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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...

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Autores principales: Pentjuss, Agris, Bolmanis, Emils, Suleiko, Anastasija, Didrihsone, Elina, Suleiko, Arturs, Dubencovs, Konstantins, Liepins, Janis, Kazaks, Andris, Vanags, Juris
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
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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.
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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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