fMRI study of effort and information processing in a working memory task

It is unclear how effort translates into brain function. In this study we endeavored to identify the activity in a working memory task that is related to the allocation of mental resources. Such activity, if present, would be a likely candidate to explain how effort works in terms of brain function. Eleven healthy participants performed a Sternberg task with a memory‐set of one, three, or five consonants in an fMRI study. Probe stimuli were either one consonant or one digit. We expected digits to be processed automatically and consonants to require working memory. Because the probe type was unpredictable and subjects had to respond as fast as possible, we expected subjects to allocate mental resources on the basis of the memory‐set size, not the probe type. Accordingly, we anticipated that activity in regions involved in effort would be a function of the size of the memory‐set, but independent of the type of probe. We found that the reaction‐time for digits increased in line with our expectation of automatic processing and the reaction time for letters increased in line with our expectation of controlled processing. fMRI revealed that activity in the right ventral‐prefrontal cortex changed as a function of effort. The ventral anterior cingulate cortex and hypothalamus showed reduced activity as a function of effort. Activity in regions regarded as pivotal for working memory (among others, the left dorsolateral prefrontal cortex, anterior cingulate cortex) appeared to be predominantly related to information processing and not involved in effort. Hum Brain Mapp, 2007. © 2006 Wiley‐Liss, Inc.

[1]  H. Mayberg Limbic-cortical dysregulation: a proposed model of depression. , 1997, The Journal of neuropsychiatry and clinical neurosciences.

[2]  A. Owen The Functional Organization of Working Memory Processes Within Human Lateral Frontal Cortex: The Contribution of Functional Neuroimaging , 1997, The European journal of neuroscience.

[3]  Vinod Menon,et al.  Functional connectivity in the resting brain: A network analysis of the default mode hypothesis , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[4]  Mark Lau,et al.  Modulation of cortical-limbic pathways in major depression: treatment-specific effects of cognitive behavior therapy. , 2004, Archives of general psychiatry.

[5]  S. Petersen,et al.  The effects of practice on the functional anatomy of task performance. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[6]  G. McCarthy,et al.  The Influence of Memory Load Upon Delay-Interval Activity in a Working-Memory Task: An Event-Related Functional MRI Study , 2000, Journal of Cognitive Neuroscience.

[7]  I. Radermacher,et al.  Functional anatomy of intrinsic alertness: evidencefor a fronto-parietal-thalamic-brainstem network in theright hemisphere , 1999, Neuropsychologia.

[8]  E E Smith,et al.  Components of verbal working memory: evidence from neuroimaging. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[9]  Mark Hallett,et al.  The variability of serial fMRI data: Correlation between a visual and a motor task , 2000, Neuroreport.

[10]  J. Duyn,et al.  Design of a SENSE‐optimized high‐sensitivity MRI receive coil for brain imaging , 2002, Magnetic resonance in medicine.

[11]  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.

[12]  M I Posner,et al.  The neuroimaging of human brain function. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[13]  M. Raichle,et al.  Emotion-induced changes in human medial prefrontal cortex: I. During cognitive task performance. , 2001, Proceedings of the National Academy of Sciences of the United States of America.

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

[15]  M. D’Esposito,et al.  The neural basis of the central executive system of working memory , 1995, Nature.

[16]  G L Shulman,et al.  INAUGURAL ARTICLE by a Recently Elected Academy Member:A default mode of brain function , 2001 .

[17]  E. Koechlin,et al.  The role of the anterior prefrontal cortex in human cognition , 1999, Nature.

[18]  C. Grady,et al.  Age‐related Changes in Cortical Blood Flow Activation during Perception and Memory , 1996, Annals of the New York Academy of Sciences.

[19]  M. Botvinick,et al.  Conflict monitoring and cognitive control. , 2001, Psychological review.

[20]  M. Coles,et al.  Where did you go wrong? Errors, partial errors, and the nature of human information processing. , 1995, Acta psychologica.

[21]  Michael Unser,et al.  A pyramid approach to subpixel registration based on intensity , 1998, IEEE Trans. Image Process..

[22]  Peter Kellman,et al.  Application of sensitivity‐encoded echo‐planar imaging for blood oxygen level‐dependent functional brain imaging † , 2002, Magnetic resonance in medicine.

[23]  Nick F. Ramsey,et al.  Functional Anatomical Correlates of Controlled and Automatic Processing , 2001, Journal of Cognitive Neuroscience.

[24]  Jonathan D. Cohen,et al.  Dissociating working memory from task difficulty in human prefrontal cortex , 1997, Neuropsychologia.

[25]  M. Corbetta,et al.  Common Blood Flow Changes across Visual Tasks: II. Decreases in Cerebral Cortex , 1997, Journal of Cognitive Neuroscience.

[26]  D. Manoach,et al.  Prefrontal cortex fMRI signal changes are correlated with working memory load , 1997, Neuroreport.

[27]  Walter Schneider,et al.  Controlled and Automatic Human Information Processing: 1. Detection, Search, and Attention. , 1977 .

[28]  J. Binder,et al.  A Parametric Manipulation of Factors Affecting Task-induced Deactivation in Functional Neuroimaging , 2003, Journal of Cognitive Neuroscience.

[29]  B. Mazoyer,et al.  Cortical networks for working memory and executive functions sustain the conscious resting state in man , 2001, Brain Research Bulletin.