ArticleBMC bioinformatics2014
Bison: bisulfite alignment on nodes of a cluster.
Article in BMC bioinformatics, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Exploring DNA methylation profiles in the pathogenesis of human osteoporosis via whole-genome bisulfite sequencing.PloS one · 2026Article
- Pipeline Olympics: continuable benchmarking of computational workflows for DNA methylation sequencing data against an experimental gold standard.Nucleic acids research · 2025Article
- Clinical significance of peripheral blood DDR1 and CtBP gene methylation detection in patients with acute pancreatitis.Epigenetics · 2024Article
- HBCR_DMR: A Hybrid Method Based on Beta-Binomial Bayesian Hierarchical Model and Combination of Ranking Method to Detect Differential Methylation Regions in Bisulfite Sequencing Data.Journal of personalized medicine · 2024Article
- Lycium barbarum polysaccharide modulates gut microbiota to alleviate rheumatoid arthritis in a rat model.NPJ science of food · 2022Article
- Admixture of divergent genomes facilitates hybridization across species in the family Brassicaceae.The New phytologist · 2022Article
- BiSpark: a Spark-based highly scalable aligner for bisulfite sequencing data.BMC bioinformatics · 2018Article
- Epigenetic control of gene regulation during development and disease: A view from the retina.Progress in retinal and eye research · 2018Review
- Genetic-epigenetic interactions in cis: a major focus in the post-GWAS era.Genome biology · 2017Review
Corrections and comments
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDNA methylation changes are associated with a wide array of biological processes. Bisulfite conversion of DNA followed by high-throughput sequencing is increasingly being used to assess genome-wide methylation at single-base resolution. The relative slowness of most commonly used aligners for processing such data introduces an unnecessarily long delay between receipt of raw data and statistical analysis. While this process can be sped-up by using computer clusters, current tools are not designed with them in mind and end-users must create such implementations themselves.
resultsHere, we present a novel BS-seq aligner, Bison, which exploits multiple nodes of a computer cluster to speed up this process and also has increased accuracy. Bison is accompanied by a variety of helper programs and scripts to ease, as much as possible, the process of quality control and preparing results for statistical analysis by a variety of popular R packages. Bison is also accompanied by bison_herd, a variant of Bison with the same output but that can scale to a semi-arbitrary number of nodes, with concomitant increased demands on the underlying message passing interface implementation.
conclusionsBison is a new bisulfite-converted short-read aligner providing end users easier scalability for performance gains, more accurate alignments, and a convenient pathway for quality controlling alignments and converting methylation calls into a form appropriate for statistical analysis. Bison and the more scalable bison_herd are natively able to utilize multiple nodes of a computer cluster simultaneously and serve to simplify to the process of creating analysis pipelines.
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