Elviz - exploration of metagenome assemblies with an interactive visualization tool

被引:0
|
作者
Cantor, Michael [1 ]
Nordberg, Henrik [1 ]
Smirnova, Tatyana [1 ]
Hess, Matthias [2 ]
Tringe, Susannah [1 ]
Dubchak, Inna [1 ]
机构
[1] Joint Genome Institute, Department of Energy, 2800 Mitchell Drive, Walnut Creek,CA,94598, United States
[2] University of California at Davis, One Shields Avenue, Davis,CA,95616-8521, United States
关键词
Metadata - Web browsers - Gene encoding - DNA sequences - Data visualization;
D O I
暂无
中图分类号
学科分类号
摘要
Background: Metagenomics, the sequencing of DNA collected from an entire microbial community, enables the study of natural microbial consortia in their native habitats. Metagenomics studies produce huge volumes of data, including both the sequences themselves and metadata describing their abundance, assembly, predicted functional characteristics and environmental parameters. The ability to explore these data visually is critically important to meaningful biological interpretation. Current genomics applications cannot effectively integrate sequence data, assembly metadata, and annotation to support both genome and community-level inquiry. Results: Elviz (Environmental Laboratory Visualization) is an interactive web-based tool for the visual exploration of assembled metagenomes and their complex metadata. Elviz allows scientists to navigate metagenome assemblies across multiple dimensions and scales, plotting parameters such as GC content, relative abundance, phylogenetic affiliation and assembled contig length. Furthermore Elviz enables interactive exploration using real-time plot navigation, search, filters, axis selection, and the ability to drill from a whole-community profile down to individual gene annotations. Thus scientists engage in a rapid feedback loop of visual pattern identification, hypothesis generation, and hypothesis testing. Conclusions: Compared to the current alternative of generating a succession of static figures, Elviz can greatly accelerate the speed of metagenome analysis. Elviz can be used to explore both user-submitted datasets and numerous metagenome studies publicly available at the Joint Genome Institute (JGI). Elviz is freely available at http://genome.jgi.doe.gov/vizand runs on most current web-browsers. © 2015 Cantor et al.; licensee BioMed Central.
引用
收藏
相关论文
共 50 条
  • [31] An interactive thought visualization tool for insomnia treatment
    Uyumaz, Begum Erten
    Hendrikx, Rosa
    Quaedackers, Laury
    Feijs, Loe
    Rama, Mili DoCampo
    Overeem, Sebastiaan
    Hu, Jun
    CENTERIS 2017 - INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS / PROJMAN 2017 - INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT / HCIST 2017 - INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERI, 2017, 121 : 314 - 321
  • [32] An interactive tool for visualization of spike train synchronization
    Terry, Kevin
    JOURNAL OF NEUROSCIENCE METHODS, 2010, 191 (01) : 145 - 148
  • [33] INTERACTIVE VISUALIZATION TOOL FOR TUMOR GROWTH SIMULATIONS
    Wcislo, Rafal
    BIOINFORMATICS 2011, 2011, : 270 - 273
  • [34] NVIS: an interactive visualization tool for neural networks
    Streeter, M
    Ward, M
    Alvarez, SA
    VISUAL DATA EXPLORATION AND ANALYSIS VIII, 2001, 4302 : 234 - 241
  • [35] FEMVIS - AN INTERACTIVE VISUALIZATION TOOL FOR MECHANICAL ANALYSIS
    BALA, GP
    IBM JOURNAL OF RESEARCH AND DEVELOPMENT, 1991, 35 (1-2) : 4 - 11
  • [36] Genewindow: an interactive tool for visualization of genomic variation
    Brian Staats
    Liqun Qi
    Michael Beerman
    Hugues Sicotte
    Laura A Burdett
    Bernice Packer
    Stephen J Chanock
    Meredith Yeager
    Nature Genetics, 2005, 37 : 109 - 110
  • [37] AN INTERACTIVE VISUALIZATION TOOL FOR LEARNING SORTING ALGORITHMS
    Kasthuriarachchi, K. T. S.
    EDULEARN15: 7TH INTERNATIONAL CONFERENCE ON EDUCATION AND NEW LEARNING TECHNOLOGIES, 2015, : 2678 - 2682
  • [38] Genewindow: an interactive tool for visualization of genomic variation
    Staats, B
    Qi, LQ
    Beerman, M
    Sicotte, H
    Burdett, LA
    Packer, B
    Chanock, SJ
    Yeager, M
    NATURE GENETICS, 2005, 37 (02) : 109 - 110
  • [39] Interactive Exploration of the In-Situ Visualization of a Magnetohydrodynamic Simulation
    Kageyama, Akira
    Sakamoto, Naohisa
    Miura, Hideaki
    Ohno, Nobuaki
    PLASMA AND FUSION RESEARCH, 2020, 15
  • [40] Interactive Music Genre Exploration with Visualization and Mood Control
    Liang, Yu
    Willemsen, Martijn C.
    IUI '21 - 26TH INTERNATIONAL CONFERENCE ON INTELLIGENT USER INTERFACES, 2021, : 175 - 185