Biological validation of increased schizophrenia risk with NRG1, ERBB4, and AKT1 epistasis via functional neuroimaging in healthy controls

Arch Gen Psychiatry. 2010 Oct;67(10):991-1001. doi: 10.1001/archgenpsychiatry.2010.117.

Abstract

Context: NRG1 is a schizophrenia candidate gene and plays an important role in brain development and neural function. Schizophrenia is a complex disorder, with etiology likely due to epistasis.

Objective: To examine epistasis between NRG1 and selected N-methyl-d-aspartate-glutamate pathway partners implicated in its effects, including ERBB4, AKT1, DLG4, NOS1, and NOS1AP.

Design: Schizophrenia case-control sample analyzed using machine learning algorithms and logistic regression with follow-up using neuroimaging on an independent sample of healthy controls.

Participants: A referred sample of schizophrenic patients (n = 296) meeting DSM-IV criteria for schizophrenia spectrum disorder and a volunteer sample of controls for case-control comparison (n = 365) and a separate volunteer sample of controls for neuroimaging (n = 172).

Main outcome measures: Epistatic association between single-nucleotide polymorphisms (SNPs) and case-control status; epistatic association between SNPs and the blood oxygen level-dependent physiological response during working memory measured by functional magnetic resonance imaging.

Results: We observed interaction between NRG1 5' and 3' SNPs rs4560751 and rs3802160 (likelihood ratio test P = .00020) and schizophrenia, which was validated using functional magnetic resonance imaging of working memory in healthy controls; carriers of risk-associated genotypes showed inefficient processing in the dorsolateral prefrontal cortex (P = .015, familywise error corrected). We observed epistasis between NRG1 (rs10503929; Thr286/289/294Met) and its receptor ERBB4 (rs1026882; likelihood ratio test P = .035); a 3-way interaction with these 2 SNPs and AKT1 (rs2494734) was also observed (odds ratio, 27.13; 95% confidence interval, 3.30-223.03; likelihood ratio test P = .042). These same 2- and 3-way interactions were further biologically validated via functional magnetic resonance imaging: healthy individuals carrying risk genotypes for NRG1 and ERBB4, or these 2 together with AKT1, were disproportionately less efficient in dorsolateral prefrontal cortex processing. Lower-level interactions were not observed between NRG1 /ERBB4 and AKT1 in association or neuroimaging, consistent with biological evidence that NRG1 × ERBB4 interaction modulates downstream AKT1 signaling.

Conclusion: Our data suggest complex epistatic effects implicating an NRG1 molecular pathway in cognitive brain function and the pathogenesis of schizophrenia.

Publication types

  • Research Support, N.I.H., Intramural

MeSH terms

  • Adaptor Proteins, Signal Transducing / genetics
  • Algorithms
  • Alleles*
  • Artificial Intelligence
  • Case-Control Studies
  • Disks Large Homolog 4 Protein
  • Epistasis, Genetic / genetics*
  • ErbB Receptors / genetics
  • Genetic Carrier Screening
  • Genetic Markers / genetics*
  • Genetic Predisposition to Disease / genetics*
  • Genome-Wide Association Study
  • Genotype
  • Humans
  • Image Processing, Computer-Assisted*
  • Intracellular Signaling Peptides and Proteins / genetics
  • Logistic Models
  • Magnetic Resonance Imaging*
  • Membrane Proteins / genetics
  • Memory, Short-Term / physiology*
  • Neuregulin-1 / genetics*
  • Nitric Oxide Synthase Type I / genetics
  • Oxygen / blood*
  • Polymorphism, Single Nucleotide / genetics*
  • Prefrontal Cortex / physiopathology
  • Proto-Oncogene Proteins c-akt / genetics*
  • Receptor, ErbB-4
  • Reference Values
  • Schizophrenia / genetics*
  • Schizophrenia / physiopathology*

Substances

  • Adaptor Proteins, Signal Transducing
  • DLG4 protein, human
  • Disks Large Homolog 4 Protein
  • Genetic Markers
  • Intracellular Signaling Peptides and Proteins
  • Membrane Proteins
  • NOS1AP protein, human
  • NRG1 protein, human
  • Neuregulin-1
  • NOS1 protein, human
  • Nitric Oxide Synthase Type I
  • ERBB4 protein, human
  • ErbB Receptors
  • Receptor, ErbB-4
  • AKT1 protein, human
  • Proto-Oncogene Proteins c-akt
  • Oxygen