USA. We identified several genetic regions associated with PBC. Each of these regions contains several genes. For each region, we used diverse sources of evidence to help us choose the gene most likely to be involved in causing PBC. We used these 'candidate genes' to help us identify medications that are currently used for treatment of other conditions, which might also be useful for treatment of PBC.
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Affiliation(s)
- Heather J Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - James J Fryett
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Kazuko Ueno
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Rebecca Darlay
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Yoshihiro Aiba
- Clinical Research Center, National Hospital Organization, Nagasaki Medical Center, Omura, Japan
| | - Yuki Hitomi
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Minae Kawashima
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Nao Nishida
- Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Seik-Soon Khor
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Olivier Gervais
- Human Biosciences Unit for the Top Global Course Center for the Promotion of Interdisciplinary Education and Research, Kyoto University, Kyoto, Japan; Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Yosuke Kawai
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Masao Nagasaki
- Human Biosciences Unit for the Top Global Course Center for the Promotion of Interdisciplinary Education and Research, Kyoto University, Kyoto, Japan; Center for Genomic Medicine, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Katsushi Tokunaga
- Genome Medical Science Project, National Center for Global Health and Medicine (NCGM), Tokyo, Japan
| | - Ruqi Tang
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai JiaoTong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Yongyong Shi
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, Shanghai, China; Affiliated Hospital of Qingdao University and Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, Qingdao, China
| | - Zhiqiang Li
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Collaborative Innovation Center for Brain Science, Shanghai Jiao Tong University, Shanghai, China; Affiliated Hospital of Qingdao University and Biomedical Sciences Institute of Qingdao University (Qingdao Branch of SJTU Bio-X Institutes), Qingdao University, Qingdao, China
| | - Brian D Juran
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States
| | - Elizabeth J Atkinson
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States
| | - Alessio Gerussi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Marco Carbone
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Rosanna Asselta
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy; Humanitas Clinical and Research Center, IRCCS, Rozzano, Milan, Italy
| | - Angela Cheung
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States
| | - Mariza de Andrade
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States
| | - Aris Baras
- Regeneron Genetics Center, Tarrytown, New York, United States
| | - Julie Horowitz
- Regeneron Genetics Center, Tarrytown, New York, United States
| | | | - Dylan Sun
- Regeneron Genetics Center, Tarrytown, New York, United States
| | - David E Jones
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Steven Flack
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Ann Spicer
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Victoria L Mulcahy
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Jinyoung Byan
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, United States
| | - Younghun Han
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, United States
| | - Richard N Sandford
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | | | - Christopher I Amos
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, United States
| | - Gideon M Hirschfield
- Toronto Centre for Liver Disease, Division of Gastroenterology and Hepatology, University of Toronto, Toronto, Ontario, Canada
| | | | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Katherine A Siminovitch
- Departments of Medicine, Immunology and Medical Sciences, University of Toronto, Toronto, Ontario, Canada; Mount Sinai Hospital, Lunenfeld-Tanenbaum Research Institute and Toronto General Research Institute, Toronto, Ontario, Canada
| | - Xiong Ma
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, State Key Laboratory for Oncogenes and Related Genes, Renji Hospital, School of Medicine, Shanghai JiaoTong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Minoru Nakamura
- Clinical Research Center, National Hospital Organization, Nagasaki Medical Center, Omura, Japan; Department of Hepatology, Nagasaki Graduate School of Biomedical Sciences, Japan
| | - George F Mells
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom.
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15
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Langton DJ, Bourke SC, Lie BA, Reiff G, Natu S, Darlay R, Burn J, Echevarria C. The influence of HLA genotype on the severity of COVID-19 infection. HLA 2021; 98:14-22. [PMID: 33896121 PMCID: PMC8251294 DOI: 10.1111/tan.14284] [Citation(s) in RCA: 74] [Impact Index Per Article: 24.7] [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: 03/29/2021] [Accepted: 04/19/2021] [Indexed: 12/17/2022]
Abstract
The impact of COVID‐19 varies markedly, not only between individual patients but also between different populations. We hypothesised that differences in HLA genes might influence this variation. Using next generation sequencing, we analysed the class I and class II classical HLA genes of 147 individuals of European descent experiencing variable clinical outcomes following COVID‐19 infection. Forty‐nine of these patients were admitted to hospital with severe respiratory disease. They had no significant pre‐existing comorbidities. We compared the results to those obtained from a group of 69 asymptomatic hospital workers who evidence of COVID exposure based on blood antibody testing. Allele frequencies in both the severe and asymptomatic groups were compared to local and national healthy controls with adjustments made for age and sex. With the inclusion of hospital staff who had reported localised symptoms only (limited to loss of smell/taste, n = 13) or systemic symptoms not requiring hospital treatment (n = 16), we carried out ordinal logistic regression modelling to determine the relative influence of age, BMI, sex and the presence of specific HLA genes on symptomatology. We found a significant difference in the allele frequency of HLA‐DRB1*04:01 in the severe patient compared to the asymptomatic staff group (5.1% vs. 16.7%, P = .003 after adjustment for age and sex). There was a significantly lower frequency of the haplotype DQA1*01:01‐DQB1*05:01‐DRB1*01:01 in the asymptomatic group compared to the background population (P = .007). Ordinal logistic regression modelling confirmed the significant influence of DRB1*04:01 on the clinical severity of COVID‐19 observed in the cohorts. These alleles are found in greater frequencies in the North Western European population. This regional study provides evidence that HLA genotype influences clinical outcome in COVID‐19 infection. Validation studies must take account of the complex genetic architecture of the immune system across different geographies and ethnicities.
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Affiliation(s)
- David J Langton
- ExplantLab, The Biosphere, Newcastle Helix, Newcastle-upon-Tyne, UK
| | - Stephen C Bourke
- Northumbria Healthcare NHS Trust, North Tyneside General Hospital, North Shields, Tyne and Wear, UK
| | - Benedicte A Lie
- Department of Medical Genetics, University of Oslo, Oslo, Norway
| | | | | | - Rebecca Darlay
- Newcastle University Translational and Clinical Research Institute, International Centre for Life (for John Burn) and Population & Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom, for Rebecca Darlay, Newcastle-upon-Tyne, UK
| | - John Burn
- Newcastle University Translational and Clinical Research Institute, International Centre for Life (for John Burn) and Population & Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom, for Rebecca Darlay, Newcastle-upon-Tyne, UK
| | - Carlos Echevarria
- Translational and Clinical Research Institute, Newcastle University and Newcastle Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
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16
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Schwantes-An TH, Darlay R, Mathurin P, Masson S, Liangpunsakul S, Mueller S, Aithal GP, Eyer F, Gleeson D, Thompson A, Muellhaupt B, Stickel F, Soyka M, Goldman D, Liang T, Lumeng L, Pirmohamed M, Nalpas B, Jacquet JM, Moirand R, Nahon P, Naveau S, Perney P, Botwin G, Haber PS, Seitz HK, Day CP, Foroud TM, Daly AK, Cordell HJ, Whitfield JB, Morgan TR, Seth D. Genome-wide Association Study and Meta-analysis on Alcohol-Associated Liver Cirrhosis Identifies Genetic Risk Factors. Hepatology 2021; 73:1920-1931. [PMID: 32853455 DOI: 10.1002/hep.31535] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [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: 05/21/2020] [Revised: 07/12/2020] [Accepted: 07/28/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND AIMS Only a minority of heavy drinkers progress to alcohol-associated cirrhosis (ALC). The aim of this study was to identify common genetic variants that underlie risk for ALC. APPROACH AND RESULTS We analyzed data from 1,128 subjects of European ancestry with ALC and 614 heavy-drinking subjects without known liver disease from Australia, the United States, the United Kingdom, and three countries in Europe. A genome-wide association study (GWAS) was performed, adjusting for principal components and clinical covariates (alcohol use, age, sex, body mass index, and diabetes). We validated our GWAS findings using UK Biobank. We then performed a meta-analysis combining data from our study, the UK Biobank, and a previously published GWAS. Our GWAS found genome-wide significant risk association of rs738409 in patatin-like phospholipase domain containing 3 (PNPLA3) (odds ratio [OR] = 2.19 [G allele], P = 4.93 × 10-17 ) and rs4607179 near HSD17B13 (OR = 0.57 [C allele], P = 1.09 × 10-10 ) with ALC. Conditional analysis accounting for the PNPLA3 and HSD17B13 loci identified a protective association at rs374702773 in Fas-associated factor family member 2 (FAF2) (OR = 0.61 [del(T) allele], P = 2.56 × 10-8 ) for ALC. This association was replicated in the UK Biobank using conditional analysis (OR = 0.79, P = 0.001). Meta-analysis (without conditioning) confirmed genome-wide significance for the identified FAF2 locus as well as PNPLA3 and HSD17B13. Two other previously known loci (SERPINA1 and SUGP1/TM6SF2) were also genome-wide significant in the meta-analysis. GeneOntology pathway analysis identified lipid droplets as the target for several identified genes. In conclusion, our GWAS identified a locus at FAF2 associated with reduced risk of ALC among heavy drinkers. Like the PNPLA3 and HSD17B13 gene products, the FAF2 product has been localized to fat droplets in hepatocytes. CONCLUSIONS Our genetic findings implicate lipid droplets in the biological pathway(s) underlying ALC.
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Affiliation(s)
- Tae-Hwi Schwantes-An
- Department of Medical and Molecular Genetics, Indiana University, Indianapolis, IN
| | - Rebecca Darlay
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, International Centre for Life, Central Parkway, Newcastle upon Tyne, United Kingdom
| | | | - Steven Masson
- Faculty of Medical Sciences, Newcastle University Medical School, Framlington Place, Newcastle upon Tyne, United Kingdom
| | - Suthat Liangpunsakul
- Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University, Indianapolis, IN
| | - Sebastian Mueller
- Department of Internal Medicine, Salem Medical Center and Center for Alcohol Research, University of Heidelberg, Heidelberg, Germany
| | - Guruprasad P Aithal
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals and the University of Nottingham, Nottingham, United Kingdom
| | - Florian Eyer
- Division of Clinical Toxicology, Department of Internal Medicine 2, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Dermot Gleeson
- The Clinical Research Facility, The Royal Hallamshire Hospital, Sheffield, United Kingdom
| | - Andrew Thompson
- MRC Centre for Drug Safety Science, Liverpool Centre for Alcohol Research, University of Liverpool, The Royal Liverpool and Broadgreen University Hospitals NHS Trust, and Liverpool Health Partners, Liverpool, United Kingdom
| | - Beat Muellhaupt
- Department of Gastroenterology and Hepatology, University Hospital Zurich, Zurich, Switzerland
| | - Felix Stickel
- Department of Gastroenterology and Hepatology, University Hospital Zurich, Zurich, Switzerland
| | - Michael Soyka
- Psychiatric Hospital University of Munich, Munich, Germany.,Privatklinik Meiringen, Willigen, Meiringen, Switzerland
| | | | - Tiebing Liang
- Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University, Indianapolis, IN
| | - Lawrence Lumeng
- Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University, Indianapolis, IN
| | - Munir Pirmohamed
- MRC Centre for Drug Safety Science, Liverpool Centre for Alcohol Research, University of Liverpool, The Royal Liverpool and Broadgreen University Hospitals NHS Trust, and Liverpool Health Partners, Liverpool, United Kingdom
| | - Bertrand Nalpas
- Service Addictologie, CHRU Caremeau, Nîmes, France.,DISC, Inserm, Paris, France
| | | | - Romain Moirand
- University Rennes, INRAE, INSERM, CHU Rennes, Institute NUMECAN (Nutrition Metabolisms and Cancer), Rennes, France
| | - Pierre Nahon
- APHP, Liver Unit, Hospital Jean Verdier, Bondy, France.,University Paris 13, Bobigny, France.,Inserm U1162 "Functional Genomics of Solid Tumors,", Paris, France
| | | | | | - Greg Botwin
- Medical and Research Services, VA Long Beach Healthcare System, Long Beach, CA.,Translational Genomics Group, Inflammatory Bowel & Immunobiology Research Institute, Los Angeles, CA
| | - Paul S Haber
- Drug Health Services, Royal Prince Alfred Hospital, Camperdown, NSW, Australia.,Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Helmut K Seitz
- Department of Internal Medicine, Salem Medical Center and Center for Alcohol Research, University of Heidelberg, Heidelberg, Germany
| | - Christopher P Day
- Faculty of Medical Sciences, Newcastle University Medical School, Framlington Place, Newcastle upon Tyne, United Kingdom
| | - Tatiana M Foroud
- Department of Medical and Molecular Genetics, Indiana University, Indianapolis, IN
| | - Ann K Daly
- Faculty of Medical Sciences, Newcastle University Medical School, Framlington Place, Newcastle upon Tyne, United Kingdom
| | - Heather J Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, International Centre for Life, Central Parkway, Newcastle upon Tyne, United Kingdom
| | - John B Whitfield
- Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
| | - Timothy R Morgan
- Medical and Research Services, VA Long Beach Healthcare System, Long Beach, CA
| | - Devanshi Seth
- Drug Health Services, Royal Prince Alfred Hospital, Camperdown, NSW, Australia.,Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.,Centenary Institute of Cancer Medicine and Cell Biology, The University of Sydney, Sydney, NSW, Australia
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17
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Anstee QM, Darlay R, Cockell S, Meroni M, Govaere O, Tiniakos D, Burt AD, Bedossa P, Palmer J, Liu YL, Aithal GP, Allison M, Yki-Järvinen H, Vacca M, Dufour JF, Invernizzi P, Prati D, Ekstedt M, Kechagias S, Francque S, Petta S, Bugianesi E, Clement K, Ratziu V, Schattenberg JM, Valenti L, Day CP, Cordell HJ, Daly AK. Corrigendum to: "Genome-wide association study of non-alcoholic fatty liver and steatohepatitis in a histologically characterised cohort"☆ (J Hepatol [2020] 505-515). J Hepatol 2021; 74:1274-1275. [PMID: 33678471 DOI: 10.1016/j.jhep.2021.02.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Affiliation(s)
- Quentin M Anstee
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom; Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom.
| | - Rebecca Darlay
- Population & Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Simon Cockell
- Bioinformatics Support Unit, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Marica Meroni
- Department of Pathophysiology and Transplantation, University of Milan, Translational Medicine - Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Olivier Govaere
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Dina Tiniakos
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom; Department of Pathology, Aretaieio Hospital, National & Kapodistrian University of Athens, Greece
| | - Alastair D Burt
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom; Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
| | - Pierre Bedossa
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Jeremy Palmer
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Yang-Lin Liu
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Guruprasad P Aithal
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and University of Nottingham, Nottingham, UK
| | - Michael Allison
- Liver Unit, Department of Medicine, Cambridge Biomedical Research Centre, Cambridge University NHS Foundation Trust, United Kingdom
| | - Hannele Yki-Järvinen
- Department of Medicine, University of Helsinki, Helsinki, Finland Helsinki & University Hospital, Helsinki, Finland
| | - Michele Vacca
- Liver Unit, Department of Medicine, Cambridge Biomedical Research Centre, Cambridge University NHS Foundation Trust, United Kingdom; Department of Biochemistry and Wellcome Trust/MRC Institute of Metabolic Science, MRC Metabolic Diseases Unit, Metabolic Research Laboratories, University of Cambridge, UK
| | - Jean-Francois Dufour
- University Clinic for Visceral Surgery and Medicine, University of Berne, Freiburgstrasse, Berne, 3010, Switzerland
| | - Pietro Invernizzi
- Division of Gastroenterology and Center for Autoimmune Liver Diseases, Department of Medicine and Surgery, University of Milano - Bicocca, Monza, Italy; European Reference Network on Hepatological Diseases (ERN RARE-LIVER), San Gerardo Hospital, Monza, Italy
| | - Daniele Prati
- Department of Pathophysiology and Transplantation, University of Milan, Translational Medicine - Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Mattias Ekstedt
- Division of Gastroenterology and Hepatology, Department of Medicine and Health Sciences, Linköping University, Linkoping, Sweden
| | - Stergios Kechagias
- Division of Gastroenterology and Hepatology, Department of Medicine and Health Sciences, Linköping University, Linkoping, Sweden
| | - Sven Francque
- Department of Gastroenterology and Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | - Salvatore Petta
- Sezione di Gastroenterologia, Dipartimento Promozione della Salute, Materno-Infantile, di Medicina Interna e Specialistica di Eccellenza "G. D'Alessandro", Università di Palermo, Palermo, Italy
| | - Elisabetta Bugianesi
- Department of Medical Sciences, Division of Gastro-Hepatology, A.O. Città della Salute e della Scienza di Torino, University of Turin, Turin, Italy
| | - Karine Clement
- Sorbonne University, Inserm, Nutrition and obesity: Systemic approaches, Nutrition department, Pitié-Salpêtrière hospital, Assistance Publique-Hôpitaux de Paris, 75013, Paris, France
| | - Vlad Ratziu
- Sorbonne Université, Assistance Publique-Hôpitaux de Paris, Hôpital Pitié-Salpêtrière, Institute of Cardiometabolism and Nutrition (ICAN), Paris, France
| | - Jörn M Schattenberg
- NAFLD Research Center, Department of Medicine, University Medical Center of the Johannes Gutenberg, University, Mainz, Germany
| | - Luca Valenti
- Department of Pathophysiology and Transplantation, University of Milan, Translational Medicine - Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Christopher P Day
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Heather J Cordell
- Population & Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Ann K Daly
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom.
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18
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Eldafashi N, Darlay R, Shukla R, McCain MV, Watson R, Liu YL, McStraw N, Fathy M, Fawzy MA, Zaki MYW, Daly AK, Maurício JP, Burt AD, Haugk B, Cordell HJ, Bianco C, Dufour JF, Valenti L, Anstee QM, Reeves HL. A PDCD1 Role in the Genetic Predisposition to NAFLD-HCC? Cancers (Basel) 2021; 13:1412. [PMID: 33808740 PMCID: PMC8003582 DOI: 10.3390/cancers13061412] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 03/12/2021] [Accepted: 03/16/2021] [Indexed: 12/13/2022] Open
Abstract
Obesity and non-alcoholic fatty liver disease (NAFLD) are contributing to the global rise in deaths from hepatocellular carcinoma (HCC). The pathogenesis of NAFLD-HCC is not well understood. The severity of hepatic steatosis, steatohepatitis and fibrosis are key pathogenic mechanisms, but animal studies suggest altered immune responses are also involved. Genetic studies have so far highlighted a major role of gene variants promoting fat deposition in the liver (PNPLA3 rs738409; TM6SF2 rs58542926). Here, we have considered single-nucleotide polymorphisms (SNPs) in candidate immunoregulatory genes (MICA rs2596542; CD44 rs187115; PDCD1 rs7421861 and rs10204525), in 594 patients with NAFLD and 391 with NAFLD-HCC, from three European centres. Associations between age, body mass index, diabetes, cirrhosis and SNPs with HCC development were explored. PNPLA3 and TM6SF2 SNPs were associated with both progression to cirrhosis and NAFLD-HCC development, while PDCD1 SNPs were specifically associated with NAFLD-HCC risk, regardless of cirrhosis. PDCD1 rs7421861 was independently associated with NAFLD-HCC development, while PDCD1 rs10204525 acquired significance after adjusting for other risks, being most notable in the smaller numbers of women with NAFLD-HCC. The study highlights the potential impact of inter individual variation in immune tolerance induction in patients with NAFLD, both in the presence and absence of cirrhosis.
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Affiliation(s)
- Nardeen Eldafashi
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, UK; (N.E.); (M.V.M.); (R.W.); (Y.L.L.); (M.Y.W.Z.); (A.K.D.); (J.P.M.); (A.D.B.); (Q.M.A.)
- Biochemistry Department, Faculty of Pharmacy, Minia University, Minia 61519, Egypt; (M.F.); (M.A.F.)
| | - Rebecca Darlay
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, International Centre for Life, Newcastle upon Tyne NE1 3BZ, UK; (R.D.); (H.J.C.)
| | - Ruchi Shukla
- Biosciences Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, UK; (R.S.); (N.M.)
| | - Misti Vanette McCain
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, UK; (N.E.); (M.V.M.); (R.W.); (Y.L.L.); (M.Y.W.Z.); (A.K.D.); (J.P.M.); (A.D.B.); (Q.M.A.)
| | - Robyn Watson
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, UK; (N.E.); (M.V.M.); (R.W.); (Y.L.L.); (M.Y.W.Z.); (A.K.D.); (J.P.M.); (A.D.B.); (Q.M.A.)
| | - Yang Lin Liu
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, UK; (N.E.); (M.V.M.); (R.W.); (Y.L.L.); (M.Y.W.Z.); (A.K.D.); (J.P.M.); (A.D.B.); (Q.M.A.)
| | - Nikki McStraw
- Biosciences Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, UK; (R.S.); (N.M.)
| | - Moustafa Fathy
- Biochemistry Department, Faculty of Pharmacy, Minia University, Minia 61519, Egypt; (M.F.); (M.A.F.)
| | - Michael Atef Fawzy
- Biochemistry Department, Faculty of Pharmacy, Minia University, Minia 61519, Egypt; (M.F.); (M.A.F.)
| | - Marco Y. W. Zaki
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, UK; (N.E.); (M.V.M.); (R.W.); (Y.L.L.); (M.Y.W.Z.); (A.K.D.); (J.P.M.); (A.D.B.); (Q.M.A.)
- Biochemistry Department, Faculty of Pharmacy, Minia University, Minia 61519, Egypt; (M.F.); (M.A.F.)
| | - Ann K. Daly
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, UK; (N.E.); (M.V.M.); (R.W.); (Y.L.L.); (M.Y.W.Z.); (A.K.D.); (J.P.M.); (A.D.B.); (Q.M.A.)
| | - João P. Maurício
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, UK; (N.E.); (M.V.M.); (R.W.); (Y.L.L.); (M.Y.W.Z.); (A.K.D.); (J.P.M.); (A.D.B.); (Q.M.A.)
| | - Alastair D. Burt
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, UK; (N.E.); (M.V.M.); (R.W.); (Y.L.L.); (M.Y.W.Z.); (A.K.D.); (J.P.M.); (A.D.B.); (Q.M.A.)
| | - Beate Haugk
- Department of Cellular Pathology, Royal Victoria Infirmary, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle NE1 4LP, UK;
| | - Heather J. Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, International Centre for Life, Newcastle upon Tyne NE1 3BZ, UK; (R.D.); (H.J.C.)
| | - Cristiana Bianco
- Translational Medicine, Department of Transfusion Medicine and Hematology, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy; (C.B.); (L.V.)
| | - Jean-François Dufour
- University Clinic for Visceral Surgery and Medicine, University Hospital of Bern, 3010 Bern, Switzerland;
- Hepatology, Department of Biomedical Research, University of Bern, 3012 Bern, Switzerland
| | - Luca Valenti
- Translational Medicine, Department of Transfusion Medicine and Hematology, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy; (C.B.); (L.V.)
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Quentin M. Anstee
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, UK; (N.E.); (M.V.M.); (R.W.); (Y.L.L.); (M.Y.W.Z.); (A.K.D.); (J.P.M.); (A.D.B.); (Q.M.A.)
- The Liver Unit, Freeman Hospital, Freeman Road, Newcastle upon Tyne Hospitals NHS Foundation Trust, Heaton NE7 7DN, UK
| | - Helen L. Reeves
- Translational and Clinical Research Institute, Faculty of Medical Sciences, The Medical School, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, UK; (N.E.); (M.V.M.); (R.W.); (Y.L.L.); (M.Y.W.Z.); (A.K.D.); (J.P.M.); (A.D.B.); (Q.M.A.)
- The Liver Unit, Freeman Hospital, Freeman Road, Newcastle upon Tyne Hospitals NHS Foundation Trust, Heaton NE7 7DN, UK
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19
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Govaere O, Cockell S, Tiniakos D, Queen R, Younes R, Vacca M, Alexander L, Ravaioli F, Palmer J, Petta S, Boursier J, Rosso C, Johnson K, Wonders K, Day CP, Ekstedt M, Orešič M, Darlay R, Cordell HJ, Marra F, Vidal-Puig A, Bedossa P, Schattenberg JM, Clément K, Allison M, Bugianesi E, Ratziu V, Daly AK, Anstee QM. Transcriptomic profiling across the nonalcoholic fatty liver disease spectrum reveals gene signatures for steatohepatitis and fibrosis. Sci Transl Med 2020; 12:eaba4448. [PMID: 33268509 DOI: 10.1126/scitranslmed.aba4448] [Citation(s) in RCA: 162] [Impact Index Per Article: 40.5] [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: 12/04/2019] [Revised: 07/01/2020] [Accepted: 11/09/2020] [Indexed: 12/13/2022]
Abstract
The mechanisms that drive nonalcoholic fatty liver disease (NAFLD) remain incompletely understood. This large multicenter study characterized the transcriptional changes that occur in liver tissue across the NAFLD spectrum as disease progresses to cirrhosis to identify potential circulating markers. We performed high-throughput RNA sequencing on a discovery cohort comprising histologically characterized NAFLD samples from 206 patients. Unsupervised clustering stratified NAFLD on the basis of disease activity and fibrosis stage with differences in age, aspartate aminotransferase (AST), type 2 diabetes mellitus, and carriage of PNPLA3 rs738409, a genetic variant associated with NAFLD. Relative to early disease, we consistently identified 25 differentially expressed genes as fibrosing steatohepatitis progressed through stages F2 to F4. This 25-gene signature was independently validated by logistic modeling in a separate replication cohort (n = 175), and an integrative analysis with publicly available single-cell RNA sequencing data elucidated the likely relative contribution of specific intrahepatic cell populations. Translating these findings to the protein level, SomaScan analysis in more than 300 NAFLD serum samples confirmed that circulating concentrations of proteins AKR1B10 and GDF15 were strongly associated with disease activity and fibrosis stage. Supporting the biological plausibility of these data, in vitro functional studies determined that endoplasmic reticulum stress up-regulated expression of AKR1B10, GDF15, and PDGFA, whereas GDF15 supplementation tempered the inflammatory response in macrophages upon lipid loading and lipopolysaccharide stimulation. This study provides insights into the pathophysiology of progressive fibrosing steatohepatitis, and proof of principle that transcriptomic changes represent potentially tractable and clinically relevant markers of disease progression.
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Affiliation(s)
- Olivier Govaere
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
| | - Simon Cockell
- Bioinformatics Support Unit, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
| | - Dina Tiniakos
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
- Department of Pathology, Aretaieio Hospital, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - Rachel Queen
- Bioinformatics Support Unit, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
| | - Ramy Younes
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
- Department of Medical Sciences, Division of Gastro-Hepatology, A.O. Città della Salute e della Scienza di Torino, University of Turin, 10124 Turin, Italy
| | - Michele Vacca
- University of Cambridge Metabolic Research Laboratories, Wellcome-MRC Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge CB2 0QQ, UK
| | | | - Federico Ravaioli
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
- Department of Medical and Surgical Sciences, University of Bologna, 40126 Bologna, Italy
| | - Jeremy Palmer
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
| | - Salvatore Petta
- Sezione di Gastroenterologia, Dipartimento Biomedico di Medicina Interna e Specialistica, Università di Palermo, 90133 Palermo, Italy
| | - Jerome Boursier
- Hepatology Department, Angers University Hospital, 49933 Angers, France
| | - Chiara Rosso
- Department of Medical Sciences, Division of Gastro-Hepatology, A.O. Città della Salute e della Scienza di Torino, University of Turin, 10124 Turin, Italy
| | - Katherine Johnson
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
| | - Kristy Wonders
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
| | - Christopher P Day
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
| | - Mattias Ekstedt
- Department of Health, Medicine and Caring Sciences, Linköping University, 581 83 Linköping, Sweden
| | - Matej Orešič
- School of Medical Sciences, Örebro University, 702 81 Örebro, Sweden
| | - Rebecca Darlay
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
| | - Heather J Cordell
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
| | - Fabio Marra
- Dipartimento di Medicina Sperimentale e Clinica, University of Florence, 50121 Florence, Italy
| | - Antonio Vidal-Puig
- University of Cambridge Metabolic Research Laboratories, Wellcome-MRC Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge CB2 0QQ, UK
| | - Pierre Bedossa
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
- Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpêtrière, Sorbonne University, ICAN (Institute of Cardiometabolism and Nutrition), 75013 Paris, France
| | | | - Karine Clément
- Nutrition and Obesities: Systemic Approaches, INSERM, Sorbonne University, 75006 Paris, France
| | - Michael Allison
- Liver Unit, Department of Medicine, NIHR Cambridge Biomedical Research Centre, Cambridge University NHS Foundation Trust, Cambridge CB2 0QQ, UK
| | - Elisabetta Bugianesi
- Department of Medical Sciences, Division of Gastro-Hepatology, A.O. Città della Salute e della Scienza di Torino, University of Turin, 10124 Turin, Italy
| | - Vlad Ratziu
- Assistance Publique-Hôpitaux de Paris, Hôpital Pitié Salpêtrière, Sorbonne University, ICAN (Institute of Cardiometabolism and Nutrition), 75013 Paris, France
| | - Ann K Daly
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK.
| | - Quentin M Anstee
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK.
- NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne NE7 7DN, UK
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20
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Darlay R, Ayers KL, Mells GF, Hall LS, Liu JZ, Almarri MA, Alexander GJ, Jones DE, Sandford RN, Anderson CA, Cordell HJ. Amino acid residues in five separate HLA genes can explain most of the known associations between the MHC and primary biliary cholangitis. PLoS Genet 2018; 14:e1007833. [PMID: 30507971 PMCID: PMC6292650 DOI: 10.1371/journal.pgen.1007833] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [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: 06/12/2018] [Revised: 12/13/2018] [Accepted: 11/13/2018] [Indexed: 12/15/2022] Open
Abstract
Primary Biliary Cholangitis (PBC) is a chronic autoimmune liver disease characterised by progressive destruction of intrahepatic bile ducts. The strongest genetic association is with HLA-DQA1*04:01, but at least three additional independent HLA haplotypes contribute to susceptibility. We used dense single nucleotide polymorphism (SNP) data in 2861 PBC cases and 8514 controls to impute classical HLA alleles and amino acid polymorphisms using state-of-the-art methodologies. We then demonstrated through stepwise regression that association in the HLA region can be largely explained by variation at five separate amino acid positions. Three-dimensional modelling of protein structures and calculation of electrostatic potentials for the implicated HLA alleles/amino acid substitutions demonstrated a correlation between the electrostatic potential of pocket P6 in HLA-DP molecules and the HLA-DPB1 alleles/amino acid substitutions conferring PBC susceptibility/protection, highlighting potential new avenues for future functional investigation. Primary Biliary Cholangitis (PBC) is a chronic autoimmune liver disease that exhibits strong genetic associations, especially with variants in the human leukocyte antigen (HLA) gene region. Here we use dense single nucleotide polymorphism (SNP) data from the largest PBC study to date (2861 cases, 8514 controls) to investigate the likely underlying causes of this association, via performing imputation of HLA classical alleles and amino acids. We show that the HLA association can be largely explained by variation at five separate amino acid positions, one of which shows functional relevance to electrostatic potentials of HLA-DP molecules.
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Affiliation(s)
- Rebecca Darlay
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Kristin L. Ayers
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - George F. Mells
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Lynsey S. Hall
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom
| | - Jimmy Z. Liu
- Human Genetics, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridgeshire, United Kingdom
| | - Mohamed A. Almarri
- Human Genetics, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridgeshire, United Kingdom
- Department of Forensic Science and Criminology, Dubai Police HQ, Dubai, United Arab Emirates
| | - Graeme J. Alexander
- Department of Hepatology, Cambridge University Hospitals National Health Service (NHS) Foundation Trust, Cambridge, United Kingdom
| | - David E. Jones
- Institute of Cellular Medicine, Medical School, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Richard N. Sandford
- Academic Department of Medical Genetics, University of Cambridge, Cambridge, United Kingdom
| | - Carl A. Anderson
- Human Genetics, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridgeshire, United Kingdom
| | - Heather J. Cordell
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom
- * E-mail:
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21
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Darlow JM, Darlay R, Dobson MG, Stewart A, Charoen P, Southgate J, Baker SC, Xu Y, Hunziker M, Lambert HJ, Green AJ, Santibanez-Koref M, Sayer JA, Goodship THJ, Puri P, Woolf AS, Kenda RB, Barton DE, Cordell HJ. Publisher Correction: Genome-wide linkage and association study implicates the 10q26 region as a major genetic contributor to primary nonsyndromic vesicoureteric reflux. Sci Rep 2018; 8:459. [PMID: 29311702 PMCID: PMC5758511 DOI: 10.1038/s41598-017-17992-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Affiliation(s)
- John M Darlow
- Department of Clinical Genetics, Our Lady's Children's Hospital, Crumlin, Dublin 12, Ireland.,National Children's Research Centre, Our Lady's Children's Hospital, Crumlin, Dublin 12, Ireland
| | - Rebecca Darlay
- Institute of Genetic Medicine, Newcastle University, Central Parkway, Newcastle upon Tyne, NE1 3BZ, UK
| | - Mark G Dobson
- Department of Clinical Genetics, Our Lady's Children's Hospital, Crumlin, Dublin 12, Ireland.,National Children's Research Centre, Our Lady's Children's Hospital, Crumlin, Dublin 12, Ireland
| | - Aisling Stewart
- Institute of Genetic Medicine, Newcastle University, Central Parkway, Newcastle upon Tyne, NE1 3BZ, UK
| | - Pimphen Charoen
- UCL Institute of Health Informatics, University College, London, NW1 2DA, UK.,Department of Tropical Hygiene, Faculty of Tropical Medicine, Mahidol University, Bangkok, 10400, Thailand
| | - Jennifer Southgate
- Jack Birch Unit of Molecular Carcinogenesis, Department of Biology, University of York, York, YO10 5DD, UK
| | - Simon C Baker
- Jack Birch Unit of Molecular Carcinogenesis, Department of Biology, University of York, York, YO10 5DD, UK
| | - Yaobo Xu
- Institute of Genetic Medicine, Newcastle University, Central Parkway, Newcastle upon Tyne, NE1 3BZ, UK
| | - Manuela Hunziker
- National Children's Research Centre, Our Lady's Children's Hospital, Crumlin, Dublin 12, Ireland.,University Children's Hospital Zurich, Steinwiesstrasse 75, 8032, Zurich, Switzerland
| | | | - Andrew J Green
- Department of Clinical Genetics, Our Lady's Children's Hospital, Crumlin, Dublin 12, Ireland.,University College Dublin School of Medicine, Our Lady's Children's Hospital, Crumlin, Dublin 12, Ireland
| | - Mauro Santibanez-Koref
- Institute of Genetic Medicine, Newcastle University, Central Parkway, Newcastle upon Tyne, NE1 3BZ, UK
| | - John A Sayer
- Institute of Genetic Medicine, Newcastle University, Central Parkway, Newcastle upon Tyne, NE1 3BZ, UK
| | - Timothy H J Goodship
- Institute of Genetic Medicine, Newcastle University, Central Parkway, Newcastle upon Tyne, NE1 3BZ, UK
| | - Prem Puri
- National Children's Research Centre, Our Lady's Children's Hospital, Crumlin, Dublin 12, Ireland.,University College Dublin, Stillorgan Rd, Belfield, Dublin 4, Ireland
| | - Adrian S Woolf
- Division of Cell Matrix Biology and Regenerative Medicine, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK.,Royal Manchester Children's Hospital and Manchester Academic Health Sciences Centre, Manchester, UK
| | - Rajko B Kenda
- Department of Pediatric Nephrology, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - David E Barton
- Department of Clinical Genetics, Our Lady's Children's Hospital, Crumlin, Dublin 12, Ireland.,University College Dublin School of Medicine, Our Lady's Children's Hospital, Crumlin, Dublin 12, Ireland
| | - Heather J Cordell
- Institute of Genetic Medicine, Newcastle University, Central Parkway, Newcastle upon Tyne, NE1 3BZ, UK.
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22
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Liu W, Anstee QM, Wang X, Gawrieh S, Gamazon ER, Athinarayanan S, Liu YL, Darlay R, Cordell HJ, Daly AK, Day CP, Chalasani N. Transcriptional regulation of PNPLA3 and its impact on susceptibility to nonalcoholic fatty liver Disease (NAFLD) in humans. Aging (Albany NY) 2017; 9:26-40. [PMID: 27744419 PMCID: PMC5310654 DOI: 10.18632/aging.101067] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Accepted: 09/28/2016] [Indexed: 12/22/2022]
Abstract
The increased expression of PNPLA3148M leads to hepatosteatosis in mice. This study aims to investigate the genetic control of hepatic PNPLA3 transcription and to explore its impact on NAFLD risk in humans. Through a locus-wide expression quantitative trait loci (eQTL) mapping in two human liver sample sets, a PNPLA3 intronic SNP, rs139051 A>G was identified as a significant eQTL (p = 6.6×10-8) influencing PNPLA3 transcription, with the A allele significantly associated with increased PNPLA3 mRNA. An electrophoresis mobility shift assay further demonstrated that the A allele has enhanced affinity to nuclear proteins than the G allele. The impact of this eQTL on NAFLD risk was further tested in three independent populations. We found that rs139051 did not independently affect the NAFLD risk, whilst rs738409 did not significantly modulate PNPLA3 transcription but was associated with NAFLD risk. The A-G haplotype associated with higher transcription of the disease-risk rs738409 G allele conferred similar risk for NAFLD compared to the G-G haplotype that possesses a lower transcription level. Our study suggests that the pathogenic role of PNPLA3148M in NAFLD is independent of the gene transcription in humans, which may be attributed to the high endogenous transcription level of PNPLA3 gene in human livers.
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Affiliation(s)
- Wanqing Liu
- Department of Medicinal Chemistry and Molecular Medicine, College of Pharmacy, Purdue University, West Lafayette, IN 47907, USA
| | - Quentin M Anstee
- Liver Research Group, Institute of Cellular Medicine, The Medical School, Newcastle University, Newcastle upon Tyne, UK
| | - Xiaoliang Wang
- Department of Medicinal Chemistry and Molecular Medicine, College of Pharmacy, Purdue University, West Lafayette, IN 47907, USA.,Department of General Surgery, Shanghai Jiaotong University Affiliated First People's Hospital, Shanghai, P. R. China
| | - Samer Gawrieh
- Division of Gastroenterology and Hepatology, Indiana Fatty Liver Disease Research Group, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Eric R Gamazon
- Section of Genetic Medicine, Department of Medicine, The University of Chicago, Chicago, IL 60627, USA.,Division of Genetic Medicine, Department of Medicine, Vanderbilt University, Nashville, TN 37235, USA
| | - Shaminie Athinarayanan
- Department of Medicinal Chemistry and Molecular Medicine, College of Pharmacy, Purdue University, West Lafayette, IN 47907, USA
| | - Yang-Lin Liu
- Liver Research Group, Institute of Cellular Medicine, The Medical School, Newcastle University, Newcastle upon Tyne, UK
| | - Rebecca Darlay
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, UK
| | - Heather J Cordell
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, UK
| | - Ann K Daly
- Liver Research Group, Institute of Cellular Medicine, The Medical School, Newcastle University, Newcastle upon Tyne, UK
| | - Chris P Day
- Liver Research Group, Institute of Cellular Medicine, The Medical School, Newcastle University, Newcastle upon Tyne, UK
| | - Naga Chalasani
- Division of Gastroenterology and Hepatology, Indiana Fatty Liver Disease Research Group, Indiana University School of Medicine, Indianapolis, IN 46202, USA
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Howey RAJ, Eu-ahsunthornwattana J, Darlay R, Cordell HJ. Examination of previously identified associations within the Genetic Analysis Workshop 19 data. BMC Proc 2016; 10:97-101. [PMID: 27980618 PMCID: PMC5133475 DOI: 10.1186/s12919-016-0012-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
We investigate the possible replication of “known” associated single-nucleotide polymorphisms (SNPs) with blood pressure and expression phenotypes. Previous studies have provided a list of 95 SNPs thought to be associated with blood pressure phenotypes, of which 44 were present in the Genetic Analysis Workshop 19 (GAW19) family-imputed genome-wide association studies (GWAS) data and 4 in the GAW19 unrelateds sequence data. Using only the real (not simulated) GAW19 data, we show through the use of statistical tests that account for family relatedness, using FaST-LMM (Factored Spectrally Transformed Linear Mixed Model), that none of our candidate SNPs yields a significant p value. Furthermore, a study of epistasis, aiming to detect statistical interactions between loci with respect to their association with transcription levels has provided a list of 30 associated interacting SNP pairs, of which 13 are present in the GAW19 family GWAS and expression data. We show for this set of results, using the program GEMMA (genome-wide efficient mixed-model analysis) to account for family relatedness, that there is evidence of replication within the real GAW19 data. Two individual SNP pairs reach significance, and the set of remaining results give a combined p value of 0.017 that at least 1 of these remaining SNP pairs interacts to influence an expression phenotype.
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Rushton MD, Reynard LN, Young DA, Shepherd C, Aubourg G, Gee F, Darlay R, Deehan D, Cordell HJ, Loughlin J. Methylation quantitative trait locus analysis of osteoarthritis links epigenetics with genetic risk. Hum Mol Genet 2015; 24:7432-44. [PMID: 26464490 PMCID: PMC4664171 DOI: 10.1093/hmg/ddv433] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Accepted: 10/09/2015] [Indexed: 01/11/2023] Open
Abstract
Osteoarthritis (OA) is a common, painful and debilitating disease of articulating joints resulting from the age-associated loss of cartilage. Well-powered genetic studies have identified a number of DNA polymorphisms that are associated with OA susceptibility. Like most complex trait loci, these OA loci are thought to influence disease susceptibility through the regulation of gene expression, so-called expression quantitative loci, or eQTLs. One mechanism through which eQTLs act is epigenetic, by modulating DNA methylation. In such cases, there are quantitative differences in DNA methylation between the two alleles of the causal polymorphism, with the association signal referred to as a methylation quantitative trait locus, or meQTL. In this study, we aimed to investigate whether the OA susceptibility loci identified to date are functioning as meQTLs by integrating genotype data with whole genome methylation data of cartilage DNA. We investigated potential genotype-methylation correlations within a 1.0-1.5 Mb region surrounding each of 16 OA-associated single-nucleotide polymorphisms (SNPs) in 99 cartilage samples and identified four that function as meQTLs. Three of these replicated in an additional cohort of up to 62 OA patients. These observations suggest that OA susceptibility loci regulate the level of DNA methylation in cis and provide a mechanistic explanation as to how these loci impact upon OA susceptibility, further increasing our understanding of the role of genetics and epigenetics in this common disease.
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Affiliation(s)
| | - Louise N Reynard
- Musculoskeletal Research Group, Institute of Cellular Medicine and
| | - David A Young
- Musculoskeletal Research Group, Institute of Cellular Medicine and
| | - Colin Shepherd
- Musculoskeletal Research Group, Institute of Cellular Medicine and
| | | | - Fiona Gee
- Musculoskeletal Research Group, Institute of Cellular Medicine and
| | - Rebecca Darlay
- Institute of Genetic Medicine, International Centre for Life, Newcastle University, Newcastle upon Tyne NE1 3BZ, UK and
| | - David Deehan
- Musculoskeletal Research Group, Institute of Cellular Medicine and, Freeman Hospital, High Heaton, Newcastle upon Tyne NE7 7DN, UK
| | - Heather J Cordell
- Institute of Genetic Medicine, International Centre for Life, Newcastle University, Newcastle upon Tyne NE1 3BZ, UK and
| | - John Loughlin
- Musculoskeletal Research Group, Institute of Cellular Medicine and,
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25
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Mitchell AL, Bøe Wolff A, MacArthur K, Weaver JU, Vaidya B, Erichsen MM, Darlay R, Husebye ES, Cordell HJ, Pearce SHS. Correction: Linkage Analysis in Autoimmune Addison's Disease: NFATC1 as a Potential Novel Susceptibility Locus. PLoS One 2015; 10:e0138844. [PMID: 26382621 PMCID: PMC4575066 DOI: 10.1371/journal.pone.0138844] [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] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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26
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Mitchell AL, Bøe Wolff A, MacArthur K, Weaver JU, Vaidya B, Erichsen MM, Darlay R, Husebye ES, Cordell HJ, Pearce SHS. Linkage Analysis in Autoimmune Addison's Disease: NFATC1 as a Potential Novel Susceptibility Locus. PLoS One 2015; 10:e0123550. [PMID: 26042420 PMCID: PMC4456164 DOI: 10.1371/journal.pone.0123550] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [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: 09/05/2014] [Accepted: 03/04/2015] [Indexed: 11/20/2022] Open
Abstract
Background Autoimmune Addison’s disease (AAD) is a rare, highly heritable autoimmune endocrinopathy. It is possible that there may be some highly penetrant variants which confer disease susceptibility that have yet to be discovered. Methods DNA samples from 23 multiplex AAD pedigrees from the UK and Norway (50 cases, 67 controls) were genotyped on the Affymetrix SNP 6.0 array. Linkage analysis was performed using Merlin. EMMAX was used to carry out a genome-wide association analysis comparing the familial AAD cases to 2706 UK WTCCC controls. To explore some of the linkage findings further, a replication study was performed by genotyping 64 SNPs in two of the four linked regions (chromosomes 7 and 18), on the Sequenom iPlex platform in three European AAD case-control cohorts (1097 cases, 1117 controls). The data were analysed using a meta-analysis approach. Results In a parametric analysis, applying a rare dominant model, loci on chromosomes 7, 9 and 18 had LOD scores >2.8. In a non-parametric analysis, a locus corresponding to the HLA region on chromosome 6, known to be associated with AAD, had a LOD score >3.0. In the genome-wide association analysis, a SNP cluster on chromosome 2 and a pair of SNPs on chromosome 6 were associated with AAD (P <5x10-7). A meta-analysis of the replication study data demonstrated that three chromosome 18 SNPs were associated with AAD, including a non-synonymous variant in the NFATC1 gene. Conclusion This linkage study has implicated a number of novel chromosomal regions in the pathogenesis of AAD in multiplex AAD families and adds further support to the role of HLA in AAD. The genome-wide association analysis has also identified a region of interest on chromosome 2. A replication study has demonstrated that the NFATC1 gene is worthy of future investigation, however each of the regions identified require further, systematic analysis.
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Affiliation(s)
- Anna L. Mitchell
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom
- * E-mail:
| | - Anette Bøe Wolff
- Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Katie MacArthur
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Jolanta U. Weaver
- Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Bijay Vaidya
- Royal Devon and Exeter NHS Foundation Trust, Exeter, United Kingdom
| | | | | | - Rebecca Darlay
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Eystein S. Husebye
- Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Medicine, Haukeland University Hospital, Bergen, Norway
| | - Heather J. Cordell
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Simon H. S. Pearce
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, United Kingdom
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Darlay R, Stear MJ, Mason S, Smith J, Shaw MA. The heritability of abortion in pedigree Charollais flocks. Anim Reprod Sci 2014; 149:297-304. [PMID: 25037445 DOI: 10.1016/j.anireprosci.2014.06.028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [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: 11/18/2013] [Revised: 06/16/2014] [Accepted: 06/23/2014] [Indexed: 12/01/2022]
Abstract
Foetal death, or abortion at term, in sheep is of major significance to the livestock industry, accounting for more than £24million lost per annum. We have investigated whether there is a genetic component to abortion within two flocks of pedigree Charollais sheep, one followed from 1989 to 2006, the other from 1992 to 2006. Abortion occurred at a rate of 5.74-8.78% per annum against a total mortality rate of 14-24%. By model covariate analysis we have shown that 15.5% aborting ewes went on to have one or more abortions and that this risk increased with parity (p=0.006). Heritability estimates were approximately 0.08 as calculated by SOLAR, pedigreemm and ASReml3, with sire and dam components of 0.046 and 0.048, respectively. Where the lamb was aborted, heritability estimates were highly variable according to the method employed, 0.046-0.378, with sex of the lamb being a significant covariate. This variability indicated one or more underlying, significant factors that were not measured in these analyses, potentially including infectious agents that may be involved. Nevertheless, the ASReml3 estimate (0.179) resolved to 0.074 variance attributable to the sire and 0.092 attributable to the dam, which, while not significant, was suggestive that genetic variants passed by the dam to the lamb may be of more weight than that from the sire in determining whether a lamb will abort.
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Affiliation(s)
- Rebecca Darlay
- School of Biology, Miall Building, University of Leeds, Leeds LS2 9JT, UK.
| | - Michael J Stear
- Institute of Production, Disease and Welfare, University of Glasgow, Glasgow G61 1QH, UK
| | - Sam Mason
- School of Biology, Miall Building, University of Leeds, Leeds LS2 9JT, UK
| | - Judith Smith
- Environment and Life Sciences, University of Salford, Salford M5 4WT, UK
| | - Marie-Anne Shaw
- Leeds Institute of Biomedical and Clinical Sciences, St James's University Hospital, University of Leeds, Leeds LS9 7TF, UK
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Wilson V, Darlay R, Wong W, Wood KM, McFarlane J, Schejbel L, Schmidt IM, Harris CL, Tellez J, Hunze EM, Marchbank K, Goodship JA, Goodship THJ. Genotype/phenotype correlations in complement factor H deficiency arising from uniparental isodisomy. Am J Kidney Dis 2013; 62:978-83. [PMID: 23870792 DOI: 10.1053/j.ajkd.2013.05.020] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [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: 01/07/2013] [Accepted: 05/15/2013] [Indexed: 11/11/2022]
Abstract
We report a male infant who presented at 8 months of age with atypical hemolytic uremic syndrome (aHUS) responsive to plasma therapy. Investigation showed him to have complement factor H (CFH) deficiency associated with a homozygous CFH mutation (c.2880delT [p.Phe960fs]). Mutation screening of the child's parents revealed that the father was heterozygous for this change but that it was not present in his mother. Chromosome 1 uniparental isodisomy of paternal origin was confirmed by genotyping chromosome 1 SNPs. CD46 SNP genotyping was undertaken in this individual and another patient with CFH deficiency associated with chromosome 1 uniparental isodisomy. This showed a homozygous aHUS risk haplotype (CD46GGAAC) in the patient with aHUS and a homozygous glomerulonephritis risk haplotype (CD46AAGGT) in the patient with endocapillary glomerulonephritis. We also showed that FHL-1 (factor H-like protein 1) was present in the patient with aHUS and absent in the patient with glomerulonephritis. This study emphasizes that modifiers such as CD46 and FHL-1 may determine the kidney phenotype of patients who present with homozygous CFH deficiency.
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Affiliation(s)
- Valerie Wilson
- Northern Molecular Genetics Service, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
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29
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Darlow JM, Dobson MG, Darlay R, Molony CM, Hunziker M, Green AJ, Cordell HJ, Puri P, Barton DE. A new genome scan for primary nonsyndromic vesicoureteric reflux emphasizes high genetic heterogeneity and shows linkage and association with various genes already implicated in urinary tract development. Mol Genet Genomic Med 2013; 2:7-29. [PMID: 24498626 PMCID: PMC3907909 DOI: 10.1002/mgg3.22] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [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: 02/12/2013] [Accepted: 05/21/2013] [Indexed: 12/18/2022] Open
Abstract
Primary vesicoureteric reflux (VUR), the retrograde flow of urine from the bladder toward the kidneys, results from a developmental anomaly of the vesicoureteric valve mechanism, and is often associated with other urinary tract anomalies. It is the most common urological problem in children, with an estimated prevalence of 1–2%, and is a major cause of hypertension in childhood and of renal failure in childhood or adult life. We present the results of a genetic linkage and association scan using 900,000 markers. Our linkage results show a large number of suggestive linkage peaks, with different results in two groups of families, suggesting that VUR is even more genetically heterogeneous than previously imagined. The only marker achieving P < 0.02 for linkage in both groups of families is 270 kb from EMX2. In three sibships, we found recessive linkage to KHDRBS3, previously reported in a Somali family. In another family we discovered sex-reversal associated with VUR, implicating PRKX, for which there was weak support for dominant linkage in the overall data set. Several other candidate genes are suggested by our linkage or association results, and four of our linkage peaks are within copy-number variants recently found to be associated with renal hypodysplasia. Undoubtedly there are many genes related to VUR. Our study gives support to some loci suggested by earlier studies as well as suggesting new ones, and provides numerous indications for further investigations.
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Affiliation(s)
- J M Darlow
- National Centre for Medical Genetics, Our Lady's Children's Hospital Crumlin, Dublin, 12, Ireland ; National Children's Research Centre, Our Lady's Children's Hospital Crumlin, Dublin, 12, Ireland
| | - M G Dobson
- National Centre for Medical Genetics, Our Lady's Children's Hospital Crumlin, Dublin, 12, Ireland ; National Children's Research Centre, Our Lady's Children's Hospital Crumlin, Dublin, 12, Ireland
| | - R Darlay
- Institute of Genetic Medicine, Newcastle University Newcastle upon Tyne, United Kingdom
| | - C M Molony
- Merck & Co. Inc 1 Merck Drive, Whitehouse Station, New Jersey, 08889
| | - M Hunziker
- National Children's Research Centre, Our Lady's Children's Hospital Crumlin, Dublin, 12, Ireland ; National Children's Hospital Tallaght, Dublin, 24, Ireland
| | - A J Green
- National Centre for Medical Genetics, Our Lady's Children's Hospital Crumlin, Dublin, 12, Ireland ; University College Dublin UCD School of Medicine and Medical Sciences, Our Lady's Children's Hospital Crumlin, Dublin, 12, Ireland
| | - H J Cordell
- Institute of Genetic Medicine, Newcastle University Newcastle upon Tyne, United Kingdom
| | - P Puri
- National Children's Research Centre, Our Lady's Children's Hospital Crumlin, Dublin, 12, Ireland ; National Children's Hospital Tallaght, Dublin, 24, Ireland
| | - D E Barton
- National Centre for Medical Genetics, Our Lady's Children's Hospital Crumlin, Dublin, 12, Ireland ; University College Dublin UCD School of Medicine and Medical Sciences, Our Lady's Children's Hospital Crumlin, Dublin, 12, Ireland
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Cordell HJ, Töpf A, Mamasoula C, Postma AV, Bentham J, Zelenika D, Heath S, Blue G, Cosgrove C, Granados Riveron J, Darlay R, Soemedi R, Wilson IJ, Ayers KL, Rahman TJ, Hall D, Mulder BJM, Zwinderman AH, van Engelen K, Brook JD, Setchfield K, Bu'Lock FA, Thornborough C, O'Sullivan J, Stuart AG, Parsons J, Bhattacharya S, Winlaw D, Mital S, Gewillig M, Breckpot J, Devriendt K, Moorman AFM, Rauch A, Lathrop GM, Keavney BD, Goodship JA. Genome-wide association study identifies loci on 12q24 and 13q32 associated with tetralogy of Fallot. Hum Mol Genet 2013; 22:1473-81. [PMID: 23297363 PMCID: PMC3596849 DOI: 10.1093/hmg/dds552] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.9] [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: 01/02/2023] Open
Abstract
We conducted a genome-wide association study to search for risk alleles associated with Tetralogy of Fallot (TOF), using a northern European discovery set of 835 cases and 5159 controls. A region on chromosome 12q24 was associated (P = 1.4 × 10(-7)) and replicated convincingly (P = 3.9 × 10(-5)) in 798 cases and 2931 controls [per allele odds ratio (OR) = 1.27 in replication cohort, P = 7.7 × 10(-11) in combined populations]. Single nucleotide polymorphisms in the glypican 5 gene on chromosome 13q32 were also associated (P = 1.7 × 10(-7)) and replicated convincingly (P = 1.2 × 10(-5)) in 789 cases and 2927 controls (per allele OR = 1.31 in replication cohort, P = 3.03 × 10(-11) in combined populations). Four additional regions on chromosomes 10, 15 and 16 showed suggestive association accompanied by nominal replication. This study, the first genome-wide association study of a congenital heart malformation phenotype, provides evidence that common genetic variation influences the risk of TOF.
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Affiliation(s)
- Heather J Cordell
- Institute of Genetic Medicine, Newcastle University, Newcastle upon Tyne, UK
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31
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Soemedi R, Wilson I, Bentham J, Darlay R, Töpf A, Zelenika D, Cosgrove C, Setchfield K, Thornborough C, Granados-Riveron J, Blue G, Breckpot J, Hellens S, Zwolinkski S, Glen E, Mamasoula C, Rahman T, Hall D, Rauch A, Devriendt K, Gewillig M, O’ Sullivan J, Winlaw D, Bu’Lock F, Brook J, Bhattacharya S, Lathrop M, Santibanez-Koref M, Cordell H, Goodship J, Keavney B. Contribution of global rare copy-number variants to the risk of sporadic congenital heart disease. Am J Hum Genet 2012; 91:489-501. [PMID: 22939634 DOI: 10.1016/j.ajhg.2012.08.003] [Citation(s) in RCA: 215] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2012] [Revised: 04/25/2012] [Accepted: 08/02/2012] [Indexed: 10/28/2022] Open
Abstract
Previous studies have shown that copy-number variants (CNVs) contribute to the risk of complex developmental phenotypes. However, the contribution of global CNV burden to the risk of sporadic congenital heart disease (CHD) remains incompletely defined. We generated genome-wide CNV data by using Illumina 660W-Quad SNP arrays in 2,256 individuals with CHD, 283 trio CHD-affected families, and 1,538 controls. We found association of rare genic deletions with CHD risk (odds ratio [OR] = 1.8, p = 0.0008). Rare deletions in study participants with CHD had higher gene content (p = 0.001) with higher haploinsufficiency scores (p = 0.03) than they did in controls, and they were enriched with Wnt-signaling genes (p = 1 × 10(-5)). Recurrent 15q11.2 deletions were associated with CHD risk (OR = 8.2, p = 0.02). Rare de novo CNVs were observed in ~5% of CHD trios; 10 out of 11 occurred on the paternally transmitted chromosome (p = 0.01). Some of the rare de novo CNVs spanned genes known to be involved in heart development (e.g., HAND2 and GJA5). Rare genic deletions contribute ~4% of the population-attributable risk of sporadic CHD. Second to previously described CNVs at 1q21.1, deletions at 15q11.2 and those implicating Wnt signaling are the most significant contributors to the risk of sporadic CHD. Rare de novo CNVs identified in CHD trios exhibit paternal origin bias.
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32
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Soemedi R, Topf A, Wilson IJ, Darlay R, Rahman T, Glen E, Hall D, Huang N, Bentham J, Bhattacharya S, Cosgrove C, Brook JD, Granados-Riveron J, Setchfield K, Bu'Lock F, Thornborough C, Devriendt K, Breckpot J, Hofbeck M, Lathrop M, Rauch A, Blue GM, Winlaw DS, Hurles M, Santibanez-Koref M, Cordell HJ, Goodship JA, Keavney BD. Phenotype-specific effect of chromosome 1q21.1 rearrangements and GJA5 duplications in 2436 congenital heart disease patients and 6760 controls. Hum Mol Genet 2012; 21:1513-20. [PMID: 22199024 PMCID: PMC3298277 DOI: 10.1093/hmg/ddr589] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.2] [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: 10/22/2011] [Accepted: 12/10/2011] [Indexed: 01/09/2023] Open
Abstract
Recurrent rearrangements of chromosome 1q21.1 that occur via non-allelic homologous recombination have been associated with variable phenotypes exhibiting incomplete penetrance, including congenital heart disease (CHD). However, the gene or genes within the ~1 Mb critical region responsible for each of the associated phenotypes remains unknown. We examined the 1q21.1 locus in 948 patients with tetralogy of Fallot (TOF), 1488 patients with other forms of CHD and 6760 ethnically matched controls using single nucleotide polymorphism genotyping arrays (Illumina 660W and Affymetrix 6.0) and multiplex ligation-dependent probe amplification. We found that duplication of 1q21.1 was more common in cases of TOF than in controls [odds ratio (OR) 30.9, 95% confidence interval (CI) 8.9-107.6); P = 2.2 × 10(-7)], but deletion was not. In contrast, deletion of 1q21.1 was more common in cases of non-TOF CHD than in controls [OR 5.5 (95% CI 1.4-22.0); P = 0.04] while duplication was not. We also detected rare (n = 3) 100-200 kb duplications within the critical region of 1q21.1 in cases of TOF. These small duplications encompassed a single gene in common, GJA5, and were enriched in cases of TOF in comparison to controls [OR = 10.7 (95% CI 1.8-64.3), P = 0.01]. These findings show that duplication and deletion at chromosome 1q21.1 exhibit a degree of phenotypic specificity in CHD, and implicate GJA5 as the gene responsible for the CHD phenotypes observed with copy number imbalances at this locus.
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Affiliation(s)
- Rachel Soemedi
- Institute of Genetic Medicine, Newcastle University, Newcastle, UK
| | - Ana Topf
- Institute of Genetic Medicine, Newcastle University, Newcastle, UK
| | - Ian J. Wilson
- Institute of Genetic Medicine, Newcastle University, Newcastle, UK
| | - Rebecca Darlay
- Institute of Genetic Medicine, Newcastle University, Newcastle, UK
| | - Thahira Rahman
- Institute of Genetic Medicine, Newcastle University, Newcastle, UK
| | - Elise Glen
- Institute of Genetic Medicine, Newcastle University, Newcastle, UK
| | - Darroch Hall
- Institute of Genetic Medicine, Newcastle University, Newcastle, UK
| | - Ni Huang
- Wellcome Trust Sanger Institute, Cambridge, UK
| | - Jamie Bentham
- Department of Cardiovascular Medicine, University of Oxford, Oxford, UK
| | | | | | - J. David Brook
- School of Biology, University of Nottingham, Nottingham, UK
| | | | | | | | | | | | - Jeroen Breckpot
- Center for Human Genetics, University Hospital Leuven, Leuven, Belgium
| | | | - Mark Lathrop
- Commissariat a l'Energie Atomique, Evry Cedex, France
| | - Anita Rauch
- Institute of Medical Genetics, University of Zurich, Zurich-Schwerzenbach, Switzerland and
| | - Gillian M. Blue
- Heart Centre for Children, The Children's Hospital at Westmead, Sydney, Australia
| | - David S. Winlaw
- Heart Centre for Children, The Children's Hospital at Westmead, Sydney, Australia
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Cordell HJ, Darlay R, Charoen P, Stewart A, Gullett AM, Lambert HJ, Malcolm S, Feather SA, Goodship THJ, Woolf AS, Kenda RB, Goodship JA. Whole-genome linkage and association scan in primary, nonsyndromic vesicoureteric reflux. J Am Soc Nephrol 2009; 21:113-23. [PMID: 19959718 DOI: 10.1681/asn.2009060624] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
Primary vesicoureteric reflux accounts for approximately 10% of kidney failure requiring dialysis or transplantation, and sibling studies suggest a large genetic component. Here, we report a whole-genome linkage and association scan in primary, nonsyndromic vesicoureteric reflux and reflux nephropathy. We used linkage and family-based association approaches to analyze 320 white families (661 affected individuals, generally from families with two affected siblings) from two populations (United Kingdom and Slovenian). We found modest evidence of linkage but no clear overlap with previous studies. We tested for but did not detect association with six candidate genes (AGTR2, HNF1B, PAX2, RET, ROBO2, and UPK3A). Family-based analysis detected associations with one single-nucleotide polymorphism (SNP) in the UK families, with three SNPs in the Slovenian families, and with three SNPs in the combined families. A case-control analysis detected associations with three additional SNPs. The results of this study, which is the largest to date investigating the genetics of reflux, suggest that major loci may not exist for this common renal tract malformation within European populations.
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Affiliation(s)
- Heather J Cordell
- Institute of Human Genetics, Newcastle University, International Centre for Life, Newcastle upon Tyne, NE1 3BZ, UK
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