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Hair Cortisol in Twins: Heritability and Genetic Overlap with Psychological Variables and Stress-System Genes

  • Liz Rietschel*
  • , Fabian Streit
  • , Gu Zhu
  • , Kerrie McAloney
  • , Josef Frank
  • , Baptiste Couvy-Duchesne
  • , Stephanie H. Witt
  • , Tina M. Binz
  • , Jennifer L. Bolton
  • , Caroline Hayward
  • , Nese Direk
  • , Anna Anderson
  • , Jennifer Huffman
  • , James F. Wilson
  • , Harry Campbell
  • , Igor Rudan
  • , Alan Wright
  • , Nicholas Hastie
  • , Sarah H. Wild
  • , Fleur P. Velders
  • Albert Hofman, Andre G. Uitterlinden, Jari Lahti, Katri Räikkönen, Eero Kajantie, Elisabeth Widen, Aarno Palotie, Johan G. Eriksson, Marika Kaakinen, Marjo Riitta Järvelin, Nicholas J. Timpson, George Davey Smith, Susan M. Ring, David M. Evans, Beate St Pourcain, Toshiko Tanaka, Yuri Milaneschi, Stefania Bandinelli, Luigi Ferrucci, Pim Van Der Harst, Judith Gm Rosmalen, Stephen Jl Bakker, Niek Verweij, Robin Pf Dullaart, Anubha Mahajan, Cecilia M. Lindgren, Andrew Morris, Lars Lind, Erik Ingelsson, Laura N. Anderson, Craig E. Pennell, Stephen J. Lye, Stephen G. Matthews, Joel Eriksson, Dan Mellstrom, Claes Ohlsson, Jackie F. Price, Mark Wj Strachan, Rebecca M. Reynolds, Henning Tiemeier, Stephan Ripke, Manuel Mattheisen, Abdel Abdellaoui, Mark J. Adams, Esben Agerbo, Tracy M. Air, Till Fm Andlauer, Silviu Alin Bacanu, Marie Bækvad-Hansen, Aartjan Tf Beekman, David A. Bennett, Klaus Berger, Tim B. Bigdeli, Jonas Bybjerg-Grauholm, Enda M. Byrne, Na Cai, Enrique Castelao, Toni Kim Clarke, Jonathan Ri Coleman, Converge Consortium, Nick Craddock, Udo Dannlowski, Gareth Davies, Gail Davies, Eco J.C. De Geus, Philip De Jager, Ian J. Deary, Franziska Degenhardt, Erin C. Dunn, Erik A. Ehli, Thalia C. Eley, Valentina Escott-Price, Tõnu Esko, Hilary K. Finucane, Michael Gill, Scott D. Gordon, Jakob Grove, Lynsey S. Hall, Thomas F. Hansen, Christine Søholm Hansen, Andrew C. Heath, Anjali K. Henders, Stefan Herms, Per Hoffmann, Georg Homuth, Carsten Horn, Jouke Jan Hottenga, David Hougaard, Hailiang Huang, Marcus Ising, Rick Jansen, Eric Jorgenson, Stefan Kloiber, James A. Knowles, Warren W. Kretzschmar, Jesper Krogh, Zoltán Kutalik, Maren Lang, Glyn Lewis, Yihan Li, Donald J. MacIntyre, Pamela Af Madden, Jonathan Marchine, Hamdi Mbarek, Peter McGuffin, Divya Mehta, Andres Metspalu, Christel M. Middeldorp, Evelin Mihailov, Lili Milani, Grant W. Montgomery, Sara Mostafavi, Niamh Mullins, Matthias Nauck, Bernard Ng, Merete Nordentoft, Dale R. Nyholt, Michael C. O'Donovan, Paul F. O'Reilly, Hogni Oskarsson, Michael J. Owen, Sara A. Paciga, Carsten Bøcker Pedersen, Marianne Giørtz Pedersen, Nancy L. Pedersen, Michele L. Pergadia, Roseann E. Peterson, Erik Pettersson, Wouter J. Peyrot, David J. Porteous, Danielle Posthuma, James B. Potash, Jorge A. Quiroz, John P. Rice, Brien P. Riley, Margarita Rivera, Douglas M. Ruderfer, Saira Saeed Mirza, Robert Schoevers, Ling Shen, Jianxin Shi, Engilbert Sigurdsson, Grant Cb Sinnamon, Johannes H. Smit, Daniel J. Smith, Hreinn Stephansson, Stacy Steinberg, Jana Strohmaier, Katherine E. Tansey, Alexander Teumer, Wesley Thompson, Pippa A. Thomson, Thorgeir E. Thorgeirsson, Jens Treutlein, Maciej Trzaskowski, Daniel Umbricht, Sandra Van Der Auwera, Gerard Van Grootheest, Albert M. Van Hemert, Alexander Viktorin, Henry Völzke, Yunpeng Wang, Bradley T. Webb, Myrna M. Weissman, Jürgen Wellmann, Gonneke Willemsen, Hualin S. Xi, Bernhard T. Baune, Douglas H.R. Blackwood, Dorret I. Boomsma, Anders D. Børglum, Henriette N. Buttenschøn, Sven Cichon, Enrico Domenici, Jonathan Flint, Hans J. Grabe, Steven P. Hamilton, Kenneth S. Kendler, Qingqin S. Li, Susanne Lucae, Patrik K. Magnusson, Andrew M. McIntosh, Ole Mors, Preben Bo Mortensen, Bertram Müller-Myhsok, Brenda Wjh Penninx, Roy H. Perlis, Martin Preisig, Catherine Schaefer, Jordan W. Smoller, Kari Stephansson, Rudolf Uher, Thomas Werge, Ashley R. Winslow, Gerome Breen, Douglas F. Levinson, Cathryn M. Lewis, Naomi R. Wray, Patrick F. Sullivan, John McGrath, Ian B. Hickie, Narelle K. Hansell, Margaret J. Wright, Nathan A. Gillespie, Andreas J. Forstner, Thomas G. Schulze, Stefan Wüst, Markus M. Nöthen, Markus R. Baumgartner, Brian R. Walker, Andrew A. Crawford, Lucía Colodro-Conde, Sarah E. Medland, Nicholas G. Martin, Marcella Rietschel
*Corresponding author for this work
  • University Hospital of Child and Adolescent Psychiatry and Psychotherapy
  • University of Bern
  • Academy for Psychotherapy
  • SRH University Heidelberg
  • Department of Genetic Epidemiology in Psychiatry
  • Heidelberg University 
  • Department of Genetics and Computational Biology
  • Queensland Institute of Medical Research
  • Queensland Brain Institute
  • University of Queensland
  • Zurich Institute of Forensic Medicine
  • University of Zurich
  • University of Edinburgh
  • Department of Epidemiology
  • Erasmus University Rotterdam
  • Department of Psychiatry
  • Dokuz Eylul University
  • Centre for Population Health Sciences
  • Department of Internal Medicine
  • Institute of Behavioural Sciences
  • University of Helsinki
  • National Institute for Health and Welfare
  • FIMM Institute for Molecular Medicine Finland
  • Department of Medical Genetics
  • Helsinki University Hospital
  • Department of General Practice and Primary Health Care
  • Unit of General Practice
  • Folkhalsan
  • Vaasa Hospital District
  • Institute of Health Sciences and Biocenter Oulu
  • University of Oulu
  • Department of Children and Young People and Families
  • Department of Epidemiology and Biostatistics
  • Imperial College London
  • Unit of Primary Health Care
  • MRC Centre for Causal Analyses in Translational Epidemiology
  • University of Bristol
  • Longitudinal Studies Section
  • National Institutes of Health
  • Department of Psychiatry
  • VU University Medical Center
  • Geriatric Unit
  • ASF
  • Department of Cardiology
  • University of Groningen
  • Department of Genetics
  • Durrer Center for Cardiogenetic Research
  • Interuniversity Cardiology Institute of the Netherlands
  • University Medical Center Groningen
  • Department of Internal Medicine
  • University of Oxford
  • Department of Medical Sciences
  • Uppsala University
  • University of Toronto
  • University of Western Australia
  • Center for Bone and Arthritis Research
  • University of Gothenburg
  • Department of Child and Adolescent Psychiatry
  • Psychiatry
  • Medical and Population Genetics
  • Broad Institute
  • Analytic and Translational Genetics Unit
  • Massachusetts General Hospital
  • Department of Psychiatry and Psychotherapy
  • Charité – Universitätsmedizin Berlin
  • Department of Biomedicine
  • Aarhus University
  • iSEQ
  • The Lundbeck Foundation Initiative for Integrative Psychiatric Research
  • Department of Biological Psychology
  • Vrije Universiteit Amsterdam
  • Division of Psychiatry
  • National Centre for Register-Based Research
  • Centre for Integrated Register-based Research
  • Discipline of Psychiatry
  • Adelaide University
  • Department of Translational Research in Psychiatry
  • Max Planck Institute of Psychiatry
  • Munich Cluster for Systems Neurology (SyNergy)
  • Department of Psychiatry
  • Virginia Commonwealth University
  • Center for Neonatal Screening
  • Statens Serum Institut
  • Rush University
  • Institute of Epidemiology and Social Medicine
  • University of Münster
  • Human Genetics
  • Wellcome Trust Sanger Institute
  • Department of Psychiatry
  • University of Lausanne
  • Social,Genetic and Developmental Psychiatry Centre
  • King's College London
  • Psychological Medicine
  • Cardiff University
  • Department of Psychiatry
  • University of Marburg
  • Avera Institute for Human Genetics
  • Centre for Cognitive Ageing and Cognitive Epidemiology
  • Brigham and Women’s Hospital
  • University of Bonn
  • Department of Genomics
  • Stanley Center for Psychiatric Research
  • Department of Psychiatry
  • Psychiatric and Neurodevelopmental Genetics Unit
  • Neuroscience and Mental Health
  • Division of Endocrinology
  • Boston Children's Hospital
  • Department of Genetics
  • Harvard University
  • University of Tartu
  • Department of Epidemiology
  • Department of Mathematics
  • Massachusetts Institute of Technology
  • Department of Psychiatry
  • Trinity College Dublin
  • Genetics and Computational Biology
  • Bioinformatics Research Centre (BiRC)
  • Newcastle University
  • Danish Headache Center
  • University of Copenhagen
  • H. Lundbeck A/S
  • Department of Psychiatry
  • Washington University St. Louis
  • Human Genomics Research Group
  • University of Basel
  • Interfaculty Institute for Genetics and Functional Genomics
  • University of Greifswald
  • Roche Pharmaceutical Research and Early Development
  • F. Hoffmann-La Roche AG
  • Department of Medicine
  • Kaiser Permanente
  • Department of Psychiatry
  • Psychiatry and the Behavioral Sciences
  • University of Southern California
  • Swiss Institute of Bioinformatics
  • Institute of Biological Psychiatry
  • Mental Health Center Sct. Hans
  • Division of Psychiatry
  • University College London
  • National Health Service Scotland
  • Division of Psychiatry
  • Department of Statistics
  • University of Amsterdam
  • School of Psychology and Counselling
  • Queensland University of Technology
  • Institute of Molecular and Cell Biology
  • Institute for Molecular Biology
  • Medical Genetics
  • University of British Columbia
  • Statistics
  • German Centre for Cardiovascular Research
  • Institute of Clinical Chemistry and Laboratory Medicine
  • Mental Health Centre Copenhagen
  • Humus Inc
  • Human Genetics and Computational Biomedicine
  • Pfizer
  • Department of Medical Epidemiology and Biostatistics
  • Karolinska Institutet
  • Florida Atlantic University
  • Medical Genetics Section
  • Department of Complex Trait Genetics
  • Clinical Genetics
  • Psychiatry
  • University of Iowa
  • Solid
  • Department of Biochemistry and Molecular Biology II
  • University of Granada
  • Psychiatry
  • Icahn School of Medicine at Mount Sinai
  • Interdisciplinary Center Psychopathology and Emotion regulation (ICPE)
  • Division of Cancer Epidemiology and Genetics
  • Faculty of Medicine
  • University of Iceland
  • School of Medicine and Dentistry
  • James Cook University Queensland
  • Institute of Health and Wellbeing
  • University of Glasgow
  • deCODE Genetics
  • College of Biomedical and Life Sciences
  • Institute for Community Medicine
  • NORMENT
  • University of Oslo
  • University of California at San Diego
  • Institute for Molecular Bioscience
  • Department of Psychiatry and Psychotherapy
  • Department of Psychiatry
  • Leiden University
  • Columbia University
  • Division of Epidemiology
  • Computational Sciences Center of Emphasis
  • Department of Clinical Medicine
  • Institute of Neuroscience and Medicine (INM-1)
  • Jülich Research Centre
  • Department of Biomedicine
  • Division of Medical Genetics
  • Centre for Integrative Biology
  • University of Trento
  • Department of Psychiatry
  • University of California at Los Angeles
  • Psychiatry
  • Neuroscience Therapeutic Area
  • Johnson & Johnson
  • Psychosis Research Unit
  • Institute of Translational Medicine
  • University of Liverpool
  • Psychiatry
  • Psychiatry
  • Dalhousie University
  • Institute of Clinical Medicine
  • Orphan Disease Center
  • University of Pennsylvania
  • Department of Psychiatry and Behavioral Sciences
  • Stanford University
  • Department of Medical and Molecular Genetics
  • University of North Carolina at Chapel Hill
  • Queensland Centre for Mental Health Research
  • Queensland Health
  • Brain and Mind Centre
  • The University of Sydney
  • Centre for Advanced Imaging
  • Johns Hopkins University
  • Ludwig Maximilian University of Munich
  • Human Genetics Branch
  • Department of Psychiatry and Psychotherapy
  • University of Göttingen
  • Institute of Experimental Psychology
  • University of Regensburg
  • Department of Psychiatry
  • University of Tartu

Research output: Contribution to journal › Article › peer-review

Abstract

Hair cortisol concentration (HCC) is a promising measure of long-Term hypothalamus-pituitary-Adrenal (HPA) axis activity. Previous research has suggested an association between HCC and psychological variables, and initial studies of inter-individual variance in HCC have implicated genetic factors. However, whether HCC and psychological variables share genetic risk factors remains unclear. The aims of the present twin study were to: (i) assess the heritability of HCC; (ii) estimate the phenotypic and genetic correlation between HPA axis activity and the psychological variables perceived stress, depressive symptoms, and neuroticism; using formal genetic twin models and molecular genetic methods, i.e. polygenic risk scores (PRS). HCC was measured in 671 adolescents and young adults. These included 115 monozygotic and 183 dizygotic twin-pairs. For 432 subjects PRS scores for plasma cortisol, major depression, and neuroticism were calculated using data from large genome wide association studies. The twin model revealed a heritability for HCC of 72%. No significant phenotypic or genetic correlation was found between HCC and the three psychological variables of interest. PRS did not explain variance in HCC. The present data suggest that HCC is highly heritable. However, the data do not support a strong biological link between HCC and any of the investigated psychological variables.

Original languageEnglish
Article number15351
JournalScientific Reports
Volume7
Issue number1
DOIs
Publication statusPublished - 10 Nov 2017
Externally publishedYes

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