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Pichia pastoris growth—coupled heme biosynthesis analysis using metabolic modelling
Soy leghemoglobin is one of the most important and key ingredients in plant-based meat substitutes that can imitate the colour and flavour of the meat. To improve the high-yield production of leghemoglobin protein and its main component—heme in the yeast Pichia pastoris, glycerol and methanol cultiv...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516909/ https://www.ncbi.nlm.nih.gov/pubmed/37739976 http://dx.doi.org/10.1038/s41598-023-42865-w |
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author | Pentjuss, Agris Bolmanis, Emils Suleiko, Anastasija Didrihsone, Elina Suleiko, Arturs Dubencovs, Konstantins Liepins, Janis Kazaks, Andris Vanags, Juris |
author_facet | Pentjuss, Agris Bolmanis, Emils Suleiko, Anastasija Didrihsone, Elina Suleiko, Arturs Dubencovs, Konstantins Liepins, Janis Kazaks, Andris Vanags, Juris |
author_sort | Pentjuss, Agris |
collection | PubMed |
description | Soy leghemoglobin is one of the most important and key ingredients in plant-based meat substitutes that can imitate the colour and flavour of the meat. To improve the high-yield production of leghemoglobin protein and its main component—heme in the yeast Pichia pastoris, glycerol and methanol cultivation conditions were studied. Additionally, in-silico metabolic modelling analysis of growth-coupled enzyme quantity, suggests metabolic gene up/down-regulation strategies for heme production. First, cultivations and metabolic modelling analysis of P. pastoris were performed on glycerol and methanol in different growth media. Glycerol cultivation uptake and production rates can be increased by 50% according to metabolic modelling results, but methanol cultivation—is near the theoretical maximum. Growth-coupled metabolic optimisation results revealed the best feasible upregulation (33 reactions) (1.47% of total reactions) and 66 downregulation/deletion (2.98% of total) reaction suggestions. Finally, we describe reaction regulation suggestions with the highest potential to increase heme production yields. |
format | Online Article Text |
id | pubmed-10516909 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105169092023-09-24 Pichia pastoris growth—coupled heme biosynthesis analysis using metabolic modelling Pentjuss, Agris Bolmanis, Emils Suleiko, Anastasija Didrihsone, Elina Suleiko, Arturs Dubencovs, Konstantins Liepins, Janis Kazaks, Andris Vanags, Juris Sci Rep Article Soy leghemoglobin is one of the most important and key ingredients in plant-based meat substitutes that can imitate the colour and flavour of the meat. To improve the high-yield production of leghemoglobin protein and its main component—heme in the yeast Pichia pastoris, glycerol and methanol cultivation conditions were studied. Additionally, in-silico metabolic modelling analysis of growth-coupled enzyme quantity, suggests metabolic gene up/down-regulation strategies for heme production. First, cultivations and metabolic modelling analysis of P. pastoris were performed on glycerol and methanol in different growth media. Glycerol cultivation uptake and production rates can be increased by 50% according to metabolic modelling results, but methanol cultivation—is near the theoretical maximum. Growth-coupled metabolic optimisation results revealed the best feasible upregulation (33 reactions) (1.47% of total reactions) and 66 downregulation/deletion (2.98% of total) reaction suggestions. Finally, we describe reaction regulation suggestions with the highest potential to increase heme production yields. Nature Publishing Group UK 2023-09-22 /pmc/articles/PMC10516909/ /pubmed/37739976 http://dx.doi.org/10.1038/s41598-023-42865-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Pentjuss, Agris Bolmanis, Emils Suleiko, Anastasija Didrihsone, Elina Suleiko, Arturs Dubencovs, Konstantins Liepins, Janis Kazaks, Andris Vanags, Juris Pichia pastoris growth—coupled heme biosynthesis analysis using metabolic modelling |
title | Pichia pastoris growth—coupled heme biosynthesis analysis using metabolic modelling |
title_full | Pichia pastoris growth—coupled heme biosynthesis analysis using metabolic modelling |
title_fullStr | Pichia pastoris growth—coupled heme biosynthesis analysis using metabolic modelling |
title_full_unstemmed | Pichia pastoris growth—coupled heme biosynthesis analysis using metabolic modelling |
title_short | Pichia pastoris growth—coupled heme biosynthesis analysis using metabolic modelling |
title_sort | pichia pastoris growth—coupled heme biosynthesis analysis using metabolic modelling |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516909/ https://www.ncbi.nlm.nih.gov/pubmed/37739976 http://dx.doi.org/10.1038/s41598-023-42865-w |
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