Raw Materials Selection and Medium Development for Industrial Fermentation Processes SAMUN K. DAHOD, RANDOLPH GREASHAM, AND MAX KENNEDY 46 46.1. INTRODUCTION This chapter focuses primarily on raw materials and medium development for microbial fermentation processes. Although general principles also apply to it, mammalian cell culture will not be emphasized. This chapter is not intended to provide a literature search or a review of specific medium types used in specific fermentation processes. Rather, it is designed to provide practicing microbiologists and biochemical engineers with a rational basis for medium development and improvement. At the start of the chapter, chemically defined fermentation media are considered. Then, various commercially available ingredients for key nutrient components of traditional complex fermentation media are described in generic terms. This discussion is followed by a discussion of general considerations and a set of guidelines for medium development and improvement. The information provided is derived from experiences in the fermentation industry, and little effort has been made to cite references for specific examples and dicta mentioned in the chapter, even though similar information may also be presented in the literature. The fermentation medium forms the environment in which the fermentation microorganisms live, reproduce, and carry out their specific metabolic reactions to produce useful products. The importance of this environment cannot be overemphasized when it comes to the development of a productive fermentation process. Over the years, substantial progress has been made in developing fermentation medium design as a systematic science. However, experienced industrial microbiologists and biochemical engineers will be the first to point out that this field is as much an art as it is a science. In most industrial fermentations, where the product is something other than the cell mass itself, there are two distinct biological requirements for medium design. First, nutrients have to be supplied to establish the growth of the organism. Second, after growth is established, proper nutritional conditions have to be provided to maximize product formation. Besides these obvious biological requirements, one needs to worry about selection of nutrient components that are cost-effective, readily available, and consistent from lot to lot. In recent years, as integrated approaches to fermentation and downstream processing have been developed, it has also been recognized that the fermentation medium should not unduly hinder the downstream processing and, if possible, should even facilitate downstream processing. For new fermentation processes brought up from microbiology laboratories, considerable flexibility and latitude in medium design are possible. The process is not locked into a fixed set of raw materials (for example, due to a Food and Drug Administration [FDA] filing), and the medium components can be freely selected for the sole purpose of maximizing the product yield and minimizing the cost. For an established fermentation process, the choice of medium components may be limited by such factors as FDA filing, the cost structure for the product, and the requirements of downstream processing. In spite of these limitations, continued medium development remains a necessity so that an established product retains its competitive edge in the marketplace. While literature reports for medium development in specific fermentation processes are plentiful, a general treatment of broad principles involved in fermentation medium development is comparatively harder to find. Readers may find the reviews by Kennedy and Krouse (9) and Corbett (4) informative. 46.2. CHEMICALLY DEFINED FERMENTATION MEDIA Chemically defined media have been used routinely in the laboratory to study the microbial biosynthesis of primary and secondary metabolites. A key characteristic that has made these media desirable is consistency of performance. Although chemically defined media may be used to study the biosynthesis of the metabolites, complex media are usually used to produce them. Today, most fermentation processes employ complex media. However, chemically defined media are becoming popular where process consistency is very important, such as the production of biologics. Frequently, the process for making the biologic is considered part of the product definition. In addition to enhancing process consistency, chemically defined media have several other favorable characteristics, including better control and monitoring of the fermentation process, rapid scale-up, reduced sensitivity to large-scale sterilization conditions, and simplification of downstream processing. Concerns associated with these media include medium cost and development time as well as cell growth and production levels. Some of these concerns are being favorably addressed by the availability 659 Downloaded from www.asmscience.org by IP: 132.239.1.230 On: Mon, 02 Jan 2017 08:21:34 660 ■ biological engineering and scale-up of industrial processes of more-sophisticated analytical tools to quickly analyze initial complex medium components, the use of statistical design of experiments to rapidly develop and optimize media, and the use of the well-established technique of nutrient feeding to circumvent nutrient toxicity at high concentrations and to enhance productivity. There are several approaches one may employ to develop chemically defined media. One is to perform a thorough search of the literature for chemically defined media that support growth of the microorganism of choice or a closely related one. Once identified, it may be optimized using statistical design of experiments. Another approach is to simulate complex medium ingredients using modern analytical tools. For example, in the medium supporting biotin production, histidine and methionine were found to replace the complex component casein hydrolysate. In general, monosodium glutamate and ammonium sulfate have proven to be good replacements for complex nitrogen medium ingredients. A third approach is to develop the initial medium composition based on the typical elemental formula of the cell being C6H11NO3 with a molecular weight of 161 including ash (the cell dry matter is 90% organic and 10% ash) (18) and the elemental composition of the cell as presented in Table 1 (20). For example, to estimate the amount of glucose (carbon source) and ammonium sulfate (nitrogen source) required to support a yeast dry cell weight (DCW) of 100 g/liter, the following calculations may be used. For the amount of glucose (for cell growth): (100 g of DCW/liter)(0.48 g of C/g of DCW)[(180 g of glucose/mol of glucose)/(72 g of C/mol of glucose)] 5 120 g of glucose/liter. However, since glucose is also an energy source for cell maintenance, the total amount of glucose required for both growth and maintenance is estimated as follows: cell yield 5 grams of DCW/gram of glucose consumed 5 0.51 (17). Thus, for 100 g of DCW/liter, 100/0.51 5 196 g of glucose per liter. For the amount of nitrogen: (100 g of DCW/liter)(0.075 g of N/ g of DCW){[132 g of (NH4)2SO4/mol of (NH4)2SO4]/[28 g of N/mol of (NH4)2SO4]} 5 35.4 g of (NH4)2SO4 per liter. Similar calculations are performed for the remaining elements of the microbe. If a growth factor required by the microbe is known (e.g., yeasts require biotin), it should be added. If the requirement for growth factors is unknown, a small amount of yeast extract (0.001 to 0.05%) may be added initially. Care must be taken when using this approach to calculate the initial concentration of medium ingredients, since they may be growth inhibitory. For example, glucose at a concentration of 50 g/liter inhibits the growth of Escherichia coli and can be detrimental even at much lower concentrations. To circumvent this inhibition and achieve high cell densities, appropriate glucose feeding is usually employed. For example, a chemically defined medium used to produce recombinant human interferon-a1 by E. coli is presented in Table 2 (19). As shown, glucose was present initially at a noninhibitory concentration of 30 g/liter. Subsequent glucose feeding was computer controlled, maintaining glucose below its inhibitory concentration throughout most (14 days) of the 16-day fermentation cycle. By calculating the cell mass supported by each of the elements listed in the medium in Table 2 (such as carbon, nitrogen, phosphorus, sulfur, etc.), ammonium sulfate was identified as the growth-limiting nutrient. Based on the nitrogen level, 34 g of ammonium sulfate was calculated to support a maximum cell mass of 58 g of DCW per liter—the cell density achieved with the actual fermentation process. In addition to the production of biologics, chemically defined media are proving to be profitable for producing secondary metabolites at manufacturing scale; a good example is the production of penicillin. Examples of chemically defined media that have proven to be economically successful for secondary metabolites are presented in Table 3 (8, 21). When the chemically defined medium was compared with the initial, optimized complex medium for producing the secondary metabolite by Streptomyces, the chemically defined medium reduced the medium cost by 4.5-fold and increased the titer by 80% at the 800-liter scale. Typical elemental composition of microbesa TABLE 1 Element Composition (% of DCW) in: Bacteria Carbon 48 Nitrogen Yeast 48 Fungi 48 12.5 7.5 6 Phosphorus 2.5 1.7 2.5 Sulfur 0.6 0.13 0.3 Potassium 2.8 2.5 1.4 Magnesium 0.3 0.3 0.2 Sodium 0.8 0.06 0.26 Calcium 0.56 0.2 0.75 Iron 0.11 0.26 0.15 Copper 0.02 0.006 Manganese 0.006 Molybdenum 0.004 0.0002 a Adapted from reference 20. Downloaded from www.asmscience.org by IP: 132.239.1.230 On: Mon, 02 Jan 2017 08:21:34 46. raw Materials selection and Medium development ■ 661 Production of recombinant human interferon-a1 by E. colia TABLE 2 Component Initial medium KH2PO4 3.0 g/liter K2HPO4 5.0 g/liter Feeding solution (NH4)2SO4 4.0 g/liter 30.0 g/liter MgSO4∙7H2O 2.0 g/liter 5.0 g/liter Vitamin B1 0.1 g/liter 2.0 g/liter Trace metal 3.5 ml Glucose 30.0 g/liter Antifoam 0.5 g/liter pH 7.0 500 g/liter a Adapted from reference 19. 46.3. COMPONENTS OF INDUSTRIAL FERMENTATION MEDIA As noted above, most industrial fermentation media are complex formulations containing poorly defined ingredients. Often these ingredients contain multiple nutrients for the growth of fermentation microorganisms. However, for the purposes of medium development, a given ingredient is thought to provide primarily a single nutrient. For example, soy flour is used primarily to supply complex nitrogen or protein for the growth of a microorganism. However, soy flour also contains substantial amounts of metabolizable carbohydrate and minerals. In the discussion below, the medium ingredients are classified according to their primary role in the fermentation process. On this basis, we can classify the fermentation raw materials in four broad nutrient categories: materials used primarily as sources of carbon, nitrogen, or minerals, and materials used for special purposes. Chemically defined media for representatives of actinomycetes and filamentous fungi TABLE 3 Medium component Composition for production in: Streptomyces Gliocladium (A) Medium Glucose 112.5 g/liter Sucrose (NH4)2SO4 170.0 g/liter 16.5 g/liter 8.9 g/liter K2HPO4 1.5 g/liter 1.73 g/liter Monosodium glutamate 7.5 g/liter CaCl2 1.0 g/liter 66.4 g/liter CaCO3 1.73 g/liter MgSO4∙7H2O 1.12 g/liter Biotin 0.17 g/liter Salt solution (see part B) 20 ml/liter 2.6 ml/liter P-2000 2 ml/liter 1.7 ml/liter (B) Salt solution MgSO4∙7H2O 28.9 g/liter ZnSO4∙7H2O 0.5 g/liter 5.0 g/liter CuSO4∙5H2O 0.05 g/liter 0.5 g/liter FeSO4∙7H2O 0.5 g/liter 5.0 g/liter MnSO4∙H2O 0.1 g/liter 1.0 g/liter CoCl2∙6H2O 0.04 g/liter 0.4 g/liter Downloaded from www.asmscience.org by IP: 132.239.1.230 On: Mon, 02 Jan 2017 08:21:34 662 ■ 46.3.1. biological engineering and scale-up of industrial processes Carbon Sources 46.3.1.1. carbohydrates Glucose is the most frequently used carbohydrate in the fermentation industry. In the United States, it is derived from the corn-processing industry. Two types of products are in use, dextrose monohydrate and hydrolyzed corn syrups containing glucose at a level greater than 95% (called DE95 or dextrose equivalent of 95%). While dextrose monohydrate comes in the form of easy-to-handle crystalline material, it is more expensive. This material is used primarily in small-scale applications as in seed fermentors and when consistency is of the utmost importance. For the bulk of the glucose needs, such as for large-scale fermentations and for in-process feeding, the hydrolysate is the more economical material. If the fermentation microorganism is able to hydrolyze low-molecular-weight saccharides, less expensive corn syrups of various lower degrees of hydrolysis can be used. Industrial fermentation processes such as those for the production of penicillin can readily utilize hydrolysates with a dextrose equivalent as low as 20 (DE20). In fact, some processes give higher yields with these highermolecular-weight saccharides than they do with pure glucose. The next level of complexity in these glucose-based carbohydrates comes in the form of various dextrins. These are primarily cornstarch products with just enough hydrolysis carried out to make them soluble in the fermentation medium. The dextrins, cornstarch, other starches (such as potato starch), and solid substrates in general are rarely used for in-process feeding. They are generally used as batchedin carbon sources for initial growth of the organism or as carbon sources that are gradually assimilated by the microorganism during the product synthesis phase. In the United States, the crudest and the cheapest source of complex carbohydrate is corn flour. This product is primarily starch but also contains about 5% protein. An important cost reduction strategy used by many fermentation companies is to use crude starch or corn flour in the batch along with the commercially available enzyme amylase. The amylase breaks down starch molecules to generate more readily utilizable carbohydrates. In many fermentation processes, the primary carbon source (the most readily utilizable, such as glucose) is metabolized rapidly during the growth phase and a secondary carbon source (such as oils) is utilized during production. Sucrose is often used in fermentation processes. In its crystalline form, sucrose is available as table sugar of various degrees of refinement. The white crystalline sucrose is generally used in small-scale applications and in seed fermentors. However, it can also be used as a gradually utilized carbon source in some fermentations in which the organism has a limited ability for metabolizing sucrose. The use of disaccharides is often explored as alternate carbon sources for monosaccharides (such as glucose) when catabolite repression is encountered. The crudest form of sucrose comes as molasses, which contains anywhere from 3 to 10% protein. In some fermentations (for example, glutamic acid fermentation), this product gives excellent results as a combined carbon-nitrogen feed. In the early days of penicillin fermentations, the carbon source of choice was lactose. This sugar is gradually metabolized by the penicillin-producing organism and hence can be batched into the medium from the beginning of the process. However, since the advent of controlled feeding of glucose, the importance of lactose in the fermentation industry has decreased. Lactose is available in granular form for small-scale applications, and it is still used in some fermentations, especially in Europe, where it is more readily available than dextrose and corn syrups. The most economical source of lactose is derived from the cheese industry by-product cheese whey. This product is available in a spray-dried form and is an excellent source of protein and minerals besides being a source of lactose. Other sugars that are used less frequently in the fermentation industry include maltose, mannitol, sorbitol, and xylose. All of these are generally used in their purified forms. A related carbon source for the fermentation industry is glycerol. It is useful in many processes as a gradually metabolized carbon source. Additionally, organic acids, such as acetic acid, may be used on rare occasions as combination pH control agents and carbon nutrients. Minoda (13) has reported on the potential uses of other unusual carbon sources for amino acid fermentations. 46.3.1.2. oils Various oils are widely used as carbon sources in the fermentation industry, especially in antibiotic fermentations. Oils can supply both the energy and the growth carbon needs of the organism. In many antibiotic fermentations, where the antibiotic backbone is synthesized from low-molecular-weight fatty acids, the oils make ideal carbon sources since they gradually supply these fatty acids during the fermentation process. The oils are used both as batched-in ingredients and as continuous feeds. In some fermentations, oils play an important auxiliary role even when they are not actively metabolized by the fermentation microorganism. The yield-enhancing effect of the oil when it is not metabolized is not well understood. However, oxygen diffusivity in oils is higher than in water, which may have a beneficial effect on oxygen transfer from bubbles. It is possible that the oil provides protection to cells from excessive shear forces or that it makes a key micronutrient from the complex medium more available to the microorganism in the form of micelles. In fermentations in which oils can be utilized as carbon feeds, they offer important benefits. First, the caloric content and the corresponding energy availability per unit volume of feed are appreciably higher for oils than for carbohydrates. One liter of vegetable oil has more than twice the utilizable energy as 1 liter of a 55% solution of glucose. This high energy density allows for lower feed rates and smaller feed vessels. Consequently, the fermentor volume management for long-cycle fermentations is easier with oil-fed fermentations than with sugar-fed fermentations. This enhanced management is true not only because less feed is introduced into the fermentor but also because the metabolism of oil does not produce as much water as the metabolism of sugars. The antifoaming property of the oils is also beneficial for most fermentation processes. Before the advent of synthetic defoamers, oils were used for foam control in many fermentation processes even when the carbon source of choice was a sugar. However, the oil added for foam control is metabolized by the organism, and continuous addition is required to control foam. The synthetic defoamers are more effective because they are not readily degraded by the fermenting microorganism and they are cost-effective. In special cases, when the presence of synthetic defoamer interferes with the downstream processing, oils are still used as defoamers. The antifoaming properties of several natural oils are reviewed by Vardar-Sukan (16). The most important oil in the U.S. fermentation industry is soybean oil. It is abundant and relatively inexpensive. Other oils that are often used are lard oil, fish oil, and oils Downloaded from www.asmscience.org by IP: 132.239.1.230 On: Mon, 02 Jan 2017 08:21:34 46. raw Materials selection and Medium development of other plants such as corn, cottonseed, peanut, sunflower, and safflower. One specialty oil product that is synthetically made and has found application in the fermentation industry is methyl oleate. Methyl oleate is often used as a supplemental feed in conjunction with another feed such as soybean oil. The fatty acid contents of various oils vary according to their source, and there may be a theoretical basis for one type of oil to perform better than another type. However, the choice of oil in a given fermentation is generally determined empirically. The oil that is used in the shake flask fermentations during screening of the producing strains very often also gives better results in large-scale fermentations. 46.3.2. Sources of Organic Nitrogen or Protein There are principally three classes of raw materials available to supply the organic nitrogen or protein requirement of a fermentation process: (i) those derived from agricultural products, (ii) those derived from brewery industry by-products, and (iii) those derived from meat and fish by-products. All of these products supply other important fermentation nutrients in addition to organic nitrogen. 46.3.2.1. nitrogen sources derived from agricultural products The sources derived from agricultural products are the workhorse ingredients of the fermentation industry. They include the products of commodities such as various grains and soybean. The soybean flours, meals, and grits head the list of applications in antibiotic fermentations. The popularity of the soy products is based on the fact that after the soy oil is extracted from the soybeans, the residue is about 50% protein, which is readily available for cell growth. In addition, soy flour, meals, and grits contain up to 30% utilizable carbohydrates. Most minerals required for microbial growth are also present in soy-based products. In many seed medium applications, where growth is the primary consideration, all that is required in the medium is soy flour along with salts such as magnesium sulfate and potassium phosphate. A product that is processed very similarly to soy flour is cottonseed flour. The protein in the cottonseed flour is less readily available and thus makes a good slow-releasing nitrogen source. Corn gluten meal is another readily available product that is suitable as a slowreleasing nitrogen source. Corn steep liquor, a by-product of the corn milling industry, was very extensively used in the early years of the antibiotic fermentation industry. In recent years, though, due to the variability in the product quality, the liquid form of corn steep liquor has fallen out of favor. Spray-dried corn steep liquor is now available and is used in many antibiotic fermentations because it is less variable. Other agricultural commodities used as nitrogen sources in the fermentation industry include peanut meal, linseed meal, wheat flour, barley meal, and rice meal. Plant or animal hydrolysates produced by the degrading action of enzymes, usually proteases, are widely used. Should a plant source be required, soybean hydrolysates can be used, or if an animal source is acceptable, then casein or whey protein hydrolysates may be used. 46.3.2.2. nitrogen sources derived from brewery industry by-products The brewing industry is an important source of fermentation raw materials. The principal product is the yeast left over after beer fermentation. The suitability of the yeast by-product for a given fermentation depends upon the ■ 663 method of drying. The yeast may be drum dried or spray dried. It is also sold as a paste produced by water evaporation in an industrial evaporator. All of these products have found applications in the fermentation industry as sources of nitrogen. However, the yeast is never used as the primary source of nitrogen. Instead, it is thought of as a nitrogen supplement with additional beneficial nutrients that are not available from grain-based nitrogen sources. Generally, these additional nutrients are organic phosphorus and unknown micronutrients. Brewery yeast is also refined into yeast extracts of different water solubilities, which are more expensive and used in smaller quantities. Yeast extract is often the single undefined component used in so-called semidefined fermentation media to provide micronutrients. The brewing and distilling industries supply two other by-products that are sometimes used in the fermentation industry: distillers’ solubles, in the form of a concentrate or spray-dried powder, and leftover grains from the brewing process. 46.3.2.3. nitrogen sources derived from Meat and fish by-products Meat and fish products are very rich in protein. So are the by-products of these industries. The primary meat-based product is generically known as spray-dried lard water. This is a by-product of lard processing. The animal bones and tissues are boiled in water, sometimes in the presence of proteases, to free the fat. The resulting liquor is separated into fat and water layers. The water part is rich in proteins and peptides. This water, when spray dried, gives a product with a protein content of 80% or greater. The lard water can be obtained with different degrees of chemical or enzymatic hydrolysis. Hydrolyzed lard water products are sold as meat peptones under various brand names. A parallel line of products labeled fish meals and fish hydrolysates is derived from heat and enzymatic treatment of fish wastes. These products are generally about 70% protein. 46.3.3. Minerals Minerals are used in fermentation media to serve many purposes, e.g., as major nutrients, as trace metal suppliers, as ionic strength-balancing agents, as precursors for secondary-metabolite synthesis, as buffering agents, as pH control agents, and as reactants to remove specific inhibitory nutrients from the medium. The nitrogen-containing salts (e.g., ammonium sulfate, ammonium nitrate, sodium nitrate, and potassium nitrate) can provide a substantial portion of the nitrogen requirement for cell growth when combined with organic nitrogen. When salts are used as nitrogen nutrients, their metabolism invariably results in pH changes in the medium. For example, when ammonium sulfate is utilized by the organism, the pH tends to fall, and when sodium nitrate is utilized, the pH tends to rise. Therefore, it is very important that adequate buffering or pH control be provided to counterbalance these pH effects. Ammonia used for pH control has the advantage of regulating pH while replenishing ammonium nitrogen used up from ammonium sulfate in the medium. Another major nutrient supplied as inorganic salt is phosphorus in the form of phosphate salts. Phosphorus from soluble phosphate salts is more readily available to the organism than the phosphorus derived from organic nutrients such as yeast. As a result, it is possible to control the rate of growth by balancing organic phosphorus against inorganic phosphorus salts. Although most organic nitrogen sources such as grain meals and yeast extracts contain many of the minerals Downloaded from www.asmscience.org by IP: 132.239.1.230 On: Mon, 02 Jan 2017 08:21:34 664 ■ biological engineering and scale-up of industrial processes required for growth, the fermentation medium is often supplemented with salts that provide elements that are required in greater than trace quantities. For example, magnesium and potassium salts and the salts containing sulfate are generally included in the medium if they have not already been included for other purposes. Trace elements such as iron, zinc, manganese, copper, cobalt, and molybdenum are generally not included in fermentation media containing high concentrations of complex ingredients unless they serve specific purposes in metabolism. For example, if product synthesis is known to be carried out by an enzyme complex containing cobalt, this element will be included in the medium at a concentration of a few parts per million to ensure that it is not scarce. When a medium contains low concentrations of complex ingredients, it is important to include a trace element mixture in the fermentation medium. In fermentations where the ionic strength has to be relatively high, sodium chloride or sodium sulfate is included in the medium. The insoluble salt calcium carbonate is added to prevent the fermentation pH from falling below 6.0. As the pH drops below 6, calcium carbonate dissolves in the medium, raising its pH. Phosphate salts are rarely used for buffering in fermentation media because the phosphorus balance has to be based on the metabolism rather than on the buffering needs. The soluble calcium salts such as calcium chloride and calcium acetate are often used to precipitate out soluble phosphate (in the form of calcium phosphate) from the media of fermentations in which product synthesis is strongly inhibited by phosphate. Minerals also serve as precursors in antibiotic fermentations. In penicillin and cephalosporin fermentations, sufficient sulfate salts have to be included in the medium to supply the sulfur required for the syntheses of these sulfur-containing antibiotics. Similarly, chloride salts must be included in the medium for vancomycin fermentation since the vancomycin molecule contains several chlorine atoms. 46.3.4. Specialty Chemicals Several types of specialty chemicals are added to largescale fermentation media. The most important of these chemicals are the defoamers. The defoamers reduce the interfacial surface tension between air and water to facilitate bubble coalescence. In the fermentation industry, silicone and polyol-based defoamers have largely replaced vegetable oils as defoamers. The advantages of the synthetic defoamers are that they are cost-effective and very slowly metabolized and do not have appreciable metabolic side effects. The two most popular defoamers in use in the fermentation industry are polypropylene glycol and silicone emulsion. The defoamers are generally batched with the starting medium. In many fermentations, however, it is necessary to supply defoamer throughout the fermentation cycle to control foam and to control air holdup. Emulsifiers used in fermentations (such as Tween and Span) play a role opposite to that of defoamers. They are added to stabilize small droplets of oily nutrients by increasing the surface tension between oil and water. The small droplets have a dramatically increased surface area and thus allow oily substrates to be more readily utilized by the fermentation organism. Metal-chelating agents such as EDTA are often included in fermentation media. The chelating agents have two diametrically opposed effects. On the one hand, they can tie up metal ions that are toxic to the microorganism. On the other hand, they can prevent the precipitation of a required trace metal by forming a soluble complex. The availability of the metal to the fermenting microorganism depends upon whether the microorganism can effectively compete with the complexing agent for the required metal. An important class of specialty products used in the fermentation industry is made up of various enzyme preparations. Crude preparations of enzymes such as amylase, protease, and cellulase are used to precondition the medium. Invariably, these enzymes are used at the mixing stage before medium sterilization. A partial breakdown of the starch of medium components such as corn flour can be achieved by the addition of amylase. The cellulase complex can be used to reduce the viscosity of a medium containing a high concentration of ingredients such as soy or cottonseed flour. Proteases can predigest the medium proteins before sterilization. Enzymatic pretreatment of a fermentation medium thus allows a crude and cheaper raw material to be substituted for a more refined and expensive raw material. Significant efforts are currently under way to investigate the pretreatment of cheaper raw materials to enable their economic fermentation to ethanol or other biofuels. 46.3.5. Sources of Information on Fermentation Raw Materials and Microbial Composition The best source of information on a given class of fermentation raw material is the industry in which it is generated. Information about such things as the protein, fat, carbohydrate, and mineral contents of various raw materials is readily available from the supplier of the raw materials. However, this information is not necessarily generated for the use of the fermentation industry. It is generated for the benefit of the primary users, which in most cases are the animal feed and food industries. As a result, interpretation of the information for fermentation use is up to the fermentation scientist. For example, while the total nitrogen value of a grain-based product may be meaningful from the point of view of a weight gain calculation when the product is fed to a farm animal, it may not necessarily have the same meaning as the nitrogen available for the fermentation microorganism to grow on. For the same reason, the carbohydrate value provided by the manufacturer of one product may be higher than the value provided for a second product, and yet the second product could have more available carbon for a particular fermentation microorganism. The information provided by the manufacturer is a good approximation for the initial evaluation and for preliminary cost calculations. Actual fermentation experiments are necessary in all cases to justify a change of raw material. In recent years, some of the raw materials suppliers have taken it upon themselves to evaluate their products for various fermentation processes and publish the results in their own manuals or in scientific journals. A list or database of fermentation raw materials is essential for the fermentation medium designer. Such a database should include medium composition (both molecular and elemental), but could also include such things as price, supplier, and availability. Useful lists of such data include the following. • • Miller and Churchill (12) lists many fermentation raw materials by their trade names along with their applications in various types of fermentation processes. Atkinson and Mavituna (1) is a useful source of data for a range of fermentation situations and has a list of compositions of fermentation medium components. Downloaded from www.asmscience.org by IP: 132.239.1.230 On: Mon, 02 Jan 2017 08:21:34 46. raw Materials selection and Medium development • • Solomons (15), an older but classic practical fermentation guide, has a chapter on constituents of fermentation culture media. Kennedy and Reader (10) may have general applicability, although this paper describes only raw materials available in New Zealand. Many such lists are prepared by the suppliers of fermentation media, such as the Traders’ Guide to Fermentation Media Formulation (20). A similar information booklet relating to soy products, titled Soy Protein Products in Fermentation, is supplied by Cargill, Inc. (3). Knowledge of suppliers reveals trends in composition and availability and is particularly useful when it comes to using agricultural by-products for fermentation media. In the case of some commodity products where there is intense price pressure on raw-material costs, or when the goal of the fermentation is to add value to an otherwise low-value by-product stream, the list of possible medium components is quite constricted. Usually this means incorporating agricultural products in the fermentation medium in a very crude state. Data on agricultural products are best found from the relevant trade organization or from food nutrition databases. Many countries maintain databases of food composition, including the United States, Denmark, Australia, and New Zealand, which profile the main agricultural products of the country concerned. These are usually conveniently Web searchable; see, for example, those provided by the U.S. Department of Agriculture (www.ars.usda.gov/Aboutus/docs.htm?docid=6300) and Plant and Food Research (www.crop.cri.nz/home/productsservices/nutrition/foodcompdata/fcd-products/fcd-food -comp-tables.php). Another good source of data on agricultural by-products is the Feed Industry Red Book by Goihl and McEllhiney (6). There are also compilations of media that can be useful for selecting a medium specific for a certain situation. Most of these compilations are laboratory media, rather than industrial fermentation media, and thus limited in use for scale-up. They do, however, provide a useful starting point. Examples of already specified media sources include Handbook of Culture Media for Food Microbiology (5), Difco & BBL Manual: Manual of Microbiological Culture Media (2), and The Oxoid Manual of Culture Media, Ingredients and Other Laboratory Services (14). Most practitioners of fermentation medium design have favorite compositions for specific microorganisms, so soliciting colleagues for a suggested medium for a particular microorganism is often enlightening. As discussed earlier in this chapter, the composition of the microorganism (molecular and elemental) is also important in medium design for the purpose of calculating potential biomass and product yield, via mass balance. For accurate data, it is best to measure the composition for the microorganism in question. 46.4. GENERAL CONSIDERATIONS FOR INDUSTRIAL (COMPLEX) MEDIUM DEVELOPMENT OR IMPROVEMENT 46.4.1. Rationale for Improving a Fermentation Medium Designing an improved fermentation medium can be laborious, expensive, open-ended, and time-consuming, involving a large number of experiments. Consequently, it is important that the effort is justified and, most importantly, ■ 665 that the target of the optimization is identified. The main reasons the fermentation industry designs improved fermentation media are to (i) improve product yield, (ii) decrease the cost of the medium, (iii) ease product separation, (iv) avoid the microbe making undesired by-products, (v) reduce waste treatment costs, and (vi) improve robustness (the ability of a medium to repeatedly perform well at large scale). It is very important at the start of a medium design campaign to clearly identify which of these reasons is the primary target of the effort. In a typical industrial antibiotic fermentation, improving product yield always has a larger impact on the overall process cost than does simple medium cost reduction. Very often, yield improvement not only improves the economy of the fermentation process itself but also has beneficial effects on downstream processing. The product-to-impurity ratio increases as the fermentation yield increases, making the recovery process more efficient. In some mature fermentations, productivity improvement beyond a certain level is difficult to attain due to genetic limitations or the inability of the microorganism to tolerate increasingly higher concentration of the product. In such cases, fermentation raw-material cost reduction alone can be the major component of the overall cost reduction efforts. The value of the final product and the volume of the product produced are other important considerations. First, consider the final product value relative to the cost of the raw materials used. In the fermentation industry, the contribution of fermentation raw materials to the overall production cost may vary from as little as 5% (for example, the production of high-value biological agents such as interferon or the production of steroids) to as much as 50% (for example, the production of commodities such as ethanol). The scientist working on the former type of product has much greater flexibility in selecting raw materials, since the overall production cost is not appreciably increased by introduction of a relatively costly raw material. The goal here is to reduce the overall cost by increasing the fermentation yield. In the latter case, however, the incremental cost increase due to the introduction of a new raw material has to be more than compensated by the increase in yield and product quality. The agricultural commodity products and by-products from the brewery and corn wetmilling industries are the typical raw materials used in fermentation processes for low- and medium-value products such as organic acids and well-established antibiotics. On the other hand, exotic raw materials such as refined yeast extracts and exotic growth factors can be cost-effective in fermentation processes of high-value products such as biological peptides. The usage rate of a given raw material and the overall volume of the fermentation broth processed also have to be taken into account for medium development decisions. If an ingredient is used at a few parts per million, its unit cost does not significantly affect the overall process cost. If the volume of the fermentation broth is very large, however, the overall cost may still be significantly affected. The availability of a given raw material in a given geographic location is another consideration. Should a specific material be shipped long distance, or should the medium formulation be changed so that a readily available material can be used in its place? This depends largely upon how sensitive the fermentation yield is to the type of material used. While a readily available raw material may give a somewhat reduced yield, in the long run it may be more cost-effective to standardize the medium with that material than to Downloaded from www.asmscience.org by IP: 132.239.1.230 On: Mon, 02 Jan 2017 08:21:34 666 ■ biological engineering and scale-up of industrial processes depend upon a material that gives higher yield but may be subject to supply disruption. On the large scale, supply disruption is a crucial issue. Access to at least two suppliers of any particular component in the medium is recommended. This recommendation prevents a large disruption should one supplier suddenly no longer supply a given component or go out of business. In the case of some agricultural products, adverse weather can disturb supply. Agricultural products are also susceptible to price fluctuations. A rapid rise in cost of one component may mean its removal from the fermentation and substitution with another. One recent example of such price fluctuations was caused by the rapid rise in the use of biofuels, disturbing supply and prices of agricultural commodities. It is a useful exercise to rank each substrate on a price/kilogram of carbon and price/kilogram of nitrogen basis for comparison. In this way critical prices, where an alternative substrate becomes more cost-effective, can be identified and market prices tracked. A new component validation procedure ensures that new components can quickly be given an end-use test to confirm their performance and robustness. Other factors to consider are whether the quality of the material will be adversely affected during long-distance shipping and/or prolonged storage. Raw materials such as yeast paste and corn steep liquor are not stable enough for prolonged storage. On the other hand, raw materials with low moisture content such as cottonseed meal, soy flour, and spray-dried yeast are reasonably stable over long periods of storage. 46.4.2. Nature of Fermentation Raw Materials Most raw materials used in the fermentation industries are not designed for that use. They are generally designed to supply commodities for the food and feed industry. Thus, soy meals, cottonseed meals, and corn gluten meals are designed primarily as animal feed protein sources. Various yeast products are designed for both human food and animal feed applications. Corn syrups of different levels of hydrolysis are made for application in the foodprocessing industry. Since the fermentation industry is not the primary user of these raw materials, the industry does not have much control over their processing and the resulting quality from the point of view of their use in fermentation processes. Also, agricultural products are subject to variation due to growing seasons, soil conditions, and storage conditions. In short, raw-material variability is the rule rather than the exception. In medium design, then, it is necessary to use multiple sources of the same class of nutrient to reduce process variability. Thus, including two complex nitrogen sources in the medium formulation is more desirable than depending upon a single ingredient. It is also recommended that several lots of the same raw material be tested before settling on a given medium formulation. If the product yield varies excessively due to lot-to-lot variability, it is better to avoid that raw material in the medium formulation altogether. Crude complex raw materials are more likely to exhibit greater variability in composition compared to synthetic medium components. At this point, it should be noted that water used to prepare fermentation medium is the major component of the medium. In large fermentation plants, this water is usually not distilled or deionized water, as may be the case in the laboratory. As a result, certain metal ions and organic components that come dissolved in the water as impurities become part of the fermentation medium. These impurities and their concentrations may vary on a seasonal basis. In addition, the profile of inorganic and organic components that come with the water may vary when the municipal water treatment plant experiences upsets in its operations. Many fermentation plants use readily available water from adjacent water sources such as lakes, rivers, or deep wells with minimal pretreatment. These water sources are also subject to seasonal variability. Water quality is an important variable when fermentation processes are scaled up from the laboratory, where deionized or distilled water may be used. The water quality is also an important consideration when fermentations involving identical raw materials perform differently at differing physical plant locations. Most fermentation plants monitor the water quality only superficially, and it is seldom known which water quality parameters are important for a given fermentation process. 46.5. GENERAL GUIDELINES FOR FERMENTATION MEDIUM DEVELOPMENT 46.5.1. Seed Medium and Product Synthesis Medium Generally, the purpose of the seed culture is to grow cells as fast as possible on the basis of predefined criteria such as dissolved-oxygen level, oxygen uptake rate, or centrifuged cell volume. This can be readily achieved by supplying the required nutrient for growth without regard to the product formation needs. When developing a medium for the production stage of a process, the selection of medium components and optimization of their concentrations in the medium are more involved. The objective is not only to develop cell mass but also to synthesize the product at the highest rate possible. The cell density attained, the growth rate during the cell growth, the fermentation time, and the subsequent maintenance metabolism are all important factors in maximizing product formation. The rate of cell growth often can be controlled by controlling the level of readily available nutrients such as glucose, amino acids, and soluble phosphate and by controlling the growth temperature. The slow-growth and maintenance metabolism during the product synthesis phase of the fermentation process is generally controlled by supplying additional nutrients slowly. This controlled nutrient feed is usually composed of glucose or vegetable oil. In some cases, ammonia or complex nitrogen sources are also supplied during this phase. Another way of controlling the slow-growth and maintenance phase of the fermentation process is to include in the medium a carbon (or nitrogen) source that is only gradually utilized by the organism. Often, carbohydrates such as lactose or starch are used for this purpose. The organism being cultivated must produce specific enzymes such as b-galactosidase or amylase to be able to utilize these carbon sources. Various oils are frequently added as the source of carbon that is gradually consumed by microorganisms exhibiting lipase activity. Coarse raw materials such as soybean grits and corn gluten meal are used to supply slow-releasing nitrogen. Enzymes such as cellulase and protease must be induced for the organism to utilize these coarse nitrogen sources. In addition to maintenance nutrients, some secondary-metabolite fermentations require the addition of precursor compounds. For example, the precursors phenylacetic acid and uracil are added to fermentations of the antibiotics penicillin and nikkomycin, respectively. Downloaded from www.asmscience.org by IP: 132.239.1.230 On: Mon, 02 Jan 2017 08:21:34 46. raw Materials selection and Medium development 46.5.2. Using Laboratory Fermentation Medium as the Starting Point Industrial fermentation organisms are generally highly mutated organisms that are developed in strain development laboratories over many years. The fermentation conditions under which these organisms have been selected must be taken into consideration during medium development work. If a strain has been selected with a laboratory fermentation medium that is based on cottonseed meal as the primary nitrogen source, it may not perform well in a medium based on corn steep liquor as the primary nitrogen source. This is not to say that more closely related medium ingredients such as soy flour and peanut meal may not give yield improvements. The relationship between the laboratory carbon source and the carbon source used in the largescale fermentation is often not straightforward. Because in shake flask fermentations external pH control is not possible, a readily utilized carbon source such as glucose is very seldom used unless the medium is heavily buffered. Typically, a carbon source such as sucrose, lactose, dextrin, or starch is used to maintain the pH in a reasonable range. When these processes are scaled up, similar complex carbohydrates are initially used in a batch mode. As the process is developed further, however, they are often replaced with an external feed of a readily utilizable carbon source such as glucose, accompanied by pH control. A similar situation can also arise with regard to simple nitrogen sources. Although nitrates or amino acids have to be used in a laboratory fermentation medium for the purpose of pH balancing and slow nitrogen release, they can be replaced in large-scale fermentations with more readily available and cheaper materials such as ammonium sulfate or ammonia, with appropriate control mechanisms. The overall efficiency of nutrient utilization may also change when the fermentation process is scaled up to large fermentors, in which the agitation and aeration conditions are more intense than those in shake flasks. More often than not, the nutrient requirement increases when going from shake flasks to large fermentors. 46.5.3. Considerations of the Fermentation Medium as a Whole A fermentation medium is typically prepared by dissolving or suspending various raw materials in water. Before the medium is inoculated with the desired microorganism, it is heat sterilized. The batch sterilization involves heating the medium to over 121°C for a period ranging from 30 to 60 min. Continuous sterilization is carried out by rapidly bringing up the temperature to 145 to 155°C and holding it at that temperature for 5 to 10 min. This heat sterilization of a mixture of ingredients in water has a profound effect on the resulting fermentation medium. A number of chemical and physical changes occur during sterilization. Insoluble ingredients such as grain flours and meals are partially solubilized. Macromolecules such as proteins and starch are partly degraded to more soluble and readily metabolizable lower-molecular-weight peptides and oligosaccharides. The inorganic components of the medium react among themselves and with organic components to give new compounds. For example, various metal ions complex with protein molecules to alter protein solubility, organic phosphorus compounds release phosphate into the medium, dissolved phosphorus is precipitated as insoluble metal phosphates, etc. In some cases, the heat sterilization generates toxic chemicals from relatively benign medium ■ 667 ingredients. A well-known example of this toxicity is the Maillard reaction between reducing sugars and amino compounds to give growth-inhibiting amino sugars. To prevent this reaction, reducing sugars such as glucose are sterilized separately from the medium containing amino acids and ammonia. The two components of the medium are mixed after they are cooled to about 40°C. Since various medium components interact during sterilization, it is important to examine the effect of an ingredient being added or removed on the overall chemistry of the medium. The organism may not require calcium salt for growth or for product formation. However, calcium may play a critical role by precipitating out excess phosphate from the medium in the form of insoluble calcium phosphate and allowing a phosphate-regulated product to be synthesized. The elimination of soluble phosphate will also change the medium’s buffering capacity. The pH of the medium during sterilization is important because the chemical reactions occurring in an aqueous medium are affected by pH. The pH can have an effect on both the rates of reactions and the equilibrium composition. For this reason, it is generally necessary to experiment with sterilization pH to optimize the performance of the medium under development. It is well known that by manipulating sterilization pH, one can increase or decrease protein solubilization from a medium containing insoluble protein sources such as grain flours and meals. Sterilization heat damage to a medium can have a significant impact on fermentation medium performance. Unfortunately, heat input to a fermentation medium during sterilization can vary considerably on scale-up, depending on fermentor geometry. One way to quantitatively track the heat input as scale is varied is the use of the del factor (or Ro) calculation (18). Del factor can be used to track variations in heat input between sterilization batches, should a medium be unavoidably sensitive to such damage. Some components of the medium may have an indirect effect even in the absence of heat sterilization. For example, seemingly inert oils and defoamers may create micelles in the broth that solubilize proteinaceous components and fats that may otherwise be unavailable for metabolism. Some surfaceactive agents have no metabolic effect but may have substantial effects on the oxygen transfer characteristics of the fermentation broth by changing the surface tension at the air-liquid interface. Many fermentation media containing complex proteins tend to foam heavily during sterilization, and addition of defoamer may be necessary even though the fermentation process itself does not require foam control chemicals. On rare occasions, the order of addition of various ingredients when the medium is prepared, the temperature at which the presterilized medium is prepared, and the length of time the medium is held before sterilization will affect the performance of the fermentation process. Particle size can have a significant effect on fermentation medium performance. Large particles have a smaller surface area per unit volume than small particles, and this means that they may dissolve or get degraded at a slower rate during the fermentation, affecting fermentation kinetics. Calcium carbonate is particularly susceptible to this effect. Large particles also require a longer time to sterilize, meaning more heat damage to other components in the medium. Solid substrates also interfere with the common DCW cell mass assay, and one of the advantages of a synthetic medium is the ability to conduct meaningful DCW cell mass assays. Regulatory preferences also play a part in fermentation medium design. Some companies may wish to avoid using all animal-derived products due to the potential Downloaded from www.asmscience.org by IP: 132.239.1.230 On: Mon, 02 Jan 2017 08:21:34 668 ■ biological engineering and scale-up of industrial processes contamination by self-replicating proteins referred to as prions. Strong evidence supports prions’ being responsible for causing bovine spongiform encephalopathy, a transmissible spongiform encephalopathy, in cattle. Other companies may accept the use of milk-based products, e.g., casein hydrolysate, or fish-derived products, e.g., fish meal. When designing a fermentation medium, it is worthwhile doing an elemental mass balance, not only to see that sufficient components are present to achieve a desired yield but also to inspect the medium for overdosing. Too high a concentration of some minerals may be toxic. Copper is an example of a mineral of which it is easy to add too much. The exact amount that a microbe will tolerate can be strain specific. Corrosion of equipment may inadvertently add minerals to toxic levels. For this reason, copper pipes contacting the medium are to be avoided. Corrosion may also present an issue in the special case of growing marine microbes. Some marine microbes need high levels of sodium chloride in the fermentation medium, which can provide a significant corrosion challenge for stainless steel equipment. Often forgotten in fermentation medium design is the fact that oxygen is a metabolic requirement and that carbon dioxide can dissolve in the medium and become inhibitory. While developing a medium at laboratory level, poor results may be due to poor oxygen transfer rather than the components in the medium. Another trap when developing a medium at small scale is the appearance of wall growth. This will invalidate results, as product formation (or lack thereof) in this wall growth is not representative of what will happen in a large-scale fermentor (where wall growth, if present at all, will be only a small fraction of the total fermentation volume). Wall growth on the small scale can be greatly reduced by adding a small amount of a growth dispersion agent for filamentous microorganisms, such as Junlon polyacrylic acid (7). Because the fermentation medium after sterilization (and hence after the chemical and physical changes have taken place) is the real medium in which the organism of interest is to be grown, it is important to characterize the sterilized medium. Certain overall indices such as soluble nitrogen, reducing-sugar equivalent, and soluble phosphate are often used to characterize the sterilized fermentation medium. However, these indices give only a gross measure of the properties of the medium. Only by understanding the chemical and physical phenomena taking place in the medium during batching, sterilization, and the fermentation process itself can one truly master the art of fermentation medium development. Last, it is important to ask, when are medium design efforts sufficient? Usually some form of medium design continues during the life of the product due to the introduction of new strains from a strain improvement program, the necessity of further yield improvements, or the replacement of components for some reason. The time to stop is when resources run out or when no changes seem to improve the best medium. It is important not to overinvest in medium design, and one tool useful in assessing this is to plot the number of media tested versus the maximum performance to date. Typically such a curve follows asymptotic behavior quite quickly (especially if statistical experimental design is used), which indicates visually when the point of diminishing returns is reached (11). Fermentation medium design is both an art form and a logical science, and this is what makes it a challenge. REFERENCES 1. Atkinson, K., and F. Mavituna. 1991. Biochemical Engineering and Biotechnology Handbook, 2nd ed. Stockton Press, New York, NY. 2. Becton, Dickinson and Company. Difco & BBL Manual: Manual of Microbiological Culture Media. Becton, Dickinson and Company, Franklin Lakes, NJ. 3. Cargill, Inc. Soy Protein Products in Fermentation. Cargill, Inc., Cedar Rapids, IA. 4. Corbett, K. 1985. Design, preparation and sterilization of fermentation media, p. 127–139. In A. T. Bull and H. Dalton (ed.), Comprehensive Biotechnology, vol. 1. The Principles of Biotechnology: Scientific Fundamentals. Pergamon Press, Inc., New York, NY. 5. Corry, J. E. L., G. D. W. Curtis, and R. M. Baird. 2003. Handbook of Culture Media for Food Microbiology, 2nd ed. (Progress in Industrial Microbiology Series). Elsevier, Amsterdam, The Netherlands. 6. Goihl, J. H., and R. R. McEllhiney. 1994. Feed Industry Red Book. Comm. Marketing, Inc., Eden Prairie, MN. 7. Hobbs, G., C. M. Frazer, D. C. J. Gardner, J. A. Cullum, and S. G. Oliver. 1998. Dispersed growth of Streptomyces in liquid culture. Appl. Microbiol. Biotechnol. 31:272–277. 8. Junker, B., J. Zhang, Z. Mann, J. Reddy, and R. 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Microbiol. 24:51–66. 14. Oxoid Ltd. 1982. The Oxoid Manual of Culture Media, Ingredients and Other Laboratory Services, 5th ed. Oxoid Ltd., London, United Kingdom. 15. Solomons, G. 1969. Materials and Methods in Fermentation. Academic Press, New York, NY. 16. Vardar-Sukan, F. 1988. Efficiency of natural oils as antifoaming agents in bioprocesses. J. Chem. Technol. Biotechnol. 43:39–47. 17. Verduyn, C. 1991. Physiology of yeast in relation to biomass yields. Antonie Van Leeuwenhoek 60:325–353. 18. Wang, D. I. C., C. L. Cooney, A. L. Demain, P. Dunnill, A. E. Humphrey, and M. D. Lilly. 1979. Fermentation and Enzyme Technology. John Wiley & Sons, New York, NY. 19. Yang, X. M., L. Xu, and L. Eppstein. 1992. Production of recombinant human interferon-alpha 1 by Escherichia coli using a computer-controlled cultivation process. J. Biotechnol. 23:291–301. 20. Zabriskie, D. W., W. B. Armiger, D. H. Phillips, and P. A. Albano. 1999. Traders’ Guide to Fermentation Media Formulation. Traders’ Protein, Memphis, TN. 21. Zhang, J., and R. Greasham. 1999. Chemically defined media for commercial fermentations. Appl. Microbiol. Biotechnol. 51:407–421. Downloaded from www.asmscience.org by IP: 132.239.1.230 On: Mon, 02 Jan 2017 08:21:34