ToxPi Graphical User Interface 2.0: Dynamic exploration, visualization, and sharing of integrated data models

Abstract Background Drawing integrated conclusions from diverse source data requires synthesis across multiple types of information. The ToxPi (Toxicological Prioritization Index) is an analytical framework that was developed to enable integration of multiple sources of evidence by transforming data...

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Main Authors: Skylar W. Marvel, Kimberly To, Fabian A. Grimm, Fred A. Wright, Ivan Rusyn, David M. Reif
Format: Article
Language:English
Published: BMC 2018-03-01
Series:BMC Bioinformatics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12859-018-2089-2
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spelling doaj-a5bfa32da8184cf6bca69fcf03db1cc42020-11-24T22:20:08ZengBMCBMC Bioinformatics1471-21052018-03-011911710.1186/s12859-018-2089-2ToxPi Graphical User Interface 2.0: Dynamic exploration, visualization, and sharing of integrated data modelsSkylar W. Marvel0Kimberly To1Fabian A. Grimm2Fred A. Wright3Ivan Rusyn4David M. Reif5Bioinformatics Research Center, Center for Human Health and the Environment, Department of Biological Sciences, North Carolina State UniversityBioinformatics Research Center, Center for Human Health and the Environment, Department of Biological Sciences, North Carolina State UniversityDepartment of Veterinary Integrative Biosciences, Texas A&M UniversityBioinformatics Research Center, Center for Human Health and the Environment, Department of Biological Sciences, North Carolina State UniversityDepartment of Veterinary Integrative Biosciences, Texas A&M UniversityBioinformatics Research Center, Center for Human Health and the Environment, Department of Biological Sciences, North Carolina State UniversityAbstract Background Drawing integrated conclusions from diverse source data requires synthesis across multiple types of information. The ToxPi (Toxicological Prioritization Index) is an analytical framework that was developed to enable integration of multiple sources of evidence by transforming data into integrated, visual profiles. Methodological improvements have advanced ToxPi and expanded its applicability, necessitating a new, consolidated software platform to provide functionality, while preserving flexibility for future updates. Results We detail the implementation of a new graphical user interface for ToxPi (Toxicological Prioritization Index) that provides interactive visualization, analysis, reporting, and portability. The interface is deployed as a stand-alone, platform-independent Java application, with a modular design to accommodate inclusion of future analytics. The new ToxPi interface introduces several features, from flexible data import formats (including legacy formats that permit backward compatibility) to similarity-based clustering to options for high-resolution graphical output. Conclusions We present the new ToxPi interface for dynamic exploration, visualization, and sharing of integrated data models. The ToxPi interface is freely-available as a single compressed download that includes the main Java executable, all libraries, example data files, and a complete user manual from http://toxpi.org.http://link.springer.com/article/10.1186/s12859-018-2089-2Visual analyticsSoftware; systems biologyRisk assessmentData integrationGraphical user interface
collection DOAJ
language English
format Article
sources DOAJ
author Skylar W. Marvel
Kimberly To
Fabian A. Grimm
Fred A. Wright
Ivan Rusyn
David M. Reif
spellingShingle Skylar W. Marvel
Kimberly To
Fabian A. Grimm
Fred A. Wright
Ivan Rusyn
David M. Reif
ToxPi Graphical User Interface 2.0: Dynamic exploration, visualization, and sharing of integrated data models
BMC Bioinformatics
Visual analytics
Software; systems biology
Risk assessment
Data integration
Graphical user interface
author_facet Skylar W. Marvel
Kimberly To
Fabian A. Grimm
Fred A. Wright
Ivan Rusyn
David M. Reif
author_sort Skylar W. Marvel
title ToxPi Graphical User Interface 2.0: Dynamic exploration, visualization, and sharing of integrated data models
title_short ToxPi Graphical User Interface 2.0: Dynamic exploration, visualization, and sharing of integrated data models
title_full ToxPi Graphical User Interface 2.0: Dynamic exploration, visualization, and sharing of integrated data models
title_fullStr ToxPi Graphical User Interface 2.0: Dynamic exploration, visualization, and sharing of integrated data models
title_full_unstemmed ToxPi Graphical User Interface 2.0: Dynamic exploration, visualization, and sharing of integrated data models
title_sort toxpi graphical user interface 2.0: dynamic exploration, visualization, and sharing of integrated data models
publisher BMC
series BMC Bioinformatics
issn 1471-2105
publishDate 2018-03-01
description Abstract Background Drawing integrated conclusions from diverse source data requires synthesis across multiple types of information. The ToxPi (Toxicological Prioritization Index) is an analytical framework that was developed to enable integration of multiple sources of evidence by transforming data into integrated, visual profiles. Methodological improvements have advanced ToxPi and expanded its applicability, necessitating a new, consolidated software platform to provide functionality, while preserving flexibility for future updates. Results We detail the implementation of a new graphical user interface for ToxPi (Toxicological Prioritization Index) that provides interactive visualization, analysis, reporting, and portability. The interface is deployed as a stand-alone, platform-independent Java application, with a modular design to accommodate inclusion of future analytics. The new ToxPi interface introduces several features, from flexible data import formats (including legacy formats that permit backward compatibility) to similarity-based clustering to options for high-resolution graphical output. Conclusions We present the new ToxPi interface for dynamic exploration, visualization, and sharing of integrated data models. The ToxPi interface is freely-available as a single compressed download that includes the main Java executable, all libraries, example data files, and a complete user manual from http://toxpi.org.
topic Visual analytics
Software; systems biology
Risk assessment
Data integration
Graphical user interface
url http://link.springer.com/article/10.1186/s12859-018-2089-2
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