Common genetic variation and performance on standardized cognitive tests

One surprising feature of the recently completed waves of genome-wide association studies is the limited impact of common genetic variation in individually detectable polymorphisms on many human traits. This has been particularly pronounced for studies on psychiatric conditions, which have failed to produce clear, replicable associations for common variants. One popular explanation for these negative findings is that many of these traits may be genetically heterogeneous, leading to the idea that relevant endophenotypes may be more genetically tractable. Aspects of cognition may be the most important endophenotypes for psychiatric conditions such as schizophrenia, leading many researchers to pursue large-scale studies on the genetic contributors of cognitive performance in the normal population as a surrogate for aspects of liability to disease. Here, we perform a genome-wide association study with two tests of executive function, Digit Symbol and Stroop Color-Word, in 1086 healthy volunteers and with an expanded cognitive battery in 514 of these volunteers. We show that, consistent with published studies of the psychiatric conditions themselves, no single common variant has a large effect (explaining >4–8% of the population variation) on the performance of healthy individuals on standardized cognitive tests. Given that these are important endophenotypes, our work is consistent with the idea that identifying rare genetic causes of psychiatric conditions may be more important for future research than identifying genetically homogenous endophenotypes.

[1]  Thomas W. Mühleisen,et al.  Large recurrent microdeletions associated with schizophrenia , 2008, Nature.

[2]  M. McGue,et al.  Role of the cholinergic muscarinic 2 receptor (CHRM2) gene in cognition , 2003, Molecular Psychiatry.

[3]  B Johansson,et al.  Origins of individual differences in episodic memory in the oldest-old: a population-based study of identical and same-sex fraternal twins aged 80 and older. , 1999, The journals of gerontology. Series B, Psychological sciences and social sciences.

[4]  Eduard Vieta,et al.  Neurocognitive endophenotypes (Endophenocognitypes) from studies of relatives of bipolar disorder subjects: A systematic review , 2008, Neuroscience & Biobehavioral Reviews.

[5]  I. Gottesman,et al.  Psychiatric endophenotypes and the development of valid animal models , 2006, Genes, brain, and behavior.

[6]  Andreas Buchmann,et al.  Calmodulin-binding transcription activator 1 (CAMTA1) alleles predispose human episodic memory performance. , 2007, Human molecular genetics.

[7]  P. Vernon,et al.  Application of Hierarchical Genetic Models to Raven and WAIS Subtests: A Dutch Twin Study , 2002, Behavior genetics.

[8]  C. Duijn,et al.  Cerebrovascular risk factors do not contribute to genetic variance of cognitive function The ERF study , 2007, Neurobiology of Aging.

[9]  L. C. Bidwell,et al.  Testing for Neuropsychological Endophenotypes in Siblings Discordant for Attention-Deficit/Hyperactivity Disorder , 2007, Biological Psychiatry.

[10]  Hans-Jürgen Möller,et al.  Failure to replicate effect of kibra on human memory in two large cohorts of European origin , 2008, American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics.

[11]  René S. Kahn,et al.  Cognitive deficits in relatives of patients with schizophrenia: a meta-analysis , 2004, Schizophrenia Research.

[12]  C. DeCarli,et al.  Genetic correlates of brain aging on MRI and cognitive test measures: a genome-wide association and linkage analysis in the Framingham study , 2007, BMC Medical Genetics.

[13]  The heritability of cognitive functioning in very old adults: evidence from Danish twins aged 75 years and older. , 2001, Psychology and aging.

[14]  T. Matise,et al.  Cognitive Traits Link to Human Chromosomal Regions , 2006, Behavior genetics.

[15]  R Plomin,et al.  Genome-wide quantitative trait locus association scan of general cognitive ability using pooled DNA and 500K single nucleotide polymorphism microarrays , 2008, Genes, brain, and behavior.

[16]  W. Rosen,et al.  Verbal fluency in aging and dementia , 1980 .

[17]  P. Diggle,et al.  Cathepsin D exon 2 polymorphism associated with general intelligence in a healthy older population , 2003, Molecular Psychiatry.

[18]  Jonathan Flint,et al.  Genetic architecture of quantitative traits in mice, flies, and humans. , 2009, Genome research.

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

[20]  Jason J. Corneveaux,et al.  Common Kibra Alleles Are Associated with Human Memory Performance , 2006, Science.

[21]  I. Waldman Statistical Approaches to Complex Phenotypes: Evaluating Neuropsychological Endophenotypes for Attention-Deficit/Hyperactivity Disorder , 2005, Biological Psychiatry.

[22]  J. Buitelaar,et al.  Support for an independent familial segregation of executive and intelligence endophenotypes in ADHD families , 2008, Psychological Medicine.

[23]  L. Bierut,et al.  Association of CHRM2 with IQ: Converging Evidence for a Gene Influencing Intelligence , 2007, Behavior genetics.

[24]  Joshua M. Korn,et al.  Association between microdeletion and microduplication at 16p11.2 and autism. , 2008, The New England journal of medicine.

[25]  Joshua M. Korn,et al.  Integrated detection and population-genetic analysis of SNPs and copy number variation , 2008, Nature Genetics.

[26]  P. Muglia,et al.  Genome-wide association study of recurrent major depressive disorder in two European case–control cohorts , 2010, Molecular Psychiatry.

[27]  J. Gold,et al.  Overlooking the obvious: a meta-analytic comparison of digit symbol coding tasks and other cognitive measures in schizophrenia. , 2007, Archives of general psychiatry.

[28]  Simon C. Potter,et al.  Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls , 2007, Nature.

[29]  Gail Clement,et al.  A genome-wide study of common SNPs and CNVs in cognitive performance in the CANTAB. , 2009, Human molecular genetics.

[30]  J. H. Lee,et al.  Genetic influences on memory performance in familial Alzheimer disease , 2004, Neurology.

[31]  N. Pedersen,et al.  Longitudinal change in memory performance associated with HTR2A polymorphism , 2006, Neurobiology of Aging.

[32]  D. Loesch,et al.  Effect of the Deficits of Fragile X Mental Retardation Protein on Cognitive Status of Fragile X Males and Females Assessed by Robust Pedigree Analysis , 2002, Journal of developmental and behavioral pediatrics : JDBP.

[33]  C. Spencer,et al.  Identification of loci associated with schizophrenia by genome-wide association and follow-up , 2008, Nature Genetics.

[34]  G. Mcclearn,et al.  Variability and stability in cognitive abilities are largely genetic later in life , 1994, Behavior genetics.

[35]  D. Posthuma,et al.  Progress in the Molecular-Genetic Study of Intelligence , 2006 .

[36]  J. Cummings,et al.  The Montreal Cognitive Assessment, MoCA: A Brief Screening Tool For Mild Cognitive Impairment , 2005, Journal of the American Geriatrics Society.

[37]  T. Wassink,et al.  Cognitive and magnetic resonance imaging brain morphometric correlates of brain-derived neurotrophic factor Val66Met gene polymorphism in patients with schizophrenia and healthy volunteers. , 2006, Archives of general psychiatry.

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

[39]  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.

[40]  Lourdes Fañanás,et al.  Working memory in siblings of schizophrenia patients , 2007, Schizophrenia Research.

[41]  J. Hauser,et al.  Polymorphism of the brain-derived neurotrophic factor gene and performance on a cognitive prefrontal test in bipolar patients. , 2003, Bipolar disorders.

[42]  J. Lieberman,et al.  Neurocognitive correlates of the COMT Val158Met polymorphism in chronic schizophrenia , 2002, Biological Psychiatry.

[43]  A. Singleton,et al.  Rare Structural Variants Disrupt Multiple Genes in Neurodevelopmental Pathways in Schizophrenia , 2008, Science.

[44]  B. Maher Personal genomes: The case of the missing heritability , 2008, Nature.

[45]  David Bartrés-Faz,et al.  Impact of the COMT Val108/158 Met and DAT genotypes on prefrontal function in healthy subjects , 2007, NeuroImage.

[46]  D. Carmelli,et al.  Evidence for genetic mediation of executive control: a study of aging male twins. , 2002, The journals of gerontology. Series B, Psychological sciences and social sciences.

[47]  C. Golden The measurement of creativity by the Stroop Color and Word Test. , 1975, Journal of personality assessment.

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