Cited by 326Genomics and Phylogenetic StudiesNanopore and Nanochannel Transport StudiesGenetics, Bioinformatics, and Biomedical Research

BulkVis: a graphical viewer for Oxford nanopore bulk FAST5 files

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Alexander Payne, Nadine Holmes, Vardhman K. Rakyan, Matthew Loose·2018·Bioinformatics

Published version of a preprint

Abstract

Motivation: The Oxford Nanopore Technologies (ONT) MinION is used for sequencing a wide variety of sample types with diverse methods of sample extraction. Nanopore sequencers output FAST5 files containing signal data subsequently base called to FASTQ format. Optionally, ONT devices can collect data from all sequencing channels simultaneously in a bulk FAST5 file enabling inspection of signal in any channel at any point. We sought to visualize this signal to inspect challenging or difficult to sequence samples. Results: The BulkVis tool can load a bulk FAST5 file and overlays MinKNOW (the software that controls ONT sequencers) classifications on the signal trace and can show mappings to a reference. Users can navigate to a channel and time or, given a FASTQ header from a read, jump to its specific position. BulkVis can export regions as Nanopore base caller compatible reads. Using BulkVis, we find long reads can be incorrectly divided by MinKNOW resulting in single DNA molecules being split into two or more reads. The longest seen to date is 2 272 580 bases in length and reported in eleven consecutive reads. We provide helper scripts that identify and reconstruct split reads given a sequencing summary file and alignment to a reference. We note that incorrect read splitting appears to vary according to input sample type and is more common in ’ultra-long’ read preparations. Availability and implementation: The software is available freely under an MIT license at https://github.com/LooseLab/bulkvis. Supplementary information: Supplementary data are available at Bioinformatics online.

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  • Long-read techniques such as PacBio and Nanopore can generate reads up to 2 Mb.

    “Long-read techniques, such as PacBio and Nanopore, can generate reads up to 2 Mb7, but they are prone to errors, including frequent indels, which can lead to artefacts in long-read-only assemblies6.”

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Authors
Payne, A., Holmes, N., Rakyan, V. K., & Loose, M.
Affiliations
  • University of Nottingham (GB)
  • Queen Mary University of London (GB)
Corresponding author
Matthew Loose
Venue
Bioinformatics
Published
2018-11-20
Volume
35
Issue
13
Pages
2193-2198
ISSN
  • 1367-4803 (ISSN-L)
  • 1367-4811
OpenAlex
W2901438556
Cited by
326
References
1
Citations by year
2026: 17 · 2025: 35 · 2024: 42 · 2023: 43 · 2022: 49 · 2021: 43 · 2020: 42 · 2019: 46 · 2018: 9
FWCI
12.31
Type
journal article
Language
en
Open access
Locations
  • Bioinformatics (publishedVersion, cc-by)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Repository@Nottingham (University of Nottingham) (publishedVersion, other-oa)
  • Repository@Nottingham (University of Nottingham) (submittedVersion, cc-by)
Funders
  • Wellcome Trust (204843/Z/16/Z)
  • Biotechnology and Biological Sciences Research Council (BB/N017099/1, BB/M020061/1, BB/M008770/1, 1949454)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Phylogenetic Studies
  • Physical Sciences › Engineering › Biomedical Engineering › Nanopore and Nanochannel Transport Studies
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genetics, Bioinformatics, and Biomedical Research
Keywords
Oxford Nanopore MinION, signal visualization, long-read sequencing, reference alignment
MeSH terms
DNA, Software, Sequence Analysis, DNA, Nanopores, High-Throughput Nucleotide Sequencing

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