Evidence map›Paper›PMID 41222256›Full record

ArticlemSystems2025

A comparison of short- and long-read whole-genome sequencing for microbial pathogen epidemiology.

Andrea M Schiffer, Arafat Rahman, Wendy Sutton, Melodie L Putnam, Alexandra J Weisberg

Abstract readComparative Study
In one paragraph

Article in mSystems, 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. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Andrea M SchifferDepartment of Botany and Plant Pathology, Oregon State University, Corvallis, Oregon, USA.ORCID 0009-0008-7372-9616
Arafat RahmanDepartment of Botany and Plant Pathology, Oregon State University, Corvallis, Oregon, USA.ORCID 0000-0003-4222-9615
Wendy SuttonDepartment of Botany and Plant Pathology, Oregon State University, Corvallis, Oregon, USA.
Melodie L PutnamDepartment of Botany and Plant Pathology, Oregon State University, Corvallis, Oregon, USA.
Alexandra J WeisbergDepartment of Botany and Plant Pathology, Oregon State University, Corvallis, Oregon, USA.ORCID 0000-0002-0045-1368

Funding

Uncovering the rules governing mobile genetic element spreadR35GM160469 · NIGMS · OREGON STATE UNIVERSITY · PI Alexandra J Weisberg · 2025 to 2026
$817k
National Institute of Food and Agriculture SA 18-4060-41NIGMS NIH HHS 1R35GM160469NIGMS NIH HHS R35 GM160469
6 · The paper itself

Abstract

Whole-genome sequencing provides the highest resolution for characterizing pathogen evolution, epidemiology, and diagnostics. Genome assemblies contain information on the identity and potential phenotypes of a pathogen. Likewise, variant calling can inform on transmission patterns and evolutionary relationships. Recent improvements in Oxford Nanopore long-read sequencing have made its use attractive for genomic epidemiology. However, the accuracy and optimal strategy for analysis of Nanopore reads remain to be determined. We compared the use of Illumina short reads and Oxford Nanopore long reads for genome assembly and variant calling of phytopathogenic bacteria. We generated short- and long-read data sets for diverse phytopathogenic IMPORTANCE: Genome assembly and variant calling are important steps in microbial population studies and epidemiology. Most variant calling and genotyping pipelines are designed for Illumina short sequencing reads. Oxford Nanopore Technology long-read sequencing results in more complete genome assemblies but has historically been of lower quality. Here, we show that Nanopore long reads are now of sufficient quality for bacterial whole-genome assembly and epidemiology. We benchmarked the accuracy of multiple variant calling pipelines with short and long reads. Using an optimized variant calling approach, variant calls and genotypes inferred from long reads are as accurate as those inferred from short reads. Importantly, we found that gold-standard variant calling pipelines designed for short reads are also accurate with long reads when long reads are first fragmented into shorter sequences. This finding allows researchers to incorporate the advantages of Nanopore sequencing for genome assembly while maintaining high accuracy in epidemiology and population analyses.

Indexed as

Genome, BacterialWhole Genome SequencingGenotypeHigh-Throughput Nucleotide SequencingNanopore Sequencingepidemiologygenome assemblygenotypingnanoporevariant calling

Identifiers

PMID41222256
PMCPMC12710330

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.