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# Modern Industrial Microbiology and Biotechnology

Its potential application in biotechnology and industrial microbiology is that it can

facilitate the identification of uncultured organisms whose role in a multi-organism

environment such as sewage or the degradation of a recalcitrant chemical soil may be

hampered because of the inability to culture the organism. Indeed a method has been

patented for isolating organisms of pharmaceutical importance from uncultured

organisms in the environment. This is discussed in detail in Chapter 28 where

approaches to drug discovery are discussed.

3.7 NATURE OF BIOINFORMATICS

Bioinformatics is a new and evolving science and may be defined as the use of computers

to store, compare, retrieve, analyze, predict, or simulate the composition or the structure

of the genetic macromolecules, DNA and RNA and their major product, proteins.

Important research efforts in bioinformatics include sequence alignment, gene finding,

genome assembly, protein structure alignment, protein structure prediction, prediction of

gene expression and protein-protein interactions, and the modeling of evolution.

Bioinformatics uses mathematical tools to extract useful information from a variety of

data produced by high-throughput biological techniques. Examples of succesful

extraction of orderly information from a ‘forest’ of seemingly chaotic information include

the assembly of high-quality DNA sequences from fragmentary ‘shotgun’ DNA

sequencing, and the prediction of gene regulation with data from mRNA microarrays or

mass spectrometry.

The increased role in recent times of bioinformatics in biotechnology is due to a vast

increase in computation speed and memory storage capability, making it possible to

undertake problems unthinkable without the aid of computers. Such problems include

large-scale sequencing of genomes and management of large integrated databases over

the Internet. This improved computational capability integrated with large-scale

miniaturization of biochemical techniques such as PCR, BAC, gel electrophoresis, and

microarray chips has delivered enormous amount of genomic and proteomic data to the

researchers. The result is an explosion of data on the genome and proteome analysis

leading to many new discoveries and tools that are not possible in wet-laboratory

experiments. Thus, hundreds of microbial genomes and many eukaryotic genomes

including a cleaner draft of human genome have been sequenced raising the expectation

of better control of microorganisms. Bioinformatics has been used in the following four

areas:

a. genomics – sequencing and comparative study of genomes to identify gene and

genome functionality;

b. proteomics – identification and characterization of protein related properties and

reconstruction of metabolic and regulatory pathways;

c. cell visualization and simulation to study and model cell behavior; and

d. application to the development of drugs and anti-microbial agents.

The potential gains especially following from sequencing of the human genome and

many microorganisms are greater understanding of the genetics of microorganisms and

their subsequent improved control leading to better diagnosis of the diseases through the

use of protein biomarkers, protection against diseases using cost effective vaccines and

Aspects of Molecular Biology and Bioinformatics of Relevance in Industrial #

rational drug design, and improvement in agricultural quality and quantity. Some of

these are discussed in Chapter 28 under the heading of drug discovery.

3.7.1 Some Contributions of Bioinformatics to

Biotechnology

Some contributions made by bioinformatics to biotechnology include automatic genome

sequencing, automatic identification of genes, identification of gene function, predicting

the 3D structure modeling and pair-wise comparison of genomes.

i. Automatic genome sequencing

The major contribution of the bioinformatics in genome sequencing has been in the: (i)

development of automated sequencing techniques that integrate the PCR or BAC based

amplification, 2D gel electrophoresis and automated reading of nucleotides, (ii) joining

the sequences of smaller fragments (contigs) together to form a complete genome

sequence, and (iii) the prediction of promoters and protein coding regions of the genome.

PCR (Polymerase Chain Reaction) or BAC (Bacterial Artificial Chromosome)-based

amplification techniques derive limited size fragments of a genome. The available

fragment sequences suffer from nucleotide reading errors, repeats – very small and very

similar fragments that fit in two or more parts of a genome, and chimera – two different

parts of the genome or artifacts caused by contamination that join end-to-end giving a

artifactual fragment. Generating multiple copies of the fragments, aligning the fragments,

and using the majority voting at the same nucleotide positions solve the nucleotide

reading error problem. Multiple experimental copies are needed to establish repeats and

chimeras. Chimeras and repeats are removed before the final assembly of the genome-

fragments. Using mathematical models, the fragments are joined. To join contigs, the

fragments with larger nucleotide sequence overlap are joined first.

ii. Automated Identification of Genes

After the contigs are joined, the next issue is to identify the protein coding regions or ORFs

(open reading frames) in the genomes. The identification of ORFs is based on the

principles described earlier. The two programs which are used are GLIMMER and

GenBank.

iii. Identifying gene function: searching and alignment

After identifying the ORFs, the next step is to annotate the genes with proper structure

and function. The function of the gene has been identified using popular sequence search

and pair-wise gene alignment techniques. The four most popular algorithms used for

functional annotation of the genes are BLAST, BLOSUM, ClustalX, and SMART

iv. Three-dimensional (3D) structure modeling

A protein may exist under one or more conformational states depending upon its

interaction with other proteins. Under a stable conformational state certain regions of the

protein are exposed for protein-protein or protein-DNA interactions. Since the function is

also dependent upon exposed active sites, protein function can be predicted by matching

the 3D structure of an unknown protein with the 3D structure of a known protein. With

# Modern Industrial Microbiology and Biotechnology

bioinformatics it is possible to predict the possible conformations of the protein coded for

by a gene and therefore the function of the protein.

v. Pair-wise genome comparison

After the identification of gene-functions, a natural step is to perform pair-wise genome

comparisons. Pair-wise genome comparison of a genome against itself provides the

details of paralogous genes – duplicated genes that have similar sequence with some

variation in function. Pair-wise genome comparisons of a genome against other genomes

have been used to identify a wealth of information such as ortholologous genes –

functionally equivalent genes diverged in two genomes due to speciation, different types

of gene-groups – adjacent genes that are constrained to occur in close proximity due to

their involvement in some common higher level function, lateral gene-transfer – gene

transfer from a microorganism that is evolutionary distant, gene-fusion/gene-fission,

gene-group duplication, gene-duplication, and difference analysis to identify genes

specific to a group of genomes such as pathogens, and conserved genes.

In conclusion, despite the recent emergence of bioinformatics it is already making big

impacts on biotechnology. Except for the availability of bioinformatics techniques, the

vast amount of data generated by genome sequencing projects would be unmanageable

and would not be interpreted due to the lack of expert manpower and due to the

prohibitive cost of sustaining such an effort. In the last decade bioinformatics has silently

filled in the role of cost effective data analysis. This has quickened the pace of discoveries,

the drug and vaccine design, and the design of anti-microbial agents. The major impact of

bioinformatics in microbiology and biotechnology has been in automating microbial

genome sequencing, the development of integrated databases over the Internet, and

analysis of genomes to understand gene and genome function. Programs exist for

comparing gene-pair alignments, which become the first steps to derive the gene-function

and the functionality of genomes. Using bioinformatics techniques it is now possible to

compare genomes so as to (i) identify conserved function within a genome family; (ii)

identify specific genes in a group of genomes; and (iii) model 3D structures of proteins

and docking of biochemical compounds and receptors. These have direct impact in the

development of antimicrobial agents, vaccines, and rational drug design.

SUGGESTED READINGS

Bansal, K.A. 2005 Bioinformatics in microbial biotechnology – a mini review, Microbial Cell

Factories 2005, 4, 19-30.

Dorrel, N., Champoin, O.L., Wren, B.W. 2002. Application of DNA Microarray for Comparative

and Evolutionary Genomics In: Methods in Microbiology. Vol 33, Academic Press

Amsterdam; the Netherlands pp. 83–99.

Handelsman, J., Liles, M., Mann, D., Riesenfeld, C., Goodman, R.M. 2002. In: Methods in

Microbiology. Vol 33, Academic Press Amsterdam; the Netherlands pp. 242–255.

Hinds, J., Liang, K.G., Mangan, J.A., Butecer, P.D. 2002. Glass Slide Microarrays for Bacterial

Genomes. In: Methods in Microbiology. Vol 33, Academic Press Amsterdam; the Netherlands

83–99.

Hinds, J., Witney, A.A., Vaas, J.K. 2002. Microarray Design for Bacterial Genomes. In: Methods in

Microbiology. Vol 33, Academic Press Amsterdam; the Netherlands, 67-82.

Aspects of Molecular Biology and Bioinformatics of Relevance in Industrial #!

Madigan, M., Martinko, J.M. 2006. Brock Biology of Microorganisms 11

ed. Pearson Prentice

Hall, Upper Saddle River, USA.

Manyak, D.M., Carlson, P.S. 1999. Combinatorial Genomics

: New tools to access microbial

chemical diversity In: Microbial Biosystems: New Frontiers, C.R. Bell, M. Brylinsky, P.

Johnson-Green, (eds) Proceedings of the 8th International Symposium on Microbial Ecology

Atlantic Canada Society for Microbial Ecology, Halifax, Canada, 1999.

Priest, F., Austin, B. 1993. Modern Bacterial Taxonomy. Chapman and Hall. London, UK.

Riesenfeld, C.S., Schloss, P.D., Handelsman, 2004. Metagenomics: Genomic Analysis of Microbial

Communities. Annual Review of Genetics 38, 525-52.

Rogic, S., Mackworth, A.K., Ouellette, F.B.F. 2001. Evaluation of Gene-Finding Programs on

Mammalian Sequences Genome Research 11, 817-832.

Whitford, D. 2005. Proteins: Structure and Function. John Wiley and Sons Chichester, UK.

Zhou, J. 2002. Microarrays: Applications in Environmental Microbiology. In: Encyclopedia of

Environmental Microbiology Vol 4. Wiley Interscience, New York USA. pp. 1968-1979.

54 Modern Industrial Microbiology and Biotechnology

The use of a good, adequate, and industrially usable medium is as important as the

deployment of a suitable microorganism in industrial microbiology. Unless the medium

is adequate, no matter how innately productive the organism is, it will not be possible to

harness the organism’s full industrial potentials. Indeed not only may the production of

the desired product be reduced but toxic materials may be produced. Liquid media are

generally employed in industry because they require less space, are more amenable to

engineering processes, and eliminate the cost of providing agar and other solid agents.

4.1 THE BASIC NUTRIENT REQUIREMENTS OF

INDUSTRIAL MEDIA

All microbiological media, whether for industrial or for laboratory purposes must satisfy

the needs of the organism in terms of carbon, nitrogen, minerals, growth factors,

and water. In addition they must not contain materials which are inhibitory to growth.

Ideally it would be essential to perform a complete analysis of the organism to be grown

in order to decide how much of the various elements should be added to the medium.

However, approximate figures for the three major groups of heterotrophic organisms

usually grown on an industrial scale are available and may be used in such calculations

(Table 4.1).

Carbon or energy requirements are usually met from carbohydrates, notably (in laboratory

experiments) from glucose. It must be borne in mind that more complex carbohydrates

such as starch or cellulose may be utilized by some organisms. Furthermore, energy

sources need not be limited to carbohydrates, but may include hydrocarbons, alcohols, or

even organic acids. The use of these latter substrates as energy sources is considered in

Chapters 15 and 16 where single cell protein and yeast productions are discussed.

In composing an industrial medium the carbon content must be adequate for the

production of cells. For most organisms the weight of organism produced from a given

weight of carbohydrates (known as the yield constant) under aerobic conditions is about

Industrial Media and the

Nutrition of Industrial

Organisms

CHAPTER

Industrial Media and the Nutrition of Industrial Organisms 55

0.5 gm of dry cells per gram of glucose. This means that carbohydrates are at least twice

the expected weight of the cells and must be put as glucose or its equivalent compound.

Nitrogen is found in proteins including enzymes as well as in nucleic acids hence it is a

key element in the cell. Most cells would use ammonia or other nitrogen salts. The

quantity of nitrogen to be added in a fermentation can be calculated from the expected cell

mass and the average composition of the micro-organisms used. For bacteria the average

N content is 12.5%. Therefore to produce 5 gm of bacterial cells per liter would require

about 625 mg N (Table 4.1).

Any nitrogen compound which the organism cannot synthesize must be added.

Minerals form component portions of some enzymes in the cell and must be present in the

medium. The major mineral elements needed include P, S, Mg and Fe. Trace elements

required include manganese, boron, zinc, copper and molybdenum.

Growth factors include vitamins, amino acids and nucleotides and must be added to the

medium if the organism cannot manufacture them.

Under laboratory conditions, it is possible to meet the organism’s requirement by the

use of purified chemicals since microbial growth is generally usually limited to a few

liters. However, on an industrial scale, the volume of the fermentation could be in the

order of thousands of liters. Therefore, pure chemicals are not usually used because of

their high expense, unless the cost of the finished material justifies their use. Pure

chemicals are however used when industrial media are being developed at the laboratory

level. The results of such studies are used in composing the final industrial medium,

which is usually made with unpurified raw materials. The extraneous materials present

in these unpurified raw materials are not always a disadvantage and may indeed be

responsible for the final and distinctive property of the product. Thus, although alcohol

appears to be the desired material for most beer drinkers, the other materials extraneous

Table 4.1 Average composition of microorganisms (% dry weight)

Component Bacteria Yeast Molds

Carbon 48 (46-52) 48 (46-52) 48 (45-55)

Nitrogen 12.5 (10-14) 7.5 (6-8.5) 6 (4-7)

Protein 55 (50 –60) 40 (35-45) 32 (25-40)

Carbohydrates 9 (6-15) 38 (30-45) 49 (40-55)

Lipids 7 (5-10) 8 (5-10) 8 (5-10)

Nucleic Acids 23 (15-25) 8 (5-10) 5 (2-8)

Ash 6 (4-10) 6 (4-10) 4 (4-10)

Minerals (same for all three organisms)

Phosphorus 1.0 - 2.5

Sulfur, magnesium 0.3 - 1.0

Potassium, sodium 0.1 - 0.5

Iron 0.01 - 0.1

Zinc, copper, manganese 0.001 – 0.01

56 Modern Industrial Microbiology and Biotechnology

to the maltose (from which yeasts ferment alcohol) help confer on beer its distinctive

flavor (Chapter 12).

4.2 CRITERIA FOR THE CHOICE OF RAW MATERIALS

USED IN INDUSTRIAL MEDIA

In deciding the raw materials to be used in the production of given products using

designated microorganism(s) the following factors should be taken into account.

(a) Cost of the material

The cheaper the raw materials the more competitive the selling price of the final product

will be. No matter, therefore, how suitable a nutrient raw materials is, it will not usually

be employed in an industrial process if its cost is so high that the selling price of the final

product is not economic. Thus, although lactose is more suitable than glucose in some

processes (e.g. penicillin production) because of the slow rate of its utilization, it is

usually replaced by the cheaper glucose. When used, glucose is added only in small

quantities intermittently in order to decelerate acid production. Due to these economic

considerations the raw materials used in many industrial media are usually waste

products from other processes. Corn steep liquor and molasses are, for example, waste

products from the starch and sugar industries, respectively. They will be discussed more

fully below.

(b) Ready availability of the raw material

The raw material must be readily available in order not to halt production. If it is seasonal

or imported, then it must be possible to store it for a reasonable period. Many industrial

establishments keep large stocks of their raw materials for this purpose. Large stocks help

beat the ever rising cost of raw materials; nevertheless large stocks mean that money

which could have found use elsewhere is spent in constructing large warehouses or

storage depots and in ensuring that the raw materials are not attacked during storage by

microorganisms, rodents, insects, etc. There is also the important implication, which is

not always easy to realize, that the material being used must be capable of long-term

storage without concomitant deterioration in quality.

Proximity of the user-industry to the site of production of the raw materials is a factor of

great importance, because the cost of the raw materials and of the finished material and

hence its competitiveness on the market can all be affected by the transportation costs.

The closer the source of the raw material to the point of use the more suitable it is for use,

if all other conditions are satisfactory.

(d) Ease of disposal of wastes resulting from the raw materials

The disposal of industrial waste is rigidly controlled in many countries. Waste materials

often find use as raw materials for other industries. Thus, spent grains from breweries

can be used as animal feed. But in some cases no further use may be found for the waste

from an industry. Its disposal especially where government regulatory intervention is

rigid could be expensive. When choosing a raw material therefore the cost, if any, of

treating its waste must be considered.

Industrial Media and the Nutrition of Industrial Organisms 57

(e) Uniformity in the quality of the raw material and ease of standardization

The quality of the raw material in terms of its composition must be reasonably constant in

order to ensure uniformity of quality in the final product and the satisfaction of the

customer and his/her expectations. In cases where producers are plentiful, they usually

compete to ensure the maintenance of the constant quality requirement demanded by the

user. Thus, in the beer industry information is available on the quality of the barley malt

before it is purchased. This is because a large number of barley malt producers exist, and

the producers attempt to meet the special needs of the brewery industry, their main

customer. On the other hand molasses, which is a major source of nutrient for industrial

microorganisms, is a by product of the sugar industry, where it is regarded as a waste

product. The sugar industry is not as concerned with the constancy of the quality of

molasses, as it is with that of sugar. Each batch of molasses must therefore be chemically

analyzed before being used in a fermentation industry in order to ascertain how much of

the various nutrients must be added. A raw material with extremes of variability in

quality is clearly undesirable as extra costs are needed, not only for the analysis of the

raw material, but for the nutrients which may need to be added to attain the usual and

expected quality in the medium.

(f) Adequate chemical composition of medium

As has been discussed already, the medium must have adequate amounts of carbon,

nitrogen, minerals and vitamins in the appropriate quantities and proportions necessary

for the optimum production of the commodity in question. The demands of the

microorganisms must also be met in terms of the compounds they can utilize. Thus most

yeasts utilize hexose sugars, whereas only a few will utilize lactose; cellulose is not easily

attacked and is utilized only by a limited number of organisms. Some organisms grow

better in one or the other substrate. Fungi will for instance readily grow in corn steep

liquor while actinomycetes will grow more readily on soya bean cake.

(g) Presence of relevant precursors

The raw material must contain the precursors necessary for the synthesis of the finished

product. Precursors often stimulate production of secondary metabolites either by

increasing the amount of a limiting metabolite, by inducing a biosynthetic enzyme or

both. These are usually amino acids but other small molecules also function as inducers.

The nature of the finished product in many cases depends to some extent on the

components of the medium. Thus dark beers such as stout are produced by caramelized

(or over-roasted) barley malt which introduce the dark color into these beers. Similarly for

penicillin G to be produced the medium must contain a phenyl compound. Corn steep

liquor which is the standard component of the penicillin medium contains phenyl

precursors needed for penicillin G. Other precursors are cobalt in media for Vitamin B

production and chlorine for the chlorine containing antibiotics, chlortetracycline, and

griseofulvin (Fig. 4.1).

(h) Satisfaction of growth and production requirements of the microorganisms

Many industrial organisms have two phases of growth in batch cultivation: the phase of

growth, or the trophophase, and the phase of production, or the idiophase. In the first

phase cell multiplication takes place rapidly, with little or no production of the desired

58 Modern Industrial Microbiology and Biotechnology

material. It is in the second phase that production of the material takes place, usually

with no cell multiplication and following the elaboration of new enzymes. Often these

two phases require different nutrients or different proportions of the same nutrients. The

medium must be complete and be able to cater for these requirements. For example high

levels of glucose and phosphate inhibit the onset of the idiophase in the production of a

number of secondary metabolites of industrial importance. The levels of the components

added must be such that they do not adversely affect production. Trophophase-

idiophase relationship and secondary metabolites are discussed in detail in Chapter 5.

4.3 SOME RAW MATERIALS USED IN COMPOUNDING

INDUSTRIAL MEDIA

The raw materials to be discussed are used because of the properties mentioned above:

cheapness, ready availability, constancy of chemical quality, etc. A raw material which is

Left: Vitamin B

Please note that cobalt is highlighted. It must be present in the medium in which organisms

producing the vitamin are grown

Right: Top; The general structure of tetracyclines. Bottom; The structure of 7-Chlortetracycline; a chlorine

atom is present in position 7. Chlorine must be present in the medium for producing chlortetracyline; note that

chlorine is highlighted in position 7 in chlortetracycline.

Fig. 4.1 Vitamin B

and Chlortetracycline Showing Location of Components Present as

Precursors in the Medium

Industrial Media and the Nutrition of Industrial Organisms 59

cheap in one country or even in a different part of the same country may however not be

cheap in another, especially if it has already found use in some other production process.

In such cases suitable substitutes must be found if the goods must be produced in the new

location. The use of local substitutes where possible is advantageous in reducing the

transportation costs and even creating some employment in the local population. Prior

experimentation may however be necessary if such new local materials differ

substantially in composition from those already being used. Some well-known raw

materials will now be discussed. In addition, some of potential useability will also be

examined.

(a) Corn steep liquor

This is a by-product of starch manufacture from maize. Sulfur dioxide is added to the

water in which maize is steeped. The lowered pH inhibits most other organisms, but

encourages the development of naturally occurring lactic acid bacteria especially

homofermentative thermophilic Lactobacillus spp. which raise the temperature to

38-55°C. Under these conditions, much of the protein present in maize is converted to

peptides which along with sugars leach out of the maize and provide nourishment for

the lactic acid bacteria. Lactic fermentation stops when the SO

concentration reaches

about 0.04% and the concentration of lactic acid between 1.0 and 1.5%. At this time the

pH is about 4. Acid conditions soften the kernels and the resulting maize grains mill

better while the gel-forming property of the starch is not hindered. The supernatant

drained from the maize steep is corn steep liquor. Before use, the liquor is usually filtered

and concentrated by heat to about 50% solid concentration. The heating process kills the

bacteria.

As a nutrient for most industrial organisms corn steep liquor is considered adequate,

being rich in carbohydrates, nitrogen, vitamins, and minerals. Its composition is highly

variable and would depend on the maize variety, conditions of steeping, extent of boiling

etc. The composition of a typical sample of corn steep liquor is given in Table 4.2. As corn

steep liquor is highly acidic, it must be neutralized (usually with CaCO

) before use.

(b) Pharmamedia

Also known as proflo, this is a yellow fine powder made from cotton-seed embryo. It is

used in the manufacture of tetracycline and some semi-synthetic penicillins. It is rich in

Table 4.2 Approximate composition of corn steep liquor (%)

Lactose 3.0-4.0

Glucose 0.-0.5

Non-reducing carbohydrates (mainly starch) 1.5

Acetic acid 0.05

Glucose lactic acid 0.5

Phenylethylamine 0.05

Amino aids (peptides, mines) 0.5

Total solids 80-90

Total nitrogen 0.15-0.2%