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IsoProt: A Complete and Reproducible Workflow To Analyze iTRAQ/TMT Experiments
[Image: see text] Reproducibility has become a major concern in biomedical research. In proteomics, bioinformatic workflows can quickly consist of multiple software tools each with its own set of parameters. Their usage involves the definition of often hundreds of parameters as well as data operatio...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical
Society
2019
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6456869/ https://www.ncbi.nlm.nih.gov/pubmed/30855969 http://dx.doi.org/10.1021/acs.jproteome.8b00968 |
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author | Griss, Johannes Vinterhalter, Goran Schwämmle, Veit |
author_facet | Griss, Johannes Vinterhalter, Goran Schwämmle, Veit |
author_sort | Griss, Johannes |
collection | PubMed |
description | [Image: see text] Reproducibility has become a major concern in biomedical research. In proteomics, bioinformatic workflows can quickly consist of multiple software tools each with its own set of parameters. Their usage involves the definition of often hundreds of parameters as well as data operations to ensure tool interoperability. Hence, a manuscript’s methods section is often insufficient to completely describe and reproduce a data analysis workflow. Here we present IsoProt: A complete and reproducible bioinformatic workflow deployed on a portable container environment to analyze data from isobarically labeled, quantitative proteomics experiments. The workflow uses only open source tools and provides a user-friendly and interactive browser interface to configure and execute the different operations. Once the workflow is executed, the results including the R code to perform statistical analyses can be downloaded as an HTML document providing a complete record of the performed analyses. IsoProt therefore represents a reproducible bioinformatics workflow that will yield identical results on any computer platform. |
format | Online Article Text |
id | pubmed-6456869 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | American Chemical
Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-64568692019-04-11 IsoProt: A Complete and Reproducible Workflow To Analyze iTRAQ/TMT Experiments Griss, Johannes Vinterhalter, Goran Schwämmle, Veit J Proteome Res [Image: see text] Reproducibility has become a major concern in biomedical research. In proteomics, bioinformatic workflows can quickly consist of multiple software tools each with its own set of parameters. Their usage involves the definition of often hundreds of parameters as well as data operations to ensure tool interoperability. Hence, a manuscript’s methods section is often insufficient to completely describe and reproduce a data analysis workflow. Here we present IsoProt: A complete and reproducible bioinformatic workflow deployed on a portable container environment to analyze data from isobarically labeled, quantitative proteomics experiments. The workflow uses only open source tools and provides a user-friendly and interactive browser interface to configure and execute the different operations. Once the workflow is executed, the results including the R code to perform statistical analyses can be downloaded as an HTML document providing a complete record of the performed analyses. IsoProt therefore represents a reproducible bioinformatics workflow that will yield identical results on any computer platform. American Chemical Society 2019-03-11 2019-04-05 /pmc/articles/PMC6456869/ /pubmed/30855969 http://dx.doi.org/10.1021/acs.jproteome.8b00968 Text en Copyright © 2019 American Chemical Society This is an open access article published under a Creative Commons Attribution (CC-BY) License (http://pubs.acs.org/page/policy/authorchoice_ccby_termsofuse.html) , which permits unrestricted use, distribution and reproduction in any medium, provided the author and source are cited. |
spellingShingle | Griss, Johannes Vinterhalter, Goran Schwämmle, Veit IsoProt: A Complete and Reproducible Workflow To Analyze iTRAQ/TMT Experiments |
title | IsoProt: A Complete
and Reproducible Workflow To Analyze
iTRAQ/TMT Experiments |
title_full | IsoProt: A Complete
and Reproducible Workflow To Analyze
iTRAQ/TMT Experiments |
title_fullStr | IsoProt: A Complete
and Reproducible Workflow To Analyze
iTRAQ/TMT Experiments |
title_full_unstemmed | IsoProt: A Complete
and Reproducible Workflow To Analyze
iTRAQ/TMT Experiments |
title_short | IsoProt: A Complete
and Reproducible Workflow To Analyze
iTRAQ/TMT Experiments |
title_sort | isoprot: a complete
and reproducible workflow to analyze
itraq/tmt experiments |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6456869/ https://www.ncbi.nlm.nih.gov/pubmed/30855969 http://dx.doi.org/10.1021/acs.jproteome.8b00968 |
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