IQ-Related fMRI Differences during Cognitive Set Shifting

This event-related functional magnetic resonance imaging study compared neural correlates of executive function (cognitive set-shifting) in 28 healthy participants with either high (HIQ) or average (AIQ) intelligence. Despite comparable behavioral performance (except for slower reactions), the AIQ participants showed greater (especially prefrontal) activation during response selection; the HIQ participants showed greater activation (especially parietal) during feedback evaluation. HIQ participants appeared to engage cognitive resources to support more efficient strategies (planning during feedback in preparation for the upcoming response) which resulted in faster responses and less need for response inhibition and conflict resolution. Whether greater intelligence is associated with more or less brain activity (the “neural efficiency” debate) depends therefore on the specific component of the task being examined as well as the brain region recruited. One implication is that caution must be exercised when drawing conclusions from differences in activation between groups of individuals in whom IQ may differ (e.g., psychiatric vs. control samples).

[1]  Heinrich Sauer,et al.  Temporal changes in neural activation during practice of information retrieval from short-term memory: An fMRI study , 2006, Brain Research.

[2]  N. Jausovec,et al.  Differences in induced brain activity during the performance of learning and working-memory tasks related to intelligence , 2004, Brain and Cognition.

[3]  Richard Coppola,et al.  Physiological activation of a cortical network during performance of the Wisconsin Card Sorting Test: A positron emission tomography study , 1995, Neuropsychologia.

[4]  R. Davidson,et al.  Consciousness and Self-Regulation: Advances in Research and Theory IV , 1976 .

[5]  A. Jensen,et al.  The g factor , 1996, Nature.

[6]  S. Bunge How we use rules to select actions: A review of evidence from cognitive neuroscience , 2004, Cognitive, affective & behavioral neuroscience.

[7]  Jens F. Beckmann,et al.  Intelligence and individual differences in becoming neurally efficient. , 2004, Acta psychologica.

[8]  Y. Miyashita,et al.  Common inhibitory mechanism in human inferior prefrontal cortex revealed by event-related functional MRI. , 1999, Brain : a journal of neurology.

[9]  E. Crone,et al.  Neural evidence for dissociable components of task-switching. , 2006, Cerebral cortex.

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

[11]  Donald A. Norman,et al.  Attention to Action , 1986 .

[12]  J. Desmond,et al.  Neural Substrates of Fluid Reasoning: An fMRI Study of Neocortical Activation during Performance of the Raven's Progressive Matrices Test , 1997, Cognitive Psychology.

[13]  Andrew Pipingas,et al.  Spatial Working Memory and Intelligence: Biological Correlates. , 2001 .

[14]  M D'Esposito,et al.  The roles of prefrontal brain regions in components of working memory: effects of memory load and individual differences. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[15]  Rainer Goebel,et al.  Analysis of functional image analysis contest (FIAC) data with brainvoyager QX: From single‐subject to cortically aligned group general linear model analysis and self‐organizing group independent component analysis , 2006, Human brain mapping.

[16]  M. Buchsbaum,et al.  Intelligence and changes in regional cerebral glucose metabolic rate following learning , 1992 .

[17]  Hidenao Fukuyama,et al.  The neural basis of executive function in working memory: an fMRI study based on individual differences , 2004, NeuroImage.

[18]  Rex E. Jung,et al.  Distributed brain sites for the g-factor of intelligence , 2006, NeuroImage.

[19]  D. Norman,et al.  Attention to action: Willed and automatic control , 1980 .

[20]  Erik D. Reichle,et al.  The Neural Bases of Strategy and Skill in Sentence–Picture Verification , 2000, Cognitive Psychology.

[21]  C. Zalewski,et al.  Moderator variables of executive functioning in schizophrenia: meta-analytic findings. , 1998, Schizophrenia bulletin.

[22]  Kun Ho Lee,et al.  Neural correlates of superior intelligence: Stronger recruitment of posterior parietal cortex , 2006, NeuroImage.

[23]  T. Braver,et al.  Anterior cingulate cortex and response conflict: effects of frequency, inhibition and errors. , 2001, Cerebral cortex.

[24]  David Badre,et al.  Analogical reasoning and prefrontal cortex: evidence for separable retrieval and integration mechanisms. , 2004, Cerebral cortex.

[25]  J. Duncan,et al.  Common regions of the human frontal lobe recruited by diverse cognitive demands , 2000, Trends in Neurosciences.

[26]  A. Baddeley The concept of episodic memory. , 2001, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[27]  D. Stuss,et al.  The involvement of orbitofrontal cerebrum in cognitive tasks , 1983, Neuropsychologia.

[28]  E. Hill Executive dysfunction in autism , 2004, Trends in Cognitive Sciences.

[29]  S. Kosslyn,et al.  Neural effects of visualizing and perceiving aversive stimuli: a PET investigation. , 1996, Neuroreport.

[30]  Soon Chun Siong,et al.  Role of medial cortical, hippocampal and striatal interactions during cognitive set-shifting , 2009, NeuroImage.

[31]  J. Fuster Prefrontal Cortex , 2018 .

[32]  Mark D'Esposito,et al.  Dissociating Age-related Changes in Cognitive Strategy and Neural Efficiency Using Event- related fMRI , 2005, Cortex.

[33]  Marcel Brass,et al.  Selection for Cognitive Control: A Functional Magnetic Resonance Imaging Study on the Selection of Task-Relevant Information , 2004, The Journal of Neuroscience.

[34]  A. Gevins,et al.  Neurophysiological measures of working memory and individual differences in cognitive ability and cognitive style. , 2000, Cerebral cortex.

[35]  Exactly how are fluid intelligence, working memory, and executive function related? Cognitive neuroscience approaches to investigating the mechanisms of fluid cognition , 2006, Behavioral and Brain Sciences.

[36]  J. M. Ollinger,et al.  Positron Emission Tomography , 2018, Handbook of Small Animal Imaging.

[37]  E. Stein,et al.  Right hemispheric dominance of inhibitory control: an event-related functional MRI study. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[38]  M. Buchsbaum,et al.  Biological vulnerability to depression: replication of MAO and evoked potentials as risk factors. , 1988, Neuropsychobiology.

[39]  C. Dodrill Myths of neuropsychology , 1997 .

[40]  Kathryn M. McMillan,et al.  N‐back working memory paradigm: A meta‐analysis of normative functional neuroimaging studies , 2005, Human brain mapping.

[41]  Effect of Intellectual Level on Neuropsychological Test Performance: A Response to Dodrill (1997) , 1998 .

[42]  Joy Hirsch,et al.  Functional Specialization within the Medial Frontal Gyrus for Perceptual Go/No-Go Decisions Based on What, When, and Where Related Information: An fMRI Study , 2005, Journal of Cognitive Neuroscience.

[43]  E. Miller,et al.  Different time courses of learning-related activity in the prefrontal cortex and striatum , 2005, Nature.

[44]  M. D’Esposito,et al.  The Influence of Working-Memory Demand and Subject Performance on Prefrontal Cortical Activity , 2002, Journal of Cognitive Neuroscience.

[45]  M. Just,et al.  From the SelectedWorks of Marcel Adam Just 1992 A capacity theory of comprehension : Individual differences in working memory , 2017 .

[46]  J. Duncan,et al.  Fluid intelligence after frontal lobe lesions , 1995, Neuropsychologia.

[47]  D. Weinberger,et al.  Speculation on the meaning of cerebral metabolic hypofrontality in schizophrenia. , 1988, Schizophrenia bulletin.

[48]  J. McGrath,et al.  The cognitive neuropsychology of schizophrenia. , 1997 .

[49]  A A Bless A MCLEOD GAUGE OF WIDE RANGE. , 1928, Science.

[50]  M. Brammer,et al.  Neural correlates of switching set as measured in fast, event‐related functional magnetic resonance imaging , 2004, Human brain mapping.

[51]  ChrisD . Frith The Cognitive Neuropsychology of Schizophrenia , 1992 .

[52]  Y. Miyashita,et al.  Transient activation of inferior prefrontal cortex during cognitive set shifting , 1998, Nature Neuroscience.

[53]  K. Berman,et al.  Meta‐analysis of neuroimaging studies of the Wisconsin Card‐Sorting task and component processes , 2005, Human brain mapping.

[54]  R. A. Koeppe,et al.  The brain areas involved in the executive control of task switching as revealed by PET , 1996, NeuroImage.

[55]  C. Dodrill Myths of neuropsychology: further considerations. , 1999, The Clinical neuropsychologist.

[56]  Bart Rypma,et al.  When less is more and when more is more: The mediating roles of capacity and speed in brain-behavior efficiency. , 2009, Intelligence.

[57]  R. Haier,et al.  Individual differences in general intelligence correlate with brain function during nonreasoning tasks , 2003 .

[58]  R. Murray,et al.  Schizophrenia and the myth of intellectual decline. , 1997, American Journal of Psychiatry.

[59]  J. Duncan Frontal Lobe Function and General Intelligence: Why it Matters , 2005, Cortex.

[60]  B. L. Beattie,et al.  Neuropsychological "systems efficiency" and positron emission tomography. , 1989, The Journal of neuropsychiatry and clinical neurosciences.

[61]  Markus Knauff,et al.  Reasoning and working memory: common and distinct neuronal processes , 2003, Neuropsychologia.

[62]  J. R Crawford,et al.  Performance on tests of frontal lobe function reflect general intellectual ability , 2002, Neuropsychologia.

[63]  R. Colom,et al.  Education, Wechsler's Full Scale IQ, and g , 2002 .

[64]  M. Petrides,et al.  Specialized systems for the processing of mnemonic information within the primate frontal cortex. , 1996, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[65]  P. C. Murphy,et al.  Cerebral Cortex , 2017, Cerebral Cortex.

[66]  D. Barch What can research on schizophrenia tell us about the cognitive neuroscience of working memory? , 2006, Neuroscience.

[67]  C. Chabris,et al.  Neural mechanisms of general fluid intelligence , 2003, Nature Neuroscience.

[68]  N. Jausovec,et al.  Intelligence related differences in induced brain activity during the performance of memory tasks , 2004 .

[69]  S. Magnussen Low-level memory processes in vision , 2000, Trends in Neurosciences.

[70]  M. D’Esposito Working memory. , 2008, Handbook of clinical neurology.

[71]  A. Horton Above-average intelligence and neuropsychological test score performance. , 1999, The International journal of neuroscience.

[72]  C. Spearman,et al.  "THE ABILITIES OF MAN". , 1928, Science.

[73]  R. Hales,et al.  J Neuropsychiatry Clin Neurosci , 1992 .

[74]  Rex E. Jung,et al.  Myths of Neuropsychology: Intelligence, Neurometabolism, and Cognitive Ability , 2000, The Clinical neuropsychologist.

[75]  R. Salvador,et al.  Failure to deactivate in the prefrontal cortex in schizophrenia: dysfunction of the default mode network? , 2008, Psychological Medicine.