A Dopamine Pathway Gene Risk Score for Cognitive Recovery Following Traumatic Brain Injury: Methodological Considerations, Preliminary Findings, and Interactions With Sex

J Head Trauma Rehabil. 2016 Sep-Oct;31(5):E15-29. doi: 10.1097/HTR.0000000000000199.

Abstract

Objectives: With evidence of sexual dimorphism involving the dopamine (DA)-pathway, and the importance of DA pathways in traumatic brain injury (TBI) recovery, we hypothesized that sex × DA-gene interactions may influence cognition post-TBI.

Participants: Adult survivors of severe TBI (n = 193) consecutively recruited from a level 1 trauma center.

Design: Risk allele assignments were made for multiple DA pathway genes using a sex-specific stratified approach. Genetic risk alleles, and their impacts on cognition, were assessed at 6 and 12 months postinjury using unweighted, semiweighted, and weighted gene risk score (GRS) approaches.

Main measures: A cognitive composite score generated from 8 standardized neuropsychological tests targeting multiple cognitive domains.

Results: A significant sex × gene interaction was observed at 6 and 12 months for ANKK1 rs1800497 (6M: P = .002, 12M: P = .001) and COMT rs4680 (6M: P = .048; 12M: P = .004); DRD2 rs6279 (P = .001) and VMAT rs363226 (P = .043) genotypes were independently associated with cognition at 6 months, with trends for a sex × gene interaction at 12 months. All GRS methods were significant predictors of cognitive performance in multivariable models. Weighted GRS multivariate models captured the greatest variance in cognition: R = 0.344 (6 months); R = 0.441 (12 months), significantly increasing the variance captured from the base prediction models.

Conclusions: A sex-specific DA-pathway GRS may be a valuable tool when predicting cognitive recovery post-TBI. Future work should validate these findings and explore how DA-pathway genetics may guide therapeutic intervention.

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Alleles
  • Brain Injuries, Traumatic / genetics*
  • Brain Injuries, Traumatic / physiopathology
  • Catechol O-Methyltransferase / genetics
  • Cognition*
  • Dopamine / genetics*
  • Female
  • Genotype
  • Humans
  • Male
  • Middle Aged
  • Multivariate Analysis
  • Neuropsychological Tests
  • Protein Serine-Threonine Kinases / genetics
  • Receptors, Dopamine D2 / genetics
  • Risk Factors
  • Sex Factors*
  • Vesicular Monoamine Transport Proteins / genetics
  • Young Adult

Substances

  • DRD2 protein, human
  • Receptors, Dopamine D2
  • SLC18A1 protein, human
  • Vesicular Monoamine Transport Proteins
  • COMT protein, human
  • Catechol O-Methyltransferase
  • ANKK1 protein, human
  • Protein Serine-Threonine Kinases
  • Dopamine