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Quantification and modeling of macroparticle-induced mechanical stress for varying shake flask cultivation conditions
In biotechnological processes, filamentous microorganisms are known for their broad product spectrum and complex cellular morphology. Product formation and cellular morphology are often closely linked, requiring a well-defined level of mechanical stress to achieve high product concentrations. Macrop...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10507416/ https://www.ncbi.nlm.nih.gov/pubmed/37731767 http://dx.doi.org/10.3389/fbioe.2023.1254136 |
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author | Schrader, Marcel Schrinner, Kathrin Polomsky, Laura Ivanov, Dimitri Kampen, Ingo Schilde, Carsten Krull, Rainer Kwade, Arno |
author_facet | Schrader, Marcel Schrinner, Kathrin Polomsky, Laura Ivanov, Dimitri Kampen, Ingo Schilde, Carsten Krull, Rainer Kwade, Arno |
author_sort | Schrader, Marcel |
collection | PubMed |
description | In biotechnological processes, filamentous microorganisms are known for their broad product spectrum and complex cellular morphology. Product formation and cellular morphology are often closely linked, requiring a well-defined level of mechanical stress to achieve high product concentrations. Macroparticles were added to shake flask cultures of the filamentous actinomycete Lentzea aerocolonigenes to find these optimal cultivation conditions. However, there is currently no model concept for the dependence of the strength and frequency of the bead-induced stress on the process parameters. Therefore, shake flask simulations were performed for combinations of bead size, bead concentration, bead density and shaking frequency. Contact analysis showed that the highest shear stresses were caused by bead-bottom contacts. Based on this, a newly generated characteristic parameter, the stress area ratio (SAR), was defined, which relates the bead wall shear and normal stresses to the total shear area. Comparison of the SAR with previous cultivation results revealed an optimum pattern for product concentration and mean product-to-biomass related yield coefficient. Thus, this model is a suitable tool for future optimization, comparison and scaling up of shear-sensitive microorganism cultivation. Finally, the simulation results were validated using high-speed recordings of the bead motion on the bottom of the shake flask. |
format | Online Article Text |
id | pubmed-10507416 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105074162023-09-20 Quantification and modeling of macroparticle-induced mechanical stress for varying shake flask cultivation conditions Schrader, Marcel Schrinner, Kathrin Polomsky, Laura Ivanov, Dimitri Kampen, Ingo Schilde, Carsten Krull, Rainer Kwade, Arno Front Bioeng Biotechnol Bioengineering and Biotechnology In biotechnological processes, filamentous microorganisms are known for their broad product spectrum and complex cellular morphology. Product formation and cellular morphology are often closely linked, requiring a well-defined level of mechanical stress to achieve high product concentrations. Macroparticles were added to shake flask cultures of the filamentous actinomycete Lentzea aerocolonigenes to find these optimal cultivation conditions. However, there is currently no model concept for the dependence of the strength and frequency of the bead-induced stress on the process parameters. Therefore, shake flask simulations were performed for combinations of bead size, bead concentration, bead density and shaking frequency. Contact analysis showed that the highest shear stresses were caused by bead-bottom contacts. Based on this, a newly generated characteristic parameter, the stress area ratio (SAR), was defined, which relates the bead wall shear and normal stresses to the total shear area. Comparison of the SAR with previous cultivation results revealed an optimum pattern for product concentration and mean product-to-biomass related yield coefficient. Thus, this model is a suitable tool for future optimization, comparison and scaling up of shear-sensitive microorganism cultivation. Finally, the simulation results were validated using high-speed recordings of the bead motion on the bottom of the shake flask. Frontiers Media S.A. 2023-09-04 /pmc/articles/PMC10507416/ /pubmed/37731767 http://dx.doi.org/10.3389/fbioe.2023.1254136 Text en Copyright © 2023 Schrader, Schrinner, Polomsky, Ivanov, Kampen, Schilde, Krull and Kwade. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Bioengineering and Biotechnology Schrader, Marcel Schrinner, Kathrin Polomsky, Laura Ivanov, Dimitri Kampen, Ingo Schilde, Carsten Krull, Rainer Kwade, Arno Quantification and modeling of macroparticle-induced mechanical stress for varying shake flask cultivation conditions |
title | Quantification and modeling of macroparticle-induced mechanical stress for varying shake flask cultivation conditions |
title_full | Quantification and modeling of macroparticle-induced mechanical stress for varying shake flask cultivation conditions |
title_fullStr | Quantification and modeling of macroparticle-induced mechanical stress for varying shake flask cultivation conditions |
title_full_unstemmed | Quantification and modeling of macroparticle-induced mechanical stress for varying shake flask cultivation conditions |
title_short | Quantification and modeling of macroparticle-induced mechanical stress for varying shake flask cultivation conditions |
title_sort | quantification and modeling of macroparticle-induced mechanical stress for varying shake flask cultivation conditions |
topic | Bioengineering and Biotechnology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10507416/ https://www.ncbi.nlm.nih.gov/pubmed/37731767 http://dx.doi.org/10.3389/fbioe.2023.1254136 |
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