Protein engineering from a bioindustrial point of view
Protein engineering from a bioindustrial point of view
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 />
dimethylformamide. <strong>Protein</strong> Eng 1994, 9:77-83.<br />
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This paper describes how to use the techniques <strong>of</strong> random mutagenesis<br />
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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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important in cellulase catalysis.<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 />
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