bioRxivGeneticsPreprint
Investigating the role of behaviour in the genetic risk for schizophrenia
Jessye M. MaxwelliD, Adam SocratesiD, Kylie P. GlanvilleiD, Marta Di FortiiD, Robin M. MurrayiD, Evangelos VassosiD, Paul F. O’ReillyiD
Abstract
The notion that behaviour may be on a causal path from genetics to psychiatric disorders, such as schizophrenia, highlights a potential for practical interventions. Motivated by this, we test the association between schizophrenia (SCZ) polygenic risk scores (PRS) and 420 behavioural traits (personality, psychological, lifestyle, nutritional) in a psychiatrically healthy sub-cohort of the UK Biobank. Higher schizophrenia PRS was associated with a range of traits, including lower verbal-numerical reasoning (P = 6x10-61), higher nervous feelings (P = 2x10-51) and higher self-reported risk-taking (P = 2x10-41). We follow-up the risk-taking association, hypothesising that the association may be due to a genetic propensity for risk-taking leading to greater migration, urbanicity or drug-taking - reported environmental risk factors for schizophrenia, and all positively associated with risk-taking in these data. However, schizophrenia PRS was also associated with traits, such as tea drinking (P = 2x10-34), that are highly unlikely to be on a causal path to schizophrenia. We depict four causal relationships that may in theory underlie such PRS-trait associations and illustrate ways of testing for each. For example, we contrast PRS-trait trends in the healthy sub-cohort to the corresponding trait values of medicated and non-medicated individuals diagnosed with schizophrenia, allowing some differentiation of mediation-by-behaviour, disease-onset effects and treatment effects. However, dedicated follow-up studies and new methods are required to fully disentangle these relationships. Thus, while we urge caution in interpretation of simple PRS cross-trait associations, we propose that well-designed PRS analyses can contribute to identifying behaviours on the causal path from genetics to disease.
- organism: human
- assay: GWAS summary statistics
- research focus: differential expression
- approach: statistical model
- Citations
- 4
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Penetrance and pleiotropy of polygenic risk scores for schizophrenia in 106,160 patients across four healthcare systems
Amanda B. Zheutlin, Jessica Kiri Dennis, … Jordan W. Smoller·American Journal of PsychiatryPeer-reviewed·Aug 16, 2019
- Higher genetic risk of schizophrenia is associated with lower cognitive performance in healthy individuals
Rebecca Shafee, Pranav Nanda, … Steven A. McCarroll·bioRxiv·Jan 27, 2017
- Using genetics to examine a general liability to childhood psychopathology
Lucy Riglin, Ajay K. Thapar, … Anita Thapar·Behavior GeneticsPeer-reviewed·Dec 11, 2019
- Polygenic risk score for schizophrenia is more strongly associated with ancestry than with schizophrenia
David Curtis·Psychiatric GeneticsPeer-reviewed·Aug 30, 2018
- Genetic risk for schizophrenia influences substance use in emerging adulthood: An event-level polygenic prediction model
Travis T. Mallard, K. Paige Harden, Kim Fromme·bioRxiv·Feb 21, 2018
- Polygenic risk score for schizophrenia is not strongly associated with the expression of specific genes or gene sets
David Curtis·Psychiatric GeneticsPeer-reviewed·Apr 18, 2018