open access publication

Preprint, 2024

Quantifying the Relative Importance of Genetics and Environment on the Comorbidity between Mental- and Cardiometabolic Disorders: A Comprehensive Analysis of National Register Data from 17 million Scandinavians

medRxiv, Volume 5, 03-10, Page 2024.02.29.24303530, 10.1101/2024.02.29.24303530

Contributors

Meijsen, Joeri J 0000-0002-4161-2199 (Corresponding author) [1] [2] Hu, Kejia [3] Krebs, Morten Dybdahl 0000-0002-4452-0732 [1] [2] Athanasiadis, Georgios 0000-0002-2927-4035 [1] [2] [4] Washbrook, Sarah 0009-0006-9971-4960 [1] Zetterberg, Richard 0000-0002-4284-4063 [1] [2] Avelar E Silva, Raquel Nogueira 0000-0001-7895-0936 [1] [2] Shorter, John R 0000-0003-4732-5526 [1] [2] [5] Gådin, Jesper R 0000-0002-9210-9534 [1] [2] Bergstedt, Jacob 0000-0002-9279-6936 [3] Howard, David Mark 0000-0002-6005-1972 [6] Ye, Wei-Min 0000-0002-6859-4648 [3] Consortium, The iPSYCH Lu, Yunxia 0000-0001-9933-3654 [3] Valdimarsdóttir, Unnur Anna 0000-0001-5382-946X [3] [7] [8] Ingason, Andrés [1] [2] [9] Mikkelsen, Dorte Helenius 0000-0002-7360-4812 [1] [2] Plana-Ripoll, Oleguer 0000-0002-6470-7465 [10] Mcgrath, John Joseph 0000-0002-4792-6068 [11] [12] [13] Micali, Nadia 0000-0001-5571-2273 [1] [14] Andreassen, Ole Andreas 0000-0002-4461-3568 [15] [16] Werge, Thomas Mears 0000-0003-1829-0766 [1] [2] [9] Fang, Fang 0000-0002-3310-6456 [3] Buil, Alfonso 0000-0002-3097-1014 (Corresponding author) [1] [2]

Affiliations

  1. [1] Mental Health Services
  2. [NORA names: Capital Region of Denmark; Hospital; Denmark; Europe, EU; Nordic; OECD];
  3. [2] Lundbeck Foundation
  4. [NORA names: Lundbeck Foundation; Non-Profit Organisations; Denmark; Europe, EU; Nordic; OECD];
  5. [3] Karolinska Institutet
  6. [NORA names: Sweden; Europe, EU; Nordic; OECD];
  7. [4] University of Barcelona
  8. [NORA names: Spain; Europe, EU; OECD];
  9. [5] Roskilde University
  10. [NORA names: RUC Roskilde University; University; Denmark; Europe, EU; Nordic; OECD];

Abstract

Mental disorders (MDs) are leading causes of disability and premature death worldwide, partly due to high comorbidity with cardiometabolic disorders (CMDs). Reasons for this comorbidity are still poorly understood. We leverage nation-wide health records and complete genealogies of Denmark and Sweden (n=17 million) to reveal the genetic and environmental contributions underlying the observed comorbidity between six MDs and 14 CMDs. Genetic factors contributed about 50% to the comorbidity of schizophrenia, affective disorders, and autism spectrum disorder with CMDs, whereas the comorbidity of attention-deficit/hyperactivity disorder and anorexia with CMDs was mainly or fully driven by environmental factors. These findings provide causal insight to guide clinical and scientific initiatives directed at achieving mechanistic understanding as well as preventing and alleviating the consequences of these disorders.

Keywords

Denmark, Mental, Register Data, Scandinavian, Sweden, affective disorders, anorexia, attention-deficit/hyperactivity disorder, autism, autism spectrum disorder, cardiometabolic disorders, comorbidity, comorbidity of attention-deficit/hyperactivity disorder, comorbidity of schizophrenia, comprehensive analysis, consequences, contribution, data, death, disability, disorders, environment, environmental contributions, environmental factors, factors, findings, genealogy, genetic factors, genetics, health records, importance, initiation, mental disorders, premature death, reasons, records, schizophrenia, scientific initiatives, spectrum disorder

Funders

  • European Research Council
  • Lundbeck Foundation
  • Danish National Research Foundation
  • Simons Foundation
  • Kristian Gerhard Jebsen Foundation
  • The Research Council of Norway
  • National Institute of Mental Health
  • Novo Nordisk Foundation
  • The Icelandic Centre for Research
  • Wellcome Trust
  • European Commission

Data Provider: Digital Science