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               392                                                                                Metabolic Engineering


               Among the techniques applied are metabolic flux analysis,  teins, e.g., the production of human insulin by a recom-
               metabolic control analysis, DNA arrays, proteome analy-  binant E. coli. With the further development in genetic
               sis, and metabolite profiling.                     engineering techniques, the possibility to apply this for
                                                                 optimization of classical fermentation processes soon be-
                                                                 came obvious, and through introduction of directed ge-
               I. BACKGROUND                                     netic modifications by rDNA technology this has enabled
                                                                 a far more rational approach to strain improvement than
               Fermentation based on microorganisms, plant cells, ani-  the classical approach of mutagenesis and screening. In
               mal cells, and mammalian cells is currently used to pro-  1991 this led Bailey to discuss the emerging of a new
               duce a wide variety of products, ranging from bulk chem-  science called metabolic engineering, which he defined
               icals and materials to highly valuable pharmaceuticals.  as “the improvement of cellular activities by manipula-
               Traditionally, optimization of fermentation processes in-  tions of enzymatic, transport, and regulatory functions of
               volved improved design of the bioreactor and introduction  the cell with the use of recombinant DNA technology.”
               of advanced schemes for controlling the process. Parallel  Initially metabolic engineering was simply the technolog-
               to this work, the properties of the organism applied in the  ical manifestation of applied molecular biology, but with
               process was improved through random mutagenesis fol-  the rapid development in new analytical techniques and
               lowed by screening for better strains. This is especially  in cloning techniques, it has become possible to rapidly
               demonstrated with the domestication of the baking and  introduce directed genetic changes and subsequently an-
               brewing strains of Saccharomyces cerevisiae. Here novel  alyze the consequences of the introduced changes at the
               strains have been obtained through classical methods of  cellular level. Often the analysis will point toward an ad-
               mutagenesis, sexual hybridization, and genetic recombi-  ditional genetic change that may be required to further im-
               nation. Also, in the development of the penicillin produc-  prove the cellular performance, and metabolic engineering
               tion several rounds of mutagenesis and screening have  therefore involves a close integration between analysis of
               resulted in strains with improved yield of the secondary  the cellular function and genetic engineering as illustrated
               metabolite, and Fig. 1 illustrates a typical development in  in Fig. 2.
               the performance of an industrial strain lineage of Penicil-  According to the cycle of metabolic engineering, there
               lium chrysogenum applied for penicillin production.  is a continuous improvement of the cellular properties
                                                                 through several rounds of genetic engineering. Depending
                                                                 on the process and aim, one may start at different loca-
               II. INTRODUCTION                                  tions in this cycle. Thus, for production of a heterologous
                                                                 protein, for production of a new metabolite by pathway
               The first successful genetic engineering of Escherichia  extension, or for extension of the substrate range for the
               coli by Cohen, Boyer, and coworkers in 1973 paved  applied microorganism, it is always necessary to start with
               the way for a completely new approach to optimization  the synthesis step. However, if the aim is to improve the
               of existing biotech processes and development of com-  yield or productivity in an existing process, it is neces-
               pletely new ones. Shortly after were implemented several  sary first to analyze the pathway involved in forming the
               industrial processes for production of recombinant pro-  product, and how this pathway interacts with the overall
                                                                 cell function, i.e., one should start with the analysis step.
                                                                 It is always desirable to optimize the yield or productiv-
                                                                 ity in industrial processes, and the analysis step therefore
                                                                 always plays a very prominent role—also in those cases
                                                                 where the first step is to construct a recombinant strain
                                                                 that produces the product of interest. It is clear that by
                                                                 passing through the cycle of metabolic engineering one
                                                                 gains a significant insight into cellular function, and this
                                                                 is one of the reasons that metabolic engineering today in-
                                                                 teract closely with the discipline of functional genomics,
                                                                 where the aim is to assign function to orphan genes in
                                                                 completelysequencedgenomes(seealsodiscussionlater).
                                                                 However, since metabolic engineering requires availabil-
                                                                 ity of the proper tools for genetic modifications and for
               FIGURE 1 Increase in productivity (output rate/unit volume, arbi-
               trary units) of penicillin G production by Gist-brocades, Delft (now  analysis of cellular function, developments in genomics
               DSM), in the period between 1962 and 1987. The introduction of  and analytics have been one of the main reasons for the
               new strains is marked with arrows.                rapid expansion of the field of metabolic engineering in
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