Evidence map›Paper›PMID 42428086›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Nutrition, Cognition and Learning: The Role of White Matter Development and Connectivity.

Diandra Brkić, Jonas Hauser, Charles-Edouard Rouault, Iaroslava Semenova, Fabio Mainardi, Sean Deoni

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Diandra BrkićNestlé Institute of Health Sciences, Nestlé Research, Lausanne, CH.ORCID 0000-0001-5521-8232
Jonas HauserNestlé Production and Technology Center, Konolfingen, CH.
Charles-Edouard RouaultEcole Polytechnique Fédérale (EPFL), Lausanne, CH.
Iaroslava SemenovaNestlé Institute of Health Sciences, Nestlé Research, Lausanne, CH.
Fabio MainardiNestlé Institute of Health Sciences, Nestlé Research, Lausanne, CH.
Sean DeoniAdvanced Baby Imaging Lab, Rhode Island Hospital, Providence RI, USA.

Funding

The Developing Brain: Influences and OutcomesUG3OD023313 · OD · UNIVERSITY OF COLORADO DENVER · PI D'SA, VIREN ANDREW, KOINIS MITCHELL, DAPHNE · 2016 to 2024
$11.6M
NIH HHS UG3 OD023313
6 · The paper itself

Abstract

While substantial research has examined the role of infant nutrition in early brain and cognitive development, the links between later childhood nutrition, brain development, and cognitive and academic skills remain less explored. In this work, we investigated for the first time the direct and indirect associations between nutrition intake, white matter microstructure and structural connectivity, and cognitive and academic outcomes. Using longitudinal data from typically developing children aged 2 to 14 years, we combined neuroimaging, dietary, and cognitive measures to test direct associations between nutrition and brain structure and connectivity, as well as cognitive and learning outcomes, and to assess whether brain development mediated these relationships. We found that specific nutrients, including DHA, sphingomyelin, iron, niacin, choline, and palmitoleic acid (omega-7), were associated with improved brain structure and connectivity, as well as better cognitive and learning outcomes. We also found that brain development partly mediated the association between childhood nutrition and learning outcomes. To our knowledge, this is the first study to show such a pathway in school-age children. These results add to the growing literature demonstrating the ongoing importance of nutrition beyond infancy in supporting childhood brain and cognitive development.

Indexed as

Child Brain DevelopmentChild NutritionCognitive DevelopmentDTIFractional AnisotropyLearningLipidsMineralsSchool ageStructural ConnectivityVitaminsWhite Matter Development

Identifiers

PMID42428086
PMCPMC13345579

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.