Evidence map›Paper›PMID 33547998›Full record

ArticleBehavior genetics2021

Genetic and Environmental Influences on Semantic Verbal Fluency Across Midlife and Later Life.

Daniel E Gustavson, Matthew S Panizzon, William S Kremen, Chandra A Reynolds, Shandell Pahlen, Marianne Nygaard, Mette Wod, Vibeke S Catts, Teresa Lee, Margaret Gatz and 2 more

Open access · greenAbstract read
In one paragraph

Article in Behavior genetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact, top 81% 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

5 citing papers in PubMed, 0 citations in OpenAlex.

  1. The Interplay of Genes and Environment Across Multiple Studies (IGEMS) Consortium After Fifteen Years.Twin research and human genetics : the official journal of the International Society for Twin Studies · 2026
    Article
  2. Genetic and environmental influences on alcohol consumption in middle to late life.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2025
    Article
  3. Genome-Wide Epistatic Network Analyses of Semantic Fluency in Older Adults.International journal of molecular sciences · 2024
    Article
  4. Article
  5. 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

12 authors at 8 institutions in 4 countries.

Daniel E GustavsonDepartment of Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, 1420B Medical Center East, Nashville, TN, 37232, USA. daniel.e.gustavson@vumc.org.ORCID 0000-0002-1470-4928
Matthew S PanizzonDepartment of Psychiatry and Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, California, USA.
William S KremenDepartment of Psychiatry and Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, California, USA.
Chandra A ReynoldsDepartment of Psychology, University of California, Riverside, California, USA.
Shandell PahlenDepartment of Psychology, University of California, Riverside, California, USA.
Marianne NygaardDepartment of Public Health, The Danish Twin Registry, University of Southern Denmark, Odense C, Denmark.
Mette WodDepartment of Public Health, The Danish Twin Registry, University of Southern Denmark, Odense C, Denmark.
Vibeke S CattsCentre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales Sydney, Sydney, NSW, Australia.
Teresa LeeCentre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales Sydney, Sydney, NSW, Australia.
Margaret GatzCenter for Economic and Social Research, University of Southern California, Los Angeles, California, USA.
Carol E FranzDepartment of Psychiatry and Center for Behavior Genetics of Aging, University of California, San Diego, La Jolla, California, USA.
IGEMS Consortium
University of California, San Diego · USUniversity of Southern Denmark · DKKarolinska Institutet · SEPrince of Wales Hospital · AUUniversity of California, Riverside · USUNSW Sydney · AUVanderbilt University Medical Center · USVA San Diego Healthcare System · US

Funding

STATISTICS COREP01AG020166 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI RYFF, CAROL D. · 2002 to 2015
$50.6M
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
TRAJECTORIES OF MORTALITY IN CAENORHABDITIS ELEGANSP01AG008761 · NIA · UNIVERSITY OF MINNESOTA TWIN CITIES · PI JOHNSON, THOMAS E. · 1990 to 2008
$17.5M
Sex differences in the relationship between APOE and AD: Role of sexual differentiationRF1AG058068 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI GATZ, MARGARET, LADU, MARY JO · 2017 to 2017
$3.8M
Clarifying risk and protective factors for dementia with the Interplay of Genes and Environment in Multiple Studies (IGEMS) consortiumR01AG060470 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI GATZ, MARGARET, PEDERSEN, NANCY L · 2018 to 2022
$3.6M
Neurobiological Markers of Rhythm: Risk and Resilience for Language AcquisitionR01DC016977 · NIDCD · VANDERBILT UNIVERSITY MEDICAL CENTER · PI GORDON, REYNA LEIGH · 2019 to 2023
$3.5M
Gene-Environment Interplay of Social Contexts and Aging-Related OutcomesR01AG037985 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI PEDERSEN, NANCY L · 2010 to 2014
$3.2M
SES health gradients in late life: testing models of gene-environment interplay in an international twin consortiumR01AG059329 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI FINCH, BRIAN K., GATZ, MARGARET · 2018 to 2022
$2.9M
The VETSA Longitudinal Twin Study of Cortisol and AgingR01AG022982 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI KREMEN, WILLIAM S. · 2004 to 2007
$2.6M
Biomarkers of Rhythmic Communication: Integrating Foundational and Translational ApproachesDP2HD098859 · NICHD · VANDERBILT UNIVERSITY MEDICAL CENTER · PI GORDON, REYNA LEIGH · 2018 to 2018
$2.4M
Gene-Environment Interplay of Social Contexts and Aging-Related OutcomesR56AG037985 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI GATZ, MARGARET, PEDERSEN, NANCY L · 2016 to 2016
$818k
NIA NIH HHS P01 AG008761NIA NIH HHS P01 AG020166NIA NIH HHS R01 AG022381NIA NIH HHS R01 AG022982NIA NIH HHS R01 AG037985NIA NIH HHS R01 AG050595NIA NIH HHS R01 AG059329NIA NIH HHS R01 AG060470NIA NIH HHS R03 AG065643NIA NIH HHS R56 AG037985NIA NIH HHS RF1 AG058068NICHD NIH HHS DP2 HD098859NIDCD NIH HHS R01 DC016977
6 · The paper itself

Abstract

Despite the relevance of semantic fluency measures to risk for dementia and psychiatric disorders, little is known about their genetic and environmental architecture in mid-to-late life. Participants represent 21,684 middle-aged and older adult twins (M = 60.84 years, SD = 11.21; Range 40-89) from six studies from three countries participating in the Interplay of Genes and Environment across Multiple Studies (IGEMS) consortium. All completed the same measure of semantic fluency (naming animals in 60 seconds). Results revealed small-to-moderate phenotypic associations with age and education, with education more strongly and positively associated with fluency performance in females than males. Heritability and environmental influences did not vary by age. Environmental variance was smaller with higher levels of education, but this effect was observed only in males. This is the largest study to examine the genetic and environmental architecture of semantic fluency, and the first to demonstrate that environmental influences vary based on levels of education.

Indexed as

AgedAgingAustraliaCognitionDatabases, FactualDatabases, GeneticDenmarkFemaleGene-Environment InteractionHumansMaleMiddle AgedNeuropsychological TestsSemanticsSpeechTwinsAgingGene-by-environment interactionHeritabilityTwin studyVerbal fluency

Identifiers

PMID33547998
PMCPMC7933104
OpenAlexW3111502782

What OpenQuestion holds

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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.