MODEL COMPARISON TO DESCRIBE BHK-21 CELL GROWTH AND METABOLISM IN STIRRED TANK BIOREACTORS OPERATED IN BATCH MODE
Abstract Baby Hamster Kidney cells (BHK-21) are commonly used in research and the biopharmaceutical industry. This work aimed to model the kinetic performance in batch operation mode of BHK-21 cells cultured in two stirred tank configurations using different dissolved oxygen concentrations and pH co...
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Brazilian Society of Chemical Engineering
|
Series: | Brazilian Journal of Chemical Engineering |
Subjects: | |
Online Access: | http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0104-66322018000200441&lng=en&tlng=en |
id |
doaj-a514b92da2de41838334f9049dcd3da9 |
---|---|
record_format |
Article |
spelling |
doaj-a514b92da2de41838334f9049dcd3da92020-11-24T20:43:40ZengBrazilian Society of Chemical EngineeringBrazilian Journal of Chemical Engineering1678-438335244145810.1590/0104-6632.20180352s20160592S0104-66322018000200441MODEL COMPARISON TO DESCRIBE BHK-21 CELL GROWTH AND METABOLISM IN STIRRED TANK BIOREACTORS OPERATED IN BATCH MODERoger SartoriJaci LemeCelso Pereira CaricatiAldo TonsoEutimio Gustavo Fernández NúñezAbstract Baby Hamster Kidney cells (BHK-21) are commonly used in research and the biopharmaceutical industry. This work aimed to model the kinetic performance in batch operation mode of BHK-21 cells cultured in two stirred tank configurations using different dissolved oxygen concentrations and pH control strategies. Viable and dead cell concentrations, as well as glucose, glutamine, lactate and ammonium concentrations, were monitored. Statistical multiple linear regression, logistic equation and multiplicative Monod kinetic models were fitted. Statistical models for viable cells concentration as a function of nutrient and metabolite concentrations were significant (R2 >0.91). Logistic model parameters: intrinsic growth rate, cell density level in the medium and time for reaching maximum cell concentrations were within 0.061-0.083 h-1, 1.85-5.39 x 109 cell L-1 and 52-90 h ranges, respectively. A Monod-type model was satisfactorily fitted to the experimental data. Relative errors were lower than 10% for six monitored state variables in most of the assessed experimental conditions. The three models developed in this work can be used in bioprocesses involving BHK-21 with good fitting.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0104-66322018000200441&lng=en&tlng=enbatch operationbioprocess engineeringmammalian cell culturemathematical modellingstirred tank bioreactor |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Roger Sartori Jaci Leme Celso Pereira Caricati Aldo Tonso Eutimio Gustavo Fernández Núñez |
spellingShingle |
Roger Sartori Jaci Leme Celso Pereira Caricati Aldo Tonso Eutimio Gustavo Fernández Núñez MODEL COMPARISON TO DESCRIBE BHK-21 CELL GROWTH AND METABOLISM IN STIRRED TANK BIOREACTORS OPERATED IN BATCH MODE Brazilian Journal of Chemical Engineering batch operation bioprocess engineering mammalian cell culture mathematical modelling stirred tank bioreactor |
author_facet |
Roger Sartori Jaci Leme Celso Pereira Caricati Aldo Tonso Eutimio Gustavo Fernández Núñez |
author_sort |
Roger Sartori |
title |
MODEL COMPARISON TO DESCRIBE BHK-21 CELL GROWTH AND METABOLISM IN STIRRED TANK BIOREACTORS OPERATED IN BATCH MODE |
title_short |
MODEL COMPARISON TO DESCRIBE BHK-21 CELL GROWTH AND METABOLISM IN STIRRED TANK BIOREACTORS OPERATED IN BATCH MODE |
title_full |
MODEL COMPARISON TO DESCRIBE BHK-21 CELL GROWTH AND METABOLISM IN STIRRED TANK BIOREACTORS OPERATED IN BATCH MODE |
title_fullStr |
MODEL COMPARISON TO DESCRIBE BHK-21 CELL GROWTH AND METABOLISM IN STIRRED TANK BIOREACTORS OPERATED IN BATCH MODE |
title_full_unstemmed |
MODEL COMPARISON TO DESCRIBE BHK-21 CELL GROWTH AND METABOLISM IN STIRRED TANK BIOREACTORS OPERATED IN BATCH MODE |
title_sort |
model comparison to describe bhk-21 cell growth and metabolism in stirred tank bioreactors operated in batch mode |
publisher |
Brazilian Society of Chemical Engineering |
series |
Brazilian Journal of Chemical Engineering |
issn |
1678-4383 |
description |
Abstract Baby Hamster Kidney cells (BHK-21) are commonly used in research and the biopharmaceutical industry. This work aimed to model the kinetic performance in batch operation mode of BHK-21 cells cultured in two stirred tank configurations using different dissolved oxygen concentrations and pH control strategies. Viable and dead cell concentrations, as well as glucose, glutamine, lactate and ammonium concentrations, were monitored. Statistical multiple linear regression, logistic equation and multiplicative Monod kinetic models were fitted. Statistical models for viable cells concentration as a function of nutrient and metabolite concentrations were significant (R2 >0.91). Logistic model parameters: intrinsic growth rate, cell density level in the medium and time for reaching maximum cell concentrations were within 0.061-0.083 h-1, 1.85-5.39 x 109 cell L-1 and 52-90 h ranges, respectively. A Monod-type model was satisfactorily fitted to the experimental data. Relative errors were lower than 10% for six monitored state variables in most of the assessed experimental conditions. The three models developed in this work can be used in bioprocesses involving BHK-21 with good fitting. |
topic |
batch operation bioprocess engineering mammalian cell culture mathematical modelling stirred tank bioreactor |
url |
http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0104-66322018000200441&lng=en&tlng=en |
work_keys_str_mv |
AT rogersartori modelcomparisontodescribebhk21cellgrowthandmetabolisminstirredtankbioreactorsoperatedinbatchmode AT jacileme modelcomparisontodescribebhk21cellgrowthandmetabolisminstirredtankbioreactorsoperatedinbatchmode AT celsopereiracaricati modelcomparisontodescribebhk21cellgrowthandmetabolisminstirredtankbioreactorsoperatedinbatchmode AT aldotonso modelcomparisontodescribebhk21cellgrowthandmetabolisminstirredtankbioreactorsoperatedinbatchmode AT eutimiogustavofernandeznunez modelcomparisontodescribebhk21cellgrowthandmetabolisminstirredtankbioreactorsoperatedinbatchmode |
_version_ |
1716819146954506240 |