Differential patterns of cortical activation as a function of fluid reasoning complexity

Fluid intelligence (gf) refers to abstract reasoning and problem solving abilities. It is considered a human higher cognitive factor central to general intelligence (g). The regions of the cortex supporting gf have been revealed by recent bioimaging studies and valuable hypothesis on the neural correlates of individual differences have been proposed. However, little is known about the interaction between individual variability in gf and variation in cortical activity following task complexity increase. To further investigate this, two samples of participants (high‐IQ, N = 8; low‐IQ, N = 10) with significant differences in gf underwent two reasoning (moderate and complex) tasks and a control task adapted from the Raven progressive matrices. Functional magnetic resonance was used and the recorded signal analyzed between and within the groups. The present study revealed two opposite patterns of neural activity variation which were probably a reflection of the overall differences in cognitive resource modulation: when complexity increased, high‐IQ subjects showed a signal enhancement in some frontal and parietal regions, whereas low‐IQ subjects revealed a decreased activity in the same areas. Moreover, a direct comparison between the groups' activation patterns revealed a greater neural activity in the low‐IQ sample when conducting moderate task, with a strong involvement of medial and lateral frontal regions thus suggesting that the recruitment of executive functioning might be different between the groups. This study provides evidence for neural differences in facing reasoning complexity among subjects with different gf level that are mediated by specific patterns of activation of the underlying fronto‐parietal network. Hum Brain Mapp, 2009. © 2007 Wiley‐Liss, Inc.

[1]  H. Rusinek,et al.  Functional magnetic resonance imaging of human brain activity in a verbal fluency task , 1998, Journal of neurology, neurosurgery, and psychiatry.

[2]  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.

[3]  C D Frith,et al.  The functional roles of prefrontal cortex in episodic memory. II. Retrieval. , 1998, Brain : a journal of neurology.

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

[5]  R. Sternberg Cognition. The holey grail of general intelligence. , 2000, Science.

[6]  D. Heeger,et al.  Linear Systems Analysis of Functional Magnetic Resonance Imaging in Human V1 , 1996, The Journal of Neuroscience.

[7]  J. Duncan An adaptive coding model of neural function in prefrontal cortex , 2001 .

[8]  A. Forbes AN ITEM ANALYSIS OF THE ADVANCED MATRICES , 1964 .

[9]  John Duncan,et al.  Frontoparietal Activity with Minimal Decision and Control , 2006, The Journal of Neuroscience.

[10]  C. Blair How similar are fluid cognition and general intelligence? A developmental neuroscience perspective on fluid cognition as an aspect of human cognitive ability. , 2006, The Behavioral and brain sciences.

[11]  Gerald E. Larson,et al.  Evaluation of a “mental effort” hypothesis for correlations between cortical metabolism and intelligence , 1995 .

[12]  P. Thompson,et al.  Neurobiology of intelligence: science and ethics , 2004, Nature Reviews Neuroscience.

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

[14]  D. Weinberger,et al.  Physiologic dysfunction of dorsolateral prefrontal cortex in schizophrenia. I. Regional cerebral blood flow evidence. , 1986, Archives of general psychiatry.

[15]  Raquel E Gur,et al.  Sex differences in brain-behavior relationships between verbal episodic memory and resting regional cerebral blood flow , 2000, Neuropsychologia.

[16]  Alan H. Wilman,et al.  Males and females differ in brain activation during cognitive tasks , 2006, NeuroImage.

[17]  B. Gandevia,et al.  DECLARATION OF HELSINKI , 1964, Definitions.

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

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

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

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

[22]  J. Hajnal,et al.  Artifacts due to stimulus correlated motion in functional imaging of the brain , 1994, Magnetic resonance in medicine.

[23]  K. Holyoak,et al.  A System for Relational Reasoning in Human Prefrontal Cortex , 1999 .

[24]  M A Just,et al.  From the SelectedWorks of Marcel Adam Just 1990 What one intelligence test measures : A theoretical account of the processing in the Raven Progressive Matrices Test , 2016 .

[25]  Daniel Y. Kimberg,et al.  Neural correlates of cognitive efficiency , 2006, NeuroImage.

[26]  Ian J. Deary,et al.  Looking down on human intelligence , 2000 .

[27]  R. Sternberg The Importance of Converging Operations in the Study of Human Intelligence , 2005, Cortex.

[28]  M. Buchsbaum,et al.  Cortical glucose metabolic rate correlates of abstract reasoning and attention studied with positron emission tomography , 1988 .

[29]  Edward E. Smith,et al.  Verbal Working Memory Load Affects Regional Brain Activation as Measured by PET , 1997, Journal of Cognitive Neuroscience.

[30]  E. Bullmore,et al.  Statistical methods of estimation and inference for functional MR image analysis , 1996, Magnetic resonance in medicine.

[31]  S. Yantis,et al.  Control of Attention Shifts between Vision and Audition in Human Cortex , 2004, The Journal of Neuroscience.

[32]  Edward E. Smith,et al.  A Parametric Study of Prefrontal Cortex Involvement in Human Working Memory , 1996, NeuroImage.

[33]  John R. Williams DECLARATION OF HELSINKI , 1964 .

[34]  James K. Kroger,et al.  Rostrolateral Prefrontal Cortex Involvement in Relational Integration during Reasoning , 2001, NeuroImage.

[35]  B. Turetsky,et al.  An fMRI Study of Sex Differences in Regional Activation to a Verbal and a Spatial Task , 2000, Brain and Language.

[36]  J. Raven Advanced progressive matrices : sets I and II , 1962 .

[37]  Erik D. Reichle,et al.  From the Selectedworks of Marcel Adam Just Working Memory and Executive Function: Evidence from Neuroimaging Classic Issues Neuroimaging Results Working Memory and Executive Function: Evidence from Neuroimaging Reconstruals Suggested by the Neuroimaging Data Collaboration and Redundancy , 2022 .

[38]  John B. Carroll,et al.  The Higher-stratum Structure of Cognitive Abilities: Current Evidence Supports g and About Ten Broad Factors , 2003 .

[39]  W. Klimesch,et al.  Intelligence related differences in EEG-bandpower , 2005, Neuroscience Letters.

[40]  R. Cattell Intelligence : its structure, growth and action , 1987 .

[41]  J. Duncan,et al.  Intelligence and the Frontal Lobe: The Organization of Goal-Directed Behavior , 1996, Cognitive Psychology.

[42]  Michael C. Pyryt Human cognitive abilities: A survey of factor analytic studies , 1998 .

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

[44]  Karl J. Friston,et al.  Statistical parametric maps in functional imaging: A general linear approach , 1994 .

[45]  Karl J. Friston,et al.  Movement‐Related effects in fMRI time‐series , 1996, Magnetic resonance in medicine.

[46]  Michael F. Bunting,et al.  Working memory span tasks: A methodological review and user’s guide , 2005, Psychonomic bulletin & review.

[47]  Stephen M. Smith,et al.  Temporal Autocorrelation in Univariate Linear Modeling of FMRI Data , 2001, NeuroImage.

[48]  Robert J. Sternberg,et al.  The Holey Grail of General Intelligence , 2000, Science.

[49]  Peter C. Hansen,et al.  Neural correlates of intelligence as revealed by fMRI of fluid analogies , 2005, NeuroImage.

[50]  E. Miller,et al.  An integrative theory of prefrontal cortex function. , 2001, Annual review of neuroscience.

[51]  James K. Kroger,et al.  Recruitment of anterior dorsolateral prefrontal cortex in human reasoning: a parametric study of relational complexity. , 2002, Cerebral cortex.

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

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

[54]  R. Engle,et al.  The role of prefrontal cortex in working-memory capacity, executive attention, and general fluid intelligence: An individual-differences perspective , 2002, Psychonomic bulletin & review.

[55]  Andrew R. A. Conway,et al.  Working memory capacity and fluid intelligence are strongly related constructs: comment on Ackerman, Beier, and Boyle (2005). , 2005, Psychological bulletin.