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Escher-Trace: a web application for pathway-based visualization of stable isotope tracing data
BACKGROUND: Stable isotope tracing has become an invaluable tool for probing the metabolism of biological systems. However, data analysis and visualization from metabolic tracing studies often involve multiple software packages and lack pathway architecture. A deep understanding of the metabolic con...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7350651/ https://www.ncbi.nlm.nih.gov/pubmed/32650717 http://dx.doi.org/10.1186/s12859-020-03632-0 |
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author | Kumar, Avi Mitchener, Jack King, Zachary A. Metallo, Christian M. |
author_facet | Kumar, Avi Mitchener, Jack King, Zachary A. Metallo, Christian M. |
author_sort | Kumar, Avi |
collection | PubMed |
description | BACKGROUND: Stable isotope tracing has become an invaluable tool for probing the metabolism of biological systems. However, data analysis and visualization from metabolic tracing studies often involve multiple software packages and lack pathway architecture. A deep understanding of the metabolic contexts from such datasets is required for biological interpretation. Currently, there is no single software package that allows researchers to analyze and integrate stable isotope tracing data into annotated or custom-built metabolic networks. RESULTS: We built a standalone web-based software, Escher-Trace, for analyzing tracing data and communicating results. Escher-Trace allows users to upload baseline corrected mass spectrometer (MS) tracing data and correct for natural isotope abundance, generate publication quality graphs of metabolite labeling, and present data in the context of annotated metabolic pathways. Here we provide a detailed walk-through of how to incorporate and visualize (13)C metabolic tracing data into the Escher-Trace platform. CONCLUSIONS: Escher-Trace is an open-source software for analysis and interpretation of stable isotope tracing data and is available at https://escher-trace.github.io/. |
format | Online Article Text |
id | pubmed-7350651 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-73506512020-07-14 Escher-Trace: a web application for pathway-based visualization of stable isotope tracing data Kumar, Avi Mitchener, Jack King, Zachary A. Metallo, Christian M. BMC Bioinformatics Software BACKGROUND: Stable isotope tracing has become an invaluable tool for probing the metabolism of biological systems. However, data analysis and visualization from metabolic tracing studies often involve multiple software packages and lack pathway architecture. A deep understanding of the metabolic contexts from such datasets is required for biological interpretation. Currently, there is no single software package that allows researchers to analyze and integrate stable isotope tracing data into annotated or custom-built metabolic networks. RESULTS: We built a standalone web-based software, Escher-Trace, for analyzing tracing data and communicating results. Escher-Trace allows users to upload baseline corrected mass spectrometer (MS) tracing data and correct for natural isotope abundance, generate publication quality graphs of metabolite labeling, and present data in the context of annotated metabolic pathways. Here we provide a detailed walk-through of how to incorporate and visualize (13)C metabolic tracing data into the Escher-Trace platform. CONCLUSIONS: Escher-Trace is an open-source software for analysis and interpretation of stable isotope tracing data and is available at https://escher-trace.github.io/. BioMed Central 2020-07-10 /pmc/articles/PMC7350651/ /pubmed/32650717 http://dx.doi.org/10.1186/s12859-020-03632-0 Text en © The Author(s) 2020 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/. The Creative Commons Public Domain Dedication waiver (http://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 Kumar, Avi Mitchener, Jack King, Zachary A. Metallo, Christian M. Escher-Trace: a web application for pathway-based visualization of stable isotope tracing data |
title | Escher-Trace: a web application for pathway-based visualization of stable isotope tracing data |
title_full | Escher-Trace: a web application for pathway-based visualization of stable isotope tracing data |
title_fullStr | Escher-Trace: a web application for pathway-based visualization of stable isotope tracing data |
title_full_unstemmed | Escher-Trace: a web application for pathway-based visualization of stable isotope tracing data |
title_short | Escher-Trace: a web application for pathway-based visualization of stable isotope tracing data |
title_sort | escher-trace: a web application for pathway-based visualization of stable isotope tracing data |
topic | Software |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7350651/ https://www.ncbi.nlm.nih.gov/pubmed/32650717 http://dx.doi.org/10.1186/s12859-020-03632-0 |
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