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Protein engineering from a bioindustrial point of view

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<strong>Protein</strong> <strong>engineering</strong> <strong>from</strong> a <strong>bioindustrial</strong> <strong>point</strong> <strong>of</strong> <strong>view</strong><br />

Donn N Rubingh<br />

Work with proteins, particularly enzymes, is a rapidly growing<br />

segment <strong>of</strong> the biotechnology industry. Directed evolution<br />

promises to become an increasingly important strategy in their<br />

development as it allows one to sidestep some <strong>of</strong> the difficult<br />

questions relating the structural and functional properties <strong>of</strong><br />

such proteins to their industrial utility. It is also clear, however,<br />

that greater understanding <strong>of</strong> how to engineer certain basic<br />

enzyme properties, such as stability, activity, and surface<br />

properties, is beginning to emerge, and this understanding<br />

will make rational design more efficient. To engineer a<br />

commercially useful protein many properties need to be<br />

changed, and frequently these changes are interdependent.<br />

Recent protein <strong>engineering</strong> studies on protease, amylase,<br />

lipase and cellulase illustrate some <strong>of</strong> the progress in this<br />

area.<br />

Addresses<br />

Procter and Gamble Co, Miami Valley Laboratory, PO Box 398707,<br />

Cincinnati, OH 45239-8707, USA; e-mail: rubingh.dn@pg.com<br />

Current Opinion in Biotechnology 1997, 8:417-422<br />

http://biomednet.com/elecref/0956166900800417<br />

0 Current Biology Ltd ISSN 0958-l 669<br />

Abbreviation<br />

CBD cellulose binding domain<br />

Introduction<br />

The importance <strong>of</strong> protein <strong>engineering</strong> in industry contin-<br />

ues to grow as the number <strong>of</strong> applications <strong>of</strong> proteins ex-<br />

pands, and the technology to efficiently discover proteins<br />

with useful properties is better able to address industrially<br />

relevant problems. Recent advances in directed evolution<br />

are being implemented in many established industrial<br />

laboratories as well as in start-up companies, augmenting<br />

the rational design approach. Additionally, organisms<br />

<strong>from</strong> extreme environments are becoming an important<br />

source <strong>of</strong> new backbones for <strong>engineering</strong> proteins with<br />

significantly different properties. The I?e tzowo design <strong>of</strong><br />

new proteins is just beginning to make an impact on<br />

industrial applications.<br />

The successfully engineered protein generally requires<br />

a proper combination <strong>of</strong> properties. For example, a<br />

detergent protease would require, at minimum, stability<br />

in the presence <strong>of</strong> detergent and activity against certain<br />

protein stains. Nevertheless, the control <strong>of</strong> a few basic<br />

properties is a recurring theme in many applications.<br />

Properties such as sufficient stability, high activity (in the<br />

case <strong>of</strong> enzymes), and the ability to interact correctly with<br />

surfaces are necessary for a variety <strong>of</strong> industrially important<br />

proteins. Some significant advances in the understanding<br />

417<br />

<strong>of</strong> how to tailor these basic properties have occurred over<br />

the past few years.<br />

This re<strong>view</strong> will focus on protein <strong>engineering</strong> for non-<br />

pharmaceutical applications. Enzymes such as proteases,<br />

amylases, lipases, cellulases, and xylanases have received<br />

significant attention because <strong>of</strong> their importance in<br />

cleaning products, starch processing, and pulp and paper<br />

manufacturing. Recent advances in understanding these<br />

enzymes will be re<strong>view</strong>ed. Other applications <strong>of</strong> protein<br />

<strong>engineering</strong> to food processing, chemical synthesis, and<br />

bioremediation are also beginning to find their way into<br />

industrial processes; however, these will not be covered<br />

here.<br />

Strategies for protein <strong>engineering</strong> in<br />

industrial settings<br />

Rational design<br />

Rational design was the earliest approach co protein<br />

<strong>engineering</strong> and is still the most widely used way to<br />

introduce desired properties into a protein <strong>of</strong> interest.<br />

The strategy hinges on relating structure to function, fre-<br />

quently via molecular modeling techniques. Advances in<br />

rational design depend on progress in structure determina-<br />

tion, improved modeling procedures, and significant new<br />

insight into structure-function relationships. A promising<br />

new technique for obtaining structural information on<br />

hard to crystalize proteins is the two-dimensional (ZD)<br />

crystallization technique that utilizes metal ion coordina-<br />

tion to surface histidines in order to crystallize proteins<br />

at interfaces [lo]. The importance <strong>of</strong> the micelle-vesicle<br />

phase transition in the mechanism <strong>of</strong> 2D crystallization<br />

for membrane proteins is provided in a recent paper by<br />

Dolder eta/. [Z]. Modeling advances continue to be made<br />

in such areas as free energy perturbation methods [3]<br />

and molecular dynamics calculations [4]. A recent re<strong>view</strong><br />

discusses the state <strong>of</strong> the art in comparative modeling,<br />

threading and Ab initio protein structure prediction [S].<br />

Directed evolution<br />

For many industrial enzymes, the connection between the<br />

desired use and the relevant properties <strong>of</strong> the enzyme<br />

is <strong>of</strong>ten difficult co make. Additionally, many questions<br />

on the relationship <strong>of</strong> protein properties to structure are<br />

still unanswered. In this context the directed evolution<br />

approach [6] is attracting increasing interest <strong>from</strong> industry.<br />

Directed evolution, also called molecular evolution, sexual<br />

PCR, and in vitro evolution, is the technique <strong>of</strong> preparing<br />

protein variants by recombining gene fragments in vitro,<br />

using PCR [7], expressing the protein and then selecting<br />

or screening for those with improved properties. The<br />

DNA shuffling technique, introduced by Stemmer [8],<br />

sets the directed evolution approach apart <strong>from</strong> earlier<br />

random mutagenesis and screening efforts. Crameri et


418 <strong>Protein</strong> <strong>engineering</strong><br />

a/. [9] have successfully applied directed evolution to<br />

improve the whole cell fluorescence by green fluorescent<br />

protein, which is widely used as a reporter for gene<br />

expression and regulation.<br />

An evolutionary approach has been used by You and<br />

Arnold [lo] to give a 471-fold increase in the activity<br />

<strong>of</strong> subtilisin E in 60% aqueous dimethyl formamide.<br />

Their paper was important in demonstrating the possibility<br />

<strong>of</strong> <strong>engineering</strong> enzymes to perform in organic solvents,<br />

very different conditions <strong>from</strong> their natural environments.<br />

Building upon this work, this group applied the directed<br />

evolution approach to develop an esterase capable <strong>of</strong><br />

carrying out a particular deprotection step <strong>of</strong> an antibiotic<br />

synthesis in aqueous-organic solvents [ll”]. At the time<br />

<strong>of</strong> writing, two quite different ways <strong>of</strong> implementing<br />

directed evolution have been published. The Arnold<br />

group [lO,l l**] screens through single and then higher<br />

multiples <strong>of</strong> variants to cover sequence space systemati-<br />

cally. Stemmer’s group [6-91 relies on examining large<br />

numbers <strong>of</strong> variants with multiple mutations using high<br />

definition screens or selection to find the best one. The<br />

preferred approach may depend on the nature <strong>of</strong> the<br />

problem and the type <strong>of</strong> selection or screens that can be<br />

developed. In fact, the development <strong>of</strong> high-throughput<br />

screening methods along with screens that accurately<br />

reflect the property that is being engineered for final use,<br />

is a critical area for success when using directed evolution.<br />

Not many publications <strong>of</strong> screening methods are available,<br />

but a paper describing a simple and effective screening<br />

method for proteases has recently been published [12’].<br />

Sources <strong>of</strong> material to be engineered<br />

In addition to the substantial effort made by enzyme<br />

suppliers and industrial users to improve existing enzymes,<br />

extremeophiles are being aggressively pursued to provide<br />

new enzymes [13] that are highly thermostable, salt<br />

tolerant, cold active, and so on, depending on the<br />

environment <strong>of</strong> the native organism. Very interesting<br />

enzymes may be isolated <strong>from</strong> bacteria on a worm that<br />

resides near thermal vents in the ocean, and are expected<br />

to have a much broader temperature pr<strong>of</strong>ile <strong>of</strong> activity<br />

than normal mesophilic or thermophilic enzymes [14].<br />

Such enzymes could function effectively across the variety<br />

<strong>of</strong> temperature conditions encountered in global laundry<br />

applications.<br />

The de nom design <strong>of</strong> proteins, although very challenging,<br />

<strong>of</strong>fers the broadest possibilities for new structures. In one<br />

<strong>of</strong> the first practical applications, a de nova four helix<br />

bundle protein [15] was designed to serve as a source<br />

<strong>of</strong> scarce amino acids (methionine, threonine, lysine and<br />

leucine) when expressed in the rumen bacteria <strong>of</strong> dairy<br />

cows [16]. A related concept is to create small protein-like<br />

molecules, either by copying natural motifs [17] or via<br />

templates [l&19], which can serve as ‘molecular scaffolds’<br />

for groups introducing functional properties. For example,<br />

a natural scaffold consisting <strong>of</strong> the 37 amino acid toxin<br />

<strong>from</strong> scorpions has been used to design a metal-bindi<br />

site that mimics the one found in carbonic anhydrase [Zr<br />

The successful introduction <strong>of</strong> the metal-binding si<br />

supports the idea that protein <strong>engineering</strong> in this mann<br />

may yield functional materials in the future.<br />

Tailoring fundamental properties<br />

Stability<br />

Since the conditions in which industrially importa<br />

proteins are used <strong>of</strong>ten differ <strong>from</strong> their natural e<br />

vironment, stability is a necessary consideration 1<br />

most engineered proteins. The introduction <strong>of</strong> disulfi<br />

bonds [Zl], chemical cross-links [Z?‘], and salt bridg<br />

[23] has been widely used to increase stability, althou,<br />

not all disulfide bonds increase stability. Recent wo<br />

on barnase by X-ray crystallography [24] and hydrog<br />

exchange [‘25] shows that those disulfide bonds that do n<br />

improve stability disrupt the local structure. The definiti<br />

<strong>of</strong> an effective salt bridge interaction has perhaps be<br />

sharpened by the recent observation by Tanner et al. [Z!<br />

By comparing a number <strong>of</strong> glyceraldehyde phosphz<br />

dehydrogenase structures <strong>from</strong> organisms with differe<br />

heat tolerance they found a strong correlation betwe<br />

increased thermostability and the number <strong>of</strong> hydrog<br />

bonds involving charged sidechains and neutral partne<br />

On the other hand, for the Arc protein [27], a buried s<br />

bridge between arginine and glutamic acid was found<br />

provide less stability than hydrophobic residues. Althou<br />

not necessarily contradictory to Tanner’s observation<br />

since this is presumably a charge+harge salt bridge, it dc<br />

suggest that the contribution <strong>of</strong> salt bridges to stabil<br />

remains unresolved.<br />

Activity<br />

Although improving the activity <strong>of</strong> an industrial enzyr<br />

is <strong>of</strong>ten a primary goal, it is also one <strong>of</strong> the mc<br />

complex. This is partly because in many applicatia<br />

<strong>of</strong> enzymes the substrate is chemically complex a<br />

heterogeneous. It is reassuring in such a context to fi<br />

the principle <strong>of</strong> transition state stabilization verified<br />

a relatively simple system. In a study <strong>of</strong> the hydroly<br />

<strong>of</strong> acetylcholine by acetycholinesterase [ZS], the cataly<br />

acceleration corresponding to 18 kcal mol-1 <strong>of</strong> transiti<br />

state stabilization could be accounted for in terms<br />

specific molecular interactions, as identified in the crys<br />

structure <strong>of</strong> a transition state analog inhibitor with TOQC<br />

californica acetylcholinesterase. A quantitative method<br />

analyze the similarity <strong>of</strong> substrates and inhibitors, w<br />

respect to their enzyme stabilized transition states,<br />

the purpose <strong>of</strong> designing more effective transition st;<br />

inhibitors has also recently been published [29].<br />

For more complex reactions, such as the hydrolysis<br />

protein amide bonds by a protease, much less is knov<br />

In a revealing study on the proteolysis <strong>of</strong> variants o<br />

single chain Monellin (a sweet protein consisting <strong>of</strong><br />

amino acids), the extent <strong>of</strong> proteolysis at a fixed til<br />

correlated with the free energy <strong>of</strong> protein unfoldi


suggesting that in this case substrate unfolding may be rate<br />

limiting [30]. Many industrial enzymes, such cellulases,<br />

amylases, lipases, and even proteases in certain contexts,<br />

work on insoluble substrates. In this context the rate <strong>of</strong><br />

substrate turnover may be diffusion limited and controlled<br />

by enzyme mobility at the surface or by on/<strong>of</strong>f enzyme<br />

desorption rates [31]. These in turn are frequently related<br />

to the surface properties <strong>of</strong> the enzyme and conditions at<br />

the interface between enzyme and substrate [32].<br />

Surface properties<br />

Many industrially important enzymes act at surfaces.<br />

Some, such as cellulases and xyianases, possess binding<br />

domains that aid in adsorption <strong>of</strong> the enzyme. Lipases<br />

are generally not active until adsorbed at an oil-water<br />

interface (a phenomenon known as interfacial activation).<br />

Some recent studies have attempted to understand the<br />

driving forces for adsorption <strong>of</strong> some important commercial<br />

enzymes such as Savinase (a detergent protease [33]), and<br />

Lipolase (a detergent lipase [34]). These studies support<br />

the importance <strong>of</strong> charge interactions in adsorption. Not<br />

surprisingly, a number <strong>of</strong> protein <strong>engineering</strong> studies have<br />

focused on changing charges to affect surface properties<br />

[31,35]. A modeling study <strong>of</strong> cutinase and various charged<br />

variants found a linear relationship between the free<br />

energy <strong>of</strong> adsorption and the charge on the protein.<br />

Additionally, the electric moment appears to play a<br />

significant role in orienting cutinase in the electric field<br />

near the substrate surface [36”].<br />

An important issue, <strong>from</strong> both an industrial and academic<br />

<strong>view</strong> <strong>point</strong>, is the extent to which the stability, activity<br />

and surface properties are linked. Is it possible to<br />

create an enzyme that gives good rates <strong>of</strong> proteolysis<br />

at low temperature and is still stable and active at<br />

high temperature? Recent results <strong>of</strong> Zhang et a/. on T4<br />

lysozyme [37] suggest there may be a trade-<strong>of</strong>f between<br />

activity and stability; however, the bacteria near thermal<br />

vents appear to have found a solution. Engineering a lipase<br />

for improved activity at elevated temperatures might be<br />

expected to involve understanding something about the<br />

interrelation <strong>of</strong> all three properties mentioned above.<br />

<strong>Protein</strong> <strong>engineering</strong> improvements in<br />

industrial enzymes<br />

Protease<br />

Laundry and cleaning products account for over 40% <strong>of</strong><br />

the approximately one billion dollar industrial enzyme<br />

market. Proteases have a long history in such products<br />

and they account for the largest single enzyme market.<br />

The mechanism <strong>of</strong> protease action that leads to better<br />

protein-based stain removal is still not completely under-<br />

stood, although recently a model has been proposed [38].<br />

<strong>Protein</strong> <strong>engineering</strong> has been used to improve the stability<br />

<strong>of</strong> BPN’ <strong>from</strong> Bacillus amyfoliquefaciens in the chelating<br />

environment <strong>of</strong> the detergent by deleting the strong<br />

calcium-binding site (residues 75-83) and re-stabilizing<br />

the enzyme through interactions not involving metal-ion<br />

<strong>Protein</strong> <strong>engineering</strong> <strong>from</strong> a <strong>bioindustrial</strong> <strong>point</strong> <strong>of</strong> <strong>view</strong> Rubingh 419<br />

binding. Stability increases <strong>of</strong> greater than lOOO-fold in<br />

10mM EDTA have been reported for this protease [39].<br />

The surface properties <strong>of</strong> BPN’ have also been engi-<br />

neered. It was found that variants containing mutations<br />

that produce negative charges in the active site region <strong>of</strong><br />

the molecule adsorbed less strongly [31] and gave better<br />

laundry performance [40].<br />

Amylase<br />

Amylases are primarily used to convert starch to various<br />

sugar syrups, although they are used in textile desizing<br />

and cleaning products as well. Different enzymes are<br />

employed to obtain different end products. Thus a-amy-<br />

lase is generally applied early in the process to yield<br />

maltodextrins. Subsequent processing by glucoamylase<br />

produces glucose, and further processing with B-amylase<br />

yields maltose. Finally, application <strong>of</strong> glucose isomerase<br />

gives fructose. The starch conversion process is carried out<br />

at high temperature, and a number <strong>of</strong> protein <strong>engineering</strong><br />

studies have reported mutations that improve the thermal<br />

stability <strong>of</strong> these enzymes [41]. A recent paper reported<br />

that changing alanine to valine at position 209 and<br />

histidine to tyrosine at position 133 increased the half-life<br />

<strong>of</strong> Bascihs iicheniformis a-amylase ninefold at 9o’C 1421.<br />

Positions discovered through random mutagenesis that<br />

result in increased thermostability <strong>of</strong> a B-amylase <strong>from</strong><br />

barley have also been reported [43]. Furthermore, the<br />

nature <strong>of</strong> the starch-binding domain in glucoamylase<br />

<strong>from</strong> Aspetgifhs awamon’ was investigated by preparing<br />

deletion variants. It was concluded that the entire region<br />

was required to hydrolyze native starch, although the<br />

deletions did not affect the activity on soluble starch or<br />

the enzyme’s thermostability [44]. A glucoamylase with<br />

improved thermostability has been prepared by making<br />

glycine to alanine mutations within the a-helical secondary<br />

structures <strong>of</strong> the molecule. These mutations are thought<br />

to function by reducing helix flexibility [45].<br />

Lipase<br />

Lipase catalyses the hydrolysis (or synthesis) <strong>of</strong> insol-<br />

uble esters. The primary use <strong>of</strong> lipase is in cleaning<br />

applications, although its use in the chiral synthesis <strong>of</strong><br />

high value chemicals is also important. A comparison <strong>of</strong><br />

the experimental results <strong>of</strong> several site-directed variants<br />

with structural modeling has provided much insight into<br />

the catalytic mechanism <strong>of</strong> a fungal lipase <strong>from</strong> RI&opus<br />

oryzae at the molecular level [46’]. In order to understand<br />

lipase activity fully one must also take into account its<br />

ability to interact with a macroscopic substrate, such as<br />

a triglyceride surface. Most lipases are activated at the<br />

oil (substrate)-water interface by a conformational change<br />

in which a ‘lid’ is shifted to expose the hydrophobic<br />

binding pocket <strong>of</strong> the enzyme [47]. Changes at Glu87<br />

and Trp89 in this lid region have been reported to<br />

alter activity [48*] <strong>of</strong> the lipase <strong>from</strong> Humico/a lanugittosa<br />

(Lipolase). Surfactant and calcium sequestering agents,<br />

such as sodium tripolyphosphate, reduce the activity<br />

<strong>of</strong> current lipases lOO-lOOO-fold in laundry detergents


420 <strong>Protein</strong> <strong>engineering</strong><br />

[32]. Some progress in designing variants that reduce<br />

this inhibition by creating favorable surfactant-enzyme<br />

interactions have been reported to give improved laundry<br />

performance [49].<br />

Callulase and xylanase<br />

Cellulases have become increasingly important in recent<br />

years because <strong>of</strong> their ability to provide the s<strong>of</strong>t feel<br />

<strong>of</strong> stone washed jeans in textile processing, and fabric<br />

care benefits (such as color crispness) when used in a<br />

laundry detergent [SO]. Most commercial cellulases are<br />

endoglucanases (promoting internal bond hydrolysis) and<br />

contain a catalytic functional region and a cellulose-<br />

binding domain (CBD) connected by a linker region.<br />

Since cellulases have very poor activity against insoluble<br />

cellulose without the binding domain, significant effort<br />

has gone into understanding the adsorption and activity<br />

relationship [Sl]. It is noteworthy that in this work better<br />

activity was correlated with stronger adsorption, in contrast<br />

to the studies mentioned earlier on proteases [31]. A<br />

recent paper reported the free energies <strong>of</strong> binding <strong>of</strong> two<br />

different CBDs and a fusion protein <strong>of</strong> the two. The<br />

double CBD was found to bind much more tightly than<br />

the separate domains [52]. A study <strong>of</strong> the role <strong>of</strong> Tyr169 in<br />

the Trihodmna reesei cellobiohydrolase II catalytic domain<br />

suggests that it plays an important role in distorting the<br />

glucose ring into a more reactive conformation [53’].<br />

Xylanases are used in the pulp and paper industry to<br />

reduce the quantity <strong>of</strong> chemicals required for bleaching,<br />

and thereby provide an environmentally preferred route<br />

to pulp processing [54]. A good re<strong>view</strong> <strong>of</strong> the different<br />

families <strong>of</strong> xylanases and their structure and activity is<br />

presented in a recent article [W] in Current Opinion<br />

in Biotechno/ogy. In an important mechanistic study <strong>of</strong><br />

a xylanase <strong>from</strong> B. circulans, Lawson et a/. [56*] varied<br />

the distance between the two catalytically active carboxyl<br />

groups at the active site. They found the native distance<br />

was optimum, but the fall <strong>of</strong>f in activity was more<br />

rapidly when the distance was increased than when it was<br />

shortened.<br />

Conclusion<br />

It is clear that protein <strong>engineering</strong> has played a central<br />

role in improving commercially important enzymes and<br />

in finding new applications <strong>of</strong> proteins quite different<br />

<strong>from</strong> their natural function. From an industrial perspective,<br />

being able to rapidly identify such an enzyme is also<br />

very important. Recent successes in the directed evolution<br />

approach suggest it may be more efficient than rational<br />

design. The possibility <strong>of</strong> bypassing the laborious task<br />

<strong>of</strong> understanding the relationship(s) between protein<br />

function and the envisioned application, as well as<br />

sidestepping the difficult questions <strong>of</strong> how structure<br />

and function are related, strengthens this perception.<br />

Perhaps experience will teach that devising representative<br />

high-throughput screens <strong>of</strong> the final application will be just<br />

as difficult as the rational design <strong>of</strong> functional materials.<br />

Meanwhile, many industries are looking carefully at the<br />

directed evolution approach. Structure determination and<br />

structure-function studies will continue to be essential<br />

because most industrial problems are solved by a combi-<br />

nation <strong>of</strong> approaches. Additionally, such information is the<br />

source <strong>of</strong> ideas for new opportunities.<br />

An understanding <strong>of</strong> the relationship between basic<br />

properties and structure is far <strong>from</strong> complete. Never-<br />

theless, improving protein thermostability is becoming<br />

relatively routine. This is because earlier investigations<br />

have identified a number <strong>of</strong> structural features influencing<br />

thermostability, so that mutations with a high probability<br />

<strong>of</strong> success are easy to identify and to test. Improving<br />

enzyme activity is more difficult, since the structural pa-<br />

rameters affecting activity are not as clearly defined. This<br />

is particularly true where substrates are macromolecular<br />

and insoluble, as they are for many <strong>of</strong> the important<br />

industrial enzymes.<br />

In the last section I tried to focus on a few <strong>of</strong><br />

the most important classes <strong>of</strong> industrial enzymes and<br />

on important applications <strong>of</strong> each type. I hope it is<br />

clear that developing improved enzymes is challenging,<br />

requiring an understanding <strong>of</strong> structure, a knowledge <strong>of</strong><br />

structure-function relationships, and an appreciation <strong>of</strong> the<br />

mechanism <strong>of</strong> action responsible for good performance in<br />

the ultimate use. More importantly, I hope that this re<strong>view</strong><br />

illustrates that real progress is being made in improving<br />

commercially important enzymes.<br />

Acknowledgements<br />

I would like fo thank Phil Brode, Carolyn Burns, Rowan Grayling, Phil<br />

Green, Charlie Saunders and Sancai Xie, who <strong>of</strong>fered helpful comments on<br />

the manuscript.<br />

References and recommended reading<br />

Papers <strong>of</strong> particular interest, published within the annual period <strong>of</strong> re<strong>view</strong>,<br />

have been highlighted as:<br />

. <strong>of</strong> special interest<br />

� * <strong>of</strong> outstanding interest<br />

1. Frey W, Schief WR Jr, Pack DW, Chao-Tsen C, Chilkoti A, Stayton<br />

. P, Vogel V, Arnold F: Two-dimensional protein crystallization via<br />

metal-ion coodination by naturally occurring surface histidines.<br />

Proc Nat/ Aced Sci USA 1996, 9X4937-4941.<br />

The use <strong>of</strong> histidines to nucleate two-dimensional (2D) crystals extends the<br />

range <strong>of</strong> soluble proteins which may be crystallized in this manner. In addition<br />

to providing materials for structure determination by electron diffraction, 2D<br />

crystals can serve as seeds for exitaxial growth <strong>of</strong> three-dimensional crystals.<br />

Such crystals could also form the basic structures <strong>of</strong> biosensors.<br />

Dolder M, Engel A, Sulauf M: The micelle to vesicle transition <strong>of</strong><br />

lipids and detergents in the presence <strong>of</strong> a membrane protein:<br />

towards a rationale for 2D crystallization. FEBS Leti 1996,<br />

362:203-206.<br />

Sun Y-C, Veenstra DL, Kollman PA: Free energy calculations<br />

<strong>of</strong> the mutation <strong>of</strong> Ile + Ala in barnase: contributions to the<br />

difference in stability. <strong>Protein</strong> Eng 1996, 9:273-261.<br />

Elamrani S, Berry MB, Phillips GN Jr, McCammon JA: Study <strong>of</strong><br />

global motions in proteins by weighted masses molecular<br />

dynamics: adenylate kinase as a test case. <strong>Protein</strong>s 1996,<br />

25:79-86.<br />

Moult J: The current state <strong>of</strong> the art in protein structure<br />

prediction. Curr Opin Biotechnol 1996. 7~422-427.


6.<br />

7.<br />

6.<br />

9.<br />

10.<br />

11.<br />

. .<br />

You L, Arnold FH: Directed evolution <strong>of</strong> subtilisin E in<br />

B&//us wbti/is to enhance total activity in aqueous<br />

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Moore JC, Arnold FH: Directed evolution <strong>of</strong> a para-nitrobenxyl<br />

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This paper describes how to use the techniques <strong>of</strong> random mutagenesis<br />

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antibiotic.<br />

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Crameri A, Whitehorn EA, Tate E, Stemmer WP: Improved<br />

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24.<br />

Fairman R, Chao H-G, Lavoie TB, Villafranc JJ, Matsueda GR,<br />

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Weldburger CD, Schildbach JF, Sauer RT: Are buried salt<br />

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Hare1 M, Quinn DM, Nair HK, Silman I, Sussman JL: The x-ray<br />

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area.<br />

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1996, 9:507-51 Z<br />

The combination <strong>of</strong> modeling with site-directed mutagenesis allows a de-<br />

tailed picture <strong>of</strong> the reaction mechanism <strong>of</strong> a lipase to be developed. Many<br />

similarities with serine protease are seen. The added feature <strong>of</strong> inter-facial<br />

activation is not covered here.<br />

47. Brady I, Brzozowsi A, Derwenda Z, Dobson G, Tolley S,<br />

Turkenburg J, Christiansen L, Huge-Jensen B, Norskov L, Thim L,<br />

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mutations affecting enzyme-substrate interactions.<br />

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22:392-403.<br />

53. Koivula A, Reinikainen T, Ruohonen L, Valkeajawi A, Claeyssens<br />

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This paper provides a look at the more intimate details <strong>of</strong> the catalytic chem-<br />

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[51] and [!%*I provide a good perspective <strong>of</strong> the global and local variables<br />

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54. Jeffries TW: Enzyme technology for pulp bleaching and<br />

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;his paper provides a description <strong>of</strong> the major xylanase families, the im-<br />

portant regions in substrate binding and catalysis, data on stability and pH<br />

dependence <strong>of</strong> activity, as well as some discussion <strong>of</strong> comercial applications.<br />

As such it provides a good starting <strong>point</strong> to gain a perspective on microbial<br />

xylanases.<br />

56. Lawson SL, Wakarchuk WW, Withers SG: Effects <strong>of</strong> both<br />

. shortening and lengthening the active site nucleophile <strong>of</strong><br />

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Linder M, Salovuori I, Ruohonen L, Teeri TT: Characterization The hydrolysis <strong>of</strong> glycosidase bonds can proceed by two mechanisms that<br />

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this work, the catalytic consequences <strong>of</strong> changing this distance are explored.

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