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Visual Analysis of Transcriptome Data in the Context of Anatomical Structures and Biological Networks
The complexity and temporal as well as spatial resolution of transcriptome datasets is constantly increasing due to extensive technological developments. Here we present methods for advanced visualization and intuitive exploration of transcriptomics data as necessary prerequisites in order to facili...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2012
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3498740/ https://www.ncbi.nlm.nih.gov/pubmed/23162564 http://dx.doi.org/10.3389/fpls.2012.00252 |
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author | Junker, Astrid Rohn, Hendrik Schreiber, Falk |
author_facet | Junker, Astrid Rohn, Hendrik Schreiber, Falk |
author_sort | Junker, Astrid |
collection | PubMed |
description | The complexity and temporal as well as spatial resolution of transcriptome datasets is constantly increasing due to extensive technological developments. Here we present methods for advanced visualization and intuitive exploration of transcriptomics data as necessary prerequisites in order to facilitate the gain of biological knowledge. Color-coding of structural images based on the expression level enables a fast visual data analysis in the background of the examined biological system. The network-based exploration of these visualizations allows for comparative analysis of genes with specific transcript patterns and supports the extraction of functional relationships even from large datasets. In order to illustrate the presented methods, the tool HIVE was applied for visualization and exploration of database-retrieved expression data for master regulators of Arabidopsis thaliana flower and seed development in the context of corresponding tissue-specific regulatory networks. |
format | Online Article Text |
id | pubmed-3498740 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-34987402012-11-16 Visual Analysis of Transcriptome Data in the Context of Anatomical Structures and Biological Networks Junker, Astrid Rohn, Hendrik Schreiber, Falk Front Plant Sci Plant Science The complexity and temporal as well as spatial resolution of transcriptome datasets is constantly increasing due to extensive technological developments. Here we present methods for advanced visualization and intuitive exploration of transcriptomics data as necessary prerequisites in order to facilitate the gain of biological knowledge. Color-coding of structural images based on the expression level enables a fast visual data analysis in the background of the examined biological system. The network-based exploration of these visualizations allows for comparative analysis of genes with specific transcript patterns and supports the extraction of functional relationships even from large datasets. In order to illustrate the presented methods, the tool HIVE was applied for visualization and exploration of database-retrieved expression data for master regulators of Arabidopsis thaliana flower and seed development in the context of corresponding tissue-specific regulatory networks. Frontiers Media S.A. 2012-11-15 /pmc/articles/PMC3498740/ /pubmed/23162564 http://dx.doi.org/10.3389/fpls.2012.00252 Text en Copyright © 2012 Junker, Rohn and Schreiber. http://www.frontiersin.org/licenseagreement This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and subject to any copyright notices concerning any third-party graphics etc. |
spellingShingle | Plant Science Junker, Astrid Rohn, Hendrik Schreiber, Falk Visual Analysis of Transcriptome Data in the Context of Anatomical Structures and Biological Networks |
title | Visual Analysis of Transcriptome Data in the Context of Anatomical Structures and Biological Networks |
title_full | Visual Analysis of Transcriptome Data in the Context of Anatomical Structures and Biological Networks |
title_fullStr | Visual Analysis of Transcriptome Data in the Context of Anatomical Structures and Biological Networks |
title_full_unstemmed | Visual Analysis of Transcriptome Data in the Context of Anatomical Structures and Biological Networks |
title_short | Visual Analysis of Transcriptome Data in the Context of Anatomical Structures and Biological Networks |
title_sort | visual analysis of transcriptome data in the context of anatomical structures and biological networks |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3498740/ https://www.ncbi.nlm.nih.gov/pubmed/23162564 http://dx.doi.org/10.3389/fpls.2012.00252 |
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