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CoolBox: a flexible toolkit for visual analysis of genomics data

BACKGROUND: Data visualization, especially the genome track plots, is crucial for genomics researchers to discover patterns in large-scale sequencing dataset. Although existing tools works well for producing a normal view of the input data, they are not convenient when users want to create customize...

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Autores principales: Xu, Weize, Zhong, Quan, Lin, Da, Zuo, Ya, Dai, Jinxia, Li, Guoliang, Cao, Gang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8504052/
https://www.ncbi.nlm.nih.gov/pubmed/34629071
http://dx.doi.org/10.1186/s12859-021-04408-w
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author Xu, Weize
Zhong, Quan
Lin, Da
Zuo, Ya
Dai, Jinxia
Li, Guoliang
Cao, Gang
author_facet Xu, Weize
Zhong, Quan
Lin, Da
Zuo, Ya
Dai, Jinxia
Li, Guoliang
Cao, Gang
author_sort Xu, Weize
collection PubMed
description BACKGROUND: Data visualization, especially the genome track plots, is crucial for genomics researchers to discover patterns in large-scale sequencing dataset. Although existing tools works well for producing a normal view of the input data, they are not convenient when users want to create customized data representations. Such gap between the visualization and data processing, prevents the users to uncover more hidden structure of the dataset. RESULTS: We developed CoolBox—an open-source toolkit for visual analysis of genomics data. This user-friendly toolkit is highly compatible with the Python ecosystem and customizable with a well-designed user interface. It can be used in various visualization situations like a Swiss army knife. For example, to produce high-quality genome track plots or fetch commonly used genomic data files with a Python script or command line, to explore genomic data interactively within Jupyter environment or web browser. Moreover, owing to the highly extensible Application Programming Interface design, users can customize their own tracks without difficulty, which greatly facilitate analytical, comparative genomic data visualization tasks. CONCLUSIONS: CoolBox allows users to produce high-quality visualization plots and explore their data in a flexible, programmable and user-friendly way.
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spelling pubmed-85040522021-10-25 CoolBox: a flexible toolkit for visual analysis of genomics data Xu, Weize Zhong, Quan Lin, Da Zuo, Ya Dai, Jinxia Li, Guoliang Cao, Gang BMC Bioinformatics Software BACKGROUND: Data visualization, especially the genome track plots, is crucial for genomics researchers to discover patterns in large-scale sequencing dataset. Although existing tools works well for producing a normal view of the input data, they are not convenient when users want to create customized data representations. Such gap between the visualization and data processing, prevents the users to uncover more hidden structure of the dataset. RESULTS: We developed CoolBox—an open-source toolkit for visual analysis of genomics data. This user-friendly toolkit is highly compatible with the Python ecosystem and customizable with a well-designed user interface. It can be used in various visualization situations like a Swiss army knife. For example, to produce high-quality genome track plots or fetch commonly used genomic data files with a Python script or command line, to explore genomic data interactively within Jupyter environment or web browser. Moreover, owing to the highly extensible Application Programming Interface design, users can customize their own tracks without difficulty, which greatly facilitate analytical, comparative genomic data visualization tasks. CONCLUSIONS: CoolBox allows users to produce high-quality visualization plots and explore their data in a flexible, programmable and user-friendly way. BioMed Central 2021-10-10 /pmc/articles/PMC8504052/ /pubmed/34629071 http://dx.doi.org/10.1186/s12859-021-04408-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Software
Xu, Weize
Zhong, Quan
Lin, Da
Zuo, Ya
Dai, Jinxia
Li, Guoliang
Cao, Gang
CoolBox: a flexible toolkit for visual analysis of genomics data
title CoolBox: a flexible toolkit for visual analysis of genomics data
title_full CoolBox: a flexible toolkit for visual analysis of genomics data
title_fullStr CoolBox: a flexible toolkit for visual analysis of genomics data
title_full_unstemmed CoolBox: a flexible toolkit for visual analysis of genomics data
title_short CoolBox: a flexible toolkit for visual analysis of genomics data
title_sort coolbox: a flexible toolkit for visual analysis of genomics data
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8504052/
https://www.ncbi.nlm.nih.gov/pubmed/34629071
http://dx.doi.org/10.1186/s12859-021-04408-w
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