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Zheng T, Ellinghaus D, Juzenas S, Cossais F, Burmeister G, Mayr G, Jørgensen IF, Teder-Laving M, Skogholt AH, Chen S, Strege PR, Ito G, Banasik K, Becker T, Bokelmann F, Brunak S, Buch S, Clausnitzer H, Datz C, Degenhardt F, Doniec M, Erikstrup C, Esko T, Forster M, Frey N, Fritsche LG, Gabrielsen ME, Gräßle T, Gsur A, Gross J, Hampe J, Hendricks A, Hinz S, Hveem K, Jongen J, Junker R, Karlsen TH, Hemmrich-Stanisak G, Kruis W, Kupcinskas J, Laubert T, Rosenstiel PC, Röcken C, Laudes M, Leendertz FH, Lieb W, Limperger V, Margetis N, Mätz-Rensing K, Németh CG, Ness-Jensen E, Nowak-Göttl U, Pandit A, Pedersen OB, Peleikis HG, Peuker K, Rodriguez CL, Rühlemann MC, Schniewind B, Schulzky M, Skieceviciene J, Tepel J, Thomas L, Uellendahl-Werth F, Ullum H, Vogel I, Volzke H, von Fersen L, von Schönfels W, Vanderwerff B, Wilking J, Wittig M, Zeissig S, Zobel M, Zawistowski M, Vacic V, Sazonova O, Noblin ES, Farrugia G, Beyder A, Wedel T, Kahlke V, Schafmayer C, D'Amato M, Franke A. Genome-wide analysis of 944 133 individuals provides insights into the etiology of haemorrhoidal disease. Gut 2021; 70:gutjnl-2020-323868. [PMID: 33888516 PMCID: PMC8292596 DOI: 10.1136/gutjnl-2020-323868] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 03/19/2021] [Accepted: 03/30/2021] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Haemorrhoidal disease (HEM) affects a large and silently suffering fraction of the population but its aetiology, including suspected genetic predisposition, is poorly understood. We report the first genome-wide association study (GWAS) meta-analysis to identify genetic risk factors for HEM to date. DESIGN We conducted a GWAS meta-analysis of 218 920 patients with HEM and 725 213 controls of European ancestry. Using GWAS summary statistics, we performed multiple genetic correlation analyses between HEM and other traits as well as calculated HEM polygenic risk scores (PRS) and evaluated their translational potential in independent datasets. Using functional annotation of GWAS results, we identified HEM candidate genes, which differential expression and coexpression in HEM tissues were evaluated employing RNA-seq analyses. The localisation of expressed proteins at selected loci was investigated by immunohistochemistry. RESULTS We demonstrate modest heritability and genetic correlation of HEM with several other diseases from the GI, neuroaffective and cardiovascular domains. HEM PRS validated in 180 435 individuals from independent datasets allowed the identification of those at risk and correlated with younger age of onset and recurrent surgery. We identified 102 independent HEM risk loci harbouring genes whose expression is enriched in blood vessels and GI tissues, and in pathways associated with smooth muscles, epithelial and endothelial development and morphogenesis. Network transcriptomic analyses highlighted HEM gene coexpression modules that are relevant to the development and integrity of the musculoskeletal and epidermal systems, and the organisation of the extracellular matrix. CONCLUSION HEM has a genetic component that predisposes to smooth muscle, epithelial and connective tissue dysfunction.
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Affiliation(s)
- Tenghao Zheng
- School of Biological Sciences, Monash University, Clayton, Victoria, Australia
- Unit of Clinical Epidemiology, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - David Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
- Novo Nordisk Foundation Center for Protein Research, Disease Systems Biology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Simonas Juzenas
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
- Institute of Biotechnology, Life Science Centre, Vilnius University, Vilnius, Lithuania
| | - François Cossais
- Institute of Anatomy, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Greta Burmeister
- Department for General, Visceral, Vascular and Transplantation Surgery, University Medical Center Rostock, Rostock, Germany
| | - Gabriele Mayr
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Isabella Friis Jørgensen
- Novo Nordisk Foundation Center for Protein Research, Disease Systems Biology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | | | - Anne Heidi Skogholt
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
| | - Sisi Chen
- Enteric NeuroScience Program, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Peter R Strege
- Enteric NeuroScience Program, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Go Ito
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
- Institute of Advanced Research, Tokyo Medical and Dental University, Tokyo, Japan
| | - Karina Banasik
- Novo Nordisk Foundation Center for Protein Research, Disease Systems Biology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Thomas Becker
- Department of General-, Visceral- Transplant-, Thoracic and Pediatric Surgery, Kiel University, Kiel, Germany
| | | | - Søren Brunak
- Novo Nordisk Foundation Center for Protein Research, Disease Systems Biology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Stephan Buch
- Medical Department 1, University Hospital Dresden, Technische Universität Dresden (TU Dresden), Dresden, Germany
| | - Hartmut Clausnitzer
- University Hospital Schleswig-Holstein, Institute of Clinical Chemistry, Thrombosis & Hemostasis Treatment Center, Campus Kiel & Lübeck, Kiel, Germany
| | - Christian Datz
- Department of Internal Medicine, Hospital Oberndorf, Teaching Hospital of the Paracelsus Private Medical University of Salzburg, Oberndorf, Austria
| | - Frauke Degenhardt
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Marek Doniec
- Medical office for Colo-Proctology Kiel, Kiel, Germany
| | - Christian Erikstrup
- Department of Clinical Immunology, Aarhus University Hospital, Aarhus, Denmark
| | - Tõnu Esko
- Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Michael Forster
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Norbert Frey
- Department of Internal Medicine III, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
- Department of Internal Medicine III, University Hospital Heidelberg, Heidelberg, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Lübeck, Kiel, Germany
| | - Lars G Fritsche
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA
| | - Maiken Elvestad Gabrielsen
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
| | - Tobias Gräßle
- Epidemiology of highly pathogenic microorganisms, Robert Koch-Institute, Berlin, Germany
- Department of Primatology, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany
| | - Andrea Gsur
- Department of Medicine I, Institute of Cancer Research, Medical University Vienna, Vienna, Austria
| | - Justus Gross
- Department for General, Visceral, Vascular and Transplantation Surgery, University Medical Center Rostock, Rostock, Germany
| | - Jochen Hampe
- Medical Department 1, University Hospital Dresden, Technische Universität Dresden (TU Dresden), Dresden, Germany
- Center for Regenerative Therapies Dresden (CRTD), Technische Universität (TU) Dresden, Dresden, Germany
| | - Alexander Hendricks
- Department for General, Visceral, Vascular and Transplantation Surgery, University Medical Center Rostock, Rostock, Germany
| | - Sebastian Hinz
- Department for General, Visceral, Vascular and Transplantation Surgery, University Medical Center Rostock, Rostock, Germany
| | - Kristian Hveem
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
| | - Johannes Jongen
- Department of Proctological Surgery Park Klinik Kiel, Kiel, Germany
- Proctological Office Kiel, Kiel, Germany
| | - Ralf Junker
- University Hospital Schleswig-Holstein, Institute of Clinical Chemistry, Thrombosis & Hemostasis Treatment Center, Campus Kiel & Lübeck, Kiel, Germany
| | - Tom Hemming Karlsen
- Research Institute for Internal Medicine, Division of Surgery, Inflammatory Diseases and Transplantation, Oslo University Hospital Rikshospitalet and University of Oslo, Oslo, Norway
| | - Georg Hemmrich-Stanisak
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Wolfgang Kruis
- Faculty of Medicine, University of Cologne, Cologne, Germany
| | - Juozas Kupcinskas
- Department of Gastroenterology, Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Tilman Laubert
- Department of Proctological Surgery Park Klinik Kiel, Kiel, Germany
- Proctological Office Kiel, Kiel, Germany
- University of Lübeck, Lübeck, Germany
| | - Philip C Rosenstiel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
- University Hospital of Schleswig-Holstein (UKSH), Kiel Campus, Kiel, Germany
| | - Christoph Röcken
- Department of Pathology, University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Matthias Laudes
- Division of Endocrinology, Diabetes and Clinical Nutrition, Department of Medicine 1, University of Kiel, Kiel, Germany
| | - Fabian H Leendertz
- Epidemiology of highly pathogenic microorganisms, Robert Koch-Institute, Berlin, Germany
- Department of Primatology, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany
| | - Wolfgang Lieb
- Institute of Epidemiology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Verena Limperger
- University Hospital Schleswig-Holstein, Institute of Clinical Chemistry, Thrombosis & Hemostasis Treatment Center, Campus Kiel & Lübeck, Kiel, Germany
| | | | - Kerstin Mätz-Rensing
- Pathology Unit, German Primate Center, Leibniz Institute for Primatology, Göttingen, Germany
| | - Christopher Georg Németh
- Department of General-, Visceral- Transplant-, Thoracic and Pediatric Surgery, Kiel University, Kiel, Germany
- Department of Ophthalmology, Hospital Frankfurt Hoechst, Frankfurt, Germany
| | - Eivind Ness-Jensen
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
- Upper Gastrointestinal Surgery, Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Department of Medicine, Levanger Hospital, Nord-Trøndelag Hospital Trust, Levanger, Norway
| | - Ulrike Nowak-Göttl
- University Hospital Schleswig-Holstein, Institute of Clinical Chemistry, Thrombosis & Hemostasis Treatment Center, Campus Kiel & Lübeck, Kiel, Germany
| | - Anita Pandit
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA
| | | | - Hans Günter Peleikis
- Department of Proctological Surgery Park Klinik Kiel, Kiel, Germany
- Proctological Office Kiel, Kiel, Germany
| | - Kenneth Peuker
- Medical Department 1, University Hospital Dresden, Technische Universität Dresden (TU Dresden), Dresden, Germany
- Center for Regenerative Therapies Dresden (CRTD), Technische Universität (TU) Dresden, Dresden, Germany
| | - Cristina Leal Rodriguez
- Novo Nordisk Foundation Center for Protein Research, Disease Systems Biology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | | | | | - Martin Schulzky
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Jurgita Skieceviciene
- Department of Gastroenterology, Institute for Digestive Research, Lithuanian University of Health Sciences, Kaunas, Lithuania
| | - Jürgen Tepel
- Department of General and Thoracic Surgery, Hospital Osnabrück, Osnabrück, Germany
| | - Laurent Thomas
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
- BioCore - Bioinformatics Core Facility, Norwegian University of Science and Technology, Trondheim, Norway
- Clinic of Laboratory Medicine, St.Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | | | - Henrik Ullum
- Department of Clinical Immunology, Copenhagen University Hospital, Copenhagen, Denmark
| | - Ilka Vogel
- Department of Surgery, Community Hospital Kiel, Kiel, Germany
| | - Henry Volzke
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | | | - Witigo von Schönfels
- Department of General-, Visceral- Transplant-, Thoracic and Pediatric Surgery, Kiel University, Kiel, Germany
| | - Brett Vanderwerff
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA
| | - Julia Wilking
- Department for General, Visceral, Vascular and Transplantation Surgery, University Medical Center Rostock, Rostock, Germany
| | - Michael Wittig
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Sebastian Zeissig
- Medical Department 1, University Hospital Dresden, Technische Universität Dresden (TU Dresden), Dresden, Germany
- Center for Regenerative Therapies Dresden (CRTD), Technische Universität (TU) Dresden, Dresden, Germany
| | - Myrko Zobel
- Department of Gastroenterology, Helios Hospital Weißeritztal, Freital, Germany
| | | | | | | | | | - Gianrico Farrugia
- Enteric NeuroScience Program, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Arthur Beyder
- Enteric NeuroScience Program, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Thilo Wedel
- Institute of Anatomy, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Volker Kahlke
- Department of Proctological Surgery Park Klinik Kiel, Kiel, Germany
- Proctological Office Kiel, Kiel, Germany
- Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Clemens Schafmayer
- Department for General, Visceral, Vascular and Transplantation Surgery, University Medical Center Rostock, Rostock, Germany
| | - Mauro D'Amato
- School of Biological Sciences, Monash University, Clayton, Victoria, Australia
- Unit of Clinical Epidemiology, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
- Gastrointestinal Genetics Lab, CIC bioGUNE - BRTA, Derio, Spain
- Ikerbasque, Basque Foundation for Science, Bilbao, Spain
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
- University Hospital of Schleswig-Holstein (UKSH), Kiel Campus, Kiel, Germany
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9
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Klimovich A, Giacomello S, Björklund Å, Faure L, Kaucka M, Giez C, Murillo-Rincon AP, Matt AS, Willoweit-Ohl D, Crupi G, de Anda J, Wong GCL, D'Amato M, Adameyko I, Bosch TCG. Prototypical pacemaker neurons interact with the resident microbiota. Proc Natl Acad Sci U S A 2020; 117:17854-17863. [PMID: 32647059 PMCID: PMC7395494 DOI: 10.1073/pnas.1920469117] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Pacemaker neurons exert control over neuronal circuit function by their intrinsic ability to generate rhythmic bursts of action potential. Recent work has identified rhythmic gut contractions in human, mice, and hydra to be dependent on both neurons and the resident microbiota. However, little is known about the evolutionary origin of these neurons and their interaction with microbes. In this study, we identified and functionally characterized prototypical ANO/SCN/TRPM ion channel-expressing pacemaker cells in the basal metazoan Hydra by using a combination of single-cell transcriptomics, immunochemistry, and functional experiments. Unexpectedly, these prototypical pacemaker neurons express a rich set of immune-related genes mediating their interaction with the microbial environment. Furthermore, functional experiments gave a strong support to a model of the evolutionary emergence of pacemaker cells as neurons using components of innate immunity to interact with the microbial environment and ion channels to generate rhythmic contractions.
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Affiliation(s)
- Alexander Klimovich
- Department of Cell and Developmental Biology, Zoological Institute, University of Kiel, D-24118 Kiel, Germany;
| | - Stefania Giacomello
- Department of Biochemistry and Biophysics, National Infrastructure of Sweden, Science for Life Laboratory, Stockholm University, 17121 Solna, Sweden
- Department of Gene Technology, Science for Life Laboratory, Kungligia Tekniska Högskolan Royal Institute of Technology, 17121 Solna, Sweden
| | - Åsa Björklund
- Department of Cell and Molecular Biology, National Infrastructure of Sweden, Science for Life Laboratory, Uppsala University, 75237 Uppsala, Sweden
| | - Louis Faure
- Department of Molecular Neurosciences, Center for Brain Research, Medical University Vienna, 1090 Vienna, Austria
| | - Marketa Kaucka
- Department of Molecular Neurosciences, Center for Brain Research, Medical University Vienna, 1090 Vienna, Austria
- Department of Physiology and Pharmacology, Karolinska Institutet, 17177 Stockholm, Sweden
- Department of Evolutionary Genetics, Max Planck Institute for Evolutionary Biology, SH 24306 Plön, Germany
| | - Christoph Giez
- Department of Cell and Developmental Biology, Zoological Institute, University of Kiel, D-24118 Kiel, Germany
| | - Andrea P Murillo-Rincon
- Department of Cell and Developmental Biology, Zoological Institute, University of Kiel, D-24118 Kiel, Germany
| | - Ann-Sophie Matt
- Department of Cell and Developmental Biology, Zoological Institute, University of Kiel, D-24118 Kiel, Germany
| | - Doris Willoweit-Ohl
- Department of Cell and Developmental Biology, Zoological Institute, University of Kiel, D-24118 Kiel, Germany
| | - Gabriele Crupi
- Department of Cell and Developmental Biology, Zoological Institute, University of Kiel, D-24118 Kiel, Germany
| | - Jaime de Anda
- Department of Bioengineering, California NanoSystems Institute, University of California, Los Angeles, CA 90095-1600
- Department of Chemistry and Biochemistry, California NanoSystems Institute, University of California, Los Angeles, CA 90095-1600
| | - Gerard C L Wong
- Department of Bioengineering, California NanoSystems Institute, University of California, Los Angeles, CA 90095-1600
- Department of Chemistry and Biochemistry, California NanoSystems Institute, University of California, Los Angeles, CA 90095-1600
| | - Mauro D'Amato
- School of Biological Sciences, Monash University, Clayton, VIC 3800, Australia
| | - Igor Adameyko
- Department of Molecular Neurosciences, Center for Brain Research, Medical University Vienna, 1090 Vienna, Austria
- Department of Physiology and Pharmacology, Karolinska Institutet, 17177 Stockholm, Sweden
| | - Thomas C G Bosch
- Department of Cell and Developmental Biology, Zoological Institute, University of Kiel, D-24118 Kiel, Germany;
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