Evidence map›Paper›PMID 33966074›Full record

ArticleGigaScience2021

BiSulfite Bolt: A bisulfite sequencing analysis platform.

Colin Farrell, Michael Thompson, Anela Tosevska, Adewale Oyetunde, Matteo Pellegrini

Abstract read
In one paragraph

Article in GigaScience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 56 papers.

0numbers the graph read from it
0cells of the map it votes in
56citing 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

56 citing papers in PubMed.

  1. Article
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  11. Dysregulated DNA Methylation inInternational journal of molecular sciences · 2025
    Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Frailty in lung transplant recipients is associated with anemia and telomere dysfunction but independent of epigenetic age.American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons · 2025
    Article
  17. SCoTCH-seq reveals that 5-hydroxymethylcytosine encodes regulatory information across DNA strands.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  18. Article
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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

5 authors.

Colin FarrellDepartment of Human Genetics, University of California, 695 Charles E Young Dr S, Los Angeles, CA 90095, USA.ORCID 0000-0002-3138-6108
Michael ThompsonDepartment of Molecular, Cell and Developmental Biology, University of California, 610 Charles E Young Dr S, Los Angeles, CA 90095, USA.ORCID 0000-0002-2914-1080
Anela TosevskaDepartment of Molecular, Cell and Developmental Biology, University of California, 610 Charles E Young Dr S, Los Angeles, CA 90095, USA.ORCID 0000-0002-0892-7068
Adewale OyetundeDepartment of Molecular, Cell and Developmental Biology, University of California, 610 Charles E Young Dr S, Los Angeles, CA 90095, USA.
Matteo PellegriniDepartment of Molecular, Cell and Developmental Biology, University of California, 610 Charles E Young Dr S, Los Angeles, CA 90095, USA.ORCID 0000-0001-9355-9564

Funding

Validation and optimization of epigenetic clocksU01AG060908 · NIA · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI RITZ, BEATE R. · 2018 to 2022
$3.4M
Biomedical Big Data Training GrantT32CA201160 · NCI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI PELLEGRINI, MATTEO · 2015 to 2015
$264k
NCI NIH HHS T32 CA201160NIA NIH HHS U01 AG060908
6 · The paper itself

Abstract

backgroundBisulfite sequencing is commonly used to measure DNA methylation. Processing bisulfite sequencing data is often challenging owing to the computational demands of mapping a low-complexity, asymmetrical library and the lack of a unified processing toolset to produce an analysis-ready methylation matrix from read alignments. To address these shortcomings, we have developed BiSulfite Bolt (BSBolt), a fast and scalable bisulfite sequencing analysis platform. BSBolt performs a pre-alignment sequencing read assessment step to improve efficiency when handling asymmetrical bisulfite sequencing libraries.

findingsWe evaluated BSBolt against simulated and real bisulfite sequencing libraries. We found that BSBolt provides accurate and fast bisulfite sequencing alignments and methylation calls. We also compared BSBolt to several existing bisulfite alignment tools and found BSBolt outperforms Bismark, BSSeeker2, BISCUIT, and BWA-Meth based on alignment accuracy and methylation calling accuracy.

conclusionBSBolt offers streamlined processing of bisulfite sequencing data through an integrated toolset that offers support for simulation, alignment, methylation calling, and data aggregation. BSBolt is implemented as a Python package and command line utility for flexibility when building informatics pipelines. BSBolt is available at https://github.com/NuttyLogic/BSBolt under an MIT license.

Indexed as

SoftwareSulfitesDNA MethylationHigh-Throughput Nucleotide SequencingSequence AlignmentSequence Analysis, DNAhydrogen sulfiteSulfites

Identifiers

PMID33966074
PMCPMC8106542

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.