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An epigenome-wide association study of educational attainment (n = 10,767)
View ORCID ProfileRichard Karlsson Linnér, Riccardo E Marioni, Cornelius A Rietveld, Andrew Simpkin, Neil M Davies, Kyoko Watanabe, Nicola J Armstrong, Kirsi Auro, Clemens Baumbach, Marc Jan Bonder, Jadwiga Buchwald, Giovanni Fiorito, Khadeeja Ismail, Stella Iurato, Anni Joensuu, Pauliina Karell, Silva Kasela, Jari Lahti, Allan F McRae, Pooja R Mandaviya, Ilkka Seppälä, Yunzhang Wang, Laura Baglietto, Elisabeth B Binder, Sarah E Harris, Allison M Hodge, Steve Horvath, Mikko Hurme, Magnus Johannesson, Antti Latvala, Karen A Mather, Sarah E Medland, Andres Metspalu, Lili Milani, Roger L Milne, Alison Pattie, Nancy L Pedersen, Annette Peters, Silvia Polidoro, Katri Räikkönen, Gianluca Severi, John M Starr, Lisette Stolk, Melanie Waldenberger, BIOS Consortium, Johan G Eriksson, Tõnu Esko, Lude Franke, Christian Gieger, Graham G Giles, Sara Hägg, Pekka Jousilahti, Jaakko Kaprio, Mika Kähönen, Terho Lehtimäki, Nicholas G Martin, Joyce B. C van Meurs, Miina Ollikainen, Markus Perola, Danielle Posthuma, Olli T Raitakari, Perminder S Sachdev, Erdogan Taskesen, André G Uitterlinden, Paolo Vineis, Cisca Wijmenga, Margaret J Wright, Caroline Relton, George Davey Smith, Ian J Deary, Philipp D Koellinger, Daniel J Benjamin
doi: https://doi.org/10.1101/114637
Richard Karlsson Linnér
1Department of Complex Trait Genetics, Vrije Universiteit, Center for Neurogenomics and Cognitive Research, De Boelelaan 1085, Amsterdam, 1081HV, the Netherlands
2Institute for Behavior and Biology, Erasmus University Rotterdam, P.O. Box 1738, 3000 DR, Rotterdam, the Netherlands
Riccardo E Marioni
3Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD 4072, Australia
4Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, United Kingdom
5Medical Genetics Section, Centre for Genomic and Experimental Medicine, University of Edinburgh, Edinburgh, EH4 2XU, United Kingdom
Cornelius A Rietveld
2Institute for Behavior and Biology, Erasmus University Rotterdam, P.O. Box 1738, 3000 DR, Rotterdam, the Netherlands
6Department of Applied Economics, Erasmus School of Economics, Erasmus University Rotterdam, Burgemeester Oudlaan 50, Rotterdam, 3062 PA, the Netherlands
7Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
Andrew Simpkin
8Department of Genetics, University Medical Center Groningen, University of Groningen
Neil M Davies
8Department of Genetics, University Medical Center Groningen, University of Groningen
Kyoko Watanabe
1Department of Complex Trait Genetics, Vrije Universiteit, Center for Neurogenomics and Cognitive Research, De Boelelaan 1085, Amsterdam, 1081HV, the Netherlands
Nicola J Armstrong
9Mathematics and Statistics, Murdoch University, 90 South St., Murdoch, 6150, WA, Australia, Australia
Kirsi Auro
10Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Tukholmankatu 8, 2B, Helsinki, FI-00014, Finland
11National Institute for Health and Welfare, Genomics and Biomarkers, PO Box 30, Helsinki, FI-00271, Finland
Clemens Baumbach
12Research Unit of Molecular Epidemiology (AME), Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstadter Landstr. 1, Munich, Germany, Neuherberg, 85764, Germany
Marc Jan Bonder
13Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
Jadwiga Buchwald
10Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Tukholmankatu 8, 2B, Helsinki, FI-00014, Finland
Giovanni Fiorito
14Molecular and genetic epidemiology unit, Human Genetics Foundation Torino (HuGeF), Via Nizza 52, Turin, 10126, Italy
15Department of Medical Sciences, University of Torino, Corso Dogliotti 14, Turin, 10126, Italy
Khadeeja Ismail
10Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Tukholmankatu 8, 2B, Helsinki, FI-00014, Finland
Stella Iurato
16Department Translational Research in Psychiatry, Max-Planck-Institute of Psychiatry, Munich, Germany, Kraepelinstr. 2-10, Munich, 80804, Germany
Anni Joensuu
10Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Tukholmankatu 8, 2B, Helsinki, FI-00014, Finland
11National Institute for Health and Welfare, Genomics and Biomarkers, PO Box 30, Helsinki, FI-00271, Finland
Pauliina Karell
10Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Tukholmankatu 8, 2B, Helsinki, FI-00014, Finland
Silva Kasela
17Estonian Genome Center, University of Tartu, Riia 23B, Tartu, 51010, Estonia
18Institute of Molecular and Cell Biology, University of Tartu, Riia 23, Tartu, 51010, Estonia
Jari Lahti
19Institute of Behavioural Studies, Siltavuorenpenger 1A, University of Helsinki, Helsinki, FI-00014, Finland
20Collegium for Advanced Studies, University of Helsinki, Helsinki, FI-00014, Finland
Allan F McRae
21Institute for Molecular Bioscience, The University of Queensland, St. Lucia, QLD
Pooja R Mandaviya
22Department of Clinical Chemistry, Erasmus University Medical Center, Wytemaweg 80, Rotterdam, 3015 CN, The Netherlands
23Department of Internal Medicine, Erasmus University Medical Center, Wytemaweg 80, Rotterdam, 3015 CN, The Netherlands
Ilkka Seppälä
24Department of Clinical Chemistry, Fimlab Laboratories, Tampere 33520, Finland
25Department of Clinical Chemistry, Faculty of Medicine and Life Sciences, University of Tampere, Tampere 33014, Finland
Yunzhang Wang
26Medical Epidemiology and Biostatistics, Karolinska Institutet, Nobels väg 12A, Stockholm, 17177, Sweden
Laura Baglietto
27Centre for Research in Epidemiology and Population Health, Inserm (Institut National de la Santé et de la Recherche Médicale), 114 rue Edouard Vaillant, Villejuif, 94805, France
Elisabeth B Binder
16Department Translational Research in Psychiatry, Max-Planck-Institute of Psychiatry, Munich, Germany, Kraepelinstr. 2-10, Munich, 80804, Germany
28Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, USA
Sarah E Harris
4Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, United Kingdom
5Medical Genetics Section, Centre for Genomic and Experimental Medicine, University of Edinburgh, Edinburgh, EH4 2XU, United Kingdom
Allison M Hodge
29Cancer Epidemiology Centre, Cancer Council Victoria, 615 St Kilda Road, Melbourne, 3004, Victoria, Australia
30Centre for Epidemiology and Biostatistics, School of Population and Global Health, The University of Melbourne, Level 3, 207 Bouverie Street, Carlton, Melbourne, 3010, Victoria, Australia
Steve Horvath
31Human Genetics and Biostatistics, University of California Los Angeles, 695 Charles E. Young Drive South, Box 708822, Los Angeles, CA 90095-7088, USA
Mikko Hurme
32Department of Microbiology and Immunology, Faculty of Medicine and Life Sciences, University of Tampere, Tampere 33014, Finland
33Gerontology Research Center, University of Tampere, Tampere 33014, Finland
34Fimlab Laboratories, Tampere 33520, Finland
Magnus Johannesson
35Department of Economics, Stockholm School of Economics, Box 6501, Stockholm, 11383, Sweden
Antti Latvala
36Department of Public Health, University of Helsinki, Tukholmankatu 8, 2B, Helsinki, FI-00014, Finland
Karen A Mather
37Centre for Healthy Brain Ageing, Psychiatry, UNSW Australia, High St., Sydney, NSW 2052, Australia
Sarah E Medland
38Psychiatric Genetics, QIMR Berghofer Medical Research Institute, 300 Herston Rd., Herston, QLD 4006, Australia
Andres Metspalu
17Estonian Genome Center, University of Tartu, Riia 23B, Tartu, 51010, Estonia
18Institute of Molecular and Cell Biology, University of Tartu, Riia 23, Tartu, 51010, Estonia
Lili Milani
17Estonian Genome Center, University of Tartu, Riia 23B, Tartu, 51010, Estonia
Roger L Milne
29Cancer Epidemiology Centre, Cancer Council Victoria, 615 St Kilda Road, Melbourne, 3004, Victoria, Australia
30Centre for Epidemiology and Biostatistics, School of Population and Global Health, The University of Melbourne, Level 3, 207 Bouverie Street, Carlton, Melbourne, 3010, Victoria, Australia
Alison Pattie
39Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, United Kingdom
Nancy L Pedersen
26Medical Epidemiology and Biostatistics, Karolinska Institutet, Nobels väg 12A, Stockholm, 17177, Sweden
Annette Peters
12Research Unit of Molecular Epidemiology (AME), Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstadter Landstr. 1, Munich, Germany, Neuherberg, 85764, Germany
Silvia Polidoro
14Molecular and genetic epidemiology unit, Human Genetics Foundation Torino (HuGeF), Via Nizza 52, Turin, 10126, Italy
Katri Räikkönen
19Institute of Behavioural Studies, Siltavuorenpenger 1A, University of Helsinki, Helsinki, FI-00014, Finland
Gianluca Severi
14Molecular and genetic epidemiology unit, Human Genetics Foundation Torino (HuGeF), Via Nizza 52, Turin, 10126, Italy
29Cancer Epidemiology Centre, Cancer Council Victoria, 615 St Kilda Road, Melbourne, 3004, Victoria, Australia
40Centre for Research in Epidemiology and Population Health (CESP), Inserm (Institut National de la Santé et de la Recherche Médicale), 28 Rue Laennec, Lyon, 69373, France
John M Starr
4Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, United Kingdom
41Alzheimer Scotland Dementia Research Centre, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, United Kingdom
Lisette Stolk
22Department of Clinical Chemistry, Erasmus University Medical Center, Wytemaweg 80, Rotterdam, 3015 CN, The Netherlands
42Netherlands Consortium for Healthy Ageing, Erasmus University Medical Center, Wytemaweg 80, Rotterdam, 3015 CN, The Netherlands
Melanie Waldenberger
12Research Unit of Molecular Epidemiology (AME), Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstadter Landstr. 1, Munich, Germany, Neuherberg, 85764, Germany
Johan G Eriksson
43Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Tukholmankatu 8 B, Helsinki, FI-00014, Finland
44National Institute for Health and Welfare, P.O. Box 30, Helsinki, FI-00271, Finland
45Folkhälsan Research Center, Helsinki, Finland
Tõnu Esko
17Estonian Genome Center, University of Tartu, Riia 23B, Tartu, 51010, Estonia
46Program in Medical and Population Genetics, Broad Institute, 415 Main St., Cambridge, MA 02142, USA
Lude Franke
13Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
Christian Gieger
12Research Unit of Molecular Epidemiology (AME), Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstadter Landstr. 1, Munich, Germany, Neuherberg, 85764, Germany
Graham G Giles
29Cancer Epidemiology Centre, Cancer Council Victoria, 615 St Kilda Road, Melbourne, 3004, Victoria, Australia
30Centre for Epidemiology and Biostatistics, School of Population and Global Health, The University of Melbourne, Level 3, 207 Bouverie Street, Carlton, Melbourne, 3010, Victoria, Australia
Sara Hägg
26Medical Epidemiology and Biostatistics, Karolinska Institutet, Nobels väg 12A, Stockholm, 17177, Sweden
Pekka Jousilahti
11National Institute for Health and Welfare, Genomics and Biomarkers, PO Box 30, Helsinki, FI-00271, Finland
Jaakko Kaprio
10Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Tukholmankatu 8, 2B, Helsinki, FI-00014, Finland
36Department of Public Health, University of Helsinki, Tukholmankatu 8, 2B, Helsinki, FI-00014, Finland
Mika Kähönen
47Department of Clinical Physiology, Tampere University Hospital, Tampere 33521, Finland
48Department of Clinical Physiology, Faculty of Medicine and Life Sciences, University of Tampere, Tampere 33014, Finland
Terho Lehtimäki
24Department of Clinical Chemistry, Fimlab Laboratories, Tampere 33520, Finland
25Department of Clinical Chemistry, Faculty of Medicine and Life Sciences, University of Tampere, Tampere 33014, Finland
Nicholas G Martin
49Genetic Epidemiology, QIMR Berghofer Medical Research Institute, 300 Herston Rd, Herston, QLD 4006, Australia
Joyce B. C van Meurs
23Department of Internal Medicine, Erasmus University Medical Center, Wytemaweg 80, Rotterdam, 3015 CN, The Netherlands
42Netherlands Consortium for Healthy Ageing, Erasmus University Medical Center, Wytemaweg 80, Rotterdam, 3015 CN, The Netherlands
Miina Ollikainen
10Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Tukholmankatu 8, 2B, Helsinki, FI-00014, Finland
36Department of Public Health, University of Helsinki, Tukholmankatu 8, 2B, Helsinki, FI-00014, Finland
Markus Perola
10Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Tukholmankatu 8, 2B, Helsinki, FI-00014, Finland
11National Institute for Health and Welfare, Genomics and Biomarkers, PO Box 30, Helsinki, FI-00271, Finland
Danielle Posthuma
1Department of Complex Trait Genetics, Vrije Universiteit, Center for Neurogenomics and Cognitive Research, De Boelelaan 1085, Amsterdam, 1081HV, the Netherlands
Olli T Raitakari
50Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku 20521, Finland
51Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku 20014, Finland
Perminder S Sachdev
37Centre for Healthy Brain Ageing, Psychiatry, UNSW Australia, High St., Sydney, NSW 2052, Australia
52Neuropsychiatric Institute, Prince of Wales Hospital, Barker St. Randwick, Randiwick, NSW 2031, Australia
Erdogan Taskesen
1Department of Complex Trait Genetics, Vrije Universiteit, Center for Neurogenomics and Cognitive Research, De Boelelaan 1085, Amsterdam, 1081HV, the Netherlands
53VU University Medical Center (VUMC), Alzheimer Center, Department of Neurology, Amsterdam, the Netherlands
André G Uitterlinden
7Department of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands
23Department of Internal Medicine, Erasmus University Medical Center, Wytemaweg 80, Rotterdam, 3015 CN, The Netherlands
42Netherlands Consortium for Healthy Ageing, Erasmus University Medical Center, Wytemaweg 80, Rotterdam, 3015 CN, The Netherlands
Paolo Vineis
14Molecular and genetic epidemiology unit, Human Genetics Foundation Torino (HuGeF), Via Nizza 52, Turin, 10126, Italy
54MRC/PHE Centre for Environment and Health, School of Public Health, Imperial College London, St Mary's Campus, Norfolk Place, London, W2 1PG, United Kingdom
Cisca Wijmenga
13Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
Margaret J Wright
55Queensland Brain Institute and Centre for Advanced Imaging, The University of Queensland, Brisbane, QLD, Australia
Caroline Relton
8Department of Genetics, University Medical Center Groningen, University of Groningen
George Davey Smith
8Department of Genetics, University Medical Center Groningen, University of Groningen
Ian J Deary
4Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, United Kingdom
39Department of Psychology, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, United Kingdom
Philipp D Koellinger
1Department of Complex Trait Genetics, Vrije Universiteit, Center for Neurogenomics and Cognitive Research, De Boelelaan 1085, Amsterdam, 1081HV, the Netherlands
2Institute for Behavior and Biology, Erasmus University Rotterdam, P.O. Box 1738, 3000 DR, Rotterdam, the Netherlands
Daniel J Benjamin
56Center for Economic and Social Research, University of Southern California, Los Angeles, CA 90089-3332, USA
Article usage
Posted March 07, 2017.
An epigenome-wide association study of educational attainment (n = 10,767)
Richard Karlsson Linnér, Riccardo E Marioni, Cornelius A Rietveld, Andrew Simpkin, Neil M Davies, Kyoko Watanabe, Nicola J Armstrong, Kirsi Auro, Clemens Baumbach, Marc Jan Bonder, Jadwiga Buchwald, Giovanni Fiorito, Khadeeja Ismail, Stella Iurato, Anni Joensuu, Pauliina Karell, Silva Kasela, Jari Lahti, Allan F McRae, Pooja R Mandaviya, Ilkka Seppälä, Yunzhang Wang, Laura Baglietto, Elisabeth B Binder, Sarah E Harris, Allison M Hodge, Steve Horvath, Mikko Hurme, Magnus Johannesson, Antti Latvala, Karen A Mather, Sarah E Medland, Andres Metspalu, Lili Milani, Roger L Milne, Alison Pattie, Nancy L Pedersen, Annette Peters, Silvia Polidoro, Katri Räikkönen, Gianluca Severi, John M Starr, Lisette Stolk, Melanie Waldenberger, BIOS Consortium, Johan G Eriksson, Tõnu Esko, Lude Franke, Christian Gieger, Graham G Giles, Sara Hägg, Pekka Jousilahti, Jaakko Kaprio, Mika Kähönen, Terho Lehtimäki, Nicholas G Martin, Joyce B. C van Meurs, Miina Ollikainen, Markus Perola, Danielle Posthuma, Olli T Raitakari, Perminder S Sachdev, Erdogan Taskesen, André G Uitterlinden, Paolo Vineis, Cisca Wijmenga, Margaret J Wright, Caroline Relton, George Davey Smith, Ian J Deary, Philipp D Koellinger, Daniel J Benjamin
bioRxiv 114637; doi: https://doi.org/10.1101/114637
An epigenome-wide association study of educational attainment (n = 10,767)
Richard Karlsson Linnér, Riccardo E Marioni, Cornelius A Rietveld, Andrew Simpkin, Neil M Davies, Kyoko Watanabe, Nicola J Armstrong, Kirsi Auro, Clemens Baumbach, Marc Jan Bonder, Jadwiga Buchwald, Giovanni Fiorito, Khadeeja Ismail, Stella Iurato, Anni Joensuu, Pauliina Karell, Silva Kasela, Jari Lahti, Allan F McRae, Pooja R Mandaviya, Ilkka Seppälä, Yunzhang Wang, Laura Baglietto, Elisabeth B Binder, Sarah E Harris, Allison M Hodge, Steve Horvath, Mikko Hurme, Magnus Johannesson, Antti Latvala, Karen A Mather, Sarah E Medland, Andres Metspalu, Lili Milani, Roger L Milne, Alison Pattie, Nancy L Pedersen, Annette Peters, Silvia Polidoro, Katri Räikkönen, Gianluca Severi, John M Starr, Lisette Stolk, Melanie Waldenberger, BIOS Consortium, Johan G Eriksson, Tõnu Esko, Lude Franke, Christian Gieger, Graham G Giles, Sara Hägg, Pekka Jousilahti, Jaakko Kaprio, Mika Kähönen, Terho Lehtimäki, Nicholas G Martin, Joyce B. C van Meurs, Miina Ollikainen, Markus Perola, Danielle Posthuma, Olli T Raitakari, Perminder S Sachdev, Erdogan Taskesen, André G Uitterlinden, Paolo Vineis, Cisca Wijmenga, Margaret J Wright, Caroline Relton, George Davey Smith, Ian J Deary, Philipp D Koellinger, Daniel J Benjamin
bioRxiv 114637; doi: https://doi.org/10.1101/114637
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