N‐back working memory paradigm: A meta‐analysis of normative functional neuroimaging studies
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- 21 April 2005
- journal article
- Published by Wiley in Human Brain Mapping
- Vol. 25 (1) , 46-59
- https://doi.org/10.1002/hbm.20131
Abstract
One of the most popular experimental paradigms for functional neuroimaging studies of working memory has been the n‐back task, in which subjects are asked to monitor the identity or location of a series of verbal or nonverbal stimuli and to indicate when the currently presented stimulus is the same as the one presented n trials previously. We conducted a quantitative meta‐analysis of 668 sets of activation coordinates in Talairach space reported in 24 primary studies of n‐back task variants manipulating process (location vs. identity monitoring) and content (verbal or nonverbal) of working memory. We found the following cortical regions were activated robustly (voxelwise false discovery rate = 1%): lateral premotor cortex; dorsal cingulate and medial premotor cortex; dorsolateral and ventrolateral prefrontal cortex; frontal poles; and medial and lateral posterior parietal cortex. Subsidiary meta‐analyses based on appropriate subsets of the primary data demonstrated broadly similar activation patterns for identity monitoring of verbal stimuli and both location and identity monitoring of nonverbal stimuli. There was also some evidence for distinct frontoparietal activation patterns in response to different task variants. The functional specializations of each of the major cortical components in the generic large‐scale frontoparietal system are discussed. We conclude that quantitative meta‐analysis can be a powerful tool for combining results of multiple primary studies reported in Talairach space. Here, it provides evidence both for broadly consistent activation of frontal and parietal cortical regions by various versions of the n‐back working memory paradigm, and for process‐ and content‐specific frontoparietal activation by working memory. Hum Brain Mapp 25:46–59, 2005.Keywords
This publication has 83 references indexed in Scilit:
- ALE meta‐analysis: Controlling the false discovery rate and performing statistical contrastsHuman Brain Mapping, 2005
- Control of goal-directed and stimulus-driven attention in the brainNature Reviews Neuroscience, 2002
- Rostrolateral Prefrontal Cortex Involvement in Relational Integration during ReasoningNeuroImage, 2001
- Using the talairach atlas with the MNI templateNeuroImage, 2001
- Reproducibility of fMRI Results across Four Institutions Using a Spatial Working Memory TaskNeuroImage, 1998
- Functional MRI studies of spatial and nonspatial working memoryCognitive Brain Research, 1998
- A Parametric Study of Prefrontal Cortex Involvement in Human Working MemoryNeuroImage, 1997
- Evidence for a Two-Stage Model of Spatial Working Memory Processing within the Lateral Frontal Cortex: A Positron Emission Tomography StudyCerebral Cortex, 1996
- Dissociating Verbal and Spatial Working Memory Using PETCerebral Cortex, 1996
- Deficits on subject-ordered tasks after frontal- and temporal-lobe lesions in manNeuropsychologia, 1982