A polygenic risk score analysis of psychosis endophenotypes across brain functional, structural, and cognitive domains

This large multi‐center study investigates the relationships between genetic risk for schizophrenia and bipolar disorder, and multi‐modal endophenotypes for psychosis. The sample included 4,242 individuals; 1,087 patients with psychosis, 822 unaffected first‐degree relatives of patients, and 2,333 controls. Endophenotypes included the P300 event‐related potential (N = 515), lateral ventricular volume (N = 798), and the cognitive measures block design (N = 3,089), digit span (N = 1,437), and the Ray Auditory Verbal Learning Task (N = 2,406). Data were collected across 11 sites in Europe and Australia; all genotyping and genetic analyses were done at the same laboratory in the United Kingdom. We calculated polygenic risk scores for schizophrenia and bipolar disorder separately, and used linear regression to test whether polygenic scores influenced the endophenotypes. Results showed that higher polygenic scores for schizophrenia were associated with poorer performance on the block design task and explained 0.2% (p = 0.009) of the variance. Associations in the same direction were found for bipolar disorder scores, but this was not statistically significant at the 1% level (p = 0.02). The schizophrenia score explained 0.4% of variance in lateral ventricular volumes, the largest across all phenotypes examined, although this was not significant (p = 0.063). None of the remaining associations reached significance after correction for multiple testing (with alpha at 1%). These results indicate that common genetic variants associated with schizophrenia predict performance in spatial visualization, providing additional evidence that this measure is an endophenotype for the disorder with shared genetic risk variants. The use of endophenotypes such as this will help to characterize the effects of common genetic variation in psychosis.

[1]  J. Nurnberger Faculty Opinions recommendation of A polygenic risk score analysis of psychosis endophenotypes across brain functional, structural, and cognitive domains. , 2019, Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature.

[2]  D. Geschwind,et al.  Enhancing the Informativeness and Replicability of Imaging Genomics Studies , 2017, Biological Psychiatry.

[3]  P. O’Reilly,et al.  An Examination of Polygenic Score Risk Prediction in Individuals With First-Episode Psychosis , 2017, Biological Psychiatry.

[4]  A. Carvalho,et al.  The search for neuroimaging and cognitive endophenotypes: A critical systematic review of studies involving unaffected first-degree relatives of individuals with bipolar disorder , 2017, Neuroscience & Biobehavioral Reviews.

[5]  S. Giakoumaki,et al.  Neurocognitive performance, psychopathology and social functioning in individuals at high risk for schizophrenia or psychotic bipolar disorder. , 2017, Journal of affective disorders.

[6]  G. Abecasis,et al.  Psychophysiological endophenotypes to characterize mechanisms of known schizophrenia genetic loci , 2016, Psychological Medicine.

[7]  R. Murray,et al.  New insights into the endophenotypic status of cognition in bipolar disorder: Genetic modelling study of twins and siblings , 2016, British Journal of Psychiatry.

[8]  C. Spencer,et al.  A contribution of novel CNVs to schizophrenia from a genome-wide study of 41,321 subjects: CNV Analysis Group and the Schizophrenia Working Group of the Psychiatric Genomics Consortium , 2016, bioRxiv.

[9]  Anbupalam Thalamuthu,et al.  Genetic influences on schizophrenia and subcortical brain volumes: large-scale proof-of-concept and roadmap for future studies , 2016, Nature Neuroscience.

[10]  M. Owen,et al.  Evidence of Common Genetic Overlap Between Schizophrenia and Cognition , 2015, Schizophrenia bulletin.

[11]  K. Tansey,et al.  Association between genetic risk scoring for schizophrenia and bipolar disorder with regional subcortical volumes , 2015, Translational Psychiatry.

[12]  Alexander Teumer,et al.  No Association Between Polygenic Risk for Schizophrenia and Brain Volume in the General Population , 2015, Biological Psychiatry.

[13]  S. Saxena,et al.  Comprehensive mental health action plan 2013-2020. , 2015, Eastern Mediterranean health journal = La revue de sante de la Mediterranee orientale = al-Majallah al-sihhiyah li-sharq al-mutawassit.

[14]  Daniel H. Geschwind,et al.  Genetics and genomics of psychiatric disease , 2015, Science.

[15]  E. Bora,et al.  Meta-analysis of Cognitive Impairment in First-Episode Bipolar Disorder: Comparison With First-Episode Schizophrenia and Healthy Controls. , 2015, Schizophrenia bulletin.

[16]  Gerome Breen,et al.  Polygenic risk scores in imaging genetics: Usefulness and applications , 2015, Journal of psychopharmacology.

[17]  Catherine A. Sugar,et al.  Verbal working memory in schizophrenia from the Consortium on the Genetics of Schizophrenia (COGS) Study: The moderating role of smoking status and antipsychotic medications , 2015, Schizophrenia Research.

[18]  Michael F. Green,et al.  The utility of P300 as a schizophrenia endophenotype and predictive biomarker: Clinical and socio-demographic modulators in COGS-2 , 2015, Schizophrenia Research.

[19]  J. Park,et al.  The Relationship between Cognitive Decline and Psychopathology in Patients with Schizophrenia and Bipolar Disorder , 2015, Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology.

[20]  D. Levy,et al.  Genomewide association analyses of electrophysiological endophenotypes for schizophrenia and psychotic bipolar disorders: A preliminary report , 2015, American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics.

[21]  Laura J. Scott,et al.  Joint Analysis of Psychiatric Disorders Increases Accuracy of Risk Prediction for Schizophrenia, Bipolar Disorder, and Major Depressive Disorder , 2015, American journal of human genetics.

[22]  Paul J. Harrison,et al.  Recent genetic findings in schizophrenia and their therapeutic relevance , 2015, Journal of psychopharmacology.

[23]  Heather C. Whalley,et al.  Impact of cross-disorder polygenic risk on frontal brain activation with specific effect of schizophrenia risk , 2015, Schizophrenia Research.

[24]  Tyrone D. Cannon,et al.  Reciprocal causation models of cognitive vs volumetric cerebral intermediate phenotypes for schizophrenia in a pan-European twin cohort , 2014, Molecular Psychiatry.

[25]  W. Iacono,et al.  Heritability and molecular-genetic basis of the P3 event-related brain potential: a genome-wide association study. , 2014, Psychophysiology.

[26]  W. Iacono,et al.  Knowns and unknowns for psychophysiological endophenotypes: integration and response to commentaries. , 2014, Psychophysiology.

[27]  J. Ford,et al.  Decomposing P300 to identify its genetic basis. , 2014, Psychophysiology.

[28]  M. Munafo,et al.  The genetic architecture of psychophysiological phenotypes , 2014, Psychophysiology.

[29]  N. Wray,et al.  Research review: Polygenic methods and their application to psychiatric traits. , 2014, Journal of child psychology and psychiatry, and allied disciplines.

[30]  J. Kirkbride The emerging molecular architecture of schizophrenia, polygenic risk scores and the clinical implications for gXe research , 2014, Social Psychiatry and Psychiatric Epidemiology.

[31]  Sohee Park,et al.  Working memory impairment as an endophenotypic marker of a schizophrenia diathesis , 2014, Schizophrenia Research: Cognition.

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

[33]  R. Murray,et al.  Do premorbid and post-onset cognitive functioning differ between schizophrenia and bipolar disorder? A systematic review and meta-analysis , 2014, Psychological Medicine.

[34]  M. Nalls,et al.  Molecular genetic overlap in bipolar disorder, schizophrenia, and major depressive disorder , 2014, The world journal of biological psychiatry : the official journal of the World Federation of Societies of Biological Psychiatry.

[35]  John Blangero,et al.  Arguments for the sake of endophenotypes: Examining common misconceptions about the use of endophenotypes in psychiatric genetics , 2014, American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics.

[36]  M. Pirinen,et al.  A Genome-wide Association Analysis of a Broad Psychosis Phenotype Identifies Three Loci for Further Investigation , 2014, Biological Psychiatry.

[37]  F. Piras,et al.  Polygenic determinants of white matter volume derived from GWAS lack reproducibility in a replicate sample , 2014, Translational Psychiatry.

[38]  I. Deary,et al.  Molecular Genetic Evidence for Genetic Overlap between General Cognitive Ability and Risk for Schizophrenia: A Report from the Cognitive Genomics Consortium (COGENT) , 2013, Molecular Psychiatry.

[39]  A. Hofman,et al.  A Genetic Deconstruction of Neurocognitive Traits in Schizophrenia and Bipolar Disorder , 2013, PloS one.

[40]  S. Hyman,et al.  Progress in the Genetics of Polygenic Brain Disorders: Significant New Challenges for Neurobiology , 2013, Neuron.

[41]  R. Plomin Missing heritability, polygenic scores, and gene–environment correlation , 2013, Journal of child psychology and psychiatry, and allied disciplines.

[42]  R. Kahn,et al.  Brain volumes in schizophrenia: a meta-analysis in over 18 000 subjects. , 2013, Schizophrenia bulletin.

[43]  Simon C. Potter,et al.  Genome-wide Association Analysis Identifies 14 New Risk Loci for Schizophrenia , 2013, Nature Genetics.

[44]  S. Lawrie,et al.  Polygenic Risk and White Matter Integrity in Individuals at High Risk of Mood Disorder , 2013, Biological Psychiatry.

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

[46]  K. Cadenhead,et al.  Reduced P3a amplitudes in antipsychotic naïve first-episode psychosis patients and individuals at clinical high-risk for psychosis. , 2013, Journal of psychiatric research.

[47]  P. Visscher,et al.  Polygenic Risk for Schizophrenia Is Associated with Cognitive Change Between Childhood and Old Age , 2013, Biological Psychiatry.

[48]  M. Daly,et al.  Identification of risk loci with shared effects on five major psychiatric disorders: a genome-wide analysis , 2013, The Lancet.

[49]  J. Buizer-Voskamp,et al.  Genetic Schizophrenia Risk Variants Jointly Modulate Total Brain and White Matter Volume , 2013, Biological Psychiatry.

[50]  Nilanjan Chatterjee,et al.  Projecting the performance of risk prediction based on polygenic analyses of genome-wide association studies , 2013, Nature Genetics.

[51]  F. Dudbridge Power and Predictive Accuracy of Polygenic Risk Scores , 2013, PLoS genetics.

[52]  P. Donnelly,et al.  Schizophrenia genetic variants are not associated with intelligence , 2013, Psychological Medicine.

[53]  Sang Hong Lee,et al.  Estimation of pleiotropy between complex diseases using single-nucleotide polymorphism-derived genomic relationships and restricted maximum likelihood , 2012, Bioinform..

[54]  N. Nicolson,et al.  Hippocampal volume as marker of daily life stress sensitivity in psychosis , 2012, Psychological Medicine.

[55]  P. Casado,et al.  Spatial distribution and cognitive correlates of gamma noise power in schizophrenia , 2012, Psychological Medicine.

[56]  L. Haan,et al.  Genetic Risk and Outcome of Psychosis (GROUP), a multi site longitudinal cohort study focused on gene–environment interaction: objectives, sample characteristics, recruitment and assessment methods , 2012, International journal of methods in psychiatric research.

[57]  S. Lawrie,et al.  The influence of polygenic risk for bipolar disorder on neural activation assessed using fMRI , 2012, Translational Psychiatry.

[58]  Stephan Ripke,et al.  Investigation of the Genetic Association between Quantitative Measures of Psychosis and Schizophrenia: A Polygenic Risk Score Analysis , 2012, PloS one.

[59]  T. Carmody,et al.  Cognitive endophenotypes of psychosis within dimension and diagnosis , 2012, Psychiatry Research.

[60]  Stephan Ripke,et al.  Estimating the proportion of variation in susceptibility to schizophrenia captured by common SNPs , 2012, Nature Genetics.

[61]  Anders M. Dale,et al.  Heritability of brain ventricle volume: Converging evidence from inconsistent results , 2012, Neurobiology of Aging.

[62]  Manuel A. R. Ferreira,et al.  Large-scale genome-wide association analysis of bipolar disorder identifies a new susceptibility locus near ODZ4 , 2011, Nature Genetics.

[63]  Robert H. Logie,et al.  Spatial Working Memory , 2011 .

[64]  M. Owen,et al.  The Genetics of Schizophrenia , 2011 .

[65]  Jim van Os,et al.  Reduced Cortical Thickness as an Outcome of Differential Sensitivity to Environmental Risks in Schizophrenia , 2011, Biological Psychiatry.

[66]  J. Lieberman,et al.  Cross-disorder genomewide analysis of schizophrenia, bipolar disorder, and depression. , 2010, The American journal of psychiatry.

[67]  Daniel R Weinberger,et al.  Impaired intellect and memory: a missing link between genetic risk and schizophrenia? , 2010, Archives of general psychiatry.

[68]  Michael Gill,et al.  Psychosis susceptibility gene ZNF804A and cognitive performance in schizophrenia. , 2010, Archives of general psychiatry.

[69]  L. DeLisi,et al.  Progressive lateral ventricular enlargement in schizophrenia: A meta-analysis of longitudinal MRI studies , 2010, Schizophrenia Research.

[70]  P. Visscher,et al.  The Genetic Interpretation of Area under the ROC Curve in Genomic Profiling , 2010, PLoS genetics.

[71]  A. Caspi,et al.  Static and dynamic cognitive deficits in childhood preceding adult schizophrenia: a 30-year study. , 2010, The American journal of psychiatry.

[72]  Anders M. Dale,et al.  Genetic and environmental influences on the size of specific brain regions in midlife: The VETSA MRI study , 2010, NeuroImage.

[73]  M. Hall A New Role for Endophenotypes in the GWAS Era: Functional Characterization of Risk Variants , 2010, Harvard review of psychiatry.

[74]  A. Jablensky,et al.  Electrophysiological brain activity and antisaccade performance in schizophrenia patients with first-rank (passivity) symptoms , 2009, Psychiatry Research.

[75]  J. Vázquez-Barquero,et al.  Specific brain structural abnormalities in first-episode schizophrenia. A comparative study with patients with schizophreniform disorder, non-schizophrenic non-affective psychoses and healthy volunteers. , 2009, Schizophrenia Research.

[76]  Christos Pantelis,et al.  Cognitive functioning in schizophrenia, schizoaffective disorder and affective psychoses: meta-analytic study , 2009, British Journal of Psychiatry.

[77]  P. Benson,et al.  The P300 as a possible endophenotype for schizophrenia and bipolar disorder: Evidence from twin and patient studies , 2009, Psychiatry Research.

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

[79]  E. Bramon,et al.  The effect of COMT, BDNF, 5-HTT, NRG1 and DTNBP1 genes on hippocampal and lateral ventricular volume in psychosis , 2009, Psychological Medicine.

[80]  Alan C. Evans,et al.  Heritability of regional and global brain structure at the onset of puberty: A magnetic resonance imaging study in 9‐year‐old twin pairs , 2009, Human brain mapping.

[81]  J. Vázquez-Barquero,et al.  A Neuregulin 1 Variant Is Associated with Increased Lateral Ventricle Volume in Patients with First-Episode Schizophrenia , 2009, Biological Psychiatry.

[82]  N. Craddock,et al.  Gene-wide analyses of genome-wide association data sets: evidence for multiple common risk alleles for schizophrenia and bipolar disorder and for overlap in genetic risk , 2009, Molecular Psychiatry.

[83]  H. Möller,et al.  Internal capsule size associated with outcome in first-episode schizophrenia , 2009, European Archives of Psychiatry and Clinical Neuroscience.

[84]  R. Kahn,et al.  Influence of genes and environment on brain volumes in twin pairs concordant and discordant for bipolar disorder. , 2009, Archives of General Psychiatry.

[85]  A M McIntosh,et al.  Working memory in schizophrenia: a meta-analysis , 2008, Psychological Medicine.

[86]  John O. Willis,et al.  Wechsler Adult Intelligence Scale–Third Edition , 2008 .

[87]  V. Preedy,et al.  Diagnostic and Statistical Manual of Mental Disorders , 2010 .

[88]  E. Bramon,et al.  Auditory P300 in patients with bipolar disorder and their unaffected relatives. , 2008, Bipolar disorders.

[89]  Ulrich Ettinger,et al.  Substantial genetic overlap between neurocognition and schizophrenia: genetic modeling in twin samples , 2008, Archives of general psychiatry.

[90]  T. Sigmundsson,et al.  Executive function and genetic predisposition to schizophrenia—the Maudsley family study , 2008, American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics.

[91]  Benedicto Crespo-Facorro,et al.  Cognitive dimensions in first-episode schizophrenia spectrum disorders. , 2007, Journal of psychiatric research.

[92]  G. Thaker,et al.  Neurophysiological endophenotypes across bipolar and schizophrenia psychosis. , 2007, Schizophrenia bulletin.

[93]  Manuel A. R. Ferreira,et al.  PLINK: a tool set for whole-genome association and population-based linkage analyses. , 2007, American journal of human genetics.

[94]  E. Bramon,et al.  Substantial shared genetic influences on schizophrenia and event-related potentials. , 2007, The American journal of psychiatry.

[95]  Nancy C. Andreasen,et al.  Reduced thalamic volume in first-episode non-affective psychosis: Correlations with clinical variables, symptomatology and cognitive functioning , 2007, NeuroImage.

[96]  Michael C. Neale,et al.  A multivariate analysis of neuroanatomic relationships in a genetically informative pediatric sample , 2007, NeuroImage.

[97]  Wiepke Cahn,et al.  Brain volumes in relatives of patients with schizophrenia: a meta-analysis. , 2007, Archives of general psychiatry.

[98]  E. Bramon,et al.  Genetic overlap between bipolar illness and event-related potentials , 2007, Psychological Medicine.

[99]  Raquel E Gur,et al.  The Consortium on the Genetics of Schizophrenia: neurocognitive endophenotypes. , 2006, Schizophrenia bulletin.

[100]  E. Bramon,et al.  The relationship between eye movement and brain structural abnormalities in patients with schizophrenia and their unaffected relatives. , 2006, Journal of psychiatric research.

[101]  A. Meyer-Lindenberg,et al.  Intermediate phenotypes and genetic mechanisms of psychiatric disorders , 2006, Nature Reviews Neuroscience.

[102]  Robin M. Murray,et al.  Heritability and Reliability of P300, P50 and Duration Mismatch Negativity , 2006, Behavior genetics.

[103]  P. Michie,et al.  A Multivariate Electrophysiological Endophenotype, from a Unitary Cohort, Shows Greater Research Utility than Any Single Feature in the Western Australian Family Study of Schizophrenia , 2006, Biological Psychiatry.

[104]  D. Glahn,et al.  Differential working memory impairment in bipolar disorder and schizophrenia: effects of lifetime history of psychosis. , 2006, Bipolar disorders.

[105]  E. Bramon,et al.  Regional brain morphometry in patients with schizophrenia or bipolar disorder and their unaffected relatives. , 2006, The American journal of psychiatry.

[106]  Robin M. Murray,et al.  Is the P300 wave an endophenotype for schizophrenia? A meta-analysis and a family study , 2005, NeuroImage.

[107]  R. Fuller,et al.  Spatial working memory as a cognitive endophenotype of schizophrenia: assessing risk for pathophysiological dysfunction. , 2005, Schizophrenia bulletin.

[108]  Cameron S Carter,et al.  Cognitive deficits in unaffected first-degree relatives of schizophrenia patients: a meta-analytic review of putative endophenotypes. , 2005, Schizophrenia bulletin.

[109]  T Toulopoulou,et al.  Brain MRI abnormalities in schizophrenia: same genes or same environment? , 2005, Psychological Medicine.

[110]  J. Potash,et al.  Hippocampal and ventricular volumes in psychotic and nonpsychotic bipolar patients compared with schizophrenia patients and community control subjects: A pilot study , 2005, Biological Psychiatry.

[111]  Klaus P. Ebmeier,et al.  Predicting schizophrenia: findings from the Edinburgh High-Risk Study , 2005, British Journal of Psychiatry.

[112]  P. Sullivan,et al.  Schizophrenia as a complex trait: evidence from a meta-analysis of twin studies. , 2003, Archives of general psychiatry.

[113]  J. Smoller,et al.  Family, twin, and adoption studies of bipolar disorder , 2003, American journal of medical genetics. Part C, Seminars in medical genetics.

[114]  Douglas W. Jones,et al.  P300 and genetic risk for schizophrenia. , 2003, Archives of general psychiatry.

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

[116]  Deanna Greenstein,et al.  Structural brain MRI abnormalities in healthy siblings of patients with childhood-onset schizophrenia. , 2003, The American journal of psychiatry.

[117]  Charles DeCarli,et al.  Quantitative genetic modeling of regional brain volumes and cognitive performance in older male twins , 2002, Biological Psychology.

[118]  G. Baal,et al.  Twin and family studies of the human electroencephalogram: a review and a meta-analysis , 2002, Biological Psychology.

[119]  Muriel Walshe,et al.  Brain volumes in familial and non-familial schizophrenic probands and their unaffected relatives. , 2002, American journal of medical genetics.

[120]  H. Whalley,et al.  Structural MRI of the brain in presumed carriers of genes for schizophrenia, their affected and unaffected siblings , 2002, Journal of neurology, neurosurgery, and psychiatry.

[121]  R. Kahn,et al.  Volume changes in gray matter in patients with schizophrenia. , 2002, The American journal of psychiatry.

[122]  R. McCarley,et al.  A review of MRI findings in schizophrenia , 2001, Schizophrenia Research.

[123]  R. Kahn,et al.  Automated Separation of Gray and White Matter from MR Images of the Human Brain , 2001, NeuroImage.

[124]  T. Sharma,et al.  Third ventricle enlargement and developmental delay in first-episode psychosis: preliminary findings. , 2000, The British journal of psychiatry : the journal of mental science.

[125]  J N Giedd,et al.  Childhood-onset psychotic disorders: magnetic resonance imaging of volumetric differences in brain structure. , 2000, The American journal of psychiatry.

[126]  M. Leboyer,et al.  Information processing deficits in relatives of manic depressive patients , 2000, Psychological Medicine.

[127]  Heinrich Sauer,et al.  Genetic influence on auditory information processing in schizophrenia: P300 in monozygotic twins , 1999, Biological Psychiatry.

[128]  S. Lawrie,et al.  Methodological issues in volumetric magnetic resonance imaging of the brain in the Edinburgh High Risk Project , 1999, Psychiatry Research: Neuroimaging.

[129]  R. Murray,et al.  Heritability estimates for psychotic disorders: the Maudsley twin psychosis series. , 1999, Archives of general psychiatry.

[130]  Eve C Johnstone,et al.  Magnetic resonance imaging of brain in people at high risk of developing schizophrenia , 1999, The Lancet.

[131]  T Sigmundsson,et al.  Brain changes in schizophrenia , 1998, British Journal of Psychiatry.

[132]  M. V. Boland,et al.  Multivariate Analysis , 1998, Current protocols in cytometry.

[133]  Robin M. Murray,et al.  The Maudsley Family Study 4. Normal planum temporale asymmetry in familial schizophrenia , 1997, British Journal of Psychiatry.

[134]  A. Olshan,et al.  Multiple comparisons and related issues in the interpretation of epidemiologic data. , 1995, American journal of epidemiology.

[135]  Robin M. Murray,et al.  Schizophrenia: A Neurodevelopmental Perspective , 1993, Neuropsychopharmacology.

[136]  M. First,et al.  The Structured Clinical Interview for DSM-III-R (SCID). I: History, rationale, and description. , 1992, Archives of general psychiatry.

[137]  N C Andreasen,et al.  The Comprehensive Assessment of Symptoms and History (CASH). An instrument for assessing diagnosis and psychopathology. , 1992, Archives of general psychiatry.

[138]  J C Duffy,et al.  Auditory P300 and eye tracking dysfunction in schizophrenic pedigrees. , 1991, Archives of general psychiatry.

[139]  T. Brugha,et al.  SCAN. Schedules for Clinical Assessment in Neuropsychiatry. , 1990, Archives of general psychiatry.

[140]  R. Näätänen The role of attention in auditory information processing as revealed by event-related potentials and other brain measures of cognitive function , 1990, Behavioral and Brain Sciences.

[141]  K J Rothman,et al.  No Adjustments Are Needed for Multiple Comparisons , 1990, Epidemiology.

[142]  H. Semlitsch,et al.  A solution for reliable and valid reduction of ocular artifacts, applied to the P300 ERP. , 1986, Psychophysiology.

[143]  J. Endicott,et al.  A diagnostic interview: the schedule for affective disorders and schizophrenia. , 1978, Archives of general psychiatry.

[144]  P. Rubé,et al.  L’examen Clinique en Psychologie , 1959 .

[145]  D. Braff,et al.  Endophenotypes, Epigenetics, Polygenicity and More: Irv Gottesman’s Dynamic Legacy , 2017, Schizophrenia bulletin.

[146]  E. D. de Geus Molecular genetic psychophysiology: a perspective on the Minnesota contribution. , 2014, Psychophysiology.

[147]  N. Wray,et al.  Genetic relationship between five psychiatric disorders estimated from genome-wide SNPs , 2014 .

[148]  Erin K. Hedlund,et al.  Genome-wide association analysis identifies 13 new risk loci for schizophrenia , 2013 .

[149]  A. Mack Static and Dynamic Cognitive Deficits in Childhood Preceding Adult Schizophrenia: A 30-Year Study , 2011 .

[150]  R. Lyngsoe G. Hellenthal,et al.  Genome-wide association analysis , 2007 .

[151]  R. Murray,et al.  Meta-analysis of regional brain volumes in schizophrenia. , 2000, The American journal of psychiatry.

[152]  H. Jasper,et al.  The ten-twenty electrode system of the International Federation. The International Federation of Clinical Neurophysiology. , 1999, Electroencephalography and clinical neurophysiology. Supplement.

[153]  R. Heinrichs,et al.  Neurocognitive deficit in schizophrenia: a quantitative review of the evidence. , 1998, Neuropsychology.

[154]  Dc Washington Diagnostic and Statistical Manual of Mental Disorders, 4th Ed. , 1994 .

[155]  H. Jasper Report of the committee on methods of clinical examination in electroencephalography , 1958 .

[156]  B. Ho,et al.  Neuroscience and Biobehavioral Reviews Progressive Brain Changes in Schizophrenia Related to Antipsychotic Treatment? a Meta-analysis of Longitudinal Mri Studies , 2022 .