Multivariate Genetic Correlates of the Auditory Paired Stimuli-Based P2 Event-Related Potential in the Psychosis Dimension From the BSNIP Study.

OBJECTIVE The complex molecular etiology of psychosis in schizophrenia (SZ) and psychotic bipolar disorder (PBP) is not well defined, presumably due to their multifactorial genetic architecture. Neurobiological correlates of psychosis can be identified through genetic associations of intermediate phenotypes such as event-related potential (ERP) from auditory paired stimulus processing (APSP). Various ERP components of APSP are heritable and aberrant in SZ, PBP and their relatives, but their multivariate genetic factors are less explored. METHODS We investigated the multivariate polygenic association of ERP from 64-sensor auditory paired stimulus data in 149 SZ, 209 PBP probands, and 99 healthy individuals from the multisite Bipolar-Schizophrenia Network on Intermediate Phenotypes study. Multivariate association of 64-channel APSP waveforms with a subset of 16 999 single nucleotide polymorphisms (SNPs) (reduced from 1 million SNP array) was examined using parallel independent component analysis (Para-ICA). Biological pathways associated with the genes were assessed using enrichment-based analysis tools. RESULTS Para-ICA identified 2 ERP components, of which one was significantly correlated with a genetic network comprising multiple linearly coupled gene variants that explained ~4% of the ERP phenotype variance. Enrichment analysis revealed epidermal growth factor, endocannabinoid signaling, glutamatergic synapse and maltohexaose transport associated with P2 component of the N1-P2 ERP waveform. This ERP component also showed deficits in SZ and PBP. CONCLUSIONS Aberrant P2 component in psychosis was associated with gene networks regulating several fundamental biologic functions, either general or specific to nervous system development. The pathways and processes underlying the gene clusters play a crucial role in brain function, plausibly implicated in psychosis.

[1]  V. Calhoun,et al.  An introductory review of parallel independent component analysis (p-ICA) and a guide to applying p-ICA to genetic data and imaging phenotypes to identify disease-associated biological pathways and systems in common complex disorders , 2015, Front. Genet..

[2]  V. Calhoun,et al.  Multivariate genetic determinants of EEG oscillations in schizophrenia and psychotic bipolar disorder from the BSNIP study , 2015, Translational Psychiatry.

[3]  Lauren E. Ethridge,et al.  Genetic Sources of Subcomponents of Event-Related Potential in the Dimension of Psychosis Analyzed From the B-SNIP Study. , 2015, The American journal of psychiatry.

[4]  Laura J. Scott,et al.  Psychiatric genome-wide association study analyses implicate neuronal, immune and histone pathways , 2015, Nature Neuroscience.

[5]  V. Calhoun,et al.  Resting State Electroencephalogram Oscillatory Abnormalities in Schizophrenia and Psychotic Bipolar Patients and Their Relatives from the Bipolar and Schizophrenia Network on Intermediate Phenotypes Study , 2014, Biological Psychiatry.

[6]  C. Spencer,et al.  Biological Insights From 108 Schizophrenia-Associated Genetic Loci , 2014, Nature.

[7]  Daniel L. Koller,et al.  Identification of pathways for bipolar disorder: a meta-analysis. , 2014, JAMA psychiatry.

[8]  Christoph Lange,et al.  Integrated Pathway-Based Approach Identifies Association between Genomic Regions at CTCF and CACNB2 and Schizophrenia , 2014, PLoS genetics.

[9]  Vince D. Calhoun,et al.  Multivariate analysis reveals genetic associations of the resting default mode network in psychotic bipolar disorder and schizophrenia , 2014, Proceedings of the National Academy of Sciences.

[10]  Lauren E. Ethridge,et al.  Diagnostic specificity and familiality of early versus late evoked potentials to auditory paired stimuli across the schizophrenia-bipolar psychosis spectrum. , 2014, Psychophysiology.

[11]  D. Levy,et al.  Neurophysiologic effect of GWAS derived schizophrenia and bipolar risk variants , 2014, American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics.

[12]  P. Muglia,et al.  Genome-wide association study of bipolar disorder in Canadian and UK populations corroborates disease loci including SYNE1 and CSMD1 , 2014, BMC Medical Genetics.

[13]  Z. Karam,et al.  Can P300 distinguish among schizophrenia, schizoaffective and bipolar I disorders? An ERP study of response inhibition , 2013, Schizophrenia Research.

[14]  G. Pearlson,et al.  Clinical phenotypes of psychosis in the Bipolar-Schizophrenia Network on Intermediate Phenotypes (B-SNIP). , 2013, The American journal of psychiatry.

[15]  Jianxin Shi,et al.  Genetic relationship between five psychiatric disorders estimated from genome-wide SNPs , 2013, Nature Genetics.

[16]  A. Barabash,et al.  P50 sensory gating is a trait marker of the bipolar spectrum , 2013, European Neuropsychopharmacology.

[17]  P. Visscher,et al.  Pitfalls of predicting complex traits from SNPs , 2013, Nature Reviews Genetics.

[18]  N. Inestrosa,et al.  Wnt signaling in the regulation of adult hippocampal neurogenesis , 2013, Front. Cell. Neurosci..

[19]  Michael F. Green,et al.  Genome-wide linkage analyses of 12 endophenotypes for schizophrenia from the Consortium on the Genetics of Schizophrenia. , 2013, The American journal of psychiatry.

[20]  N. Inestrosa,et al.  Wnt Signaling: Role in Alzheimer Disease and Schizophrenia , 2012, Journal of Neuroimmune Pharmacology.

[21]  Dennis Vitkup,et al.  Diverse types of genetic variation converge on functional gene networks involved in schizophrenia , 2012, Nature Neuroscience.

[22]  Jessica A. Turner,et al.  Multifaceted genomic risk for brain function in schizophrenia , 2012, NeuroImage.

[23]  Man Tsuey Tse Neurodevelopmental disorders: Exploring the links between SHANK2 and autism , 2012, Nature reviews. Drug discovery.

[24]  B. Barres,et al.  The complement system: an unexpected role in synaptic pruning during development and disease. , 2012, Annual review of neuroscience.

[25]  Shannon L. Risacher,et al.  A large scale multivariate parallel ICA method reveals novel imaging–genetic relationships for Alzheimer's disease in the ADNI cohort , 2012, NeuroImage.

[26]  Godfrey D. Pearlson,et al.  Spatiotemporal and frequency domain analysis of auditory paired stimuli processing in schizophrenia and bipolar disorder with psychosis. , 2012, Psychophysiology.

[27]  Atul J. Butte,et al.  Ten Years of Pathway Analysis: Current Approaches and Outstanding Challenges , 2012, PLoS Comput. Biol..

[28]  N. Swerdlow,et al.  Association Analysis of 94 Candidate Genes and Schizophrenia-Related Endophenotypes , 2012, PloS one.

[29]  W. Riedel,et al.  Cholinergic modulation of auditory processing, sensory gating and novelty detection in human participants , 2012, Psychopharmacology.

[30]  George P Patrinos,et al.  Evidence for association of an ACCN1 gene variant with response to lithium treatment in Sardinian patients with bipolar disorder. , 2011, Pharmacogenomics.

[31]  Michael F. Green,et al.  Analysis of 94 candidate genes and 12 endophenotypes for schizophrenia from the Consortium on the Genetics of Schizophrenia. , 2011, The American journal of psychiatry.

[32]  Vidar M. Steen,et al.  The Complement Control-Related Genes CSMD1 and CSMD2 Associate to Schizophrenia , 2011, Biological Psychiatry.

[33]  Stefan Ehrlich,et al.  COMT Val108/158Met genotype modulates human sensory gating , 2011, NeuroImage.

[34]  M. Gill,et al.  Molecular pathways involved in neuronal cell adhesion and membrane scaffolding contribute to schizophrenia and bipolar disorder susceptibility , 2011, Molecular Psychiatry.

[35]  V. Budnik,et al.  Wnt signaling during synaptic development and plasticity , 2011, Current Opinion in Neurobiology.

[36]  Anne-Laure Schang,et al.  GnRH receptor gene expression in the developing rat hippocampus: transcriptional regulation and potential roles in neuronal plasticity. , 2011, Endocrinology.

[37]  A. Morris,et al.  Data quality control in genetic case-control association studies , 2010, Nature Protocols.

[38]  Peilin Jia,et al.  Common variants conferring risk of schizophrenia: A pathway analysis of GWAS data , 2010, Schizophrenia Research.

[39]  L. Tsai,et al.  Dixdc1 Is a Critical Regulator of DISC1 and Embryonic Cortical Development , 2010, Neuron.

[40]  I. Soltesz,et al.  Distinct Endocannabinoid Control of GABA Release at Perisomatic and Dendritic Synapses in the Hippocampus , 2010, The Journal of Neuroscience.

[41]  D. Polley,et al.  Dysregulation of the Norepinephrine Transporter Sustains Cortical Hypodopaminergia and Schizophrenia-Like Behaviors in Neuronal Rictor Null Mice , 2010, PLoS biology.

[42]  T Toulopoulou,et al.  Do COMT, BDNF and NRG1 polymorphisms influence P50 sensory gating in psychosis? , 2010, Psychological Medicine.

[43]  Daniel H. Mathalon,et al.  Neurophysiological Distinction between Schizophrenia and Schizoaffective Disorder , 2009, Front. Hum. Neurosci..

[44]  J. García-Verdugo,et al.  Activated EGFR signaling increases proliferation, survival, and migration and blocks neuronal differentiation in post-natal neural stem cells , 2010, Journal of Neuro-Oncology.

[45]  N. Boutros,et al.  P50, N100, and P200 sensory gating: relationships with behavioral inhibition, attention, and working memory. , 2009, Psychophysiology.

[46]  P. Visscher,et al.  Common polygenic variation contributes to risk of schizophrenia and bipolar disorder , 2009, Nature.

[47]  Vince D. Calhoun,et al.  Genetic determinants of target and novelty-related event-related potentials in the auditory oddball response , 2009, NeuroImage.

[48]  Nash N. Boutros,et al.  Diminished P50, N100 and P200 auditory sensory gating in bipolar I disorder , 2009, Psychiatry Research.

[49]  Nick Craddock,et al.  Psychosis genetics: modeling the relationship between schizophrenia, bipolar disorder, and mixed (or "schizoaffective") psychoses. , 2009, Schizophrenia bulletin.

[50]  Li-Huei Tsai,et al.  Alternative Functions of Core Cell Cycle Regulators in Neuronal Migration, Neuronal Maturation, and Synaptic Plasticity , 2009, Neuron.

[51]  Sarah H. Stephens,et al.  Association of the 5′-upstream regulatory region of the α7 nicotinic acetylcholine receptor subunit gene (CHRNA7) with schizophrenia , 2009, Schizophrenia Research.

[52]  V. Calhoun,et al.  Combining fMRI and SNP data to investigate connections between brain function and genetics using parallel ICA , 2009, Human brain mapping.

[53]  Ralf Herwig,et al.  ConsensusPathDB—a database for integrating human functional interaction networks , 2008, Nucleic Acids Res..

[54]  Michael F. Green,et al.  Abnormal Auditory N100 Amplitude: A Heritable Endophenotype in First-Degree Relatives of Schizophrenia Probands , 2008, Biological Psychiatry.

[55]  M. Keshavan,et al.  Schizophrenia, “just the facts”: What we know in 2008 Part 3: Neurobiology , 2008, Schizophrenia Research.

[56]  D. Rojas,et al.  Is schizoaffective disorder a distinct categorical diagnosis? A critical review of the literature , 2008, Neuropsychiatric disease and treatment.

[57]  E. Bramon,et al.  Further evidence for shared genetic effects between psychotic bipolar disorder and P50 suppression: A combined twin and family study , 2008, American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics.

[58]  John P A Ioannidis,et al.  Systematic meta-analyses and field synopsis of genetic association studies in schizophrenia: the SzGene database , 2008, Nature Genetics.

[59]  K. Phan,et al.  Differential Effects of Acute Serotonin and Dopamine Depletion on Prepulse Inhibition and P50 Suppression Measures of Sensorimotor and Sensory Gating in Humans , 2008, Neuropsychopharmacology.

[60]  M. McCarthy,et al.  Genome-wide association studies for complex traits: consensus, uncertainty and challenges , 2008, Nature Reviews Genetics.

[61]  A. Chenn Wnt/β-catenin signaling in cerebral cortical development , 2008 .

[62]  A. Barabash,et al.  P50 sensory gating deficit is a common marker of vulnerability to bipolar disorder and schizophrenia , 2008, Acta psychiatrica Scandinavica.

[63]  A. Chenn Wnt/beta-catenin signaling in cerebral cortical development. , 2008, Organogenesis.

[64]  Vince D. Calhoun,et al.  A Parallel Independent Component Analysis Approach to Investigate Genomic Influence on Brain Function , 2008, IEEE Signal Processing Letters.

[65]  T. Hansen,et al.  The estrogen hypothesis of Schizophrenia implicates glucose metabolism: Association study in three independent samples , 2008, BMC Medical Genetics.

[66]  L. J. Bour,et al.  A meta-analysis of P50 studies in patients with schizophrenia and relatives: Differences in methodology between research groups , 2007, Schizophrenia Research.

[67]  M. Pistis,et al.  Endocannabinoid Signaling in Midbrain Dopamine Neurons: More than Physiology? , 2007, Current neuropharmacology.

[68]  M. Kano,et al.  Endocannabinoid signalling triggered by NMDA receptor‐mediated calcium entry into rat hippocampal neurons , 2007, The Journal of physiology.

[69]  N. Hayward,et al.  Expression profiling in monozygotic twins discordant for bipolar disorder reveals dysregulation of the WNT signalling pathway , 2007, Molecular Psychiatry.

[70]  E. Bramon,et al.  P50 Auditory Evoked Potential Suppression in Bipolar Disorder Patients With Psychotic Features and Their Unaffected Relatives , 2007, Biological Psychiatry.

[71]  M. Kano,et al.  Endocannabinoids and Synaptic Function in the CNS , 2007, The Neuroscientist : a review journal bringing neurobiology, neurology and psychiatry.

[72]  N. Boutros,et al.  Genetic and environmental influences on sensory gating of mid-latency auditory evoked responses: A twin study , 2007, Schizophrenia Research.

[73]  J. Goldstein Sex, hormones and affective arousal circuitry dysfunction in schizophrenia , 2006, Hormones and Behavior.

[74]  Sarah A. J. Reading,et al.  Neurobiology of Schizophrenia , 2006, Neuron.

[75]  D. Reich,et al.  Principal components analysis corrects for stratification in genome-wide association studies , 2006, Nature Genetics.

[76]  D. Lovinger,et al.  Frequency-specific and D2 receptor-mediated inhibition of glutamate release by retrograde endocannabinoid signaling. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[77]  T. Horan,et al.  CSMD1 Is a Novel Multiple Domain Complement-Regulatory Protein Highly Expressed in the Central Nervous System and Epithelial Tissues1 , 2006, The Journal of Immunology.

[78]  G. Kirov,et al.  Evidence that interaction between neuregulin 1 and its receptor erbB4 increases susceptibility to schizophrenia , 2006, American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics.

[79]  Eunjoon Kim,et al.  The Interaction of Phospholipase C-β3 with Shank2 Regulates mGluR-mediated Calcium Signal* , 2005, Journal of Biological Chemistry.

[80]  J. Kepa,et al.  Regulation of gonadotropin-releasing hormone (GnRH) gene expression in hypothalamic neuronal cells , 1995, Cellular and Molecular Neurobiology.

[81]  Ben H. Jansen,et al.  Morphological and latency abnormalities of the mid-latency auditory evoked responses in schizophrenia: a preliminary report , 2004, Schizophrenia Research.

[82]  Richard Mayeux,et al.  The Genetics of Adult-Onset Neuropsychiatric Disease: Complexities and Conundra? , 2003, Science.

[83]  I. Gottesman,et al.  The endophenotype concept in psychiatry: etymology and strategic intentions. , 2003, The American journal of psychiatry.

[84]  A. Kakita,et al.  Abnormal expression of epidermal growth factor and its receptor in the forebrain and serum of schizophrenic patients , 2002, Molecular Psychiatry.

[85]  N. Craddock,et al.  Genetics of bipolar disorder. , 2010, Journal of medical genetics.

[86]  H. Coon,et al.  Linkage of a composite inhibitory phenotype to a chromosome 22q locus in eight Utah families. , 1999, American journal of medical genetics.

[87]  D L Braff,et al.  Human and animal studies of schizophrenia-related gating deficits , 1999, Current psychiatry reports.

[88]  A. Belger,et al.  Midlatency evoked potentials attenuation and augmentation reflect different aspects of sensory gating , 1999, Biological Psychiatry.

[89]  P. Tueting,et al.  Auditory evoked potentials, clinical vs. research applications , 1997, Psychiatry Research.

[90]  L Kruglyak,et al.  Linkage of a neurophysiological deficit in schizophrenia to a chromosome 15 locus. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[91]  R. Freedman,et al.  Heritability of inhibitory gating of the P50 auditory-evoked potential in monozygotic and dizygotic twins. , 1996, Neuropsychobiology.

[92]  G. Fein,et al.  P50 suppression is not affected by attentional manipulations , 1992, Biological Psychiatry.

[93]  R. Näätänen Attention and brain function , 1992 .

[94]  G. Ferrari,et al.  Epidermal growth factor exerts neuronotrophic effects on dopaminergic and GABAergic CNS neurons: Comparison with basic fibroblast growth factor , 1991, Journal of neuroscience research.

[95]  T. Chase,et al.  Dopamine Neuronal Tracts in Schizophrenia: Their Pharmacology and in Vivo Glucose Metabolism , 1988, Annals of the New York Academy of Sciences.

[96]  T. Picton,et al.  The N1 wave of the human electric and magnetic response to sound: a review and an analysis of the component structure. , 1987, Psychophysiology.

[97]  R Freedman,et al.  Neurobiological studies of sensory gating in schizophrenia. , 1987, Schizophrenia bulletin.

[98]  A. Catania,et al.  Gonadotropin releasing hormone elicits abnormal hormone responses in schizophrenia , 1985, Psychoneuroendocrinology.