SynthesisNeuroscience and biobehavioral reviews2014
Prefrontal cortex and executive functions in healthy adults: a meta-analysis of structural neuroimaging studies.
Synthesis in Neuroscience and biobehavioral reviews, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 274 papers, 4 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
274 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Effects of exercise on executive function in cognitively healthy older adults: a systematic review and three-level meta-analysis.BMC public health · 2026Pooled it
- Chronic mind-body exercises for executive functions in middle-aged and older adults: a systematic review and meta-analysis of randomized controlled trials.Aging clinical and experimental research · 2026Pooled it
- Gray matter and cognitive alteration related to chronic obstructive pulmonary disease patients: combining ALE meta-analysis and MACM analysis.Brain imaging and behavior · 2025Pooled it
- Do executive functions predict physical activity behavior? A meta-analysis.BMC psychology · 2023Pooled it
- Cortical gyrification predicts initial treatment response in adults with ADHD.Translational psychiatry · 2025Trial
- The Effects of 12-Week Dual-Task Physical-Cognitive Training on Gait, Balance, Lower Extremity Muscle Strength, and Cognition in Older Adult Women: A Randomized Study.International journal of environmental research and public health · 2023Trial
- The Motor Engram of Functional Connectivity Generated by Acute Whole-Body Dynamic Balance Training.Medicine and science in sports and exercise · 2022Trial
- An fMRI Investigation into the Effects of Ketogenic Medium-Chain Triglycerides on Cognitive Function in Elderly Adults: A Pilot Study.Nutrients · 2021Trial
- No effect of 6-month supplementation with 300 mg/d docosahexaenoic acid on executive functions among healthy school-aged children: a randomized, double-blind, placebo-controlled trial.European journal of nutrition · 2021Trial
- Use of prefrontal cortex activity as a measure of learning curve in surgical novices: results of a single blind randomised controlled trial.Surgical endoscopy · 2020Trial
- Effects of the characteristic temperament of cats on the emotions and hemodynamic responses of humans.PloS one · 2020Trial
- Effects of exergame training combined with omega-3 fatty acids on the elderly brain: a randomized double-blind placebo-controlled trial.BMC geriatrics · 2019Trial
- Molecular genetic influences on sustained attention and executive processes and their links with psychopathology in the AFFECT study.Molecular psychiatry · 2026Article
- Neurocognitive Functioning in Youth with Type 1 Diabetes Mellitus: Contributions of Trauma Exposure and Symptoms.Journal of pediatric neuropsychology · 2026Article
- Cognitive ability in childhood predicts adolescent structural and functional brain development: A longitudinal study.Developmental cognitive neuroscience · 2026Article
- Thematic structure of clinically oriented prefrontal function assessment and intervention research: a keyword network analysis.BMC psychiatry · 2026Article
- Transcriptional profiling reveals brain region-specific changes in gene expression induced by chronic unpredictable mild stress between stress-susceptible and stress-resilient mice.Psychopharmacology · 2026Article
- Network diffusion modeling predicts spatiotemporal gray matter alterations in internet gaming disorder.Psychological medicine · 2026Article
- High-Definition Brain Network (HDBN) Delineation of CDKL5 Deficiency Disorder (CDD) in Genetically Engineered Mice.Biomolecules · 2026Article
- When Screens Replace Sleep: Short Video Addiction Impairs Executive Function Through Sleep Disruption in Youth-Is Physical Activity the Antidote?Brain and behavior · 2026Article
214 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
Lesion studies link the prefrontal cortex (PFC) to executive functions. However, the evidence from in vivo investigations in healthy people is mixed, and there are no quantitative estimates of the association strength. To examine the relationship between PFC volume and cortical thickness with executive cognition in healthy adults, we conducted a meta-analysis of studies that assessed executive functions and PFC volume (31 samples,) and PFC thickness (10 samples) in vivo, N=3272 participants. We found that larger PFC volume and greater PFC thickness were associated with better executive performance. Stronger associations between executive functions and PFC volume were linked to greater variance in the sample age but was unrelated to the mean age of a sample. Strength of association between cognitive and neuroanatomical indices depended on the executive task used in the study. PFC volume correlated stronger with Wisconsin Card Sorting Test than with digit backwards span, Trail Making Test and verbal fluency. Significant effect size was observed in lateral and medial but not orbital PFC. The results support the "bigger is better" hypothesis of brain-behavior relation in healthy adults and suggest different neural correlates across the neuropsychological tests used to assess executive functions.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.