Literature DB >> 19925883

BING: biomedical informatics pipeline for Next Generation Sequencing.

Jeffrey Kriseman1, Christopher Busick, Szabolcs Szelinger, Valentin Dinu.   

Abstract

High throughput parallel genomic sequencing (Next Generation Sequencing, NGS) shifts the bottleneck in sequencing processes from experimental data production to computationally intensive informatics-based data analysis. This manuscript introduces a biomedical informatics pipeline (BING) for the analysis of NGS data that offers several novel computational approaches to 1. image alignment, 2. signal correlation, compensation, separation, and pixel-based cluster registration, 3. signal measurement and base calling, 4. quality control and accuracy measurement. These approaches address many of the informatics challenges, including image processing, computational performance, and accuracy. These new algorithms are benchmarked against the Illumina Genome Analysis Pipeline. BING is the one of the first software tools to perform pixel-based analysis of NGS data. When compared to the Illumina informatics tool, BING's pixel-based approach produces a significant increase in the number of sequence reads, while reducing the computational time per experiment and error rate (<2%). This approach has the potential of increasing the density and throughput of NGS technologies.

Mesh:

Year:  2009        PMID: 19925883     DOI: 10.1016/j.jbi.2009.11.003

Source DB:  PubMed          Journal:  J Biomed Inform        ISSN: 1532-0464            Impact factor:   6.317


  4 in total

1.  Current methodologies for translational bioinformatics.

Authors:  Yves A Lussier; Atul J Butte; Lawrence Hunter
Journal:  J Biomed Inform       Date:  2010-05-12       Impact factor: 6.317

2.  Reverse engineering biomolecular systems using -omic data: challenges, progress and opportunities.

Authors:  Chang F Quo; Chanchala Kaddi; John H Phan; Amin Zollanvari; Mingqing Xu; May D Wang; Gil Alterovitz
Journal:  Brief Bioinform       Date:  2012-07       Impact factor: 11.622

Review 3.  Base-calling for next-generation sequencing platforms.

Authors:  Christian Ledergerber; Christophe Dessimoz
Journal:  Brief Bioinform       Date:  2011-01-18       Impact factor: 11.622

Review 4.  The Grapevine and Wine Microbiome: Insights from High-Throughput Amplicon Sequencing.

Authors:  Horatio H Morgan; Maret du Toit; Mathabatha E Setati
Journal:  Front Microbiol       Date:  2017-05-11       Impact factor: 5.640

  4 in total

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