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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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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. |
format | Online Article Text |
id | pubmed-8504052 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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