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Record W4412052900 · doi:10.1101/2025.07.04.25330823

Impact of Asymptomatic Enteroaggregative <i>Escherichia coli</i> Infection and Co-Pathogen Burden on Intestinal Barrier Function, Linear Growth, and Cognitive Development in Early Childhood: Insights from a Birth Cohort Study

2025· preprint· en· W4412052900 on OpenAlexaff
Aldo Â. M. Lima, Virginia L. S. C. Urtiga, Samilly Albuquerque Ribeiro, José Q.S. Filho, Bruna Leal Lima Maciel, Ana Clara Sertão Alves, F.A.P. Rodrigues, Alexandre Havt, Gagandeep Kang, Margaret Kosek, Pascal Bessong, Amidou Samie, Rashidul Haque, Estomih Mduma, José Paulo Gagliardi Leite, Ladaporn Bodhidatta, Najeeha Talat Iqbal, Nicola Page, Ireen Kiwelu, Zulfiqar A. Bhutta, Tahmeed Ahmed, Deiziane Viana da Silva Costa, Richard L. Guerrant, Eric R. Houp

Bibliographic record

VenuemedRxiv · 2025
Typepreprint
Languageen
FieldNursing
TopicInfant Nutrition and Health
Canadian institutionsCentre for Global Health Research
Fundersnot available
KeywordsAsymptomaticPathogenCognitionCohortMicrobiologyBiologyMedicineInternal medicineNeuroscience

Abstract

fetched live from OpenAlex

ABSTRACT Introduction Enteroaggregative Escherichia coli (EAEC) is a major enteric pathogen in low-resource settings and can infect children with or without causing diarrhea. However, limited data exists on the impact of subclinical EAEC infections, particularly when co-detected with other pathogens. This study aimed to evaluate socioeconomic risk factors and the effects of subclinical EAEC infection—alone or in combination with other pathogens—on intestinal barrier function, enteric inflammation, linear growth, and cognitive development in children aged 0–24 months, using quantitative molecular diagnostics. Methods We analyzed 1,618 non-diarrheal samples from children enrolled in eight sites of the MAL-ED birth cohort. A quantitative PCR-based TaqMan Array Card was used to detect 29 enteropathogens. Children were categorized by infection status: EAEC alone, or EAEC with one, two, or three or more co-pathogens. Associations with socioeconomic indicators (e.g., maternal education, household income, sanitation), clinical symptoms, use medication, anthropometry, biomarkers (myeloperoxidase [MPO], neopterin [NEO], α1-antitrypsin, lactulose:mannitol ratio), nutritional z-scores, and Bayley developmental scores were assessed. Results Lower socioeconomic and sanitation scores, as well as lower WAMI index values, were significantly associated with EAEC infection and increased pathogen burden ( p < 0 . 001 ). Children with subclinical EAEC infection and high pathogen loads also had a higher frequency of antibiotic use. Subclinical EAEC infection—either alone or with ≥3 co-pathogens—was associated with elevated fecal neopterin (β = 687.5; 95% CI: 129.7 to 1245.3), increased intestinal permeability (% lactulose Z-score, β = 0.41; 95% CI: 0.058 to 0.77), lower linear growth (LAZ, β = –0.44; 95% CI: –0.76 to –0.12), and reduced cognitive scores at 15 and 24 months (β = –2.82; 95% CI: –5.15 to –0.48; β = –5.02; 95% CI: –9.81 to –0.22, respectively). Conclusion Quantitative molecular diagnostics revealed that subclinical EAEC infections with high pathogen burden are associated with adverse socioeconomic conditions, frequent antibiotic use, intestinal inflammation, increased permeability, impaired linear growth, and poorer cognitive development. Even isolated EAEC infection was linked to cognitive deficits, underscoring its potential role in the pathogenesis of environmental enteropathy and early childhood developmental delays. What Is Known Enteroaggregative Escherichia coli (EAEC) is a prevalent enteropathogen in children under two years in low-resource settings and has been associated with intestinal inflammation and linear growth faltering. Prior studies, largely based on conventional microbiological techniques, reported associations between EAEC and undernutrition, particularly in children with persistent diarrhea or multiple infections. The contribution of subclinical EAEC infections—especially in the context of co-infections—to intestinal barrier dysfunction, growth impairment, and cognitive development remained poorly understood. What Is New This study demonstrates that isolated subclinical EAEC infection during the first six months of life is not associated with impaired growth. In contrast, EAEC infections co-occurring with three or more pathogens are significantly associated with increased intestinal permeability, elevated fecal neopterin (inflammation), and reduced linear growth (LAZ) in infants. Notably, even isolated subclinical EAEC infection is independently associated with lower cognitive and language scores at 15 and 24 months of age. These findings, enabled by quantitative molecular diagnostics, underscore the role of EAEC—both alone and in combination with other pathogens—in the pathogenesis of environmental enteric dysfunction and early childhood developmental delays.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.020
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.012
GPT teacher head0.284
Teacher spread0.271 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2025
Admission routes1
Has abstractyes

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