Evidence map›Paper›PMID 41331261›Full record

ArticleScientific data2025

A whole-genome sequencing dataset of nanopore raw signals for bacterial genotyping and methylation analysis.

Johanna Dabernig-Heinz, Valentina Galeone, Somayyeh Sedaghatjoo, Ivo Steinmetz, Christian Kohler, Martin Hölzer, Gabriel E Wagner

Abstract readDataset
In one paragraph

Article in Scientific data, 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. 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

7 authors.

Johanna Dabernig-Heinz *Diagnostic and Research Institute of Hygiene, Microbiology and Environmental Medicine, Medical University of Graz, Neue Stiftingtalstraße 6, 8010, Graz, Austria.ORCID 0009-0007-2800-3659
Valentina Galeone *Genome Competence Center (MF1), Robert Koch Institute, Nordufer 20, 13353, Berlin, Germany.
Somayyeh SedaghatjooGenome Competence Center (MF1), Robert Koch Institute, Nordufer 20, 13353, Berlin, Germany.ORCID 0009-0009-4964-4468
Ivo SteinmetzDiagnostic and Research Institute of Hygiene, Microbiology and Environmental Medicine, Medical University of Graz, Neue Stiftingtalstraße 6, 8010, Graz, Austria.
Christian KohlerFriedrich Loeffler Institute for Medical Microbiology, F.-Sauerbruch-Str., 17475, Greifswald, Germany.
Martin HölzerGenome Competence Center (MF1), Robert Koch Institute, Nordufer 20, 13353, Berlin, Germany. HoelzerM@rki.de.
Gabriel E WagnerDiagnostic and Research Institute of Hygiene, Microbiology and Environmental Medicine, Medical University of Graz, Neue Stiftingtalstraße 6, 8010, Graz, Austria. gabriel.wagner-lichtenegger@medunigraz.at.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This dataset comprises raw signal data from a multicenter study evaluating the accuracy of bacterial whole-genome genotyping using Oxford Nanopore long-read sequencing. The raw data comprises 79 isolates across six bacterial species, including 12 triplicates from three different laboratories (totalling ~1.4 TB of data). Sequencing was conducted on the latest R10.4.1 flow cells with V14 chemistry, producing on average 16 gigabases per flow cell. The generated raw ion current signals retain information beyond nucleotide sequences, supporting in-depth reanalysis for nucleotide modifications, resistance genes, and bacterial strain differentiation. The dataset enables re-basecalling with future models to keep up with the newest developments, e.g. to mitigate methylation-based calling errors, enhancing the reliability of SNP profiling and cgMLST analyses crucial for genomic surveillance. By sharing this raw signal data, accompanied by additional phenotypic resistance-data and an extensive quality control pipeline, we aim to advance reproducibility, support error correction studies and the continued development of bioinformatics tools, and encourage sharing raw data for broader genomic and epigenetic investigations as general best practice.

Indexed as

BacteriaDNA MethylationGenome, BacterialWhole Genome SequencingGenotypeNanoporesNanopore Sequencing

Identifiers

PMID41331261
PMCPMC12675498

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.