Cargando…
PolyRound: polytope rounding for random sampling in metabolic networks
SUMMARY: Random flux sampling is a powerful tool for the constraint-based analysis of metabolic networks. The most efficient sampling method relies on a rounding transform of the constraint polytope, but no available rounding implementation can round all relevant models. By removing redundant polyto...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8723145/ https://www.ncbi.nlm.nih.gov/pubmed/34329395 http://dx.doi.org/10.1093/bioinformatics/btab552 |
_version_ | 1784625650353569792 |
---|---|
author | Theorell, Axel Jadebeck, Johann F Nöh, Katharina Stelling, Jörg |
author_facet | Theorell, Axel Jadebeck, Johann F Nöh, Katharina Stelling, Jörg |
author_sort | Theorell, Axel |
collection | PubMed |
description | SUMMARY: Random flux sampling is a powerful tool for the constraint-based analysis of metabolic networks. The most efficient sampling method relies on a rounding transform of the constraint polytope, but no available rounding implementation can round all relevant models. By removing redundant polytope constraints on the go, PolyRound simplifies the numerical problem and rounds all the 108 models in the BiGG database without parameter tuning, compared to ∼50% for the state-of-the-art implementation. AVAILABILITY AND IMPLEMENTATION: The implementation is available on gitlab: https://gitlab.com/csb.ethz/PolyRound. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. |
format | Online Article Text |
id | pubmed-8723145 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-87231452022-01-05 PolyRound: polytope rounding for random sampling in metabolic networks Theorell, Axel Jadebeck, Johann F Nöh, Katharina Stelling, Jörg Bioinformatics Applications Notes SUMMARY: Random flux sampling is a powerful tool for the constraint-based analysis of metabolic networks. The most efficient sampling method relies on a rounding transform of the constraint polytope, but no available rounding implementation can round all relevant models. By removing redundant polytope constraints on the go, PolyRound simplifies the numerical problem and rounds all the 108 models in the BiGG database without parameter tuning, compared to ∼50% for the state-of-the-art implementation. AVAILABILITY AND IMPLEMENTATION: The implementation is available on gitlab: https://gitlab.com/csb.ethz/PolyRound. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2021-07-30 /pmc/articles/PMC8723145/ /pubmed/34329395 http://dx.doi.org/10.1093/bioinformatics/btab552 Text en © The Author(s) 2021. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Applications Notes Theorell, Axel Jadebeck, Johann F Nöh, Katharina Stelling, Jörg PolyRound: polytope rounding for random sampling in metabolic networks |
title | PolyRound: polytope rounding for random sampling in metabolic networks |
title_full | PolyRound: polytope rounding for random sampling in metabolic networks |
title_fullStr | PolyRound: polytope rounding for random sampling in metabolic networks |
title_full_unstemmed | PolyRound: polytope rounding for random sampling in metabolic networks |
title_short | PolyRound: polytope rounding for random sampling in metabolic networks |
title_sort | polyround: polytope rounding for random sampling in metabolic networks |
topic | Applications Notes |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8723145/ https://www.ncbi.nlm.nih.gov/pubmed/34329395 http://dx.doi.org/10.1093/bioinformatics/btab552 |
work_keys_str_mv | AT theorellaxel polyroundpolytoperoundingforrandomsamplinginmetabolicnetworks AT jadebeckjohannf polyroundpolytoperoundingforrandomsamplinginmetabolicnetworks AT nohkatharina polyroundpolytoperoundingforrandomsamplinginmetabolicnetworks AT stellingjorg polyroundpolytoperoundingforrandomsamplinginmetabolicnetworks |