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Development of the Gut Microbiota throughout the First Year of Life and Its Association with Socio-Emotional Development into Childhood.

Overview

Authors: Mirjam Bloemendaal1,2, Danique Mulder3, Jip Gudden3, Ineke Heikamp-de Jong4, Athanasia Ioannou4, Clara Belzer4, Eugenia Emile Natasha3, Sharmili Edwin Thanarajah1, Anna-Katariina Aatsinki5, Marleen M.H.J. van Gelder6, Alejandro Arias Vasquez3
  1. Department of Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt am Main, Frankfurt am Main, Germany
  2. Department for Immunology, Leibniz Research Centre for Working Environment and Human Factors (IfADo), Dortmund, Germany
  3. Department of Psychiatry, Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
  4. Microbiology Department, Wageningen University and Research, Wageningen, The Netherlands
  5. Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
  6. IQ Health Science Department, Radboud University Medical Center, Nijmegen, The Netherlands
Journal: Developmental neuroscience, pages 1-14
Dates: received 8 October 2025; accepted 14 April 2026; published online 27 April 2026; in print April 2026
Type: Research article · Language: English
License: CC BY-NC
Identifiers: DOI 10.1159/000552189 · PMID 42044092 · PMCID PMC13290133 · OpenAlex W7156373885
Open access: hybrid, a free copy (OpenAlex)
Status: code verified
Categories: human (organism), developmental (subfield)
Methods: Statistics, Connectivity
Keywords: Gut microbiota, Early life, Socio-emotional development, Community cohort, PRIDE study
Topic: Gut microbiota and health (Molecular Biology, Biochemistry, Genetics and Molecular Biology), according to OpenAlex
Citations: cited by 1 paper (Europe PMC); 49 references in the paper

Abstract

Introduction: Early life is a critical window for the development of many bodily systems, including the gut microbiota and the central nervous system, that are interconnected through the gut-brain axis. These early life gut-brain axis connections are often studied through cross-sectional cohorts, limiting insights into temporal developmental trajectories. This longitudinal cohort study assessed whether gut microbial development over the first year of life is associated with socio-emotional development into childhood.

Methods: The PRIDE (pregnancy and infant development) BIOME study (n = 81, n = 42 males) is a focus cohort within the larger prospective PRIDE study. Gut microbiome was measured 5 times throughout the first year of life (at 2, 4, 6, 9, and 12 months through V4 16S rRNA sequencing) and socio-emotional development 8 times over 4.5 years, between 6 months and 5 years through the Ages and Stages Questionnaire: Social-Emotional (ASQ-SE). We related the development of the gut microbiota of infants throughout their first year of life with their socio-emotional development into childhood, the latter modeled as a slope per individual (ASQ slope). We assessed effects of time, ASQ slope and its interaction with time on microbial community measures alpha and beta diversity, as well as taxonomy, using linear mixed-effects models and PERMANOVA, correcting for sex, birth weight, gestational age, and sequencing depth.

Results: Expected developmental patterns on the gut microbiota over the first year of life were observed, including increased alpha diversity and clustering of beta diversity before and after solid food introduction. Interestingly, ASQ slope was a significant predictor of beta diversity (F(1,394) = 25.90, p = 0.001) and Bifidobacterium abundance across the first year of life (b = −0.745, SE = 0.24, pFDR = 0.023). Moreover, we observed a temporal association between ASQ slope and Eggerthella abundance (ASQ slope × timepoint interaction, b = 0.709, SE = 0.21, pFDR = 0.009). That is, Eggerthella abundance decreased across the group, but not in “late concern” infants, with concern about socio-emotional development at more recent timepoints.

Discussion: This study shows that genera Bifidobacterium and Eggerthella, known to be altered in mental health conditions such as autism spectrum disorder and depression, are already linked to socio-emotional development during early life. Hence, this work contributes to the identification of gut microbial candidates relevant for preventive screening of healthy gut-brain development and microbiota-targeted interventions.

Reproduced under the paper's license (CC BY-NC), from the paper cited above.

Code

No file of the authors' code could be read here: it is described below, and read at its source.

rpubs.com/mirjambloemendaal

License: none: the authors keep all their rights
State: the link answers, verified on 30 September 2026
Evidence: the link answers
Software Heritage: not checked
Found in: “Data Availability Statement”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 30 September 2026: the link answers (HTTP 200)
  • 30 September 2026: the link answers (HTTP 200)

The paper's code and data availability statement is in the Data section.

Tracing map

Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.

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  • 0 scripts, each with its path and the digest of its content;
  • no match between paragraphs and code yet;
  • neither the text of the paper nor the code itself.

Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

Datasets cited

Data Availability Statement

The data that support the findings of this study are not publicly available due to privacy reasons but are available from the corresponding author upon reasonable request. The R script for the analyses can be found here: https://rpubs.com/MirjamBloemendaal/.

Reproduced under the paper's license (CC BY-NC), from the paper cited above.

Versions

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Version 1, 30 September 2026: the first record

Recorded: type, language, journal, pages, dates, 11 authors, 5 keywords, 42 references.

Cite

This paper

Bloemendaal, M., Mulder, D., Gudden, J., Heikamp-de Jong, I., Ioannou, A., Belzer, C., Natasha, E. E., Edwin Thanarajah, S., Aatsinki, A.-K., van Gelder, M. M., & Arias Vasquez, A. (2026). Development of the Gut Microbiota throughout the First Year of Life and Its Association with Socio-Emotional Development into Childhood. Developmental neuroscience, 1-14. https://doi.org/10.1159/000552189

BibTeX

@article{bloemendaal2026development,
author = {Bloemendaal, Mirjam and Mulder, Danique and Gudden, Jip and Heikamp-de Jong, Ineke and Ioannou, Athanasia and Belzer, Clara and Natasha, Eugenia Emile and Edwin Thanarajah, Sharmili and Aatsinki, Anna-Katariina and van Gelder, Marleen M.H.J. and Arias Vasquez, Alejandro},
title = {{Development of the Gut Microbiota throughout the First Year of Life and Its Association with Socio-Emotional Development into Childhood}},
journal = {Developmental neuroscience},
year = {2026},
month = apr,
pages = {1--14},
publisher = {Karger Publishers},
issn = {0378-5866},
doi = {10.1159/000552189},
url = {https://doi.org/10.1159/000552189},
pmid = {42044092},
pmcid = {PMC13290133}
}

RIS

TY - JOUR
AU - Bloemendaal, Mirjam
AU - Mulder, Danique
AU - Gudden, Jip
AU - Heikamp-de Jong, Ineke
AU - Ioannou, Athanasia
AU - Belzer, Clara
AU - Natasha, Eugenia Emile
AU - Edwin Thanarajah, Sharmili
AU - Aatsinki, Anna-Katariina
AU - van Gelder, Marleen M.H.J.
AU - Arias Vasquez, Alejandro
TI - Development of the Gut Microbiota throughout the First Year of Life and Its Association with Socio-Emotional Development into Childhood
T2 - Developmental neuroscience
J2 - Dev Neurosci
PY - 2026
DA - 2026/04/27
SP - 1
EP - 14
SN - 0378-5866
PB - Karger Publishers
DO - 10.1159/000552189
UR - https://doi.org/10.1159/000552189
LA - en
ER -

CSL-JSON

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