Cited by 1,700Neural and Behavioral Psychology StudiesNeurobiology of Language and BilingualismCognitive Functions and Memory

Meta-analytic evidence for a superordinate cognitive control network subserving diverse executive functions

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Niendam, Tara A., Laird, Angela R., Ray, Kimberly L., Dean, Y. Monica, Glahn, David C., Carter, Cameron S.·2012·Cognitive, Affective, & Behavioral Neuroscience

Abstract

Classic cognitive theory conceptualizes executive functions as involving multiple specific domains, including initiation, inhibition, working memory, flexibility, planning, and vigilance. Lesion and neuroimaging experiments over the past two decades have suggested that both common and unique processes contribute to executive functions during higher cognition. It has been suggested that a superordinate fronto–cingulo–parietal network supporting cognitive control may also underlie a range of distinct executive functions. To test this hypothesis in the largest sample to date, we used quantitative meta-analytic methods to analyze 193 functional neuroimaging studies of 2,832 healthy individuals, ages 18–60, in which performance on executive function measures was contrasted with an active control condition. A common pattern of activation was observed in the prefrontal, dorsal anterior cingulate, and parietal cortices across executive function domains, supporting the idea that executive functions are supported by a superordinate cognitive control network. However, domain-specific analyses showed some variation in the recruitment of anterior prefrontal cortex, anterior and midcingulate regions, and unique subcortical regions such as the basal ganglia and cerebellum. These results are consistent with the existence of a superordinate cognitive control network in the brain, involving dorsolateral prefrontal, anterior cingulate, and parietal cortices, that supports a broad range of executive functions.

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  • Niendam et al.'s meta-analytic study of 193 neuroimaging fMRI studies of EF showed broad patterns of activation across the lateral and medial PFC, including regions BA-9 and BA-46 (dlPFC) and BA-32 (rostral ACC), as well as both superior and inferior regions of the parietal lobes for tasks with predominantly working memory, flexibility, or inhibitory components.

    “For example, Niendam et al.‘s [137] meta-analytic study of 193 neuroimaging fMRI studies of EF showed broad patterns of activation across the lateral and medial PFC, including regions BA-9 and BA-46 (dlPFC) and BA-32 (rostral ACC), as well as both superior and inferior regions of the parietal lobes for tasks with predominantly working memory, flexibility, or inhibitory components.”

    From The role of prefrontal cortex in cognitive control and executive function (2022) · cites this paper as [137]

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  • Conjunction maps of activation during different tasks suggest that both children and adults recruit a common set of regions within the FPN and CON during diverse EF tasks.

    “Conjunction maps of activation during different tasks (e.g., during inhibiting, updating, and shifting tasks), either with data estimated within one study [135, 138, 139] or with meta-analytic techniques [137, 140, 141], suggest that both children and adults recruit a common set of regions within the FPN and CON during diverse EF tasks.”

    From The role of prefrontal cortex in cognitive control and executive function (2022) · cites this paper as [137]

    The Global analysis across all domains reports that a conjunction analysis found common frontal, parietal, and anterior cingulate activation across flexibility, inhibition, and working-memory tasks. But Study selection limits the included participants to healthy adults aged 18–60, so this paper does not support the claim about children. It describes a shared cognitive-control network rather than establishing recruitment of both the FPN and CON as distinct networks. (LLM, conf=0.88)

    Experimental — accuracy not yet measured
  • At the neurobiological level, unity can be seen in the overall patterns of neural activations during CC tasks: individuals performing these kinds of tasks generally activate some of the same brain regions across multiple tasks, although they also activate some regions that are unique to a particular task.

    “At the neurobiological level, this unity can be seen in the overall patterns of neural activations during CC tasks [135–137]: Neuroimaging studies suggest that individuals performing these kinds of tasks generally activate some of the same brain regions across multiple tasks, although they also activate some regions that are unique to a particular task.”
  • The executive control network, which overlaps with the frontostriatal and frontoparietal networks, is a fundamental neural substrate underpinning higher-order cognitive functions.

    “The ECN, which overlaps with the frontostriatal and frontoparietal networks, is a fundamental neural substrate underpinning higher-order cognitive functions.”
  • The cognitive control network (CCN) plays a pivotal role in regulating top-down cognitive processes.

    “The cognitive control network (CCN),7 mainly comprising the dorsolateral prefrontal cortex (DLPFC), dorsomedial prefrontal cortex, postparietal cortex, and frontal eye fields, plays a pivotal role in regulating top-down cognitive processes.8”

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Research works printed but not linked: 1

  1. [54]54. D'Esposito, M., & Postle, B. R. (2002). The neural basis of working memory storage, rehearsal, and control processes: Evidence from patient and functional magnetic resonance imaging studies. New York, NY: Guilford Press.

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Authors
Niendam, T. A., Laird, A. R., Ray, K. L., Dean, Y. M., Glahn, D. C., & Carter, C. S.
Affiliations
  • University of California, Davis (US)
  • The University of Texas at San Antonio Health Science Center (US)
  • Yale University (US)
Corresponding author
Niendam, Tara A.
Venue
Cognitive, Affective, & Behavioral Neuroscience
Published
2012-01-27
Volume
12
Issue
2
Pages
241-268
ISSN
  • 1530-7026 (ISSN-L)
  • 1531-135X
OpenAlex
W2019930104
Cited by
1,700
References
266
Citations by year
2026: 119 · 2025: 153 · 2024: 156 · 2023: 143 · 2022: 156 · 2021: 170 · 2020: 117 · 2019: 146 · 2018: 123 · 2017: 125 · 2016: 84 · 2015: 75 · 2014: 77 · 2013: 39 · 2012: 15
FWCI
33.31
Type
journal article
Language
en
Open access
Locations
  • Cognitive Affective & Behavioral Neuroscience (publishedVersion)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • National Institute on Alcohol Abuse and Alcoholism (P60AA007611)
  • National Institute of Mental Health (R01MH074457, R01MH078143, R24MH081807, R01MH059883, K23MH087708, R01MH083824)
Topics
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Functions and Memory
Keywords
executive function, cognitive control, dorsolateral prefrontal cortex, anterior cingulate cortex, parietal cortex, inhibition, working memory, cognitive flexibility, basal ganglia, cerebellum, functional neuroimaging
MeSH terms
Adolescent, Adult, Brain, Brain Mapping, Cognition, Female, Humans, Functional Laterality, Male, Middle Aged, Neural Pathways, Neuropsychological Tests, Radionuclide Imaging, Visual Perception, Young Adult, Executive Function, Neuroimaging

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