TY - JOUR
T1 - Biological validation of increased schizophrenia risk with NRG1, ERBB4, and AKT1 epistasis via functional neuroimaging in healthy controls
AU - Nicodemus, Kristin K.
AU - Law, Amanda J.
AU - Radulescu, Eugenia
AU - Luna, Augustin
AU - Kolachana, Bhaskar
AU - Vakkalanka, Radhakrishna
AU - Rujescu, Dan
AU - Giegling, Ina
AU - Straub, Richard E.
AU - McGee, Kate
AU - Gold, Bert
AU - Dean, Michael
AU - Muglia, Pierandrea
AU - Callicott, Joseph H.
AU - Tan, Hao Yang
AU - Weinberger, Daniel R.
PY - 2010/10
Y1 - 2010/10
N2 - 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, family wise 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 x 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.
AB - 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, family wise 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 x 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.
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U2 - 10.1001/archgenpsychiatry.2010.117
DO - 10.1001/archgenpsychiatry.2010.117
M3 - Article
C2 - 20921115
AN - SCOPUS:77957719415
SN - 0003-990X
VL - 67
SP - 991
EP - 1001
JO - Archives of general psychiatry
JF - Archives of general psychiatry
IS - 10
ER -