TY - JOUR
T1 - Monte Carlo economic analysis of Baker's yeast invertase purification using two- and three-phase partitioning
AU - Torres-Acosta, Mario A.
AU - Morales-Guzman, Suria I.
AU - Ruiz-Ruiz, Federico
AU - Vazquez-Villegas, Patricia
AU - Willson, Richard C.
AU - Rito-Palomares, Marco
N1 - Funding Information:
The authors would like to acknowledge the financial support of Tecnológico de Monterrey (002EICIP01). The support of Andrew Sinclair from Biopharm Services is gratefully acknowledged.
Publisher Copyright:
© 2018 Society of Chemical Industry
PY - 2018/9
Y1 - 2018/9
N2 - BACKGROUND: Invertase use in the food industry is limited by production costs. Alternative strategies for extraction, such as aqueous two-phase systems (ATPS) and three-phase partitioning (TPP), could be economically feasible for yeast invertase. Economic modeling of bioprocesses makes possible the identification of critical parameters for production costs and emulation of real scenarios, moreover incorporation of uncertainty is possible. This study performed an economic analysis on the production of invertase using ATPS or TPP, also a virtual optimization of ATPS was done. RESULTS: TPP provided a lower production cost than ATPS ($145 vs $59.3 per 1 million enzymatic units, respectively). The critical parameter for TPP is recovery yield as it is highly dependent on operating conditions. In contrast, ATPS is dependent on materials costs as the sample load is smaller for ATPS, requiring a larger system. Although TPP provided a lower cost, t-butanol hinders its acceptance. CONCLUSION: Virtual optimization of ATPS found that varying sample load or system size is not enough to have a lower production cost than TPP, but provided insights for reduction of production costs and development of a safer technique. This study provides a framework for the virtual analysis of ATPS and TPP to evaluate their processes and reduce production costs.
AB - BACKGROUND: Invertase use in the food industry is limited by production costs. Alternative strategies for extraction, such as aqueous two-phase systems (ATPS) and three-phase partitioning (TPP), could be economically feasible for yeast invertase. Economic modeling of bioprocesses makes possible the identification of critical parameters for production costs and emulation of real scenarios, moreover incorporation of uncertainty is possible. This study performed an economic analysis on the production of invertase using ATPS or TPP, also a virtual optimization of ATPS was done. RESULTS: TPP provided a lower production cost than ATPS ($145 vs $59.3 per 1 million enzymatic units, respectively). The critical parameter for TPP is recovery yield as it is highly dependent on operating conditions. In contrast, ATPS is dependent on materials costs as the sample load is smaller for ATPS, requiring a larger system. Although TPP provided a lower cost, t-butanol hinders its acceptance. CONCLUSION: Virtual optimization of ATPS found that varying sample load or system size is not enough to have a lower production cost than TPP, but provided insights for reduction of production costs and development of a safer technique. This study provides a framework for the virtual analysis of ATPS and TPP to evaluate their processes and reduce production costs.
KW - Monte Carlo simulations
KW - aqueous two-phase systems
KW - economic analysis
KW - optimization
KW - sensitivity analysis
KW - three-phase partitioning
KW - uncertainty
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U2 - 10.1002/jctb.5730
DO - 10.1002/jctb.5730
M3 - Article
AN - SCOPUS:85051210656
VL - 93
SP - 2511
EP - 2517
JO - Journal of Chemical Technology and Biotechnology
JF - Journal of Chemical Technology and Biotechnology
SN - 0268-2575
IS - 9
ER -