Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Schrader, Marcel, Schrinner, Kathrin, Polomsky, Laura, Ivanov, Dimitri, Kampen, Ingo, Schilde, Carsten, Krull, Rainer, Kwade, Arno
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
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
_version_ 1785107312820617216
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
work_keys_str_mv AT schradermarcel quantificationandmodelingofmacroparticleinducedmechanicalstressforvaryingshakeflaskcultivationconditions
AT schrinnerkathrin quantificationandmodelingofmacroparticleinducedmechanicalstressforvaryingshakeflaskcultivationconditions
AT polomskylaura quantificationandmodelingofmacroparticleinducedmechanicalstressforvaryingshakeflaskcultivationconditions
AT ivanovdimitri quantificationandmodelingofmacroparticleinducedmechanicalstressforvaryingshakeflaskcultivationconditions
AT kampeningo quantificationandmodelingofmacroparticleinducedmechanicalstressforvaryingshakeflaskcultivationconditions
AT schildecarsten quantificationandmodelingofmacroparticleinducedmechanicalstressforvaryingshakeflaskcultivationconditions
AT krullrainer quantificationandmodelingofmacroparticleinducedmechanicalstressforvaryingshakeflaskcultivationconditions
AT kwadearno quantificationandmodelingofmacroparticleinducedmechanicalstressforvaryingshakeflaskcultivationconditions