Skip to main content
bioRxiv
  • Home
  • About
  • Submit
  • ALERTS / RSS
Advanced Search
New Results

Genetic correlations among psychiatric and immune-related phenotypes based on genome-wide association data

Daniel S. Tylee, Jiayin Sun, Jonathan L. Hess, Muhammad A. Tahir, Esha Sharma, Rainer Malik, Bradford B. Worrall, Andrew J. Levine, Jeremy J. Martinson, Sergey Nejentsev, Doug Speed, Annegret Fischer, Eric Mick, Brian R. Walker, Andrew Crawford, Struan F.A. Grant, Constantin Polychronakos, Jonathan P. Bradfield, Patrick M. A. Sleiman, Hakon Hakonarson, Eva Ellinghaus, James T. Elder, Lam C. Tsoi, Richard C. Trembath, Jonathan N. Barker, Andre Franke, Abbas Dehghan, The 23andMe Research Team, The Inflammation Working Group of the CHARGE Consortium, The METASTROKE Consortium of the International Stroke Genetics Consortium, The Netherlands Twin Registry, The neuroCHARGE Working Group, The Eating Disorders Working Groups of the Psychiatric Genomics Consortium, The Obsessive Compulsive Disorder and Tourette Syndrome Working Group, Stephen V. Faraone, Stephen J. Glatt
doi: https://doi.org/10.1101/070730
Daniel S. Tylee
1Psychiatric Genetic Epidemiology & Neurobiology Laboratory (PsychGENe Lab); Departments of Psychiatry and Behavioral Sciences & Neuroscience and Physiology; SUNY Upstate Medical University; Syracuse, NY, U.S.A
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: dantylee@gmail.com
Jiayin Sun
1Psychiatric Genetic Epidemiology & Neurobiology Laboratory (PsychGENe Lab); Departments of Psychiatry and Behavioral Sciences & Neuroscience and Physiology; SUNY Upstate Medical University; Syracuse, NY, U.S.A
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jonathan L. Hess
1Psychiatric Genetic Epidemiology & Neurobiology Laboratory (PsychGENe Lab); Departments of Psychiatry and Behavioral Sciences & Neuroscience and Physiology; SUNY Upstate Medical University; Syracuse, NY, U.S.A
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Muhammad A. Tahir
1Psychiatric Genetic Epidemiology & Neurobiology Laboratory (PsychGENe Lab); Departments of Psychiatry and Behavioral Sciences & Neuroscience and Physiology; SUNY Upstate Medical University; Syracuse, NY, U.S.A
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Esha Sharma
1Psychiatric Genetic Epidemiology & Neurobiology Laboratory (PsychGENe Lab); Departments of Psychiatry and Behavioral Sciences & Neuroscience and Physiology; SUNY Upstate Medical University; Syracuse, NY, U.S.A
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Rainer Malik
2Institute for Stroke and Dementia Research, Klinikum der Universität München, Ludwig-Maximilians-University (LMU), Munich, Germany
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Bradford B. Worrall
3Departments of Neurology and Public Health Sciences, University of Virginia School of Medicine, Charlottesville, VA, U.S.A
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Andrew J. Levine
4Department of Neurology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, U.S.A.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jeremy J. Martinson
5Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, PA, U.S.A.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Sergey Nejentsev
6Department of Medicine, University of Cambridge, Cambridge, U.K.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Doug Speed
7Aarhus Institute for Advanced Studies and University College London, London, U.K.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Annegret Fischer
9Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Eric Mick
10Department of Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, U.S.A.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Brian R. Walker
11BHF Centre for Cardiovascular Science, Queen’s Medical Research Institute, University of Edinburgh, Edinburgh, EH16 4TJ, U.K.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Andrew Crawford
12School of Social and Community Medicine, MRC Integrated Epidemiology Unit, University of Bristol, Bristol, BS8 2BN, UK
13Center for Applied Genomics, Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, PA, U.S.A.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Struan F.A. Grant
13Center for Applied Genomics, Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, PA, U.S.A.
14Division of Endocrinology and Diabetes, The Children’s Hospital of Philadelphia, Philadelphia, PA, U.S.A.
15Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, U.S.A.
16Institute of Diabetes, Obesity and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, U.S.A.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Constantin Polychronakos
17Endocrine Genetics Laboratory, Department of Pediatrics and the Child Health Program of the Research Institute, McGill University Health Centre, Montreal, Quebec, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jonathan P. Bradfield
13Center for Applied Genomics, Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, PA, U.S.A.
18Quantinuum Research LLC, San Diego, CA, U.S.A.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Patrick M. A. Sleiman
13Center for Applied Genomics, Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, PA, U.S.A.
15Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, U.S.A.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Hakon Hakonarson
13Center for Applied Genomics, Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, PA, U.S.A.
15Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, U.S.A.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Eva Ellinghaus
9Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
James T. Elder
19Department of Dermatology, Veterans Affairs Hospital, University of Michigan, Ann Arbor, Michigan, United States of America
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Lam C. Tsoi
19Department of Dermatology, Veterans Affairs Hospital, University of Michigan, Ann Arbor, Michigan, United States of America
20Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, United States of America
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Richard C. Trembath
21Division of Genetics and Molecular Medicine, King’s College London, London, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jonathan N. Barker
22Department of Biostatistics and Epidemiology, MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College London
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Andre Franke
9Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Abbas Dehghan
22Department of Biostatistics and Epidemiology, MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College London
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
2323andMe, Inc., Mountain View, CA, USA
Stephen V. Faraone
1Psychiatric Genetic Epidemiology & Neurobiology Laboratory (PsychGENe Lab); Departments of Psychiatry and Behavioral Sciences & Neuroscience and Physiology; SUNY Upstate Medical University; Syracuse, NY, U.S.A
24K.G. Jebsen Centre for Research on Neuropsychiatric Disorders, University of Bergen, Bergen, Norway
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Stephen J. Glatt
1Psychiatric Genetic Epidemiology & Neurobiology Laboratory (PsychGENe Lab); Departments of Psychiatry and Behavioral Sciences & Neuroscience and Physiology; SUNY Upstate Medical University; Syracuse, NY, U.S.A
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Abstract
  • Full Text
  • Info/History
  • Metrics
  • Supplementary material
  • Preview PDF
Loading

Abstract

Individuals with psychiatric disorders have elevated rates of autoimmune comorbidity and altered immune signaling. It is unclear whether these altered immunological states have a shared genetic basis with those psychiatric disorders. The present study sought to use existing summary-level data from previous genome-wide association studies (GWASs) to determine if commonly varying single nucleotide polymorphisms (SNPs) are shared between psychiatric and immune-related phenotypes. We estimated heritability and examined pair-wise genetic correlations using the linkage disequilibrium score regression (LDSC) and heritability estimation from summary statistics (HESS) methods. Using LDSC, we observed significant genetic correlations between immune-related disorders and several psychiatric disorders, including anorexia nervosa, attention deficit-hyperactivity disorder, bipolar disorder, major depression, obsessive compulsive disorder, schizophrenia, smoking behavior, and Tourette syndrome. Loci significantly mediating genetic correlations were identified for schizophrenia when analytically paired with Crohn’s disease, primary biliary cirrhosis, systemic lupus erythematosus, and ulcerative colitis. We report significantly correlated loci and highlight those containing genome-wide associations and candidate genes for respective disorders. We also used the LDSC method to characterize genetic correlations amongst the immune-related phenotypes. We discuss our findings in the context of relevant genetic and epidemiological literature, as well as the limitations and caveats of the study.

  • Manuscript Abbreviations

    (ADHD)
    Attention deficit-hyperactivity disorder
    (BH)
    Benjamini-Hochberg
    (BD)
    bipolar disorder
    (CRP)
    C-reactive protein
    (CD)
    Crohn’s disease
    (GWAS)
    genome-wide association study
    (GW hits)
    genome-wide significant associations
    (HESS)
    heritability estimation from summary statistics
    (LD)
    linkage disequilibrium
    (LDSC)
    linkage disequilibrium score regression
    (MHC)
    major histocompatibility
    (OCD)
    obsessive compulsive disorder
    (PBC)
    primary biliary cirrhosis
    (PGC)
    Psychiatric Genomics Consortium
    (QC)
    quality control
    (REML)
    restricted maximum likelihood
    (SZ)
    schizophrenia
    (SNP)
    single nucleotide polymorphism
    (SLE)
    systemic lupus erythematosus
    (UC)
    ulcerative colitis
  • Copyright 
    The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
    Back to top
    PreviousNext
    Posted March 10, 2018.
    Download PDF

    Supplementary Material

    Email

    Thank you for your interest in spreading the word about bioRxiv.

    NOTE: Your email address is requested solely to identify you as the sender of this article.

    Enter multiple addresses on separate lines or separate them with commas.
    Genetic correlations among psychiatric and immune-related phenotypes based on genome-wide association data
    (Your Name) has forwarded a page to you from bioRxiv
    (Your Name) thought you would like to see this page from the bioRxiv website.
    CAPTCHA
    This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
    Share
    Genetic correlations among psychiatric and immune-related phenotypes based on genome-wide association data
    Daniel S. Tylee, Jiayin Sun, Jonathan L. Hess, Muhammad A. Tahir, Esha Sharma, Rainer Malik, Bradford B. Worrall, Andrew J. Levine, Jeremy J. Martinson, Sergey Nejentsev, Doug Speed, Annegret Fischer, Eric Mick, Brian R. Walker, Andrew Crawford, Struan F.A. Grant, Constantin Polychronakos, Jonathan P. Bradfield, Patrick M. A. Sleiman, Hakon Hakonarson, Eva Ellinghaus, James T. Elder, Lam C. Tsoi, Richard C. Trembath, Jonathan N. Barker, Andre Franke, Abbas Dehghan, The 23andMe Research Team, The Inflammation Working Group of the CHARGE Consortium, The METASTROKE Consortium of the International Stroke Genetics Consortium, The Netherlands Twin Registry, The neuroCHARGE Working Group, The Eating Disorders Working Groups of the Psychiatric Genomics Consortium, The Obsessive Compulsive Disorder and Tourette Syndrome Working Group, Stephen V. Faraone, Stephen J. Glatt
    bioRxiv 070730; doi: https://doi.org/10.1101/070730
    Digg logo Reddit logo Twitter logo Facebook logo Google logo LinkedIn logo Mendeley logo
    Citation Tools
    Genetic correlations among psychiatric and immune-related phenotypes based on genome-wide association data
    Daniel S. Tylee, Jiayin Sun, Jonathan L. Hess, Muhammad A. Tahir, Esha Sharma, Rainer Malik, Bradford B. Worrall, Andrew J. Levine, Jeremy J. Martinson, Sergey Nejentsev, Doug Speed, Annegret Fischer, Eric Mick, Brian R. Walker, Andrew Crawford, Struan F.A. Grant, Constantin Polychronakos, Jonathan P. Bradfield, Patrick M. A. Sleiman, Hakon Hakonarson, Eva Ellinghaus, James T. Elder, Lam C. Tsoi, Richard C. Trembath, Jonathan N. Barker, Andre Franke, Abbas Dehghan, The 23andMe Research Team, The Inflammation Working Group of the CHARGE Consortium, The METASTROKE Consortium of the International Stroke Genetics Consortium, The Netherlands Twin Registry, The neuroCHARGE Working Group, The Eating Disorders Working Groups of the Psychiatric Genomics Consortium, The Obsessive Compulsive Disorder and Tourette Syndrome Working Group, Stephen V. Faraone, Stephen J. Glatt
    bioRxiv 070730; doi: https://doi.org/10.1101/070730

    Citation Manager Formats

    • BibTeX
    • Bookends
    • EasyBib
    • EndNote (tagged)
    • EndNote 8 (xml)
    • Medlars
    • Mendeley
    • Papers
    • RefWorks Tagged
    • Ref Manager
    • RIS
    • Zotero
    • Tweet Widget
    • Facebook Like
    • Google Plus One

    Subject Area

    • Bioinformatics
    Subject Areas
    All Articles
    • Animal Behavior and Cognition (4049)
    • Biochemistry (8682)
    • Bioengineering (6401)
    • Bioinformatics (23122)
    • Biophysics (11642)
    • Cancer Biology (9035)
    • Cell Biology (13134)
    • Clinical Trials (138)
    • Developmental Biology (7354)
    • Ecology (11275)
    • Epidemiology (2066)
    • Evolutionary Biology (14982)
    • Genetics (10333)
    • Genomics (13918)
    • Immunology (9017)
    • Microbiology (21882)
    • Molecular Biology (8673)
    • Neuroscience (46955)
    • Paleontology (349)
    • Pathology (1403)
    • Pharmacology and Toxicology (2459)
    • Physiology (3679)
    • Plant Biology (7972)
    • Scientific Communication and Education (1418)
    • Synthetic Biology (2189)
    • Systems Biology (5970)
    • Zoology (1235)