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Published on: February 22, 2018
The structure of psychiatric comorbidity without selection and assortative mating
Ziada Ayorech1, Fartein Ask Torvik2,3, Rosa Cheesman2
1PROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, 0373, Norway. ziada.ayorech@psykologi.uio.no.
This study used within-family genetic analysis to reveal the structure of psychiatric comorbidity, finding distinct genetic factors for neurodevelopment, psychosis, and constraint. This approach helps understand biases in population studies and the mechanisms driving comorbidity.
Area of Science:
- Psychiatric Genetics
- Behavioral Genetics
- Population Health
Background:
- Psychiatric disorders frequently co-occur (comorbidity), potentially due to factors like assortative mating or selection bias in studies.
- Between-family genetic analyses can be confounded by these biases, whereas within-family analyses offer a less biased approach.
Purpose of the Study:
- To compare the structure of psychiatric comorbidity using both between-family and within-family genetic analyses.
- To identify the underlying genetic factors contributing to psychiatric comorbidity and assess potential biases in cohort studies.
Main Methods:
- Utilized genetic data from over 25,000 parent-offspring trios in the Norwegian Mother Father and Child Cohort study (MoBa).
- Employed factor models to analyze psychiatric polygenic scores calculated both between-family and within-family (regressing child scores on parental scores).
- Assessed partner genetic correlations to detect assortative mating and examined sex-specific participation bias.
Main Results:
- A consistent best-fitting model emerged for both between- and within-family analyses, revealing a general genetic factor (p-factor) and three subfactors related to neurodevelopment, psychosis, and constraint.
- Assortative mating was not significant for the general p-factor but was substantial for psychosis and constraint subfactors.
- Evidence of sex-specific participation bias was found when comparing parental factor levels to a population mean.
Conclusions:
- The within-family design effectively disentangles genetic influences on psychiatric comorbidity, overcoming biases present in traditional between-family approaches.
- Findings highlight the importance of considering specific genetic architectures for different psychiatric dimensions and potential biases in large cohort studies.
- This research advances understanding of the mechanisms underlying psychiatric comorbidity and its impact on population health.
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