Autism As a Disorder of High Intelligence

A suite of recent studies has reported positive genetic correlations between autism risk and measures of mental ability. These findings indicate that alleles for autism overlap broadly with alleles for high intelligence, which appears paradoxical given that autism is characterized, overall, by below-average IQ. This paradox can be resolved under the hypothesis that autism etiology commonly involves enhanced, but imbalanced, components of intelligence. This hypothesis is supported by convergent evidence showing that autism and high IQ share a diverse set of convergent correlates, including large brain size, fast brain growth, increased sensory and visual-spatial abilities, enhanced synaptic functions, increased attentional focus, high socioeconomic status, more deliberative decision-making, profession and occupational interests in engineering and physical sciences, and high levels of positive assortative mating. These findings help to provide an evolutionary basis to understanding autism risk as underlain in part by dysregulation of intelligence, a core human-specific adaptation. In turn, integration of studies on intelligence with studies of autism should provide novel insights into the neurological and genetic causes of high mental abilities, with important implications for cognitive enhancement, artificial intelligence, the relationship of autism with schizophrenia, and the treatment of both autism and intellectual disability.

[1]  E. Anagnostou,et al.  A Comparison of Neuroimaging Findings in Childhood Onset Schizophrenia and Autism Spectrum Disorder: A Review of the Literature , 2013, Front. Psychiatry.

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

[3]  M. Brimacombe,et al.  The association of autism diagnosis with socioeconomic status , 2012, Autism : the international journal of research and practice.

[4]  B. Crespi The Evolutionary Etiologies of Autism Spectrum and Psychotic Affective Spectrum Disorders , 2016 .

[5]  D. Ivanovic,et al.  Brain development parameters and intelligence in Chilean high school graduates , 2004 .

[6]  C. Falter,et al.  Visuo-Spatial Performance in Autism: A Meta-analysis , 2014, Journal of Autism and Developmental Disorders.

[7]  J. Gabrieli,et al.  Hyperactivity and hyperconnectivity of the default network in schizophrenia and in first-degree relatives of persons with schizophrenia , 2009, Proceedings of the National Academy of Sciences.

[8]  Matcheri S. Keshavan,et al.  An MRI study of increased cortical thickness in autism. , 2006, The American journal of psychiatry.

[9]  B. Firestein,et al.  The dendritic tree and brain disorders , 2012, Molecular and Cellular Neuroscience.

[10]  Dennis Garlick Intelligence and the Brain , 2010 .

[11]  C. SPEARMAN,et al.  The Measurement of Intelligence , 1927, Nature.

[12]  Dennis Velakoulis,et al.  Structural brain imaging evidence for multiple pathological processes at different stages of brain development in schizophrenia. , 2005, Schizophrenia bulletin.

[13]  B. Hubert,et al.  Enhanced Perceptual Functioning in Autism: An Update, and Eight Principles of Autistic Perception , 2006, Journal of autism and developmental disorders.

[14]  E. Mercado,et al.  Learning, plasticity, and atypical generalization in children with autism , 2015, Psychonomic bulletin & review.

[15]  Patrick R Hof,et al.  Optimizing the phenotyping of rodent ASD models: enrichment analysis of mouse and human neurobiological phenotypes associated with high-risk autism genes identifies morphological, electrophysiological, neurological, and behavioral features , 2012, Molecular Autism.

[16]  B. Crespi,et al.  Imagination in human social cognition, autism, and psychotic-affective conditions , 2016, Cognition.

[17]  J. Rapoport,et al.  Childhood onset schizophrenia: support for a progressive neurodevelopmental disorder , 2011, International Journal of Developmental Neuroscience.

[18]  Mark A. Elliott,et al.  Enhanced Visual Temporal Resolution in Autism Spectrum Disorders , 2012, PloS one.

[19]  P. Buckley Creativity and mental disorder: family study of 300 000 people with severe mental disorder , 2013 .

[20]  S. F. Witelson,et al.  Intelligence and brain size in 100 postmortem brains: sex, lateralization and age factors. , 2006, Brain : a journal of neurology.

[21]  S. Baron-Cohen,et al.  Parents of Children with Asperger Syndrome: What is the Cognitive Phenotype? , 1997, Journal of Cognitive Neuroscience.

[22]  F. Happé,et al.  Time to give up on a single explanation for autism , 2006, Nature Neuroscience.

[23]  A. Tellegen,et al.  Genetic and environmental influences on the Verbal-Perceptual-Image Rotation (VPR) model of the structure of mental abilities in the Minnesota study of twins reared apart , 2007 .

[24]  B. Crespi,et al.  Psychosis and autism as diametrical disorders of the social brain. , 2008, The Behavioral and brain sciences.

[25]  J. Duncan,et al.  Cognitive abilities and safety on the road: a re-examination of individual differences in dichotic listening and search for embedded figures. , 1986, Ergonomics.

[26]  D. Treffert Savant Syndrome: Realities, Myths and Misconceptions , 2013, Journal of Autism and Developmental Disorders.

[27]  E. Emerson Deprivation, ethnicity and the prevalence of intellectual and developmental disabilities , 2010, Journal of Epidemiology & Community Health.

[28]  W. Johnson,et al.  Sex differences in mental abilities: g masks the dimensions on which they lie , 2007 .

[29]  Ian J. Deary,et al.  Comparing models of intelligence in Project Talent: the VPR model fits better than the CHC and Extended Gf-Gc models , 2012 .

[30]  R. Dudley,et al.  Psychosis, Delusions and the “Jumping to Conclusions” Reasoning Bias: A Systematic Review and Meta-analysis , 2015, Schizophrenia bulletin.

[31]  R. Araya,et al.  Parental socioeconomic status and risk of offspring autism spectrum disorders in a Swedish population-based study. , 2012, Journal of the American Academy of Child and Adolescent Psychiatry.

[32]  T. Woodward,et al.  The Contribution of a Cognitive Bias Against Disconfirmatory Evidence (BADE) to Delusions in Schizophrenia , 2006, Journal of clinical and experimental neuropsychology.

[33]  S. Baron-Cohen The hyper-systemizing, assortative mating theory of autism , 2006, Progress in Neuro-Psychopharmacology and Biological Psychiatry.

[34]  J. Azorin,et al.  [Decision-making and schizophrenia]. , 2011, L'Encephale.

[35]  Thomas Fangmeier,et al.  Increased hippocampal volumes in adults with high functioning autism spectrum disorder and an IQ>100: A manual morphometric study , 2015, Psychiatry Research: Neuroimaging.

[36]  Olaf Sporns,et al.  Children's intellectual ability is associated with structural network integrity , 2016, NeuroImage.

[37]  W. Johnson,et al.  Linking Abilities, Interests, and Sex via Latent Class Analysis , 2009 .

[38]  Stefan J. Troche,et al.  Neural oscillations and intelligence: The temporal resolution power hypothesis , 2009 .

[39]  S. Troche,et al.  Mental Ability, P300, and Mismatch Negativity: Analysis of Frequency and Duration Discrimination. , 2009 .

[40]  Margot J. Taylor,et al.  Measures of Cortical Grey Matter Structure and Development in Children with Autism Spectrum Disorder , 2011, Journal of Autism and Developmental Disorders.

[41]  Angelica Ronald,et al.  The ‘Fractionable Autism Triad’: A Review of Evidence from Behavioural, Genetic, Cognitive and Neural Research , 2008, Neuropsychology Review.

[42]  E. Schuman,et al.  Dendritic Protein Synthesis, Synaptic Plasticity, and Memory , 2006, Cell.

[43]  E. Hill,et al.  Superior discrimination of speech pitch and its relationship to verbal ability in autism spectrum disorders , 2008, Cognitive neuropsychology.

[44]  J. Henry,et al.  Genetic Influences on Five Measures of Processing Speed and Their Covariation with General Cognitive Ability in the Elderly: The Older Australian Twins Study , 2012, Behavior genetics.

[45]  M. Brosnan,et al.  Brief Report: The Relationship Between Visual Acuity, the Embedded Figures Test and Systemizing in Autism Spectrum Disorders , 2012, Journal of Autism and Developmental Disorders.

[46]  J. Ott,et al.  Common Regulatory Variants of CYFIP1 Contribute to Susceptibility for Autism Spectrum Disorder (ASD) and Classical Autism , 2015, Annals of human genetics.

[47]  Laurent Mottron,et al.  The Level and Nature of Autistic Intelligence , 2007, Psychological science.

[48]  I. Deary,et al.  The neuroscience of human intelligence differences , 2010, Nature Reviews Neuroscience.

[49]  Joseph T. Chang,et al.  Early generalized overgrowth in autism spectrum disorder: prevalence rates, gender effects, and clinical outcomes. , 2014, Journal of the American Academy of Child and Adolescent Psychiatry.

[50]  C. Spearman General intelligence Objectively Determined and Measured , 1904 .

[51]  Teresa Tavassoli,et al.  Variation in the autism candidate gene GABRB3 modulates tactile sensitivity in typically developing children , 2012, Molecular Autism.

[52]  D. Wolfle,et al.  Distributions of ability of students specializing in different fields. , 1952, Science.

[53]  W. Du,et al.  Socioeconomic status and children with intellectual disability in China. , 2012, Journal of intellectual disability research : JIDR.

[54]  S. Vandenberg,et al.  Mental Rotations, a Group Test of Three-Dimensional Spatial Visualization , 1978, Perceptual and motor skills.

[55]  A. Anastasi Individual differences. , 2020, Annual review of psychology.

[56]  J. Sikela,et al.  The case for DUF1220 domain dosage as a primary contributor to anthropoid brain expansion , 2014, Front. Hum. Neurosci..

[57]  Ming Song,et al.  Aberrant Default Mode Functional Connectivity in Early Onset Schizophrenia , 2013, PloS one.

[58]  Nicholas Lange,et al.  Longitudinal changes in cortical thickness in autism and typical development. , 2014, Brain : a journal of neurology.

[59]  Bernard Rimland,et al.  Infantile Autism , 2014, Companion Encyclopedia of Psychology.

[60]  D. Javitt When doors of perception close: bottom-up models of disrupted cognition in schizophrenia. , 2009, Annual review of clinical psychology.

[61]  D. Lubinski,et al.  Spatial ability for STEM domains: Aligning over 50 years of cumulative psychological knowledge solidifies its importance. , 2009 .

[62]  S. Baron-Cohen,et al.  Talent in autism: hyper-systemizing, hyper-attention to detail and sensory hypersensitivity , 2009, Philosophical Transactions of the Royal Society B: Biological Sciences.

[63]  Motoichiro Kato,et al.  Superior Fluid Intelligence in Children with Asperger's Disorder , 2007 .

[64]  Richard Redon,et al.  Confirmed rare copy number variants implicate novel genes in schizophrenia. , 2010, Biochemical Society transactions.

[65]  M. Daly,et al.  An Atlas of Genetic Correlations across Human Diseases and Traits , 2015, Nature Genetics.

[66]  Stuart J. Ritchie,et al.  Genome-wide association study of cognitive functions and educational attainment in UK Biobank (N=112 151) , 2016, Molecular Psychiatry.

[67]  P. Haggard,et al.  Tactile sensitivity in Asperger syndrome , 2006, Brain and Cognition.

[68]  R. Kahn,et al.  Efficiency of Functional Brain Networks and Intellectual Performance , 2009, The Journal of Neuroscience.

[69]  U. Frith,et al.  The Weak Coherence Account: Detail-focused Cognitive Style in Autism Spectrum Disorders , 2006, Journal of autism and developmental disorders.

[70]  S. Baron-Cohen Autism: The Empathizing–Systemizing (E‐S) Theory , 2009, Annals of the New York Academy of Sciences.

[71]  H. Markram,et al.  Human Neuroscience , 2022 .

[72]  Mark F. Bear,et al.  The Autistic Neuron: Troubled Translation? , 2008, Cell.

[73]  I. Melle,et al.  Cortical Volume, Surface Area, and Thickness in Schizophrenia and Bipolar Disorder , 2012, Biological Psychiatry.

[74]  Andrew J. Watrous,et al.  Modafinil Shifts Human Locus Coeruleus to Low-Tonic, High-Phasic Activity During Functional MRI , 2008, Science.

[75]  Rex E. Jung,et al.  Cortical thickness correlates of specific cognitive performance accounted for by the general factor of intelligence in healthy children aged 6 to 18 , 2011, NeuroImage.

[76]  Ruth A. Carper,et al.  Autism and Abnormal Development of Brain Connectivity , 2004, The Journal of Neuroscience.

[77]  J. Grether,et al.  Autism spectrum disorders in relation to parental occupation in technical fields , 2009, Autism research : official journal of the International Society for Autism Research.

[78]  Deanna Greenstein,et al.  Cortical thickness change in autism during early childhood , 2016, Human brain mapping.

[79]  D. Badcock,et al.  A Metaanalysis of Perceptual Organization in Schizophrenia, Schizotypy, and Other High-Risk Groups Based on Variants of the Embedded Figures Task , 2016, Front. Psychol..

[80]  J. Sikela,et al.  DUF1220 Dosage Is Linearly Associated with Increasing Severity of the Three Primary Symptoms of Autism , 2014, PLoS genetics.

[81]  Timothy C. Bates,et al.  The panmodal sensory imprecision hypothesis of schizophrenia: reduced auditory precision in schizotypy , 2005 .

[82]  Joseph P. McCleery,et al.  Abnormal Magnocellular Pathway Visual Processing in Infants at Risk for Autism , 2007, Biological Psychiatry.

[83]  D. Fein,et al.  More Is Less: Pitch Discrimination and Language Delays in Children with Optimal Outcomes from Autism , 2013, Autism research : official journal of the International Society for Autism Research.

[84]  J. Os ‘Salience syndrome’ replaces ‘schizophrenia’ in DSM‐V and ICD‐11: psychiatry’s evidence‐based entry into the 21st century? , 2009 .

[85]  Arthur W Toga,et al.  Three-dimensional brain growth abnormalities in childhood-onset schizophrenia visualized by using tensor-based morphometry , 2008, Proceedings of the National Academy of Sciences.

[86]  Benedetto De Martino,et al.  Explaining Enhanced Logical Consistency during Decision Making in Autism , 2008, The Journal of Neuroscience.

[87]  Frank P. McKenna,et al.  Learning implications of field dependence‐independence: Cognitive style versus cognitive ability , 1990 .

[88]  J. Sikela,et al.  DUF1220 copy number is linearly associated with increased cognitive function as measured by total IQ and mathematical aptitude scores , 2014, Human Genetics.

[89]  Aysenil Belger,et al.  Eye Tracking Reveals Impaired Attentional Disengagement Associated with Sensory Response Patterns in Children with Autism , 2016, Journal of Autism and Developmental Disorders.

[90]  J. Flynn,et al.  Intelligence: new findings and theoretical developments. , 2012, The American psychologist.

[91]  Giacomo Rizzolatti,et al.  Cognitive abilities in siblings of children with autism spectrum disorders , 2014, Experimental Brain Research.

[92]  Kai Vogeley,et al.  Sex Differences in Mental Rotation and How They Add to the Understanding of Autism , 2015, PloS one.

[93]  Adam J. Schwarz,et al.  CNVs conferring risk of autism or schizophrenia affect cognition in controls , 2013, Nature.

[94]  Simon Baron-Cohen,et al.  Are autism spectrum conditions more prevalent in an information-technology region? A school-based study of three regions in the Netherlands , 2012 .

[95]  B. Ploog Stimulus Overselectivity Four Decades Later: A Review of the Literature and Its Implications for Current Research in Autism Spectrum Disorder , 2010, Journal of autism and developmental disorders.

[96]  J. Lupski,et al.  DUF1220-domain copy number implicated in human brain-size pathology and evolution. , 2012, American journal of human genetics.

[97]  F. Stanley,et al.  Autism and Intellectual Disability Are Differentially Related to Sociodemographic Background at Birth , 2011, PloS one.

[98]  E. Courchesne,et al.  An Overabundance of Prefrontal Cortex Neurons Underlies Early Brain Overgrowth in Autism , 2013 .

[99]  L. Vissers,et al.  Genetic studies in intellectual disability and related disorders , 2015, Nature Reviews Genetics.

[100]  G. Essick,et al.  Tactile Perception in Adults with Autism: a Multidimensional Psychophysical Study , 2008, Journal of autism and developmental disorders.

[101]  C. Rice,et al.  Brief Report: Independent Validation of Autism Spectrum Disorder Case Status in the Utah Autism and Developmental Disabilities Monitoring (ADDM) Network Site , 2015, Journal of autism and developmental disorders.

[102]  S. Kitazawa,et al.  Superior haptic-to-visual shape matching in autism spectrum disorders , 2012, Neuropsychologia.

[103]  H. Markram,et al.  Hyper-Connectivity and Hyper-Plasticity in the Medial Prefrontal Cortex in the Valproic Acid Animal Model of Autism , 2008, Frontiers in neural circuits.

[104]  Rebecca C. Knickmeyer,et al.  Why Are Autism Spectrum Conditions More Prevalent in Males? , 2011, PLoS biology.

[105]  Jared A. Nielsen,et al.  Intact Prototype Formation but Impaired Generalization in Autism. , 2012, Research in autism spectrum disorders.

[106]  Matcheri S. Keshavan,et al.  A Preliminary Longitudinal Magnetic Resonance Imaging Study of Brain Volume and Cortical Thickness in Autism , 2009, Biological Psychiatry.

[107]  I. Deary,et al.  Age-Dependent Pleiotropy Between General Cognitive Function and Major Psychiatric Disorders , 2016, Biological Psychiatry.

[108]  Joanne M. Ruthsatz,et al.  Child prodigy: A novel cognitive profile places elevated general intelligence, exceptional working memory and attention to detail at the root of prodigiousness , 2012 .

[109]  C. Sudlow,et al.  Shared genetic aetiology between cognitive functions and physical and mental health in UK Biobank (N=112 151) and 24 GWAS consortia , 2015, Molecular Psychiatry.

[110]  D. Malaspina,et al.  Socioeconomic status at birth is associated with risk of schizophrenia: population-based multilevel study. , 2006, Schizophrenia bulletin.

[111]  S. Baron-Cohen,et al.  Eagle-Eyed Visual Acuity: An Experimental Investigation of Enhanced Perception in Autism , 2009, Biological Psychiatry.

[112]  W. Stone,et al.  Better working memory for non-social targets in infant siblings of children with Autism Spectrum Disorder. , 2010, Developmental science.

[113]  Luke G Eglington,et al.  Pupillometry Reveals a Mechanism for the Autism Spectrum Disorder (ASD) Advantage in Visual Tasks , 2014, Scientific Reports.

[114]  P. Lichtenstein,et al.  Patterns of Nonrandom Mating Within and Across 11 Major Psychiatric Disorders. , 2016, JAMA psychiatry.

[115]  L. Mottron,et al.  Autism-Specific Covariation in Perceptual Performances: “g” or “p” Factor? , 2014, PloS one.

[116]  Ebrahim Khodadady,et al.  Cognitive Styles and Fluid Intelligence: Are They Related? , 2013 .

[117]  R. Plomin,et al.  Genetic link between family socioeconomic status and children's educational achievement estimated from genome-wide SNPs , 2015, Molecular Psychiatry.

[118]  S. Baron-Cohen,et al.  Mathematical Talent is Linked to Autism , 2007, Human nature.

[119]  M. L. Le Pelley,et al.  Attention to Irrelevant Cues Is Related to Positive Symptoms in Schizophrenia , 2012, Schizophrenia bulletin.

[120]  Wm. R. Wright General Intelligence, Objectively Determined and Measured. , 1905 .

[121]  H. McConachie,et al.  Enhanced decision making and risk avoidance in high-functioning autism spectrum disorder. , 2014, Neuropsychology.

[122]  P. H. Arx,et al.  Correspondence Between the General Ability to Discriminate Sensory Stimuli and General Intelligence , 2010 .

[123]  S. Baron-Cohen,et al.  Task-related functional connectivity in autism spectrum conditions: an EEG study using wavelet transform coherence , 2013, Molecular Autism.

[124]  P. D. King Early infantile autism. Relation to schizophrenia. , 1975, Journal of the American Academy of Child Psychiatry.

[125]  Thomas Bourgeron,et al.  A synaptic trek to autism , 2009, Current Opinion in Neurobiology.

[126]  Zhang Han,et al.  Functional Connectivity of Default-Mode Network Related Brain Regions in Female Patients with Depression: a Resting-State Functional Magnetic Resonance Imaging Study , 2018 .

[127]  Christos G. Gkogkas,et al.  Autism-related deficits via dysregulated eIF4E-dependent translational control , 2012, Nature.

[128]  R. Murray,et al.  Intellectual asymmetry and genetic liability in first-degree relatives of probands with schizophrenia , 2006, British Journal of Psychiatry.

[129]  S. Sponheim,et al.  An auditory processing abnormality specific to liability for schizophrenia , 2008, Schizophrenia Research.

[130]  N. Minshew,et al.  A preliminary longitudinal volumetric MRI study of amygdala and hippocampal volumes in autism , 2014, Progress in Neuro-Psychopharmacology and Biological Psychiatry.

[131]  D. Geschwind,et al.  Increased CYFIP1 dosage alters cellular and dendritic morphology and dysregulates mTOR , 2014, Molecular Psychiatry.

[132]  Jun Noguchi,et al.  Structural dynamics of dendritic spines in memory and cognition , 2010, Trends in Neurosciences.

[133]  E. Klann,et al.  Exaggerated Translation Causes Synaptic and Behavioral Aberrations Associated with Autism , 2012, Nature.

[134]  Alan C. Evans,et al.  Structural Gray Matter Differences During Childhood Development in Autism Spectrum Disorder: A Multimetric Approach. , 2015, Pediatric neurology.

[135]  Roberto Sacco,et al.  Head circumference and brain size in autism spectrum disorder: A systematic review and meta-analysis , 2015, Psychiatry Research: Neuroimaging.

[136]  J. Lieberman,et al.  Brain volume in first-episode schizophrenia , 2006, British Journal of Psychiatry.

[137]  Allan Snyder,et al.  Explaining and inducing savant skills: privileged access to lower level, less-processed information , 2009, Philosophical Transactions of the Royal Society B: Biological Sciences.

[138]  P. Visscher,et al.  Childhood intelligence is heritable, highly polygenic and associated with FNBP1L , 2014, Molecular Psychiatry.

[139]  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.

[140]  S. Debener,et al.  Default-mode brain dysfunction in mental disorders: A systematic review , 2009, Neuroscience & Biobehavioral Reviews.

[141]  John Suckling,et al.  Brain surface anatomy in adults with autism: the relationship between surface area, cortical thickness, and autistic symptoms. , 2013, JAMA psychiatry.

[142]  R. Haier,et al.  Human intelligence and brain networks , 2010, Dialogues in clinical neuroscience.

[143]  Katharine N. Thakkar,et al.  Empathy, schizotypy, and visuospatial transformations , 2010, Cognitive neuropsychiatry.

[144]  Sohee Park,et al.  Exceptional visuospatial imagery in schizophrenia; implications for madness and creativity , 2013, Front. Hum. Neurosci..

[145]  B. M. Bolog Early infantile autism. , 1973, Bedside nurse.

[146]  H. Faras,et al.  Autism spectrum disorders , 2010, Annals of Saudi medicine.

[147]  Russell S. Kirby,et al.  Socioeconomic Inequality in the Prevalence of Autism Spectrum Disorder: Evidence from a U.S. Cross-Sectional Study , 2010, PloS one.

[148]  S. Wang,et al.  Familial Linkage between Neuropsychiatric Disorders and Intellectual Interests , 2012, PloS one.

[149]  R. Haier,et al.  The Parieto-Frontal Integration Theory (P-FIT) of intelligence: Converging neuroimaging evidence , 2007, Behavioral and Brain Sciences.

[150]  Lorna M. Lopez,et al.  Genome-wide association studies establish that human intelligence is highly heritable and polygenic , 2011, Molecular Psychiatry.

[151]  Lazar Stankov,et al.  Individual differences in cognitive biases: evidence against one-factor theory of rationality , 2015 .

[152]  Alan C. Evans,et al.  Neuroanatomical differences in brain areas implicated in perceptual and other core features of autism revealed by cortical thickness analysis and voxel‐based morphometry , 2009, Human brain mapping.

[153]  S. Baron-Cohen,et al.  Comparison between a Mandarin Chinese version of the Childhood Autism Spectrum Test and the Clancy Autism Behaviour Scale in mainland China. , 2014, Research in developmental disabilities.

[154]  Rex E. Jung,et al.  Evolution, creativity, intelligence, and madness: “Here Be Dragons” , 2014, Front. Psychol..

[155]  A. Lundervold,et al.  High-expanding cortical regions in human development and evolution are related to higher intellectual abilities. , 2015, Cerebral cortex.

[156]  B. Crespi,et al.  The evolutionary biology of human neurodevelopment : evo-neuro-devo comes of age , 2014 .

[157]  I. Deary Genetics and intelligence differences : fi ve , 2017 .

[158]  Blair H. Smith,et al.  Molecular genetic contributions to socioeconomic status and intelligence , 2014, Intelligence.

[159]  Sergio Escorial,et al.  The Role of Personality and Intelligence in Assortative Mating , 2012, The Spanish journal of psychology.

[160]  L. Mottron,et al.  Linking neocortical, cognitive, and genetic variability in autism with alterations of brain plasticity: The Trigger-Threshold-Target model , 2014, Neuroscience & Biobehavioral Reviews.

[161]  Alan C. Evans,et al.  Intellectual ability and cortical development in children and adolescents , 2006, Nature.

[162]  Mark Brosnan,et al.  Reasoning on the Autism Spectrum: A Dual Process Theory Account , 2016, Journal of Autism and Developmental Disorders.

[163]  H. C. Li,et al.  Enhanced Cortical Connectivity in Absolute Pitch Musicians: A Model for Local Hyperconnectivity , 2011, Journal of Cognitive Neuroscience.

[164]  Proficiency of individuals with autism spectrum disorder at disembedding figures: A systematic review , 2016, Developmental neurorehabilitation.

[165]  J. Burack,et al.  Pitch discrimination and melodic memory in children with autism spectrum disorders , 2014, Autism : the international journal of research and practice.

[166]  Victor Lotter,et al.  Epidemiology of autistic conditions in young children , 1967 .

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

[168]  S. Baron-Cohen,et al.  Association between extreme autistic traits and intellectual disability: insights from a general population twin study , 2009, British Journal of Psychiatry.

[169]  E. Mercado,et al.  Heterogeneity in perceptual category learning by high functioning children with autism spectrum disorder , 2015, Front. Integr. Neurosci..

[170]  B. Biswal,et al.  Functional connectivity of default mode network components: Correlation, anticorrelation, and causality , 2009, Human brain mapping.

[171]  S. Baron-Cohen,et al.  Genetic variation in GABRB3 is associated with Asperger syndrome and multiple endophenotypes relevant to autism , 2013, Molecular Autism.

[172]  R Plomin,et al.  Genetics and intelligence differences: five special findings , 2014, Molecular Psychiatry.

[173]  Rajesh K. Kana,et al.  The Implications of Brain Connectivity in the Neuropsychology of Autism , 2014, Neuropsychology Review.

[174]  D. Nettle Schizotypy and mental health amongst poets, visual artists, and mathematicians , 2006 .

[175]  J. Sikela,et al.  DUF1220 copy number is associated with schizophrenia risk and severity: implications for understanding autism and schizophrenia as related diseases , 2015, Translational Psychiatry.

[176]  P. Bolton,et al.  Is There a Link between Engineering and Autism? , 1997 .

[177]  R. Kahn,et al.  Brain volume reductions in medication-naive patients with schizophrenia in relation to intelligence quotient , 2012, Psychological Medicine.

[178]  Thomas J. Bouchard,et al.  The structure of human intelligence: It is verbal, perceptual, and image rotation (VPR), not fluid and crystallized , 2005 .

[179]  I. Deary,et al.  Sensory discrimination and intelligence: testing Spearman's other hypothesis. , 2004, The American journal of psychology.

[180]  L. Tsai Children with Autism Spectrum Disorder , 2000 .

[181]  Peter S Bearman,et al.  Socioeconomic Status and the Increased Prevalence of Autism in California , 2011, American sociological review.

[182]  M. Dawson,et al.  Does WISC-IV Underestimate the Intelligence of Autistic Children? , 2016, Journal of autism and developmental disorders.

[183]  Rahman Azari,et al.  Geographic distribution of autism in California: A retrospective birth cohort analysis , 2010, Autism research : official journal of the International Society for Autism Research.

[184]  E. Fombonne Epidemiology of Pervasive Developmental Disorders , 2009, Pediatric Research.

[185]  D. Prvulovic,et al.  Association between psychotic symptoms and cortical thickness reduction across the schizophrenia spectrum. , 2013, Cerebral cortex.

[186]  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.

[187]  Eldad Yechiam,et al.  Iowa Gambling Task in schizophrenia: A review and new data in patients with schizophrenia and co-occurring cannabis use disorders , 2007, Schizophrenia Research.

[188]  Jordan B. Peterson,et al.  From madness to genius: The Openness/Intellect trait domain as a paradoxical simplex , 2012 .

[189]  Francys Subiaul,et al.  Children with autism spectrum disorder have an exceptional explanatory drive , 2016, Autism : the international journal of research and practice.

[190]  K. Stanovich What Intelligence Tests Miss , 2017 .

[191]  N. Mundy,et al.  Microcephaly genes evolved adaptively throughout the evolution of eutherian mammals , 2014, BMC Evolutionary Biology.

[192]  L. Mottron,et al.  Prevalence of Clinically and Empirically Defined Talents and Strengths in Autism , 2014, Journal of Autism and Developmental Disorders.

[193]  C. Hultman,et al.  Creativity and mental disorder: Family study of 300 000 people with severe mental disorder , 2011, British Journal of Psychiatry.

[194]  G. Wagner,et al.  Structural alterations in patients with obsessive–compulsive disorder: a surface-based analysis of cortical volume, surface area and thickness , 2017, Journal of psychiatry & neuroscience : JPN.

[195]  P. Schoenemann Evolution of the Size and Functional Areas of the Human Brain , 2006 .

[196]  Michael W. Cole,et al.  Global Connectivity of Prefrontal Cortex Predicts Cognitive Control and Intelligence , 2012, The Journal of Neuroscience.

[197]  M J Wright,et al.  Common polygenic risk for autism spectrum disorder (ASD) is associated with cognitive ability in the general population , 2015, Molecular Psychiatry.

[198]  Duje Tadin,et al.  A Strong Interactive Link between Sensory Discriminations and Intelligence , 2013, Current Biology.

[199]  W. Johnson,et al.  Constructive replication of the visual¿perceptual-image rotation model in Thurstone's (1941) battery of 60 tests of mental ability , 2005 .

[200]  F. Passetti,et al.  Discrimination in Autism Within Different Sensory Modalities , 2006, Journal of autism and developmental disorders.

[201]  L. Kanner Autistic disturbances of affective contact. , 1968, Acta paedopsychiatrica.

[202]  I. Deary,et al.  Placing inspection time, reaction time, and perceptual speed in the broader context of cognitive ability: The VPR model in the Lothian Birth Cohort 1936 , 2011 .

[203]  Larry J Seidman,et al.  Premorbid IQ in schizophrenia: a meta-analytic review. , 2008, The American journal of psychiatry.

[204]  S. Baron-Cohen Does Autism Occur More Often in Families of Physicists, Engineers, and Mathematicians? , 1998 .

[205]  Antonio Y Hardan,et al.  An MRI study of increased cortical thickness in autism. , 2006, The American journal of psychiatry.

[206]  R. Plomin,et al.  Genetic influence on family socioeconomic status and children's intelligence , 2014, Intelligence.

[207]  Annelies A. Spek,et al.  Examining the relationship between Autism spectrum disorders and technical professions in high functioning adults , 2013 .

[208]  Sarah White,et al.  Big heads, small details and autism , 2009, Neuropsychologia.

[209]  D. Boomsma,et al.  Mendelian and polygenic inheritance of intelligence: A common set of causal genes? Using next-generation sequencing to examine the effects of 168 intellectual disability genes on normal-range intelligence , 2015 .

[210]  G. Roth,et al.  Neuronal factors determining high intelligence , 2016, Philosophical Transactions of the Royal Society B: Biological Sciences.

[211]  G. Kerchner,et al.  Cognitive Processing Speed in Older Adults: Relationship with White Matter Integrity , 2012, PloS one.

[212]  I. Deary,et al.  Intelligence and education: causal perceptions drive analytic processes and therefore conclusions. , 2010, International journal of epidemiology.

[213]  D. Murray,et al.  Attention, monotropism and the diagnostic criteria for autism , 2005, Autism.

[214]  Roland Bammer,et al.  Cognitive processing speed and the structure of white matter pathways: Convergent evidence from normal variation and lesion studies , 2008, NeuroImage.

[215]  Gerome Breen,et al.  Genetic Variation , 2020, Population Genetics with R.

[216]  E. Courchesne,et al.  Why the frontal cortex in autism might be talking only to itself: local over-connectivity but long-distance disconnection , 2005, Current Opinion in Neurobiology.

[217]  M. Rutter,et al.  Savant skills in autism: psychometric approaches and parental reports , 2009, Philosophical Transactions of the Royal Society B: Biological Sciences.

[218]  I. Deary,et al.  GWAS-based pathway analysis differentiates between fluid and crystallized intelligence , 2014, Genes, brain, and behavior.

[219]  K. Laland,et al.  The Secret of our Success: How Culture is Driving Human Evolution, Domesticating our Species, and Making us Smarter by Joseph Henrich, Princeton University Press, 2017. US$29.95, £24.95 (hbk), 464 pp. ISBN 978-0-6911-6685-8 , 2017 .

[220]  Monica Luciana,et al.  Associations between cortical thickness and general intelligence in children, adolescents and young adults. , 2013, Intelligence.

[221]  Stefan J. Troche,et al.  The influence of temporal resolution power and working memory capacity on psychometric intelligence , 2009 .

[222]  K. Tabuchi,et al.  Enhanced synapse remodelling as a common phenotype in mouse models of autism , 2014, Nature Communications.

[223]  S. Muncer,et al.  Psychometric analysis of the systemizing quotient (SQ) scale. , 2009, British journal of psychology.

[224]  Kenji Mori,et al.  Head circumference and body growth in autism spectrum disorders , 2011, Brain and Development.

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

[226]  Victor Lotter,et al.  Epidemiology of autistic conditions in young children , 1966, Social psychiatry.

[227]  M. Brosnan,et al.  Adolescents with Autism Spectrum Disorder Show a Circumspect Reasoning Bias Rather than ‘Jumping-to-Conclusions’ , 2013, Journal of Autism and Developmental Disorders.

[228]  M. Merzenich,et al.  Model of autism: increased ratio of excitation/inhibition in key neural systems , 2003, Genes, brain, and behavior.

[229]  J. Kállai,et al.  Endogenous Testosterone Concentration, Mental Rotation, and Size of the Corpus Callosum in a Sample of Young Hungarian Women , 2006, Perceptual and motor skills.

[230]  Dan J Stein,et al.  Towards a genuinely medical model for psychiatric nosology , 2012, BMC Medicine.

[231]  J. R. Warren,et al.  Meritocracy, Cognitive Ability, and the Sources of Occupational Success , 2002 .

[232]  G. Roth,et al.  Evolution of the brain and intelligence , 2005, Trends in Cognitive Sciences.

[233]  N. Woodward,et al.  Resting-state networks in schizophrenia. , 2012, Current topics in medicinal chemistry.

[234]  Martijn P van den Heuvel,et al.  Development of the brain's structural network efficiency in early adolescence: A longitudinal DTI twin study , 2015, Human brain mapping.

[235]  D. Javitt Sensory processing in schizophrenia: neither simple nor intact. , 2009, Schizophrenia bulletin.

[236]  E. Klann,et al.  Reciprocal signaling between translational control pathways and synaptic proteins in autism spectrum disorders , 2014, Science Signaling.

[237]  Xin Wei,et al.  Science, Technology, Engineering, and Mathematics (STEM) Participation Among College Students with an Autism Spectrum Disorder , 2012, Journal of Autism and Developmental Disorders.

[238]  Robert O Deaner,et al.  Overall Brain Size, and Not Encephalization Quotient, Best Predicts Cognitive Ability across Non-Human Primates , 2007, Brain, Behavior and Evolution.

[239]  Ian J. Deary,et al.  Polygenic Risk for Schizophrenia Is Associated with Cognitive Change Between Childhood and Old Age , 2013, Biological Psychiatry.

[240]  Rex E. Jung,et al.  Cognitive abilities independent of IQ correlate with regional brain structure , 2008 .