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mfapy: An open-source Python package for (13)C-based metabolic flux analysis
(13)C-based metabolic flux analysis ((13)C-MFA) is an essential tool for estimating intracellular metabolic flux levels in metabolic engineering and biology. In (13)C-MFA, a metabolic flux distribution that explains the observed isotope labeling data was computationally estimated using a non-linear...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8322459/ https://www.ncbi.nlm.nih.gov/pubmed/34354925 http://dx.doi.org/10.1016/j.mec.2021.e00177 |
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author | Matsuda, Fumio Maeda, Kousuke Taniguchi, Takeo Kondo, Yuya Yatabe, Futa Okahashi, Nobuyuki Shimizu, Hiroshi |
author_facet | Matsuda, Fumio Maeda, Kousuke Taniguchi, Takeo Kondo, Yuya Yatabe, Futa Okahashi, Nobuyuki Shimizu, Hiroshi |
author_sort | Matsuda, Fumio |
collection | PubMed |
description | (13)C-based metabolic flux analysis ((13)C-MFA) is an essential tool for estimating intracellular metabolic flux levels in metabolic engineering and biology. In (13)C-MFA, a metabolic flux distribution that explains the observed isotope labeling data was computationally estimated using a non-linear optimization method. Herein, we report the development of mfapy, an open-source Python package developed for more flexibility and extensibility for (13)C-MFA. mfapy compels users to write a customized Python code by describing each step in the data analysis procedures of the isotope labeling experiments. The flexibility and extensibility provided by mfapy can support trial-and-error performance in the routine estimation of metabolic flux distributions, experimental design by computer simulations of (13)C-MFA experiments, and development of new data analysis techniques for stable isotope labeling experiments. mfapy is available to the public from the Github repository (https://github.com/fumiomatsuda/mfapy). |
format | Online Article Text |
id | pubmed-8322459 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-83224592021-08-04 mfapy: An open-source Python package for (13)C-based metabolic flux analysis Matsuda, Fumio Maeda, Kousuke Taniguchi, Takeo Kondo, Yuya Yatabe, Futa Okahashi, Nobuyuki Shimizu, Hiroshi Metab Eng Commun Full Length Article (13)C-based metabolic flux analysis ((13)C-MFA) is an essential tool for estimating intracellular metabolic flux levels in metabolic engineering and biology. In (13)C-MFA, a metabolic flux distribution that explains the observed isotope labeling data was computationally estimated using a non-linear optimization method. Herein, we report the development of mfapy, an open-source Python package developed for more flexibility and extensibility for (13)C-MFA. mfapy compels users to write a customized Python code by describing each step in the data analysis procedures of the isotope labeling experiments. The flexibility and extensibility provided by mfapy can support trial-and-error performance in the routine estimation of metabolic flux distributions, experimental design by computer simulations of (13)C-MFA experiments, and development of new data analysis techniques for stable isotope labeling experiments. mfapy is available to the public from the Github repository (https://github.com/fumiomatsuda/mfapy). Elsevier 2021-07-17 /pmc/articles/PMC8322459/ /pubmed/34354925 http://dx.doi.org/10.1016/j.mec.2021.e00177 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Full Length Article Matsuda, Fumio Maeda, Kousuke Taniguchi, Takeo Kondo, Yuya Yatabe, Futa Okahashi, Nobuyuki Shimizu, Hiroshi mfapy: An open-source Python package for (13)C-based metabolic flux analysis |
title | mfapy: An open-source Python package for (13)C-based metabolic flux analysis |
title_full | mfapy: An open-source Python package for (13)C-based metabolic flux analysis |
title_fullStr | mfapy: An open-source Python package for (13)C-based metabolic flux analysis |
title_full_unstemmed | mfapy: An open-source Python package for (13)C-based metabolic flux analysis |
title_short | mfapy: An open-source Python package for (13)C-based metabolic flux analysis |
title_sort | mfapy: an open-source python package for (13)c-based metabolic flux analysis |
topic | Full Length Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8322459/ https://www.ncbi.nlm.nih.gov/pubmed/34354925 http://dx.doi.org/10.1016/j.mec.2021.e00177 |
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