Evidence map›Paper›PMID 34078902›Full record

ArticleNPJ science of learning2021

Change by challenge: A common genetic basis behind childhood cognitive development and cognitive training.

Bruno Sauce, John Wiedenhoeft, Nicholas Judd, Torkel Klingberg

Open access · goldAbstract read
In one paragraph

Article in NPJ science of learning, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
2.0field-weighted citation impact, top 14% 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

4 citing papers in PubMed, 14 citations in OpenAlex.

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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

4 authors at 2 institutions in 2 countries.

Bruno SauceDepartment of Neuroscience, Karolinska Institute, Stockholm, Sweden.
John WiedenhoeftCore Facility Medical Biometry and Statistical Bioinformatics, University Medical Center Göttingen, Göttingen, Germany.ORCID http://orcid.org/0000-0002-6935-1517
Nicholas JuddDepartment of Neuroscience, Karolinska Institute, Stockholm, Sweden.
Torkel KlingbergDepartment of Neuroscience, Karolinska Institute, Stockholm, Sweden. Torkel.Klingberg@ki.se.ORCID http://orcid.org/0000-0002-3175-2171
Karolinska Institutet · SEUniversitätsmedizin Göttingen · DE

Funding

Meaningful Data Compression and Reduction of High-Throughput Sequencing DataU01CA198952 · NCI · RUTGERS, THE STATE UNIV OF N.J. · PI FARACH-COLTON, MARTIN · 2015 to 2017
$981k
NCI NIH HHS U01 CA198952Vetenskapsrådet (Swedish Research Council) 2015-02850
6 · The paper itself

Abstract

The interplay of genetic and environmental factors behind cognitive development has preoccupied multiple fields of science and sparked heated debates over the decades. Here we tested the hypothesis that developmental genes rely heavily on cognitive challenges-as opposed to natural maturation. Starting with a polygenic score (cogPGS) that previously explained variation in cognitive performance in adults, we estimated its effect in 344 children and adolescents (mean age of 12 years old, ranging from 6 to 25) who showed changes in working memory (WM) in two distinct samples: (1) a developmental sample showing significant WM gains after 2 years of typical, age-related development, and (2) a training sample showing significant, experimentally-induced WM gains after 25 days of an intense WM training. We found that the same genetic factor, cogPGS, significantly explained the amount of WM gain in both samples. And there was no interaction of cogPGS with sample, suggesting that those genetic factors are neutral to whether the WM gains came from development or training. These results represent evidence that cognitive challenges are a central piece in the gene-environment interplay during cognitive development. We believe our study sheds new light on previous findings of interindividual differences in education (rich-get-richer and compensation effects), brain plasticity in children, and the heritability increase of intelligence across the lifespan.

Identifiers

PMID34078902
PMCPMC8172838
OpenAlexW3165495368

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.