---
_id: '27023'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n               <jats:sec>\r\n                  <jats:title>Background</jats:title>\r\n
    \                 <jats:p>Blood immunoreactive biomarkers, such as C-reactive
    protein (CRP), and metabolic abnormalities have been associated with schizophrenia.
    Studies comprehensively and bidirectionally probing possible causal links between
    such blood constituents and liability to schizophrenia are lacking.</jats:p>\r\n
    \              </jats:sec>\r\n               <jats:sec>\r\n                  <jats:title>Methods</jats:title>\r\n
    \                 <jats:p>To disentangle putative causal links between CRP blood
    levels and schizophrenia in both directions, we conducted multiple univariable
    Mendelian-randomization (MR) analyses, ranging from fixed-effect to inverse variance-weighted
    (IVW), weighted-median, MR Egger and generalized summary-data-based Mendelian-randomization
    (GSMR) models. To prioritize metabolic risk factors for schizophrenia, a novel
    multivariable approach was applied: multivariable Mendelian-randomization–Bayesian
    model averaging (MR-BMA).</jats:p>\r\n               </jats:sec>\r\n               <jats:sec>\r\n
    \                 <jats:title>Results</jats:title>\r\n                  <jats:p>All
    forward univariable MR analyses consistently showed that CRP has a protective
    effect on schizophrenia, whereas reverse MR analyses consistently suggested absent
    causal effects of schizophrenia liability on CRP blood levels. Using MR-BMA, as
    the top protective factors for schizophrenia we prioritized leucine and as the
    prime risk-factor triglycerides in medium very-low-density lipoprotein (VLDL).
    The five best-performing MR-BMA models provided one additional risk factor: triglycerides
    in large VLDL; and two additional protective factors: citrate and lactate.</jats:p>\r\n
    \              </jats:sec>\r\n               <jats:sec>\r\n                  <jats:title>Conclusions</jats:title>\r\n
    \                 <jats:p>Our results add to a growing body of literature hinting
    at metabolic changes—in particular of triglycerides—independently of medication
    status in schizophrenia. We also highlight the absent effects of genetic liability
    to schizophrenia on CRP levels.</jats:p>\r\n               </jats:sec>"
author:
- first_name: Bochao D
  full_name: Lin, Bochao D
  last_name: Lin
- first_name: Anne
  full_name: Alkema, Anne
  last_name: Alkema
- first_name: Triinu
  full_name: Peters, Triinu
  last_name: Peters
- first_name: Janneke
  full_name: Zinkstok, Janneke
  last_name: Zinkstok
- first_name: Lars
  full_name: Libuda, Lars
  id: '88682'
  last_name: Libuda
  orcid: 0000-0003-1603-3133
- first_name: Johannes
  full_name: Hebebrand, Johannes
  last_name: Hebebrand
- first_name: Jochen
  full_name: Antel, Jochen
  last_name: Antel
- first_name: Anke
  full_name: Hinney, Anke
  last_name: Hinney
- first_name: Wiepke
  full_name: Cahn, Wiepke
  last_name: Cahn
- first_name: Roger
  full_name: Adan, Roger
  last_name: Adan
- first_name: Jurjen J
  full_name: Luykx, Jurjen J
  last_name: Luykx
citation:
  ama: 'Lin BD, Alkema A, Peters T, et al. Assessing causal links between metabolic
    traits, inflammation and schizophrenia: a univariable and multivariable, bidirectional
    Mendelian-randomization study. <i>International Journal of Epidemiology</i>. Published
    online 2019:1505-1514. doi:<a href="https://doi.org/10.1093/ije/dyz176">10.1093/ije/dyz176</a>'
  apa: 'Lin, B. D., Alkema, A., Peters, T., Zinkstok, J., Libuda, L., Hebebrand, J.,
    Antel, J., Hinney, A., Cahn, W., Adan, R., &#38; Luykx, J. J. (2019). Assessing
    causal links between metabolic traits, inflammation and schizophrenia: a univariable
    and multivariable, bidirectional Mendelian-randomization study. <i>International
    Journal of Epidemiology</i>, 1505–1514. <a href="https://doi.org/10.1093/ije/dyz176">https://doi.org/10.1093/ije/dyz176</a>'
  bibtex: '@article{Lin_Alkema_Peters_Zinkstok_Libuda_Hebebrand_Antel_Hinney_Cahn_Adan_et
    al._2019, title={Assessing causal links between metabolic traits, inflammation
    and schizophrenia: a univariable and multivariable, bidirectional Mendelian-randomization
    study}, DOI={<a href="https://doi.org/10.1093/ije/dyz176">10.1093/ije/dyz176</a>},
    journal={International Journal of Epidemiology}, author={Lin, Bochao D and Alkema,
    Anne and Peters, Triinu and Zinkstok, Janneke and Libuda, Lars and Hebebrand,
    Johannes and Antel, Jochen and Hinney, Anke and Cahn, Wiepke and Adan, Roger and
    et al.}, year={2019}, pages={1505–1514} }'
  chicago: 'Lin, Bochao D, Anne Alkema, Triinu Peters, Janneke Zinkstok, Lars Libuda,
    Johannes Hebebrand, Jochen Antel, et al. “Assessing Causal Links between Metabolic
    Traits, Inflammation and Schizophrenia: A Univariable and Multivariable, Bidirectional
    Mendelian-Randomization Study.” <i>International Journal of Epidemiology</i>,
    2019, 1505–14. <a href="https://doi.org/10.1093/ije/dyz176">https://doi.org/10.1093/ije/dyz176</a>.'
  ieee: 'B. D. Lin <i>et al.</i>, “Assessing causal links between metabolic traits,
    inflammation and schizophrenia: a univariable and multivariable, bidirectional
    Mendelian-randomization study,” <i>International Journal of Epidemiology</i>,
    pp. 1505–1514, 2019, doi: <a href="https://doi.org/10.1093/ije/dyz176">10.1093/ije/dyz176</a>.'
  mla: 'Lin, Bochao D., et al. “Assessing Causal Links between Metabolic Traits, Inflammation
    and Schizophrenia: A Univariable and Multivariable, Bidirectional Mendelian-Randomization
    Study.” <i>International Journal of Epidemiology</i>, 2019, pp. 1505–14, doi:<a
    href="https://doi.org/10.1093/ije/dyz176">10.1093/ije/dyz176</a>.'
  short: B.D. Lin, A. Alkema, T. Peters, J. Zinkstok, L. Libuda, J. Hebebrand, J.
    Antel, A. Hinney, W. Cahn, R. Adan, J.J. Luykx, International Journal of Epidemiology
    (2019) 1505–1514.
date_created: 2021-11-01T19:15:07Z
date_updated: 2022-01-06T06:57:32Z
department:
- _id: '35'
- _id: '22'
- _id: '395'
doi: 10.1093/ije/dyz176
language:
- iso: eng
page: 1505-1514
publication: International Journal of Epidemiology
publication_identifier:
  issn:
  - 0300-5771
  - 1464-3685
publication_status: published
status: public
title: 'Assessing causal links between metabolic traits, inflammation and schizophrenia:
  a univariable and multivariable, bidirectional Mendelian-randomization study'
type: journal_article
user_id: '49428'
year: '2019'
...
