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

dc.contributor.authorBloemendaal, Mirjam
dc.contributor.authorMulder, Danique
dc.contributor.authorGudden, Jip
dc.contributor.authorHeikamp-de Jong, Ineke
dc.contributor.authorIoannou, Athanasia
dc.contributor.authorBelzer, Clara
dc.contributor.authorNatasha Eugenia Emile
dc.contributor.authorEdwin Thanarajah, Sharmili
dc.contributor.authorAatsinki, Anna-Katariina
dc.contributor.authorvan Gelder, Marleen M.H.J.
dc.contributor.authorArias Vasquez, Alejandro
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.42471027641
dc.converis.publication-id523654173
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/523654173
dc.date.accessioned2026-06-24T20:10:51Z
dc.description.abstract<p><strong>Introduction: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Discussion: </strong>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.</p>
dc.format.pagerange14
dc.format.pagerange1
dc.identifier.eissn1421-9859
dc.identifier.jour-issn0378-5866
dc.identifier.urihttps://www.utupub.fi/handle/11111/62244
dc.identifier.urlhttps://doi.org/10.1159/000552189
dc.identifier.urnURN:NBN:fi-fe2026052958283
dc.language.isoen
dc.okm.affiliatedauthorAatsinki, Anna
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3123 Gynaecology and paediatricsen_GB
dc.okm.discipline3123 Naisten- ja lastentauditfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherS. Karger AG
dc.publisher.countrySwitzerlanden_GB
dc.publisher.countrySveitsifi_FI
dc.publisher.country-codeCH
dc.relation.doi10.1159/000552189
dc.relation.ispartofjournalDevelopmental Neuroscience
dc.titleDevelopment of the Gut Microbiota throughout the First Year of Life and Its Association with Socio-Emotional Development into Childhood
dc.year.issued2026

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