Evidence map›Paper›PMID 35589102›Full record

ArticleCerebral cortex (New York, N.Y. : 1991)2023

Sulcal depth in prefrontal cortex: a novel predictor of working memory performance.

Jewelia K Yao, Willa I Voorhies, Jacob A Miller, Silvia A Bunge, Kevin S Weiner

Open access · greenAbstract read
In one paragraph

Article in Cerebral cortex (New York, N.Y. : 1991), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed
6.8field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

37 citing papers in PubMed, 63 citations in OpenAlex.

  1. Trial
  2. Sulcal anatomy of ventral temporal cortex and reading development.bioRxiv : the preprint server for biology · 2026
    Article
  3. Genetic insights on the mechanisms of human cortical folding.bioRxiv : the preprint server for biology · 2026
    Article
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  6. Variable Presence of an Evolutionarily New Brain Structure Is Related to Trait Impulsivity.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2026
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  8. Anchoring Functional Connectivity to Individual Sulcal Morphology Yields Insights in a Pediatric Study of Reasoning.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025
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  16. Emotion-related impulsivity is related to orbitofrontal cortical sulcation.Cortex; a journal devoted to the study of the nervous system and behavior · 2024
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 2 institutions in 1 country.

Jewelia K YaoPrinceton Neuroscience Institute, Princeton University, Washington Rd, Princeton, NJ 08540, United States.
Willa I VoorhiesDepartment of Psychology, University of California, Berkeley, 2121 Berkeley Way, Berkeley, CA 94720, United States.
Jacob A MillerHelen Wills Neuroscience Institute, University of California, Berkeley, 175 Li Ka Shing Center, Berkeley, CA 94720, United States.
Silvia A BungeDepartment of Psychology, University of California, Berkeley, 2121 Berkeley Way, Berkeley, CA 94720, United States.
Kevin S WeinerDepartment of Psychology, University of California, Berkeley, 2121 Berkeley Way, Berkeley, CA 94720, United States.
University of California, Berkeley · USPrinceton University · US

Funding

Neuroscience Training Program at UC BerkeleyT32NS095939 · NINDS · UNIVERSITY OF CALIFORNIA BERKELEY · PI BATEUP, HELEN S. · 2016 to 2025
$6.3M
The role of prefrontal sulcal morphology and brain network architecture in cognitive developmentR21HD100858 · NICHD · UNIVERSITY OF CALIFORNIA BERKELEY · PI BUNGE, SILVIA A., WEINER, KEVIN SEAN · 2020 to 2021
$375k
NICHD NIH HHS R21 HD100858NINDS NIH HHS R01 NS057156NINDS NIH HHS T32 NS095939
6 · The paper itself

Abstract

The neuroanatomical changes that underpin cognitive development are of major interest in neuroscience. Of the many aspects of neuroanatomy to consider, tertiary sulci are particularly attractive as they emerge last in gestation, show a protracted development after birth, and are either human- or hominoid-specific. Thus, they are ideal targets for exploring morphological-cognitive relationships with cognitive skills that also show protracted development such as working memory (WM). Yet, the relationship between sulcal morphology and WM is unknown-either in development or more generally. To fill this gap, we adopted a data-driven approach with cross-validation to examine the relationship between sulcal depth in lateral prefrontal cortex (LPFC) and verbal WM in 60 children and adolescents between ages 6 and 18. These analyses identified 9 left, and no right, LPFC sulci (of which 7 were tertiary) whose depth predicted verbal WM performance above and beyond the effect of age. Most of these sulci are located within and around contours of previously proposed functional parcellations of LPFC. This sulcal depth model outperformed models with age or cortical thickness. Together, these findings build empirical support for a classic theory that tertiary sulci serve as landmarks in association cortices that contribute to late-maturing human cognitive abilities.

Indexed as

Magnetic Resonance ImagingMemory, Short-TermAdolescentCerebral CortexChildCognitionHumansPrefrontal Cortexcortical foldingdevelopmentneuroanatomysulciverbal working memory

Identifiers

PMID35589102
PMCPMC9977365
OpenAlexW4281262968

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.