Evidence map›Paper›PMID 39807079›Full record

ArticleAPMIS : acta pathologica, microbiologica, et immunologica Scandinavica2025

Critical Steps in Shotgun Metagenomics-Based Diagnosis of Bloodstream Infections Using Nanopore Sequencing.

Amelia Björnberg, David Nestor, Nilay Peker, Bhanu Sinha, Natacha Couto, John Rossen, Martin Sundqvist, Paula Mölling

Abstract read
In one paragraph

Article in APMIS : acta pathologica, microbiologica, et immunologica Scandinavica, 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. Review
  2. Nasal microbiome inhabitants with anti-Microbiology spectrum · 2025
    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

8 authors.

Amelia BjörnbergDepartment of Laboratory Medicine, Clinical Microbiology Örebro University Hospital and Faculty of Medicine and Health at Örebro University, Örebro, Sweden.ORCID https://orcid.org/0009-0008-6450-647X
David NestorDepartment of Laboratory Medicine, Clinical Microbiology Örebro University Hospital and Faculty of Medicine and Health at Örebro University, Örebro, Sweden.
Nilay PekerDepartment of Medical Microbiology and Infection Prevention, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Bhanu SinhaDepartment of Medical Microbiology and Infection Prevention, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Natacha CoutoDepartment of Medical Microbiology and Infection Prevention, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
John RossenDepartment of Medical Microbiology and Infection Prevention, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.ORCID https://orcid.org/0000-0002-7167-8623
Martin SundqvistDepartment of Laboratory Medicine, Clinical Microbiology Örebro University Hospital and Faculty of Medicine and Health at Örebro University, Örebro, Sweden.
Paula MöllingDepartment of Laboratory Medicine, Clinical Microbiology Örebro University Hospital and Faculty of Medicine and Health at Örebro University, Örebro, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Shotgun metagenomics offers a broad detection of pathogens for rapid blood stream infection of pathogens but struggles with often low numbers of pathogens combined with high levels of human background DNA in clinical samples. This study aimed to develop a shotgun metagenomics protocol using blood spiked with various bacteria and to assess bacterial DNA extraction efficiency with human DNA depletion. The Blood Pathogen Kit (Molzym) was used to extract DNA from EDTA-whole blood (WB) and plasma samples, using contrived blood specimens spiked with bacteria for shotgun metagenomics diagnostics via Oxford Nanopore sequencing and PCR-based library preparation. Results showed that bacterial reads were higher in WB than plasma. Differences for Staphylococcus aureus and Streptococcus pneumoniae were more pronounced compared to Escherichia coli. Plasma samples exhibited better method reproducibility, with more consistent droplet digital PCR results for human DNA. The study found that extraction was more efficient for Gram-positive bacteria than Gram-negative, suggesting that the human DNA depletion exerts a negative effect on Gram-negative bacteria. Overall, shotgun metagenomics needs further optimisation to improve bacterial DNA recovery and enhance pathogen detection sensitivity. This study highlights some critical steps in the methodology of shotgun metagenomic-based diagnosis of blood stream infections using Nanopore sequencing.

Indexed as

BacteremiaMetagenomicsNanopore SequencingBacteriaDNA, BacterialHumansPolymerase Chain ReactionReproducibility of ResultsDNA, Bacterial

Identifiers

PMID39807079
PMCPMC11730497

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Registered trials

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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.