Protein associations and protein-metabolite interactions with depressive symptoms and the pfactor

Abstract

Despite increasing mental health problems among young people, few studies have examined associations between plasma proteins and mental health, and interactions between proteins and metabolites in association with mental health problems remain underexplored. In 730 twins, we quantified associations between plasma proteins measured at age 22 with 21 indicators representing either depressive symptoms or the pfactor, collected from questionnaires and interviews completed by different raters (e.g., self report, teachers) through adolescence to young adulthood (12 to 22 years), and tested for interactions with metabolites. We found 47 proteins associated with depressive symptoms or the pfactor (FDR<0.2), 9 being associated with both. Two proteins, contactin-1 and mast/stem cell growth factor receptor kit, positively interacted with valine levels in explaining p-factor variability. In conclusion, our study demonstrates strong associations between plasma proteins and mental health and provides evidence for proteome–metabolome interactions in explaining higher levels of mental health problems.

Competing Interest Statement

The authors have declared no competing interest.

Funding Statement

Data collection has been supported by the National Institute of Alcohol Abuse and Alcoholism (grants AA-12502, AA-00145, and AA-09203 to R J Rose; AA15416 and AA018755 to D M Dick) and the Academy of Finland (grants 100499, 205585, 118555, 141054, 264146, 308248 to J Kaprio). J Kaprio acknowledges the support of the Academy of Finland Center of Excellence in Complex Disease Genetics (grant # 352792).

Author Declarations

I confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained.

Yes

The details of the IRB/oversight body that provided approval or exemption for the research described are given below:

Ethical approval for all data collection waves was obtained from the ethical committee of the Helsinki and Uusimaa University Hospital District and Indiana University Institutional Review Board

I confirm that all necessary patient/participant consent has been obtained and the appropriate institutional forms have been archived, and that any patient/participant/sample identifiers included were not known to anyone (e.g., hospital staff, patients or participants themselves) outside the research group so cannot be used to identify individuals.

Yes

I understand that all clinical trials and any other prospective interventional studies must be registered with an ICMJE-approved registry, such as ClinicalTrials.gov. I confirm that any such study reported in the manuscript has been registered and the trial registration ID is provided (note: if posting a prospective study registered retrospectively, please provide a statement in the trial ID field explaining why the study was not registered in advance).

Yes

I have followed all appropriate research reporting guidelines, such as any relevant EQUATOR Network research reporting checklist(s) and other pertinent material, if applicable.

Yes

Data Availability

The data used in the analysis is deposited in the Biobank of the Finnish Institute for Health and Welfare (https://thl.fi/en/web/thl-biobank/forresearchers). It is available to researchers after written application and following the relevant Finnish legislation.

https://thl.fi/en/web/thl-biobank/forresearchers

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