Evidence map›Paper›PMID 28857599›Full record

ArticleNeuropsychology2018

Genetic and environmental architecture of executive functions in midlife.

Daniel E Gustavson, Matthew S Panizzon, Carol E Franz, Naomi P Friedman, Chandra A Reynolds, Kristen C Jacobson, Hong Xian, Michael J Lyons, William S Kremen

Abstract readTwin Study
In one paragraph

Article in Neuropsychology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed
–field-weighted citation impact
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

35 citing papers in PubMed.

  1. Article
  2. Young adult urbanicity, late midlife neighborhood disadvantage, and cognitive functioning in community-dwelling older men.The journals of gerontology. Series B, Psychological sciences and social sciences · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Elevated C-Reactive Protein in Older Men With Chronic Pain: Association With Plasma Amyloid Levels and Hippocampal Volume.The journals of gerontology. Series A, Biological sciences and medical sciences · 2024
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Review
  16. Article
  17. The role of prefrontal cortex in cognitive control and executive function.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2022
    Review
  18. Article
  19. Differences between young and older adults in unity and diversity of executive functions.Neuropsychology, development, and cognition. Section B, Aging, neuropsychology and cognition · 2021
    Article
  20. Article
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

9 authors.

Daniel E GustavsonDepartment of Psychiatry, Center for Behavior Genetics of Aging, University of California, San Diego.ORCID 0000-0002-1470-4928
Matthew S PanizzonDepartment of Psychiatry, Center for Behavior Genetics of Aging, University of California, San Diego.
Carol E FranzDepartment of Psychiatry, Center for Behavior Genetics of Aging, University of California, San Diego.ORCID 0000-0002-8987-1755
Naomi P FriedmanDepartment of Psychology and Neuroscience, Institute for Behavioral Genetics, University of Colorado Boulder.ORCID 0000-0002-4901-808X
Chandra A ReynoldsDepartment of Psychology, University of California, Riverside.
Kristen C JacobsonDepartment of Psychiatry and Behavioral Neuroscience, University of Chicago.
Hong XianDepartment of Biostatistics, St. Louis University.
Michael J LyonsDepartment of Psychological and Brain Sciences, Boston University.
William S KremenDepartment of Psychiatry, Center for Behavior Genetics of Aging, University of California, San Diego.

Funding

The VETSA Longitudinal Twin Study of Cognition and Aging (VETSA 4)R01AG050595 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ELMAN, JEREMY A, FRANZ, CAROL ELAINE · 2015 to 2024
$28.0M
The VETSA Longitudinal MRI Twin Study of AgingR01AG022381 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI KREMEN, WILLIAM S. · 2003 to 2019
$22.3M
The VETSA Longitudinal Twin Study of Cognition and AgingR01AG018384 · NIA · BOSTON UNIVERSITY (CHARLES RIVER CAMPUS) · PI LYONS, MICHAEL J. · 2002 to 2012
$9.8M
The VETSA longitudinal twin study of cognition and agingR01AG018386 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI KREMEN, WILLIAM S. · 2002 to 2012
$9.7M
Neural Substrates of Executive Function: An fMRI Twin StudyR01MH063207 · NIMH · UNIVERSITY OF COLORADO AT BOULDER · PI FRIEDMAN, NAOMI P. · 2001 to 2018
$6.5M
Executive Functions and Self-Regulation: A Twin StudyR56MH063207 · NIMH · UNIVERSITY OF COLORADO · PI HEWITT, JOHN K. · 2007 to 2007
$490k
Testosterone-Androgen Receptor Genetics: Role in Cognitive and Biological AgingK08AG047903 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI PANIZZON, MATTHEW S · 2014 to 2017
$452k
NIA NIH HHS K08 AG047903NIA NIH HHS R01 AG018384NIA NIH HHS R01 AG018386NIA NIH HHS R01 AG022381NIA NIH HHS R01 AG050595NIH HHSNIMH NIH HHS R01 MH063207NIMH NIH HHS R56 MH063207
6 · The paper itself

Abstract

objectiveResearch on executive functions (EFs) has revealed evidence for general abilities that underlie performance across multiple EF tasks and domains. This Common EF factor is highly stable in adolescence through young adulthood, correlates with other important cognitive abilities, and is explained largely by genetic influences. However, little is known about Common EF beyond young adulthood. This study examines 3 hypotheses regarding the latent structure, genetic/environmental etiology, and cognitive correlates of Common EF in middle age.

methodWe examined data from 1,284 middle-aged twins (51-60 years) in the Vietnam Era Twin Study of Aging who completed 7 neuropsychological measures of EFs, as well as measures of general cognitive ability and processing speed.

resultsOur confirmatory factor analysis indicated that Common EF explained variation across all 7 EF tasks. Inhibition and shifting were subsumed entirely under the Common EF factor, and there was an additional working memory span-specific factor. Common EF was heritable in midlife (a2 = .46), with additional evidence for both shared environmental influences (c2 = .41) and nonshared environmental influences (e2 = .13). Higher Common EF was moderately associated with higher general cognitive ability, measured both in early adulthood and midlife, and faster processing speed in midlife. These correlations were primarily driven by shared genetic influences.

conclusionsThese results support the hypothesis that Common EF captures similar EF abilities in midlife as in adolescence and young adulthood. However, environmental influences may explain a larger portion of variance in this construct as individuals age. (PsycINFO Database Record

Indexed as

Inhibition, PsychologicalAgingAptitudeEnvironmentExecutive FunctionFemaleHuman DevelopmentHumansInheritance PatternsMaleMiddle Aged

Identifiers

PMID28857599
PMCPMC5814340

What OpenQuestion holds

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Registered trials

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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.