Evidence mapPaperPMID 41315421Full record

ArticleNature communications2025

Using metagenomics and whole-genome sequencing to characterize enteric pathogens across various sources in Africa.

Cecilie Thystrup, Tesfaye Gobena, Elsa Maria Salvador, Olanrewaju Emmanuel Fayemi, Happiness Kumburu, Elna M Buys, Josphat Gichure, Belisário T Moiane, Dinaol Belina, Ephrasia A Hugho and 9 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Strain-level analyses of public sequencing data to characterizeOne health (Amsterdam, Netherlands) · 2026
    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

19 authors.

Cecilie ThystrupNational Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark. ceth@dtu.dk.ORCID http://orcid.org/0009-0007-8566-6491
Tesfaye GobenaSchool of Environmental Health Science, College of Health and Medical Sciences, Haramaya University, Dire Dawa, Ethiopia.
Elsa Maria SalvadorFaculty of Sciences and Veterinary Faculty, Eduardo Mondlane University, Maputo, Mozambique.
Olanrewaju Emmanuel FayemiDepartment of Biological Sciences, Mountain Top University, Ibafo, Ogun State, Nigeria.ORCID http://orcid.org/0000-0001-5227-8301
Happiness KumburuBiotechnology Laboratory, Kilimanjaro Clinical Research Institute, Moshi, United Republic of Tanzania.
Elna M BuysDepartment of Consumer and Food Sciences, University of Pretoria, Pretoria, South Africa.
Josphat GichureDepartment of Consumer and Food Sciences, University of Pretoria, Pretoria, South Africa.
Belisário T MoianeFaculty of Sciences and Veterinary Faculty, Eduardo Mondlane University, Maputo, Mozambique.
Dinaol BelinaCollege of Veterinary Medicine, Haramaya University, Dire Dawa, Ethiopia.ORCID http://orcid.org/0000-0001-6004-5428
Ephrasia A HughoBiotechnology Laboratory, Kilimanjaro Clinical Research Institute, Moshi, United Republic of Tanzania.ORCID http://orcid.org/0000-0002-6154-3346
Sara FaifeDepartment of Scientific Research, Instituto Superior de Ciências de Saúde, Maputo, Mozambique.
Tosin Segun OgunbiyiDepartment of Biological Sciences, Mountain Top University, Ibafo, Ogun State, Nigeria.
Gabriel AkanniDepartment of Biological Sciences, Mountain Top University, Ibafo, Ogun State, Nigeria.ORCID http://orcid.org/0000-0002-6734-9667
Christianah I AyolabiDepartment of Biological Sciences, Mountain Top University, Ibafo, Ogun State, Nigeria.
Blandina MmbagaBiotechnology Laboratory, Kilimanjaro Clinical Research Institute, Moshi, United Republic of Tanzania.ORCID http://orcid.org/0000-0002-5550-1916
Kate M ThomasCentre for International Health, University of Otago, Dunedin, New Zealand.ORCID http://orcid.org/0000-0002-1589-8314
Sara M PiresNational Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark.
Patrick Murigu Kamau NjageNational Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark.
Tine HaldNational Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark.

Funding

Bill and Melinda Gates Foundation (Bill & Melinda Gates Foundation) OPP1195617
6 · The paper itself

Abstract

Foodborne diseases (FBDs) remain a major public health concern in low- and middle-income countries (LMICs), with the African region carrying the heaviest burden globally. Surveillance efforts in these settings often overlook rural and resource-limited communities, limiting our understanding of pathogens transmission dynamics in these settings. In this study, we use whole-genome sequencing (WGS) and metagenomic approaches to characterize enteric pathogens from human, animal, and environmental sources across four African LMICs between 2019 and 2023. We analyze 446 bacterial isolates of Salmonella, Shigella, Escherichia coli, and Campylobacter, of which 380 high-quality genomes were subjected to phylogenetic and genotypic analyses. Additionally, 139 of 168 metagenomic samples pass quality control and were assessed for pathogen abundance and diversity. Our results reveal a geographically stable distribution of foodborne pathogens over time, suggesting persistent ecological or infrastructural factors influencing their maintenance. Genomic comparisons also identify closely related isolates across distinct sources and regions, pointing to potential transmission routes. These findings highlight the value of incorporating targeted environmental and food-chain sampling into surveillance strategies and demonstrate that metagenomic sequencing can serve as a practical and informative addition to WGS-based surveillance in resource-limited settings.

Indexed as

Foodborne DiseasesMetagenomicsWhole Genome SequencingAfricaAnimalsCampylobacterEscherichia coliGenome, BacterialHumansPhylogenySalmonellaShigella

Identifiers

PMID41315421
PMCPMC12722760

What Socratic 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 Socratic graph.