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Mathey CM, Maj C, Eriksson N, Krebs K, Westmeier J, David FS, Koromina M, Scheer AB, Szabo N, Wedi B, Wieczorek D, Amann PM, Löffler H, Koch L, Schöffl C, Dickel H, Ganjuur N, Hornung T, Buhl T, Greve J, Wurpts G, Aygören-Pürsün E, Steffens M, Herms S, Heilmann-Heimbach S, Hoffmann P, Schmidt B, Mavarani L, Andresen T, Sørensen SB, Andersen V, Vogel U, Landén M, Bulik CM, Bygum A, Magnusson PKE, von Buchwald C, Hallberg P, Rye Ostrowski S, Sørensen E, Pedersen OB, Ullum H, Erikstrup C, Bundgaard H, Milani L, Rasmussen ER, Wadelius M, Ghouse J, Sachs B, Nöthen MM, Forstner AJ. Meta-analysis of ACE inhibitor-induced angioedema identifies novel risk locus. J Allergy Clin Immunol 2024; 153:1073-1082. [PMID: 38300190 DOI: 10.1016/j.jaci.2023.11.921] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 10/20/2023] [Accepted: 11/13/2023] [Indexed: 02/02/2024]
Abstract
BACKGROUND Angioedema is a rare but potentially life-threatening adverse drug reaction in patients receiving angiotensin-converting enzyme inhibitors (ACEis). Research suggests that susceptibility to ACEi-induced angioedema (ACEi-AE) involves both genetic and nongenetic risk factors. Genome- and exome-wide studies of ACEi-AE have identified the first genetic risk loci. However, understanding of the underlying pathophysiology remains limited. OBJECTIVE We sought to identify further genetic factors of ACEi-AE to eventually gain a deeper understanding of its pathophysiology. METHODS By combining data from 8 cohorts, a genome-wide association study meta-analysis was performed in more than 1000 European patients with ACEi-AE. Secondary bioinformatic analyses were conducted to fine-map associated loci, identify relevant genes and pathways, and assess the genetic overlap between ACEi-AE and other traits. Finally, an exploratory cross-ancestry analysis was performed to assess shared genetic factors in European and African-American patients with ACEi-AE. RESULTS Three genome-wide significant risk loci were identified. One of these, located on chromosome 20q11.22, has not been implicated previously in ACEi-AE. Integrative secondary analyses highlighted previously reported genes (BDKRB2 [bradykinin receptor B2] and F5 [coagulation factor 5]) as well as biologically plausible novel candidate genes (PROCR [protein C receptor] and EDEM2 [endoplasmic reticulum degradation enhancing alpha-mannosidase like protein 2]). Lead variants at the risk loci were found with similar effect sizes and directions in an African-American cohort. CONCLUSIONS The present results contributed to a deeper understanding of the pathophysiology of ACEi-AE by (1) providing further evidence for the involvement of bradykinin signaling and coagulation pathways and (2) suggesting, for the first time, the involvement of the fibrinolysis pathway in this adverse drug reaction. An exploratory cross-ancestry comparison implicated the relevance of the associated risk loci across diverse ancestries.
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Affiliation(s)
- Carina M Mathey
- Institute of Human Genetics, University of Bonn, School of Medicine and University Hospital Bonn, Bonn, Germany
| | - Carlo Maj
- Institute for Genomic Statistics and Bioinformatics, University Hospital Bonn, Bonn, Germany; Centre for Human Genetics, University of Marburg, Marburg, Germany
| | - Niclas Eriksson
- Uppsala Clinical Research Center, Uppsala, Sweden; Department of Medical Sciences, Clinical Pharmacogenomics and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Kristi Krebs
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Julia Westmeier
- Institute of Human Genetics, University of Bonn, School of Medicine and University Hospital Bonn, Bonn, Germany
| | - Friederike S David
- Institute of Human Genetics, University of Bonn, School of Medicine and University Hospital Bonn, Bonn, Germany
| | | | - Annika B Scheer
- Institute of Human Genetics, University of Bonn, School of Medicine and University Hospital Bonn, Bonn, Germany
| | - Nora Szabo
- Institute of Human Genetics, University of Bonn, School of Medicine and University Hospital Bonn, Bonn, Germany
| | - Bettina Wedi
- Department of Dermatology and Allergy, Comprehensive Allergy Center, Hannover Medical School, Hannover, Germany
| | - Dorothea Wieczorek
- Department of Dermatology and Allergy, Comprehensive Allergy Center, Hannover Medical School, Hannover, Germany
| | - Philipp M Amann
- Department of Medicine, Faculty of Medicine and Dentistry, Danube Private University, Krems, Austria
| | - Harald Löffler
- Department of Dermatology, SLK Hospital Heilbronn, Heilbronn, Germany
| | - Lukas Koch
- Department of Dermatology and Venereology, Medical University Graz, Graz, Austria
| | - Clemens Schöffl
- Department of Dermatology and Venereology, Medical University Graz, Graz, Austria
| | - Heinrich Dickel
- Department of Dermatology, Venereology and Allergology, St Josef Hospital, University Medical Center, Ruhr University Bochum, Bochum, Germany
| | - Nomun Ganjuur
- Department of Dermatology, Venereology and Allergology, St Josef Hospital, University Medical Center, Ruhr University Bochum, Bochum, Germany; Institute of Health Care Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Thorsten Hornung
- Department of Dermatology and Allergy, University Hospital of Bonn, Bonn, Germany
| | - Timo Buhl
- Department of Dermatology, Venereology and Allergology, University Medical Center Göttingen, Göttingen, Germany
| | - Jens Greve
- Department of Otorhinolaryngology-Head and Neck Surgery, Ulm University Medical Center, Ulm, Germany
| | - Gerda Wurpts
- Department of Dermatology and Allergy, Aachen Comprehensive Allergy Center, University Hospital RWTH Aachen, Aachen, Germany
| | - Emel Aygören-Pürsün
- Department for Children and Adolescents, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt, Germany
| | - Michael Steffens
- Research Division, Federal Institute for Drugs and Medical Devices, Bonn, Germany
| | - Stefan Herms
- Institute of Human Genetics, University of Bonn, School of Medicine and University Hospital Bonn, Bonn, Germany
| | - Stefanie Heilmann-Heimbach
- Institute of Human Genetics, University of Bonn, School of Medicine and University Hospital Bonn, Bonn, Germany
| | - Per Hoffmann
- Institute of Human Genetics, University of Bonn, School of Medicine and University Hospital Bonn, Bonn, Germany
| | - Börge Schmidt
- Institute for Medical Informatics, Biometry and Epidemiology, University Hospital of Essen, University of Duisburg-Essen, Essen, Germany
| | - Laven Mavarani
- Institute for Medical Informatics, Biometry and Epidemiology, University Hospital of Essen, University of Duisburg-Essen, Essen, Germany
| | - Trine Andresen
- Molecular Diagnostics and Clinical Research Unit, Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Signe Bek Sørensen
- Molecular Diagnostics and Clinical Research Unit, Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Vibeke Andersen
- Molecular Diagnostics and Clinical Research Unit, Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark; Institute of Molecular Medicine, University of Southern Denmark, Odense, Denmark; OPEN, University of Southern Denmark, Odense, Denmark
| | - Ulla Vogel
- National Research Centre for the Working Environment, Copenhagen, Denmark
| | - Mikael Landén
- Institute of Neuroscience and Physiology, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden; Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Cynthia M Bulik
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden; Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC; Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Anette Bygum
- Department of Clinical Institute, University of Southern Denmark, Odense, Denmark; Department of Clinical Genetics, Odense University Hospital, Odense, Denmark
| | - Patrik K E Magnusson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Christian von Buchwald
- Department of Otorhinolaryngology-Head and Neck Surgery and Audiology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Pär Hallberg
- Department of Medical Sciences, Clinical Pharmacogenomics and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Sisse Rye Ostrowski
- Department of Clinical Immunology, Copenhagen Hospital Biobank Unit, Rigshospitalet, Copenhagen, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Erik Sørensen
- Department of Clinical Immunology, Copenhagen Hospital Biobank Unit, Rigshospitalet, Copenhagen, Denmark
| | - Ole B Pedersen
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | | | - Christian Erikstrup
- Departments of Clinical Immunology, Aarhus University, Aarhus, Denmark; Departments of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Henning Bundgaard
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Lili Milani
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Eva Rye Rasmussen
- Department of Otorhinolaryngology-Head and Neck Surgery and Audiology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark; Departments of Private Practice Ølsemaglevej, Køge, Denmark
| | - Mia Wadelius
- Department of Medical Sciences, Clinical Pharmacogenomics and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Jonas Ghouse
- Laboratory for Molecular Cardiology, Department of Cardiology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark; Laboratory for Molecular Cardiology, Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Bernhardt Sachs
- Department of Dermatology and Allergy, Aachen Comprehensive Allergy Center, University Hospital RWTH Aachen, Aachen, Germany; Research Division, Federal Institute for Drugs and Medical Devices, Bonn, Germany
| | - Markus M Nöthen
- Institute of Human Genetics, University of Bonn, School of Medicine and University Hospital Bonn, Bonn, Germany
| | - Andreas J Forstner
- Institute of Human Genetics, University of Bonn, School of Medicine and University Hospital Bonn, Bonn, Germany; Institute of Neuroscience and Medicine (INM-1), Research Center Jülich, Jülich, Germany.
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