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Novel loci for childhood body mass index and shared heritability with adult cardiometabolic traits


Autoři: Suzanne Vogelezang aff001;  Jonathan P. Bradfield aff004;  Tarunveer S. Ahluwalia aff006;  John A. Curtin aff009;  Timo A. Lakka aff010;  Niels Grarup aff008;  Markus Scholz aff013;  Peter J. van der Most aff015;  Claire Monnereau aff001;  Evie Stergiakouli aff016;  Anni Heiskala aff019;  Momoko Horikoshi aff020;  Iryna O. Fedko aff023;  Natalia Vilor-Tejedor aff024;  Diana L. Cousminer aff028;  Marie Standl aff030;  Carol A. Wang aff031;  Jorma Viikari aff032;  Frank Geller aff034;  Carmen Iñiguez aff027;  Niina Pitkänen aff037;  Alessandra Chesi aff028;  Jonas Bacelis aff039;  Loic Yengo aff041;  Maties Torrent aff043;  Ioanna Ntalla aff045;  Øyvind Helgeland aff046;  Saskia Selzam aff048;  Judith M. Vonk aff049;  Mohammed H. Zafarmand aff050;  Barbara Heude aff053;  Ismaa Sadaf Farooqi aff054;  Akram Alyass aff055;  Robin N. Beaumont aff056;  Christian T. Have aff008;  Peter Rzehak aff057;  Jose Ramon Bilbao aff058;  Theresia M. Schnurr aff008;  Inês Barroso aff061;  Klaus Bønnelykke aff006;  Lawrence J. Beilin aff063;  Lisbeth Carstensen aff034;  Marie-Aline Charles aff053;  Bo Chawes aff006;  Karine Clément aff064;  Ricardo Closa-Monasterolo aff065;  Adnan Custovic aff066;  Johan G. Eriksson aff067;  Joaquin Escribano aff065;  Maria Groen-Blokhuis aff023;  Veit Grote aff057;  Dariusz Gruszfeld aff069;  Hakon Hakonarson aff005;  Torben Hansen aff008;  Andrew T. Hattersley aff056;  Mette Hollensted aff008;  Jouke-Jan Hottenga aff023;  Elina Hyppönen aff073;  Stefan Johansson aff046;  Raimo Joro aff010;  Mika Kähönen aff077;  Ville Karhunen aff079;  Wieland Kiess aff081;  Bridget A. Knight aff071;  Berthold Koletzko aff057;  Andreas Kühnapfel aff013;  Kathrin Landgraf aff081;  Jean-Paul Langhendries aff083;  Terho Lehtimäki aff084;  Jaakko T. Leinonen aff086;  Aihuali Li aff055;  Virpi Lindi aff087;  Estelle Lowry aff019;  Mariona Bustamante aff024;  Carolina Medina-Gomez aff001;  Mads Melbye aff034;  Kim F. Michaelsen aff092;  Camilla S. Morgen aff093;  Trevor A. Mori aff063;  Tenna R. H. Nielsen aff095;  Harri Niinikoski aff097;  Albertine J. Oldehinkel aff099;  Katja Pahkala aff037;  Kalliope Panoutsopoulou aff101;  Oluf Pedersen aff008;  Craig E. Pennell aff031;  Christine Power aff102;  Sijmen A. Reijneveld aff103;  Fernando Rivadeneira aff003;  Angela Simpson aff009;  Peter D. Sly aff104;  Jakob Stokholm aff006;  Kook K. Teo aff106;  Elisabeth Thiering aff030;  Nicholas J. Timpson aff016;  André G. Uitterlinden aff003;  Catharina E. M. van Beijsterveldt aff023;  Barbera D. C. van Schaik aff108;  Marc Vaudel aff046;  Elvira Verduci aff109;  Rebecca K. Vinding aff006;  Mandy Vogel aff081;  Eleftheria Zeggini aff101;  Sylvain Sebert aff019;  Mads V. Lind aff092;  Christopher D. Brown aff113;  Loreto Santa-Marina aff114;  Eva Reischl aff117;  Christine Frithioff-Bøjsøe aff008;  David Meyre aff055;  Eleanor Wheeler aff061;  Ken Ong aff119;  Ellen A. Nohr aff120;  Tanja G. M. Vrijkotte aff050;  Gerard H. Koppelman aff121;  Robert Plomin aff048;  Pål R. Njølstad aff046;  George D. Dedoussis aff124;  Philippe Froguel aff041;  Thorkild I. A. Sørensen aff008;  Bo Jacobsson aff039;  Rachel M. Freathy aff056;  Babette S. Zemel aff070;  Olli Raitakari aff037;  Martine Vrijheid aff024;  Bjarke Feenstra aff034;  Leo-Pekka Lyytikainen aff084;  Harold Snieder aff015;  Holger Kirsten aff013;  Patrick G. Holt aff129;  Joachim Heinrich aff030;  Elisabeth Widén aff086;  Jordi Sunyer aff024;  Dorret I. Boomsma aff023;  Marjo-Riitta Jarvelin aff019;  Antje Körner aff081;  George Davey Smith aff016;  Jens-Christian Holm aff008;  Mustafa Atalay aff010;  Clare Murray aff009;  Hans Bisgaard aff006;  Mark I. McCarthy aff020;  ;  Vincent W. V. Jaddoe aff001;  Struan F. A. Grant aff005;  Janine F. Felix aff001;  John A. Curtin aff010;  Timo A. Lakka aff011;  Markus Scholz aff014;  Peter J. van der Most aff016;  Evie Stergiakouli aff017;  Anni Heiskala aff020;  Momoko Horikoshi aff021;  Iryna O. Fedko aff024;  Natalia Vilor-Tejedor aff025;  Diana L. Cousminer aff029;  Marie Standl aff031;  Carol A. Wang aff032;  Jorma Viikari aff033;  Frank Geller aff035;  Carmen Iñiguez aff028;  Niina Pitkänen aff038;  Alessandra Chesi aff029;  Jonas Bacelis aff040;  Loic Yengo aff042;  Maties Torrent aff044;  Ioanna Ntalla aff046;  Øyvind Helgeland aff047;  Saskia Selzam aff049;  Judith M. Vonk aff050;  Mohammed H. Zafarmand aff051;  Barbara Heude aff054;  Ismaa Sadaf Farooqi aff055;  Akram Alyass aff056;  Robin N. Beaumont aff057;  Peter Rzehak aff058;  Jose Ramon Bilbao aff059;  Inês Barroso aff062;  Lawrence J. Beilin aff064;  Lisbeth Carstensen aff035;  Marie-Aline Charles aff054;  Karine Clément aff065;  Ricardo Closa-Monasterolo aff066;  Adnan Custovic aff067;  Johan G. Eriksson aff068;  Joaquin Escribano aff066;  Maria Groen-Blokhuis aff024;  Veit Grote aff058;  Dariusz Gruszfeld aff070;  Andrew T. Hattersley aff057;  Jouke-Jan Hottenga aff024;  Elina Hyppönen aff074;  Stefan Johansson aff047;  Raimo Joro aff011;  Mika Kähönen aff078;  Ville Karhunen aff080;  Wieland Kiess aff082;  Bridget A. Knight aff072;  Berthold Koletzko aff058;  Andreas Kühnapfel aff014;  Kathrin Landgraf aff082;  Jean-Paul Langhendries aff084;  Terho Lehtimäki aff085;  Jaakko T. Leinonen aff087;  Aihuali Li aff056;  Virpi Lindi aff088;  Estelle Lowry aff020;  Mariona Bustamante aff025;  Mads Melbye aff035;  Kim F. Michaelsen aff093;  Camilla S. Morgen aff094;  Trevor A. Mori aff064;  Tenna R. H. Nielsen aff096;  Harri Niinikoski aff098;  Albertine J. Oldehinkel aff100;  Katja Pahkala aff038;  Kalliope Panoutsopoulou aff102;  Craig E. Pennell aff032;  Christine Power aff103;  Sijmen A. Reijneveld aff104;  Angela Simpson aff010;  Peter D. Sly aff105;  Kook K. Teo aff107;  Elisabeth Thiering aff031;  Nicholas J. Timpson aff017;  Catharina E. M. van Beijsterveldt aff024;  Barbera D. C. van Schaik aff109;  Marc Vaudel aff047;  Elvira Verduci aff110;  Mandy Vogel aff082;  Eleftheria Zeggini aff102;  Sylvain Sebert aff020;  Mads V. Lind aff093;  Christopher D. Brown aff114;  Loreto Santa-Marina aff115;  Eva Reischl aff118;  David Meyre aff056;  Eleanor Wheeler aff062;  Ken Ong aff120;  Ellen A. Nohr aff121;  Tanja G. M. Vrijkotte aff051;  Gerard H. Koppelman aff122;  Robert Plomin aff049;  Pål R. Njølstad aff047;  George D. Dedoussis aff125;  Philippe Froguel aff042;  Bo Jacobsson aff040;  Rachel M. Freathy aff057;  Babette S. Zemel aff071;  Olli Raitakari aff038;  Martine Vrijheid aff025;  Bjarke Feenstra aff035;  Leo-Pekka Lyytikainen aff085;  Harold Snieder aff016;  Holger Kirsten aff014;  Patrick G. Holt aff130;  Joachim Heinrich aff031;  Elisabeth Widén aff087;  Jordi Sunyer aff025;  Dorret I. Boomsma aff024;  Marjo-Riitta Jarvelin aff020;  Antje Körner aff082;  George Davey Smith aff017;  Mustafa Atalay aff011;  Clare Murray aff010;  Mark I. McCarthy aff021
Působiště autorů: The Generation R Study Group, Erasmus MC, University Medical Center, Rotterdam, the Netherlands aff001;  Department of Pediatrics, Erasmus MC, University Medical Center, Rotterdam, the Netherlands aff002;  Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands aff003;  Quantinuum Research LLC, San Diego, California, United States of America aff004;  Center for Applied Genomics, Division of Human Genetics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America aff005;  Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark aff006;  Steno Diabetes Center Copenhagen, Gentofte, Denmark aff007;  Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark aff008;  The Bioinformatics Center, Department of Biology, University of Copenhagen, Copenhagen, Denmark aff009;  Division of Infection Immunity and Respiratory Medicine, School of Biological Sciences, The University of Manchester, Manchester Academic Health Science Centre, and Manchester University NHS Foundation Trust, Manchester, United Kingdom aff009;  Division of Infection Immunity and Respiratory Medicine, School of Biological Sciences, The University of Manchester, Manchester Academic Health Science Centre, and Manchester University NHS Foundation Trust, Manchester, United Kingdom aff010;  Institute of Biomedicine, Physiology, University of Eastern Finland, Kuopio, Finland aff010;  Institute of Biomedicine, Physiology, University of Eastern Finland, Kuopio, Finland aff011;  Foundation for Research in Health Exercise and Nutrition, Kuopio Research Institute of Exercise Medicine, Kuopio, Finland aff011;  Foundation for Research in Health Exercise and Nutrition, Kuopio Research Institute of Exercise Medicine, Kuopio, Finland aff012;  Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital, Kuopio, Finland aff012;  Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany aff013;  Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital, Kuopio, Finland aff013;  Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, Leipzig, Germany aff014;  LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany aff014;  LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany aff015;  Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands aff015;  Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands aff016;  MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom aff016;  MRC Integrative Epidemiology Unit at the University of Bristol, Bristol, United Kingdom aff017;  Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom aff017;  Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom aff018;  School of Oral and Dental Sciences, University of Bristol, Bristol, United Kingdom aff018;  School of Oral and Dental Sciences, University of Bristol, Bristol, United Kingdom aff019;  Center for Life Course Health Research, University of Oulu, Oulu, Finland aff019;  Center for Life Course Health Research, University of Oulu, Oulu, Finland aff020;  Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom aff020;  Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom aff021;  Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, United Kingdom aff021;  Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, United Kingdom aff022;  RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa, Japan aff022;  RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa, Japan aff023;  Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands aff023;  Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands aff024;  ISGlobal, Barcelona, Spain aff024;  ISGlobal, Barcelona, Spain aff025;  Centre for Genomic Regulation (CRG), The Barcelona Institute for Science and Technology, Barcelona, Spain aff025;  Centre for Genomic Regulation (CRG), The Barcelona Institute for Science and Technology, Barcelona, Spain aff026;  BarcelonaBeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain aff026;  BarcelonaBeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain aff027;  CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain aff027;  CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain aff028;  Division of Human Genetics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America aff028;  Department of Genetics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America aff029;  Division of Human Genetics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America aff029;  Department of Genetics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America aff030;  Institute of Epidemiology, Helmholtz Zentrum München- German Research Center for Environmental Health, Neuherberg, Germany aff030;  Institute of Epidemiology, Helmholtz Zentrum München- German Research Center for Environmental Health, Neuherberg, Germany aff031;  School of Medicine and Public Health, Faculty of Medicine and Health, The University of Newcastle, Newcastle, Australia aff031;  School of Medicine and Public Health, Faculty of Medicine and Health, The University of Newcastle, Newcastle, Australia aff032;  Department of Medicine, University of Turku, Turku, Finland aff032;  Department of Medicine, University of Turku, Turku, Finland aff033;  Division of Medicine, Turku University Hospital, Turku, Finland aff033;  Division of Medicine, Turku University Hospital, Turku, Finland aff034;  Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark aff034;  Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark aff035;  Department of Statistics and Computational Research–Universitat de València, València, Spain aff035;  Department of Statistics and Computational Research–Universitat de València, València, Spain aff036;  Epidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, València, Spain aff036;  Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland aff037;  Epidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, València, Spain aff037;  Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland aff038;  Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland aff038;  Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland aff039;  Department of Obstetrics and Gynecology, Institute of Clinical Science, Sahlgrenska Academy, University of Gothenburg, Gothenburg Sweden aff039;  Department of Obstetrics and Gynecology, Institute of Clinical Science, Sahlgrenska Academy, University of Gothenburg, Gothenburg Sweden aff040;  Region Västra Götaland, Sahlgrenska University Hospital, Department of Obstetrics and Gynecology, Gothenburg Sweden aff040;  Region Västra Götaland, Sahlgrenska University Hospital, Department of Obstetrics and Gynecology, Gothenburg Sweden aff041;  University Lille, Centre National de la Recherche Scientifique, Institut Pasteur de Lille, UMR 8199—European Genomic Institute for Diabetes, Lille, France aff041;  University Lille, Centre National de la Recherche Scientifique, Institut Pasteur de Lille, UMR 8199—European Genomic Institute for Diabetes, Lille, France aff042;  Institute for Molecular Bioscience, The University of Queensland, Brisbane, Australia aff042;  Institute for Molecular Bioscience, The University of Queensland, Brisbane, Australia aff043;  Area de Salut de Menorca ib-salut, Menorca, Spain aff043;  Area de Salut de Menorca ib-salut, Menorca, Spain aff044;  Institut d'Investigacio Sanitaria Illes Balears (IdISBa), Palma de Mallorca, Spain aff044;  Institut d'Investigacio Sanitaria Illes Balears (IdISBa), Palma de Mallorca, Spain aff045;  William Harvey Research Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom aff045;  KG Jebsen Center for Diabetes Research, Department of Clinical Science, University of Bergen, Bergen, Norway aff046;  William Harvey Research Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom aff046;  KG Jebsen Center for Diabetes Research, Department of Clinical Science, University of Bergen, Bergen, Norway aff047;  Department of Genetics and Bioinformatics, Health Data and Digitalization, Norwegian Institute of Public Health, Oslo, Norway aff047;  Department of Genetics and Bioinformatics, Health Data and Digitalization, Norwegian Institute of Public Health, Oslo, Norway aff048;  Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, United Kingdom aff048;  Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, United Kingdom aff049;  Department of Epidemiology, GRIAC (Groningen Research Institute for Asthma and COPD), University of Groningen, University Medical Center Groningen, Groningen, the Netherlands aff049;  Department of Epidemiology, GRIAC (Groningen Research Institute for Asthma and COPD), University of Groningen, University Medical Center Groningen, Groningen, the Netherlands aff050;  Department of Public Health, Amsterdam Public Health Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands aff050;  Department of Public Health, Amsterdam Public Health Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands aff051;  Department of Obstetrics & Gynecology, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands aff051;  Department of Obstetrics & Gynecology, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands aff052;  Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam Public Health Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands aff052;  Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam Public Health Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands aff053;  Université de Paris, CRESS, INSERM, INRA, Paris, France aff053;  Université de Paris, CRESS, INSERM, INRA, Paris, France aff054;  University of Cambridge Metabolic Research Laboratories and NIHR Cambridge Biomedical Research Centre, Wellcome Trust-MRC Institute of Metabolic Science, Addenbrooke’s Hospital, Cambridge, United Kingdom aff054;  University of Cambridge Metabolic Research Laboratories and NIHR Cambridge Biomedical Research Centre, Wellcome Trust-MRC Institute of Metabolic Science, Addenbrooke’s Hospital, Cambridge, United Kingdom aff055;  Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada aff055;  Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada aff056;  Institute of Biomedical and Clinical Science, College of Medicine and Health, University of Exeter, Exeter, United Kingdom aff056;  Institute of Biomedical and Clinical Science, College of Medicine and Health, University of Exeter, Exeter, United Kingdom aff057;  Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children's Hospital, Ludwig-Maximilians Universität München (LMU), Munich, Germany aff057;  Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children's Hospital, Ludwig-Maximilians Universität München (LMU), Munich, Germany aff058;  University of the Basque Country (UPV/EHU), Leioa, Spain aff058;  University of the Basque Country (UPV/EHU), Leioa, Spain aff059;  Biocrues-Bizkaia Health Research Institute, Barakaldo, Spain aff059;  Biocrues-Bizkaia Health Research Institute, Barakaldo, Spain aff060;  CIBER Diabetes y Enfermedades Metabólicas (CIBERDEM), Spain aff060;  CIBER Diabetes y Enfermedades Metabólicas (CIBERDEM), Spain aff061;  Wellcome Sanger Institute, Cambridge, United Kingdom aff061;  MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom aff062;  Wellcome Sanger Institute, Cambridge, United Kingdom aff062;  MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom aff063;  Medical School, The University of Western Australia, Perth, Western Australia, Australia aff063;  Medical School, The University of Western Australia, Perth, Western Australia, Australia aff064;  Nutrition and Obesities; systemic approaches research unit, Sorbonne University, INSERM, Pitie- Salpêtrière Hospital, Assistance Publique hôpital de Paris, Paris, France aff064;  Nutrition and Obesities; systemic approaches research unit, Sorbonne University, INSERM, Pitie- Salpêtrière Hospital, Assistance Publique hôpital de Paris, Paris, France aff065;  Pediatrics, Nutrition and Development Research Unit, Universitat Rovira i Virgili, IISPV, Reus, Spain aff065;  Pediatrics, Nutrition and Development Research Unit, Universitat Rovira i Virgili, IISPV, Reus, Spain aff066;  National Heart and Lung Institute, Imperial College London, London, United Kingdom aff066;  National Heart and Lung Institute, Imperial College London, London, United Kingdom aff067;  Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland aff067;  Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland aff068;  Department of Obstetrics & Gynecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore aff068;  Department of Obstetrics & Gynecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore aff069;  Neonatal Department, Children's Memorial Health Institute, Warsaw, Poland aff069;  Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, United States of America aff070;  Neonatal Department, Children's Memorial Health Institute, Warsaw, Poland aff070;  Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, United States of America aff071;  NIHR Exeter Clinical Research Facility, College of Medicine and Health, University of Exeter, and Royal Devon and Exeter NHS Foundation Trust, Exeter, United Kingdom aff071;  NIHR Exeter Clinical Research Facility, College of Medicine and Health, University of Exeter, and Royal Devon and Exeter NHS Foundation Trust, Exeter, United Kingdom aff072;  The Danish Diabetes Academy, Odense, Denmark aff072;  The Danish Diabetes Academy, Odense, Denmark aff073;  Australian Centre for Precision Health, University of South Australia Cancer Research Institute, Adelaide, Australia aff073;  Australian Centre for Precision Health, University of South Australia Cancer Research Institute, Adelaide, Australia aff074;  Population, Policy and Practice, UCL Institute of Child Health, University College London, London, United Kingdom aff074;  Population, Policy and Practice, UCL Institute of Child Health, University College London, London, United Kingdom aff075;  South Australian Health and Medical Research Institute, Adelaide, Australia aff075;  South Australian Health and Medical Research Institute, Adelaide, Australia aff076;  Department of Medical Genetics, Haukeland University Hospital, Bergen, Norway aff076;  Department of Medical Genetics, Haukeland University Hospital, Bergen, Norway aff077;  Department of Clinical Physiology, Tampere University Hospital, Tampere, Finland aff077;  Department of Clinical Physiology, Tampere University Hospital, Tampere, Finland aff078;  Department of Clinical Physiology, Finnish Cardiovascular Research Center—Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland aff078;  Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom aff079;  Department of Clinical Physiology, Finnish Cardiovascular Research Center—Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland aff079;  Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, United Kingdom aff080;  MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College, London, United Kingdom aff080;  MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College, London, United Kingdom aff081;  Center for Pediatric Research, University Hospital for Children and Adolescents, University of Leipzig, Leipzig, Germany aff081;  Center for Pediatric Research, University Hospital for Children and Adolescents, University of Leipzig, Leipzig, Germany aff082;  Integrated Research and Treatment Center (IFB) Adiposity Diseases, University of Leipzig, Leipzig, Germany aff082;  Integrated Research and Treatment Center (IFB) Adiposity Diseases, University of Leipzig, Leipzig, Germany aff083;  CHC–Health Group, Liège, Belgium aff083;  CHC–Health Group, Liège, Belgium aff084;  Department of Clinical Chemistry, Fimlab Laboratories, Tampere, Finland aff084;  Department of Clinical Chemistry, Finnish Cardiovascular Research Center—Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland aff085;  Department of Clinical Chemistry, Fimlab Laboratories, Tampere, Finland aff085;  Institute For Molecular Medicine Finland, FIMM, University of Helsinki, Helsinki, Finland aff086;  Department of Clinical Chemistry, Finnish Cardiovascular Research Center—Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland aff086;  University of Eastern Finland Library Kuopio, Kuopio, Finland aff087;  Institute For Molecular Medicine Finland, FIMM, University of Helsinki, Helsinki, Finland aff087;  Biocenter Oulu, Oulu University Hospital, Oulu, Finland aff088;  University of Eastern Finland Library Kuopio, Kuopio, Finland aff088;  Universitat Pompeu Fabra (UPF), Barcelona, Spain aff089;  Biocenter Oulu, Oulu University Hospital, Oulu, Finland aff089;  Department of Internal Medicine, Erasmus MC, University Medical Center, Rotterdam, the Netherlands aff090;  Universitat Pompeu Fabra (UPF), Barcelona, Spain aff090;  Department of Medicine, Stanford School of Medicine, Stanford, California, United States of America aff091;  Department of Internal Medicine, Erasmus MC, University Medical Center, Rotterdam, the Netherlands aff091;  Department of Nutrition, Exercise and Sports, Faculty of Science, University of Copenhagen, Copenhagen, Denmark aff092;  Department of Medicine, Stanford School of Medicine, Stanford, California, United States of America aff092;  Department of Public Health, Section of Epidemiology, University of Copenhagen, Copenhagen, Denmark aff093;  Department of Nutrition, Exercise and Sports, Faculty of Science, University of Copenhagen, Copenhagen, Denmark aff093;  National Insitute of Public Health, University of Southern Denmark, Copenhagen, Denmark aff094;  Department of Public Health, Section of Epidemiology, University of Copenhagen, Copenhagen, Denmark aff094;  National Insitute of Public Health, University of Southern Denmark, Copenhagen, Denmark aff095;  Department of Pediatrics, Hvidovre Hospital, Hvidovre, Denmark aff095;  The Children’s Obesity Clinic, Department of Pediatrics, Copenhagen University Hospital Holbæk, Holbæk, Denmark aff096;  Department of Pediatrics, Hvidovre Hospital, Hvidovre, Denmark aff096;  Department of Physiology, University of Turku, Turku, Finland aff097;  The Children’s Obesity Clinic, Department of Pediatrics, Copenhagen University Hospital Holbæk, Holbæk, Denmark aff097;  Department of Pediatrics, University of Turku, Turku, Finland aff098;  Department of Physiology, University of Turku, Turku, Finland aff098;  Interdisciplinary Center Psychopathology and Emotion Regulation, University of Groningen, University Medical Center, Groningen, the Netherlands aff099;  Department of Pediatrics, University of Turku, Turku, Finland aff099;  Paavo Nurmi Centre, Sports and Exercise Medicine Unit, Department of Physical Activity and Health, University of Turku, Turku, Finland aff100;  Interdisciplinary Center Psychopathology and Emotion Regulation, University of Groningen, University Medical Center, Groningen, the Netherlands aff100;  Wellcome Trust Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridgeshire, United Kingdom aff101;  Paavo Nurmi Centre, Sports and Exercise Medicine Unit, Department of Physical Activity and Health, University of Turku, Turku, Finland aff101;  Population, Policy and Practice, UCL Great Ormond Street Institute of Child Health, University College London, London, United Kingdom aff102;  Wellcome Trust Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridgeshire, United Kingdom aff102;  Population, Policy and Practice, UCL Great Ormond Street Institute of Child Health, University College London, London, United Kingdom aff103;  Department of Health Sciences, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands aff103;  Child Health Research Centre, University of Queensland, Brisbane, Australia aff104;  Department of Health Sciences, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands aff104;  World Health Organization, WHO Collaborating Centre for Children’s Health and Environment, Brisbane, Queensland, Australia aff105;  Child Health Research Centre, University of Queensland, Brisbane, Australia aff105;  Department of Medicine, McMaster University, Hamilton, Canada; Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada aff106;  World Health Organization, WHO Collaborating Centre for Children’s Health and Environment, Brisbane, Queensland, Australia aff106;  Netherlands Genomics Initiative (NGI)-sponsored Netherlands Consortium for Healthy Aging NCHA), Leiden, the Netherlands aff107;  Department of Medicine, McMaster University, Hamilton, Canada; Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada aff107;  Bioinformatics Laboratory, Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam Public Health Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands aff108;  Netherlands Genomics Initiative (NGI)-sponsored Netherlands Consortium for Healthy Aging NCHA), Leiden, the Netherlands aff108;  Department of Pediatrics, San Paolo Hospital, University of Milan, Milan, Italy aff109;  Bioinformatics Laboratory, Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam Public Health Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands aff109;  Institute of Translational Genomics, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany aff110;  Department of Pediatrics, San Paolo Hospital, University of Milan, Milan, Italy aff110;  TUM School of Medicine, Technical University of Munich and Klinikum Rechts der Isar, Munich, Germany aff111;  Institute of Translational Genomics, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany aff111;  TUM School of Medicine, Technical University of Munich and Klinikum Rechts der Isar, Munich, Germany aff112;  Section of Genomics of Common Disease, Department of Medicine, Imperial College London, London, United Kingdom aff112;  Department of Genetics, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America aff113;  Section of Genomics of Common Disease, Department of Medicine, Imperial College London, London, United Kingdom aff113;  Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiologia y Salud Publica-CIBERESP), Barcelona, Spain aff114;  Department of Genetics, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America aff114;  Biodonostia Health Research Institute, San Sebastian, Spain aff115;  Consortium for Biomedical Research in Epidemiology and Public Health (CIBER en Epidemiologia y Salud Publica-CIBERESP), Barcelona, Spain aff115;  Subdirección Salud Pública de Gipuzkoa, San Sebastian, Spain aff116;  Biodonostia Health Research Institute, San Sebastian, Spain aff116;  Research Unit of Molecular Epidemiology, Institute of Epidemiology, Helmholtz Zentrum Muenchen, Munich, Germany aff117;  Subdirección Salud Pública de Gipuzkoa, San Sebastian, Spain aff117;  University of Copenhagen, Faculty of Health and Medical Sciences, Copenhagen N, Denmark aff118;  Research Unit of Molecular Epidemiology, Institute of Epidemiology, Helmholtz Zentrum Muenchen, Munich, Germany aff118;  Medical Research Council Epidemiology Unit & Department of Paediatrics, University of Cambridge, Addenbrooke’s Hospital, Cambridge, England aff119;  University of Copenhagen, Faculty of Health and Medical Sciences, Copenhagen N, Denmark aff119;  Research Unit for Gynaecology and Obstetrics, Institute of Clinical Research, University of Southern Denmark, Odense, Denmark aff120;  Medical Research Council Epidemiology Unit & Department of Paediatrics, University of Cambridge, Addenbrooke’s Hospital, Cambridge, England aff120;  University Medical Center Groningen, University of Groningen, Department of Pediatric Pulmonology and Pediatric Allergology, Beatrix Children's Hospital, GRIAC (Groningen Research Institute for Asthma and COPD), Groningen, the Netherlands aff121;  Research Unit for Gynaecology and Obstetrics, Institute of Clinical Research, University of Southern Denmark, Odense, Denmark aff121;  Department of Pediatrics and Adolescents, Haukeland University Hospital, Bergen, Norway aff122;  University Medical Center Groningen, University of Groningen, Department of Pediatric Pulmonology and Pediatric Allergology, Beatrix Children's Hospital, GRIAC (Groningen Research Institute for Asthma and COPD), Groningen, the Netherlands aff122;  Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America aff123;  Department of Pediatrics and Adolescents, Haukeland University Hospital, Bergen, Norway aff123;  Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, Athens, Greece aff124;  Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America aff124;  Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom aff125;  Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, Athens, Greece aff125;  Division of Gastroenterology, Hepatology and Nutrition, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America aff126;  Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom aff126;  Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland aff127;  Division of Gastroenterology, Hepatology and Nutrition, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America aff127;  Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland aff128;  Department of Cardiology, Heart Center, Tampere University Hospital, Tampere, Finland aff128;  Telethon Kids Institute, The University of Western Australia, Perth, Western Australia, Australia aff129;  Department of Cardiology, Heart Center, Tampere University Hospital, Tampere, Finland aff129;  Institute and Outpatient Clinic for Occupational, Social and Environmental Medicine, Inner City Clinic, University Hospital Munich, Ludwig-Maximilians-Universität of Munich, Munich, Germany aff130;  Telethon Kids Institute, The University of Western Australia, Perth, Western Australia, Australia aff130;  Allergy and Lung Health Unit, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia aff131;  Institute and Outpatient Clinic for Occupational, Social and Environmental Medicine, Inner City Clinic, University Hospital Munich, Ludwig-Maximilians-Universität of Munich, Munich, Germany aff131;  Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain aff132;  Allergy and Lung Health Unit, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia aff132;  Amsterdam Public Health research institute and Amsterdam Reproduction & Development research Institute, Amsterdam, the Netherlands aff133;  Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain aff133;  Oxford National Institute for Health Research (NIHR) Biomedical Research Centre, Churchill Hospital, Oxford, United Kingdom aff134;  Amsterdam Public Health research institute and Amsterdam Reproduction & Development research Institute, Amsterdam, the Netherlands aff134;  Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America aff135;  Oxford National Institute for Health Research (NIHR) Biomedical Research Centre, Churchill Hospital, Oxford, United Kingdom aff135;  Center for Spatial and Functional Genomics, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America aff136
Vyšlo v časopise: Novel loci for childhood body mass index and shared heritability with adult cardiometabolic traits. PLoS Genet 16(10): e32767. doi:10.1371/journal.pgen.1008718
Kategorie: Research Article
doi: https://doi.org/10.1371/journal.pgen.1008718

Souhrn

The genetic background of childhood body mass index (BMI), and the extent to which the well-known associations of childhood BMI with adult diseases are explained by shared genetic factors, are largely unknown. We performed a genome-wide association study meta-analysis of BMI in 61,111 children aged between 2 and 10 years. Twenty-five independent loci reached genome-wide significance in the combined discovery and replication analyses. Two of these, located near NEDD4L and SLC45A3, have not previously been reported in relation to either childhood or adult BMI. Positive genetic correlations of childhood BMI with birth weight and adult BMI, waist-to-hip ratio, diastolic blood pressure and type 2 diabetes were detected (Rg ranging from 0.11 to 0.76, P-values <0.002). A negative genetic correlation of childhood BMI with age at menarche was observed. Our results suggest that the biological processes underlying childhood BMI largely, but not completely, overlap with those underlying adult BMI. The well-known observational associations of BMI in childhood with cardio-metabolic diseases in adulthood may reflect partial genetic overlap, but in light of previous evidence, it is also likely that they are explained through phenotypic continuity of BMI from childhood into adulthood.

Klíčová slova:

Adipose tissue – Body Mass Index – Genetic loci – Genetics of disease – Genome-wide association studies – Human genetics – Metaanalysis – Single nucleotide polymorphisms


Zdroje

1. NCD Risk Factor Collaboration. Worldwide trends in body-mass index, underweight, overweight, and obesity from 1975 to 2016: a pooled analysis of 2416 population-based measurement studies in 128.9 million children, adolescents, and adults. Lancet. 2017;390(10113):2627–42. doi: 10.1016/S0140-6736(17)32129-3 29029897

2. Silventoinen K, Jelenkovic A, Sund R, Hur YM, Yokoyama Y, Honda C, et al. Genetic and environmental effects on body mass index from infancy to the onset of adulthood: an individual-based pooled analysis of 45 twin cohorts participating in the COllaborative project of Development of Anthropometrical measures in Twins (CODATwins) study. Am J Clin Nutr. 2016;104(2):371–9. doi: 10.3945/ajcn.116.130252 27413137

3. Silventoinen K, Jelenkovic A, Sund R, Yokoyama Y, Hur YM, Cozen W, et al. Differences in genetic and environmental variation in adult BMI by sex, age, time period, and region: an individual-based pooled analysis of 40 twin cohorts. Am J Clin Nutr. 2017;106(2):457–66. doi: 10.3945/ajcn.117.153643 28679550

4. Khera AV, Chaffin M, Wade KH, Zahid S, Brancale J, Xia R, et al. Polygenic Prediction of Weight and Obesity Trajectories from Birth to Adulthood. Cell. 2019;177(3):587–96 e9. doi: 10.1016/j.cell.2019.03.028 31002795

5. Yang J, Bakshi A, Zhu Z, Hemani G, Vinkhuyzen AA, Lee SH, et al. Genetic variance estimation with imputed variants finds negligible missing heritability for human height and body mass index. Nat Genet. 2015;47(10):1114–20. doi: 10.1038/ng.3390 26323059

6. Yang J, Manolio TA, Pasquale LR, Boerwinkle E, Caporaso N, Cunningham JM, et al. Genome partitioning of genetic variation for complex traits using common SNPs. Nat Genet. 2011;43(6):519–25. doi: 10.1038/ng.823 21552263

7. Yengo L, Sidorenko J, Kemper KE, Zheng Z, Wood AR, Weedon MN, et al. Meta-analysis of genome-wide association studies for height and body mass index in approximately 700000 individuals of European ancestry. Hum Mol Genet. 2018.

8. Felix JF, Bradfield JP, Monnereau C, van der Valk RJ, Stergiakouli E, Chesi A, et al. Genome-wide association analysis identifies three new susceptibility loci for childhood body mass index. Hum Mol Genet. 2016;25(2):389–403. doi: 10.1093/hmg/ddv472 26604143

9. Berndt SI, Gustafsson S, Magi R, Ganna A, Wheeler E, Feitosa MF, et al. Genome-wide meta-analysis identifies 11 new loci for anthropometric traits and provides insights into genetic architecture. Nat Genet. 2013;45(5):501–12. doi: 10.1038/ng.2606 23563607

10. Locke AE, Kahali B, Berndt SI, Justice AE, Pers TH, Day FR, et al. Genetic studies of body mass index yield new insights for obesity biology. Nature. 2015;518(7538):197–206. doi: 10.1038/nature14177 25673413

11. Winkler TW, Justice AE, Graff M, Barata L, Feitosa MF, Chu S, et al. Correction: The Influence of Age and Sex on Genetic Associations with Adult Body Size and Shape: A Large-Scale Genome-Wide Interaction Study. PLoS Genet. 2016;12(6):e1006166. doi: 10.1371/journal.pgen.1006166 27355579

12. Haworth S, Shapland CY, Hayward C, Prins BP, Felix JF, Medina-Gomez C, et al. Low-frequency variation in TP53 has large effects on head circumference and intracranial volume. Nat Commun. 2019;10(1):357. doi: 10.1038/s41467-018-07863-x 30664637

13. Graff M, Ngwa JS, Workalemahu T, Homuth G, Schipf S, Teumer A, et al. Genome-wide analysis of BMI in adolescents and young adults reveals additional insight into the effects of genetic loci over the life course. Hum Mol Genet. 2013;22(17):3597–607. doi: 10.1093/hmg/ddt205 23669352

14. Singh AS, Mulder C, Twisk JW, van Mechelen W, Chinapaw MJ. Tracking of childhood overweight into adulthood: a systematic review of the literature. Obes Rev. 2008;9(5):474–88. doi: 10.1111/j.1467-789X.2008.00475.x 18331423

15. Bjerregaard LG, Jensen BW, Angquist L, Osler M, Sorensen TIA, Baker JL. Change in Overweight from Childhood to Early Adulthood and Risk of Type 2 Diabetes. N Engl J Med. 2018;378(14):1302–12. doi: 10.1056/NEJMoa1713231 29617589

16. Zhang T, Zhang H, Li Y, Sun D, Li S, Fernandez C, et al. Temporal Relationship Between Childhood Body Mass Index and Insulin and Its Impact on Adult Hypertension: The Bogalusa Heart Study. Hypertension. 2016;68(3):818–23. doi: 10.1161/HYPERTENSIONAHA.116.07991 27432860

17. Sinaiko AR, Donahue RP, Jacobs DR Jr., Prineas RJ. Relation of weight and rate of increase in weight during childhood and adolescence to body size, blood pressure, fasting insulin, and lipids in young adults. The Minneapolis Children's Blood Pressure Study. Circulation. 1999;99(11):1471–6. doi: 10.1161/01.cir.99.11.1471 10086972

18. Mamun AA, Lawlor DA, Alati R, O'Callaghan MJ, Williams GM, Najman JM. Increasing body mass index from age 5 to 14 years predicts asthma among adolescents: evidence from a birth cohort study. Int J Obes (Lond). 2007;31(4):578–83.

19. Zimmermann E, Bjerregaard LG, Gamborg M, Vaag AA, Sorensen TIA, Baker JL. Childhood body mass index and development of type 2 diabetes throughout adult life-A large-scale danish cohort study. Obesity (Silver Spring). 2017;25(5):965–71.

20. Bulik-Sullivan B, Finucane HK, Anttila V, Gusev A, Day FR, Loh PR, et al. An atlas of genetic correlations across human diseases and traits. Nat Genet. 2015;47(11):1236–41. doi: 10.1038/ng.3406 26414676

21. Pickrell JK, Berisa T, Liu JZ, Segurel L, Tung JY, Hinds DA. Detection and interpretation of shared genetic influences on 42 human traits. Nat Genet. 2016;48(7):709–17. doi: 10.1038/ng.3570 27182965

22. Yang J, Ferreira T, Morris AP, Medland SE, Genetic Investigation of ATC, Replication DIG, et al. Conditional and joint multiple-SNP analysis of GWAS summary statistics identifies additional variants influencing complex traits. Nat Genet. 2012;44(4):369–75, S1-3. doi: 10.1038/ng.2213 22426310

23. Bulik-Sullivan BK, Loh PR, Finucane HK, Ripke S, Yang J, Schizophrenia Working Group of the Psychiatric Genomics C, et al. LD Score regression distinguishes confounding from polygenicity in genome-wide association studies. Nat Genet. 2015;47(3):291–5. doi: 10.1038/ng.3211 25642630

24. Staley JR, Blackshaw J, Kamat MA, Ellis S, Surendran P, Sun BB, et al. PhenoScanner: a database of human genotype-phenotype associations. Bioinformatics. 2016;32(20):3207–9. doi: 10.1093/bioinformatics/btw373 27318201

25. Sudlow C, Gallacher J, Allen N, Beral V, Burton P, Danesh J, et al. UK biobank: an open access resource for identifying the causes of a wide range of complex diseases of middle and old age. PLoS Med. 2015;12(3):e1001779. doi: 10.1371/journal.pmed.1001779 25826379

26. Bycroft C, Freeman C, Petkova D, Band G, Elliott LT, Sharp K, et al. The UK Biobank resource with deep phenotyping and genomic data. Nature. 2018;562(7726):203–9. doi: 10.1038/s41586-018-0579-z 30305743

27. Lu Y, Day FR, Gustafsson S, Buchkovich ML, Na J, Bataille V, et al. New loci for body fat percentage reveal link between adiposity and cardiometabolic disease risk. Nat Commun. 2016;7:10495. doi: 10.1038/ncomms10495 26833246

28. Bradfield JP. Personal communication, June 20, 2019.

29. Higgins JP, Thompson SG. Quantifying heterogeneity in a meta-analysis. Stat Med. 2002;21(11):1539–58. doi: 10.1002/sim.1186 12111919

30. Rolland-Cachera MF, Deheeger M, Bellisle F, Sempe M, Guilloud-Bataille M, Patois E. Adiposity rebound in children: a simple indicator for predicting obesity. Am J Clin Nutr. 1984;39(1):129–35. doi: 10.1093/ajcn/39.1.129 6691287

31. Consortium GTEx. Human genomics. The Genotype-Tissue Expression (GTEx) pilot analysis: multitissue gene regulation in humans. Science. 2015;348(6235):648–60. doi: 10.1126/science.1262110 25954001

32. Landgraf K, Rockstroh D, Wagner IV, Weise S, Tauscher R, Schwartze JT, et al. Evidence of early alterations in adipose tissue biology and function and its association with obesity-related inflammation and insulin resistance in children. Diabetes. 2015;64(4):1249–61. doi: 10.2337/db14-0744 25392242

33. Giambartolomei C, Vukcevic D, Schadt EE, Franke L, Hingorani AD, Wallace C, et al. Bayesian test for colocalisation between pairs of genetic association studies using summary statistics. PLoS Genet. 2014;10(5):e1004383. doi: 10.1371/journal.pgen.1004383 24830394

34. UniProt C. UniProt: a hub for protein information. Nucleic Acids Res. 2015;43(Database issue):D204–12. doi: 10.1093/nar/gku989 25348405

35. Huang da W, Sherman BT, Lempicki RA. Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists. Nucleic Acids Res. 2009;37(1):1–13. doi: 10.1093/nar/gkn923 19033363

36. Dickinson ME, Flenniken AM, Ji X, Teboul L, Wong MD, White JK, et al. High-throughput discovery of novel developmental phenotypes. Nature. 2016;537(7621):508–14. doi: 10.1038/nature19356 27626380

37. Kircher M, Witten DM, Jain P, O'Roak BJ, Cooper GM, Shendure J. A general framework for estimating the relative pathogenicity of human genetic variants. Nat Genet. 2014;46(3):310–5. doi: 10.1038/ng.2892 24487276

38. Ikram MA, Brusselle GGO, Murad SD, van Duijn CM, Franco OH, Goedegebure A, et al. The Rotterdam Study: 2018 update on objectives, design and main results. Eur J Epidemiol. 2017;32(9):807–50. doi: 10.1007/s10654-017-0321-4 29064009

39. Walker MG, Volkmuth W, Sprinzak E, Hodgson D, Klingler T. Prediction of gene function by genome-scale expression analysis: prostate cancer-associated genes. Genome Res. 1999;9(12):1198–203. doi: 10.1101/gr.9.12.1198 10613842

40. Sun J, Tao S, Gao Y, Peng T, Tan A, Zhang H, et al. Genome-wide association study identified novel genetic variant on SLC45A3 gene associated with serum levels prostate-specific antigen (PSA) in a Chinese population. Hum Genet. 2013;132(4):423–9. doi: 10.1007/s00439-012-1254-3 23269536

41. Pin E, Henjes F, Hong MG, Wiklund F, Magnusson P, Bjartell A, et al. Identification of a Novel Autoimmune Peptide Epitope of Prostein in Prostate Cancer. J Proteome Res. 2017;16(1):204–16. doi: 10.1021/acs.jproteome.6b00620 27700103

42. Kim S, Shin C, Jee SH. Genetic variants at 1q32.1, 10q11.2 and 19q13.41 are associated with prostate-specific antigen for prostate cancer screening in two Korean population-based cohort studies. Gene. 2015;556(2):199–205. doi: 10.1016/j.gene.2014.11.059 25434496

43. Yanpallewar S, Wang T, Koh DC, Quarta E, Fulgenzi G, Tessarollo L. Nedd4-2 haploinsufficiency causes hyperactivity and increased sensitivity to inflammatory stimuli. Sci Rep. 2016;6:32957. doi: 10.1038/srep32957 27604420

44. Goel P, Manning JA, Kumar S. NEDD4-2 (NEDD4L): the ubiquitin ligase for multiple membrane proteins. Gene. 2015;557(1):1–10. doi: 10.1016/j.gene.2014.11.051 25433090

45. Donovan P, Poronnik P. Nedd4 and Nedd4-2: ubiquitin ligases at work in the neuron. Int J Biochem Cell Biol. 2013;45(3):706–10. doi: 10.1016/j.biocel.2012.12.006 23262292

46. Llewellyn CH, Trzaskowski M, van Jaarsveld CHM, Plomin R, Wardle J. Satiety mechanisms in genetic risk of obesity. JAMA Pediatr. 2014;168(4):338–44. doi: 10.1001/jamapediatrics.2013.4944 24535189

47. Wardle J, Carnell S, Haworth CM, Farooqi IS, O'Rahilly S, Plomin R. Obesity associated genetic variation in FTO is associated with diminished satiety. J Clin Endocrinol Metab. 2008;93(9):3640–3. doi: 10.1210/jc.2008-0472 18583465

48. Magno F, Guarana HC, Fonseca ACP, Cabello GMK, Carneiro JRI, Pedrosa AP, et al. Influence of FTO rs9939609 polymorphism on appetite, ghrelin, leptin, IL6, TNFalpha levels, and food intake of women with morbid obesity. Diabetes Metab Syndr Obes. 2018;11:199–207. doi: 10.2147/DMSO.S154978 29785132

49. Long JZ, Roche AM, Berdan CA, Louie SM, Roberts AJ, Svensson KJ, et al. Ablation of PM20D1 reveals N-acyl amino acid control of metabolism and nociception. Proc Natl Acad Sci U S A. 2018;115(29):E6937–E45. doi: 10.1073/pnas.1803389115 29967167

50. Long JZ, Svensson KJ, Bateman LA, Lin H, Kamenecka T, Lokurkar IA, et al. The Secreted Enzyme PM20D1 Regulates Lipidated Amino Acid Uncouplers of Mitochondria. Cell. 2016;166(2):424–35. doi: 10.1016/j.cell.2016.05.071 27374330

51. Sovio U, Mook-Kanamori DO, Warrington NM, Lawrence R, Briollais L, Palmer CN, et al. Association between common variation at the FTO locus and changes in body mass index from infancy to late childhood: the complex nature of genetic association through growth and development. PLoS Genet. 2011;7(2):e1001307. doi: 10.1371/journal.pgen.1001307 21379325

52. Baker JL, Olsen LW, Sorensen TI. Childhood body-mass index and the risk of coronary heart disease in adulthood. N Engl J Med. 2007;357(23):2329–37. doi: 10.1056/NEJMoa072515 18057335

53. Tirosh A, Shai I, Afek A, Dubnov-Raz G, Ayalon N, Gordon B, et al. Adolescent BMI trajectory and risk of diabetes versus coronary disease. N Engl J Med. 2011;364(14):1315–25. doi: 10.1056/NEJMoa1006992 21470009

54. Raitakari OT, Juonala M, Kahonen M, Taittonen L, Laitinen T, Maki-Torkko N, et al. Cardiovascular risk factors in childhood and carotid artery intima-media thickness in adulthood: the Cardiovascular Risk in Young Finns Study. Jama. 2003;290(17):2277–83. doi: 10.1001/jama.290.17.2277 14600186

55. Juonala M, Magnussen CG, Berenson GS, Venn A, Burns TL, Sabin MA, et al. Childhood adiposity, adult adiposity, and cardiovascular risk factors. N Engl J Med. 2011;365(20):1876–85. doi: 10.1056/NEJMoa1010112 22087679

56. Burgess JA, Walters EH, Byrnes GB, Giles GG, Jenkins MA, Abramson MJ, et al. Childhood adiposity predicts adult-onset current asthma in females: a 25-yr prospective study. Eur Respir J. 2007;29(4):668–75. doi: 10.1183/09031936.00080906 17251231

57. Wang YL, Wang YT, Li JF, Zhang YZ, Yin HL, Han B. Body Mass Index and Risk of Parkinson's Disease: A Dose-Response Meta-Analysis of Prospective Studies. PLoS One. 2015;10(6):e0131778. doi: 10.1371/journal.pone.0131778 26121579

58. Umer A, Kelley GA, Cottrell LE, Giacobbi P Jr, Innes KE, Lilly CL. Childhood obesity and adult cardiovascular disease risk factors: a systematic review with meta-analysis. BMC Public Health. 2017;17(1):683. doi: 10.1186/s12889-017-4691-z 28851330

59. Smith GD, Ebrahim S. 'Mendelian randomization': can genetic epidemiology contribute to understanding environmental determinants of disease? Int J Epidemiol. 2003;32(1):1–22. doi: 10.1093/ije/dyg070 12689998

60. Davey Smith G, Hemani G. Mendelian randomization: genetic anchors for causal inference in epidemiological studies. Hum Mol Genet. 2014;23(R1):R89–98. doi: 10.1093/hmg/ddu328 25064373

61. Currie C, Ahluwalia N, Godeau E, Nic Gabhainn S, Due P, Currie DB. Is obesity at individual and national level associated with lower age at menarche? Evidence from 34 countries in the Health Behaviour in School-aged Children Study. J Adolesc Health. 2012;50(6):621–6. doi: 10.1016/j.jadohealth.2011.10.254 22626490

62. Richardson TG, Sanderson E, Elsworth B, Tilling K, Davey Smith G. Can the impact of childhood adiposity on disease risk be reversed? A Mendelian randomization study. medRxiv. 2019. https://doi.org/10.1101/19008011

63. Roos E, Grotta A, Yang F, Bellocco R, Ye W, Adami HO, et al. Body mass index, sitting time, and risk of Parkinson disease. Neurology. 2018;90(16):e1413–e7. doi: 10.1212/WNL.0000000000005328 29661903

64. Rokholm B, Silventoinen K, Angquist L, Skytthe A, Kyvik KO, Sorensen TI. Increased genetic variance of BMI with a higher prevalence of obesity. PLoS One. 2011;6(6):e20816. doi: 10.1371/journal.pone.0020816 21738588

65. Rokholm B, Silventoinen K, Tynelius P, Gamborg M, Sorensen TI, Rasmussen F. Increasing genetic variance of body mass index during the Swedish obesity epidemic. PLoS One. 2011;6(11):e27135. doi: 10.1371/journal.pone.0027135 22087252

66. Ajslev TA, Angquist L, Silventoinen K, Baker JL, Sorensen TI. Trends in parent-child correlations of childhood body mass index during the development of the obesity epidemic. PLoS One. 2014;9(10):e109932. doi: 10.1371/journal.pone.0109932 25329656

67. Ajslev TA, Angquist L, Silventoinen K, Baker JL, Sorensen TI. Stable intergenerational associations of childhood overweight during the development of the obesity epidemic. Obesity (Silver Spring). 2015;23(6):1279–87.

68. Alves AC, De Silva NMG, Karhunen V, Sovio U, Das S, Taal HR, et al. GWAS on longitudinal growth traits reveal different genetic factors influencing infant, child and adult BMI. Science Advances, 2019 Sep 4;5(9).

69. Helgeland Ø, Vaudel M, Juliusson PB, Holmen OL, Juodakis J, Johansson S, et al. Genome-wide association study reveals a dynamic role of common genetic variation in infant and early childhood growth. Nature Communications, 10, 4448 (2019). doi: 10.1038/s41467-019-12308-0 31575865

70. Willer CJ, Li Y, Abecasis GR. METAL: fast and efficient meta-analysis of genomewide association scans. Bioinformatics. 2010;26(17):2190–1. doi: 10.1093/bioinformatics/btq340 20616382

71. Du P, Kibbe WA, Lin SM. lumi: a pipeline for processing Illumina microarray. Bioinformatics. 2008;24(13):1547–8. doi: 10.1093/bioinformatics/btn224 18467348

72. Schmid R, Baum P, Ittrich C, Fundel-Clemens K, Huber W, Brors B, et al. Comparison of normalization methods for Illumina BeadChip HumanHT-12 v3. BMC Genomics. 2010;11:349. doi: 10.1186/1471-2164-11-349 20525181

73. Johnson WE, Li C, Rabinovic A. Adjusting batch effects in microarray expression data using empirical Bayes methods. Biostatistics. 2007;8(1):118–27. doi: 10.1093/biostatistics/kxj037 16632515

74. Barbosa-Morais NL, Dunning MJ, Samarajiwa SA, Darot JF, Ritchie ME, Lynch AG, et al. A re-annotation pipeline for Illumina BeadArrays: improving the interpretation of gene expression data. Nucleic Acids Res. 2010;38(3):e17. doi: 10.1093/nar/gkp942 19923232

75. Shabalin AA. Matrix eQTL: ultra fast eQTL analysis via large matrix operations. Bioinformatics. 2012;28(10):1353–8. doi: 10.1093/bioinformatics/bts163 22492648


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Kardiologické projevy hypereozinofilií
Autoři: prof. MUDr. Petr Němec, Ph.D.

Střevní příprava před kolonoskopií
Autoři: MUDr. Klára Kmochová, Ph.D.

Aktuální možnosti diagnostiky a léčby litiáz
Autoři: MUDr. Tomáš Ürge, PhD.

Závislosti moderní doby – digitální závislosti a hypnotika
Autoři: MUDr. Vladimír Kmoch

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