Evidence map›Paper›PMID 40489547›Full record

ArticlePLoS neglected tropical diseases2025

Quantitative multi-pathway assessment of exposure to Escherichia coli for infants in Rural Ethiopia.

Yuke Wang, Yang Yang, Crystal M Slanzi, Xiaolong Li, Amanda Ojeda, Fevi Paro, Loïc Deblais, Habib Yakubu, Bahar Mummed Hassen, Halengo Game and 10 more

Abstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

20 authors.

Yuke WangHubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.ORCID 0000-0002-9615-7859
Yang YangDepartment of Statistics, Franklin College of Arts and Sciences, University of Georgia, Athens, Georgia, United States of America.
Crystal M SlanziDepartment of Psychology, California State University, Los Angeles, Los Angeles, California, United States of America.
Xiaolong LiEmerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America.
Amanda OjedaDepartment of Microbiology and Cell Science, University of Florida, Gainesville, Florida, United States of America.
Fevi ParoEmerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America.
Loïc DeblaisDepartment of Animal Sciences, CFAES Wooster, The Ohio State University, Wooster, Ohio, United States of America.
Habib YakubuHubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.
Bahar Mummed HassenCollege of Veterinary Medicine, Haramaya University, Dire Dawa, Ethiopia.
Halengo GameCollege of Health and Medical Sciences, Haramaya University, Dire Dawa, Ethiopia.
Kedir Teji RobaCollege of Health and Medical Sciences, Haramaya University, Dire Dawa, Ethiopia.
Elizabeth Schieberdfusion Inc., Scotts Valley, California, United States of America.
Abdulmuen Mohammed IbrahimCollege of Health and Medical Sciences, Haramaya University, Dire Dawa, Ethiopia.
Jeylan WolyieCollege of Social Sciences and Humanities, Haramaya University, Dire Dawa, Ethiopia.
Jemal Yusuf HassenCollege of Health and Medical Sciences, Haramaya University, Dire Dawa, Ethiopia.
Gireesh RajashekaraDepartment of Animal Sciences, CFAES Wooster, The Ohio State University, Wooster, Ohio, United States of America.
Sarah L McKuneEmerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America.
Arie H HavelaarEmerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America.
Christine L MoeHubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America.
Song LiangDepartment of Environmental Health Sciences, School of Public Health and Health Sciences, University of Massachusetts, Amherst, Massachusetts, United States of America.ORCID 0000-0002-6406-3700

Funding

Bill Melinda Gates Foundation OPP#007705
6 · The paper itself

Abstract

In low- and middle-income countries (LMICs), enteric infections pose a significant threat to children's health. However, understanding the specifics of when, where, and how young children in LMICs are exposed to enteric pathogens and the roles of animal reservoirs, environmental media, and human hosts play during exposure remains limited. This study systematically evaluates infants' exposure to E. coli through various pathways in the rural Haramaya woreda of Ethiopia. Between June 2021 and June 2022, we conducted over 1300 hours of structured behavioral observations on 79 infants when aged 4-8 months (Timepoint 1) and 11-15 months (Timepoint 2). Enumerators recorded the infant's behavior related to exposure, including when and where it occurred, using a data collection system for behavioral data (Countee). Concurrently, we collected 1338 environmental samples from key contact interfaces between infants, other people, and the environment to test for E. coli. We used a competing hazard model for duration-based behaviors, an inhomogeneous Poisson point process model for frequency-based behaviors, and a left-censored lognormal distribution model for E. coli contamination levels. The behavioral and environmental information was then integrated into an agent-based exposure model framework to quantify the exposure to E. coli through different pathways. The infant behavior, which altered the relative importance of different exposure pathways, changed as children grew older. Notably, we observed increased rates of touching behavior (e.g., touching fomites) and soil-pica, increased consumption of solid food, and more time spent on the bare ground at Timepoint 2. The major sources of exposure to E. coli were food and breastfeeding at Timepoint 1 and food and soil at Timepoint 2. This study provides insights for interventions to minimize infants' risk of exposure to fecal indicator bacteria, E. coli, and subsequent risk of enteric infections, including improved food handling practices, enhanced personal hygiene for breastfeeding caregivers, and education on the risk of soil-pica.

Indexed as

Escherichia coliEscherichia coli InfectionsEthiopiaFecesFemaleHumansInfantMaleRural Population

Identifiers

PMID40489547
PMCPMC12176293

What OpenQuestion 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 OpenQuestion graph.