Cited by 541Gut microbiota and healthInfant Nutrition and HealthAutism Spectrum Disorder Research

Infant gut microbiome associated with cognitive development

Open access
Carlson, Alexander L., Xia, Kai, Azcarate-Peril, M. Andrea, Goldman, Barbara D., Ahn, Mihye, Styner, Martin A., Thompson, Amanda L., Geng, Xiujuan +2 more·2018·Biological Psychiatry

Abstract

Background Studies in rodents provide compelling evidence that microorganisms inhabiting the gut influence neurodevelopment. In particular, experimental manipulations that alter intestinal microbiota impact exploratory and communicative behaviors and cognitive performance. In humans, the first years of life are a dynamic time in gut colonization and brain development, but little is known about the relationship between these two processes.Methods We tested whether microbial composition at 1 year of age is associated with cognitive outcomes using the Mullen Scales of Early Learning and with global and regional brain volumes using structural magnetic resonance imaging at 1 and 2 years of age. Fecal samples were collected from 89 typically developing 1-year-olds. 16S ribosomal RNA amplicon sequencing was used for identification and relative quantification of bacterial taxa.Results Cluster analysis identified 3 groups of infants defined by their bacterial composition. Mullen scores at 2 years of age differed significantly between clusters. In addition, higher alpha diversity was associated with lower scores on the overall composite score, visual reception scale, and expressive language scale at 2 years of age. Exploratory analyses of neuroimaging data suggest the gut microbiome has minimal effects on regional brain volumes at 1 and 2 years of age.Conclusions This is the first study to demonstrate associations between the gut microbiota and cognition in human infants. As such, it represents an essential first step in translating animal data into the clinic.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.biopsych.2017.06.021

Cites

61 of 61 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • In one-year-olds, the group with the greatest abundance of Bacteroides outperformed the other two groups using the Mullen Scales of Early Learning assessment.

    “The group with the greatest abundance of Bacteroides outperformed the other two groups using the Mullen Scales of Early Learning assessment.”
  • The group with the greatest abundance of Bacteroides was less likely to have been delivered by Caesarean-section.

    “They were also less likely to have been delivered by Caesarean-section.”
  • The composition of the infant gut microbiota at a young age has been associated with subsequent cognitive development and behavioral outcomes later in infancy.

    “While the composition of the infant gut microbiota at a young age has been associated with subsequent cognitive development and behavioral outcomes later in infancy (266, 267), whether these relations are mediated by breast-feeding and early dietary intake is still being investigated.”
  • Higher α diversity was associated with lower scores on the overall composite score, the visual reception scale, and the expressive language scale by two years of age.

    “A higher α diversity was associated with lower scores on the overall composite score, and the visual reception scale, as well as the expressive language scale by two years of age”

    From The Microbiota-Gut-Brain Axis (2019) · cites this paper as Carlson et al., 2018

  • Microbiota composition in one-year-old babies is associated with cognitive development tested with the Mullen Scales of Early Learning and with differences in brain volume.

    “In a more recent study, the microbiota composition in one-year-old babies was associated with cognitive development tested with the Mullen Scales of Early Learning showing differences in brain volume (Carlson et al., 2018).”

    From The Microbiota-Gut-Brain Axis (2019) · cites this paper as Carlson et al., 2018

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Cited by

Sorted by citations

Authors
Carlson, A. L., Xia, K., Azcarate-Peril, M. A., Goldman, B. D., Ahn, M., Styner, M. A., Thompson, A. L., Geng, X., Gilmore, J. H., & Knickmeyer, R. C.
Affiliations
  • University of North Carolina at Chapel Hill (US)
  • University of Nevada, Reno (US)
  • University of Hong Kong (HK)
Corresponding author
Knickmeyer, Rebecca C.
Venue
Biological Psychiatry
Publisher
Elsevier BV
Published
2018-01
Volume
83
Issue
2
Pages
148-159
ISSN
0006-3223 (ISSN-L)
OpenAlex
W2733509553
Cited by
541
References
61
Citations by year
2026: 37 · 2025: 66 · 2024: 77 · 2023: 79 · 2022: 75 · 2021: 68 · 2020: 56 · 2019: 46 · 2018: 31 · 2017: 6
FWCI
15.45
Type
journal article
Language
en
Open access
Locations
  • Biological Psychiatry (publishedVersion)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
  • The HKU Scholars Hub (University of Hong Kong) (acceptedVersion, cc-by-nc-nd)
  • Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion)
  • UNC Libraries
Funders
  • National Institute of Mental Health (R21MH104330, R33MH104330, U01MH070890, R01MH070890)
  • National Institute of Diabetes and Digestive and Kidney Diseases (P30DK034987)
  • National Institute of Neurological Disorders and Stroke (T32NS007431)
  • Eunice Kennedy Shriver National Institute of Child Health and Human Development (R01HD053000, P2CHD050924)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
  • Health Sciences › Nursing › Nutrition and Dietetics › Infant Nutrition and Health
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
Keywords
gut microbiota, infant cognitive development, early childhood, brain development, fecal microbiota, alpha diversity, Mullen Scales of Early Learning, brain volume, gut-brain axis, language development, exploratory behavior
MeSH terms
Gastrointestinal Microbiome, Brain, Child Development, Cognition, Feces, Female, Humans, Infant, Male, Neuropsychological Tests, Organ Size

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review