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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...

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Detalles Bibliográficos
Autores principales: Junker, Astrid, Rohn, Hendrik, Schreiber, Falk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2012
Materias:
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.
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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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