Evidence of genetic overlap and causal relationships between blood-based biochemical traits and human cortical anatomy

Transl Psychiatry. 2022 Sep 8;12(1):373. doi: 10.1038/s41398-022-02141-3.

Abstract

Psychiatric disorders such as schizophrenia are commonly associated with structural brain alterations affecting the cortex. Recent genetic evidence suggests circulating metabolites and other biochemical traits play a causal role in many psychiatric disorders which could be mediated by changes in the cerebral cortex. Here, we leveraged publicly available genome-wide association study data to explore shared genetic architecture and evidence for causal relationships between a panel of 50 biochemical traits and measures of cortical thickness and surface area. Linkage disequilibrium score regression identified 191 genetically correlated biochemical-cortical trait pairings, with consistent representation of blood cell counts and other biomarkers such as C-reactive protein (CRP), haemoglobin and calcium. Spatially organised patterns of genetic correlation were additionally uncovered upon clustering of region-specific correlation profiles. Interestingly, by employing latent causal variable models, we found strong evidence suggesting CRP and vitamin D exert causal effects on region-specific cortical thickness, with univariable and multivariable Mendelian randomization further supporting a negative causal relationship between serum CRP levels and thickness of the lingual region. Our findings suggest a subset of biochemical traits exhibit shared genetic architecture and potentially causal relationships with cortical structure in functionally distinct regions, which may contribute to alteration of cortical structure in psychiatric disorders.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • C-Reactive Protein / genetics
  • C-Reactive Protein / metabolism
  • Cerebral Cortex / metabolism
  • Genetic Predisposition to Disease
  • Genome-Wide Association Study*
  • Humans
  • Mendelian Randomization Analysis*
  • Phenotype

Substances

  • C-Reactive Protein