Evidence map›Paper›PMID 42040135›Full record

ArticleFrontiers in public health2026

Bridging the bioinformatics gap: tool selection for decentralized AMR genomic surveillance in Africa.

Niamh Lacy-Roberts, Christa Twyford Gibson, Pernille Nilsson, Colette J Weese, Christina Odgaard, Natasia Rebekka Thornval, Rene S Hendriksen

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Niamh Lacy-Roberts *Research Group for Global Capacity Building, National Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark.
Christa Twyford Gibson *Research Group for Global Capacity Building, National Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark.
Pernille NilssonResearch Group for Global Capacity Building, National Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark.
Colette J WeeseResearch Group for Global Capacity Building, National Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark.
Christina OdgaardResearch Group for Global Capacity Building, National Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark.
Natasia Rebekka ThornvalResearch Group for Global Capacity Building, National Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark.
Rene S HendriksenResearch Group for Global Capacity Building, National Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Antimicrobial resistance (AMR) poses a significant threat to public health, particularly in low- and middle-income countries where centralized genomic surveillance infrastructure is limited. To support decentralized AMR surveillance in Africa, the SeqAfrica project evaluated bioinformatics tools suitable for Oxford Nanopore Technologies sequencing data. Through two surveys and an expert elicitation workshop, the project assessed over 80 tools, focusing on usability, cost, accessibility, and AMR relevance. Graphical user interface (GUI) based tools were shortlisted for non-bioinformatician use. Terra.bio and EPI2ME emerged as leading candidates due to their user-friendly interfaces and integrated workflows. EPI2ME, which is an Oxford Nanopore Technologies tool, was favored for its offline capability, ease of use, and compatibility with local infrastructure, while Terra.bio offered strong interoperability and cloud-based scalability. The findings underscore the need for standardized, interoperable pipelines, and sustained technical support to ensure effective genomic surveillance in resource-limited settings. SeqAfrica has initiated pilot implementation and collaborative development of EPI2ME-based workflows to enhance AMR monitoring capacity across the African continent.

Indexed as

Computational BiologyDrug Resistance, BacterialGenomicsAfricaHumansSoftwareAfricaantimicrobial resistancebioinformatic pipelinesgenomic surveillancelow-and middle-income countries

Identifiers

PMID42040135
PMCPMC13102816

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.