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242  10 Perspectives on Multienzyme Process Technology

                    of the choices and decisions, which characterize process development of such
                    systems. Using the models, it becomes possible to focus experimental efforts and
                    develop the process faster than would otherwise have been the case.
                      For a multienzyme process, this evaluation is critically important to achieve a
                    better theoretical understanding of the process and to achieve useful modeling
                    and process design. The reaction considerations describe the key characteristics
                    to understand how the interaction between enzymes and components can be
                    interpreted for modeling. Furthermore, such information forms the basis for
                    the formulation of reaction rates for the different enzymes that are involved in
                    multienzyme process. In this manner, a preliminary idea of enzyme mechanisms
                    and kinetic parameters, that can be expected when developing a model, may be
                    obtained. Key information (Figure 10.3) may be described as

                    • Knowledge about the compounds involved: physical and chemical properties of the
                      compounds involved in the reaction must be known and for such a task the use of
                      existing databases facilitates the compilation of the available information. Some
                      of the properties can be density, water solubility, viscosity, boiling point, among
                      others that could be relevant for multienzyme processes.
                    • Structure of the reaction: a graphical identification of all reactions in the multien-
                      zyme process is the basis for describing the final model structure. It includes the

                      Reaction considerations


               Involved  Reaction structure  Interaction matrix
              components  Series:
                                           E 1  E 2
             Enzymes      E 1  E 2  E n
             Substrates   A  B      P    A  S  X
             Products
             Cofactors   Parallel:       B  P  S
             Redox mediators  A  E 1  B  C  I  P
                           C  D
                         Network:
                            E 1
                          A    B
                           C  D
                          G    F
                            E 2
                                                  Process considerations
                                  Operating mode  Type of reactors  Compound  Process control
                                                             characteristics
                                   Batch        Most used                  Conditions
                                   Semi-batch   Batch stirred tank  Enzymes:  T. P. pH
                                   Continuous   Plug flow     Pure         Concentrations
                                   Single pot   Packed bed    Crude        Enzymes
                                   Multi-pot    Less used     Immobilized  Substrates
                                                Fluidized bed  Substrates:  Products
                                                Membrane reactor  Purity   Intermediates
                                                CSTR          Pre-treatments
                                                              Product:
                                                              Purity
                                                              Cofactors
                                                              Redox mediators
                    Figure 10.3  Considerations for process modeling and design of multienzyme systems.
                    (Santacoloma, P.A. 2012 [41], Thesis. Reproduced with permission of the Technical
                    University of Denmark, Lyngby/Denmark.)
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