Rational engineering of esterases for improved amidase...
Transcript of Rational engineering of esterases for improved amidase...
Rational engineering of esterases for
improved amidase specificity in amide
synthesis and hydrolysis
Peter Hendil-Forssell
KTH Royal Institute of Technology
School of Biotechnology
Stockholm 2016
© Peter Hendil-Forssell
Stockholm 2016
KTH Royal Institute of Technology
School of Biotechnology
Division of Industrial Biotechnology
AlbaNova University Center
SE-106 91 Stockholm
Sweden
Printed by Universitetsservice US-AB
Drottning Kristinas väg 53B
SE-114 28 Stockholm
Sweden
ISBN 978-91-7729-210-4
TRITA-BIO Report 2016:21
ISSN 1654-2312
Front Cover: Candida antartica lipase B variant I189A in the modelled transition state for
nitrogen inversion stabilized by a water bridge connecting the scissile NH-group of the
substrate to the backbone of the enzyme.
Till Ann-Sofie och Stella
Abstract
Enzymes are nature’s own powerful catalysts that provide great reaction rate enhancements and make life on earth possible. Biocatalysis is an ever evolving field that uses enzymes or microorganisms for chemical synthesis. By utilizing enzymes that generally have evolved for specific reactions under mild conditions and temperatures, biocatalysis can be a more environmentally friendly option compared to traditional chemistry.
Amide-type chemistries are important and bond formation avoiding poor atom economy is one of the most prioritized research areas in organic chemistry. Biocatalysis could potentially be a solution but restricted substrate scope is a limitation. Esterases/lipases usually display a broad substrate scope and catalytic promiscuity but are generally poor at hydrolyzing amides compared to amidases/proteases. The difference between the two enzyme classes is hypothesized to reside in one key hydrogen bond present in amidases/proteases, which facilitates the transition state for nitrogen inversion during catalysis.
In this thesis the work has been focused on introducing a stabilizing hydrogen bond acceptor in esterases, mimicking that found in amidases/proteases, to develop better enzymatic catalysts for amide-based chemistries.
By two strategies, side-chain or water interaction, variants were created in three different esterases that displayed up to 210-times increased relative amidase specificity compared to the wild type enzyme. The reduction in activation enthalpy for amide hydrolysis was 3.3 kcal/mol, corresponding to a weak hydrogen bond. However, the engineered variant was also disfavored entropically by freezing molecules of water resulting in a free energy of activation of 2.1 kcal/mol. The results show an estimated lower limit on how much the hydrogen bond can be worth to catalysis.
Synthesis of amides in water is problematic due to unfavorable kinetic reaction control. However, with Mycobacterium smegmatis acyltransferase (MsAcT) kinetically controlled N-acylations in water could be performed. An enzymatic one-pot one-step cascade was developed for the formation of amides from aldehydes in water that after optimization gave 97% conversion of the aldehyde to the corresponding amide. In addition, engineered variants of MsAcT with increased substrate scope could catalyze the formation of an amide in water with 81% conversion of the amine, where the wild type gave no conversion. Moreover engineered variants of MsAcT displayed up to 32-fold change in specificity towards amide synthesis and a switch in reaction preference favoring amide over ester synthesis. These engineered variants have potential as catalysts for amide-based chemistries, for example in the cascade presented.
Keywords: Amidase, Biocatalysis, Enzyme, Esterase, Enzyme engineering, Lipase, Substrate
specificity
Sammanfattning
Enzymer är naturens egna kraftfulla katalysatorer som ger stora hastighetsökningar av kemiska reaktioner och gör livet på jorden möjligt. Biokatalys är ett ständigt växande område som använder enzymer eller mikroorganismer som katalysatorer för kemisk syntes. Genom att använda enzymer som generellt har utvecklats för specifika reaktioner under milda förhållanden och temperaturer kan biokatalys vara ett miljövänligt alternativ till traditionell kemi.
Syntes av amider, genom att undvika dålig atomekonomi, är ett av de mest prioriterade forskningsområdena. Biokatalys skulle kunna vara en lösning, men de befintliga katalysatorerna har ett dåligt substratomfång vilket begränsar möjligheterna. Esteraser/lipaser uppvisar vanligtvis brett substratomfång och katalytisk promiskuitet, men är i allmänhet dåliga på hydrolys av amider jämfört med amidaser/proteaser. En hypotes till skillnaden mellan de två enzymklasserna är att en viktig vätebindning kan bildas i amidaser/proteaser, vilket underlättar övergångstillståndet för inversionen av kvävet i det aktiverade komplexet under katalys.
I denna avhandling har arbetet fokuserats på att införa en stabiliserande vätebindningsacceptor i esteraser som liknar den som återfinns i amidaser/proteaser, i syfte att utveckla bättre enzymatiska katalysatorer för amidbaserade kemi.
Genom två strategier, antingen med sidokedja eller vatten interaktioner, har varianter skapats i tre olika esteraser, vilka visade som mest upp till 210 gånger ökad relativ amidasspecificitet jämfört med vildtyps-enzymet. Minskningen i aktiveringsentalpi för amidhydrolysen var 3,3 kcal/mol, vilket motsvarar en svag vätebindning. Dock missgynnades varianten entropiskt genom att frysa vattenmolekyler, vilket resulterade i att skillnaden i Gibbs fria aktiveringsenergi blev 2,1 kcal/mol. Resultaten visar en uppskattad undre gräns för hur mycket vätebindning kan vara värt i enzymkatalyserad amidkemi.
Syntes av amider i vatten är problematiskt på grund av ogynnsam kinetisk kontroll. Med Mycobacterium smegmatis acyltransferas (MsAcT) som uppvisar kinetiskt reglerad N-acylering vid syntes i vatten är det dock möjligt. En enzymatisk kaskadreaktion i vatten utvecklades för syntes av amider från aldehyder, utförd i samma reaktionskärl i ett steg, och uppnådde efter optimering 97% omsättning. Utöver detta skapades varianter av MsAcT med utökat substratomfång som kunde syntetisera en amid i vatten med 81% omsättning där vildtyps-enzymet inte gav någon omsättning. Dessutom konstruerades varianter av MsAcT som hade upp till 32 gångers förändrad specificitet mot amidsyntes och en ändrad reaktionspreferens där amidsyntesen gick fortare än estersyntesen. Dessa modifierade varianter har potential som katalysatorer för amidbaserad kemi exempelvis i den presenterade reaktionskaskaden.
Nyckelord: Amidas, Biokatalys, Enzym, Esteras, Enzymmodifiering, Lipas, Substratspecificitet
List of appended papers
Paper I
Syrén,‡ P.-O., Hendil-Forssell,
‡ P., Aumailley, L., Besenmatter, W.,
Gounine, F., Svendsen, A., Martinelle, M. and Hult, K. (2012), Esterases
with an introduced amidase-like hydrogen bond in the transition state
have increased amidase specificity. ChemBioChem, 13: 645–648.
Paper II
Hendil-Forssell, P., Martinelle, M. and Syrén, P.-O. (2015), Exploring
water as building bricks in enzyme engineering, Chem. Commun., 51:
17221-17224.
Paper III
Land, H., Hendil-Forssell, P., Martinelle, M. and Berglund. P. (2016),
One-pot biocatalytic amine transaminase/acyl transferase cascade for
aqueous formation of amides from aldehydes or ketones. Catal. Sci.
Technol., 6: 2897-2900.
Paper IV
Hendil-Forssell,‡ P., Semlitsch,
‡ S. and Martinelle, M. Engineering the
esterase/acyltransferase from Mycobacterium smegmatis: extended
substrate scope for amide synthesis in water. Manuscript
Paper V
Hendil-Forssell, P., Semlitsch, S. and Martinelle, M. Rational
engineering of an esterase/acyltransferase for improved amidase
specificity in amide synthesis and hydrolysis. Manuscript
‡ Shared first authorship
Contributions to appended papers
Paper I
Contribution to planning, execution and analysis of experiments for
Candida antartica lipase B. Minor contribution to the writing.
Paper II
Major contribution to planning, execution and analysis of experiments.
Contribution to the writing.
Paper III
Contribution to planning and part of execution and analysis of
experiments. Minor contribution to the writing.
Paper IV
Major contribution to planning, execution and analysis of experiments.
Performed a majority of the writing.
Paper V
Major contribution to planning, execution and analysis of experiments.
Performed a majority of the writing.
Papers not included in this thesis
Rüdiger, A., Hendil-Forssell, P., Hedfors, C., Martinell, M., Trey, S. and
Johansson, M. (2013), Chemo-enzymatic route to renewable thermosets
based on a suberin monomer. J. Renew. Mater., 2: 124-140
List of abbreviations
aw Water activity
A/Ala Alanine
ATA Amine transaminase
BS2 Bacillus subtilis esterase
CalA Candida antarctica lipase A
CalB Candida antarctica lipase B
D/Asp Aspartic acid
E Enzyme
EC Enzyme Commission
ES Enzyme-substrate
F/Phe Phenylalanine
G/Gly Glycine
Hic Humicola insolens cutinase
H/His Histidine
I/Ile Isoleucine
K/Lys Lysine
L/Leu Leucine
MsAcT Mycobacterium smegmatis acyltransferase
mut Mutant
P Product
PDB Protein Data Bank
QM Quantum mechanics
S Substrate
S/Ser Serine
Sp-ATA Silicibacter pomeroyi amine transaminase
T/Thr Threonine
TS Transition state
W/Trp Tryptophan
wt Wild type
“We don’t have time for discussions; we have to make more mutants”
Anonymous researcher, somewhere in the Netherlands (Nov-2010)
Table of Contents
1. Introduction ................................................................... 1
1.1 Enzymes ................................................................................................ 1
1.2 Biocatalysis .......................................................................................... 3
1.3 Enzyme engineering ............................................................................ 3
2. Catalytic principles of enzymes .................................. 7
2.1 The transition state .............................................................................. 7
2.2 Enzyme kinetics .................................................................................. 8
2.3 Transition state theory ...................................................................... 12
2.4 Selectivity and promiscuity ............................................................... 14
3. α/β hydrolases ............................................................ 17
3.1 The α/β hydrolase fold - One fold many activities ........................... 17
3.2 Candida antarctica lipase B ............................................................ 20
3.3 Mycobacterium smegmatis acyltransferase (MsAcT) .................... 22
3.4 Reaction mechanism ........................................................................ 23
4. Aim and motivation .................................................... 27
5. Rational engineering for increased amidase
specificity ........................................................................... 29
5.1 Amidases and the amide bond .......................................................... 29
5.2 Amide hydrolysis ............................................................................... 34
5.3 Amide synthesis ................................................................................ 49
6. Concluding remarks ................................................... 61
7. Acknowledgements .................................................... 63
8. Bibliography ................................................................ 67
I n t r o d u c t i o n | 1
1. Introduction
1.1 Enzymes Enzymes are catalytic proteins and constitute the cornerstone of all life.
They are biological catalysts for all organisms and speed up the
chemistries essential for survival. The word enzyme was first termed by
Wilhelm Kühne in the end of the 19th century and translates to ‘in leaven’
and referred to the unformed ferments, something in yeast that could
cause fermentation.1,2 Eduard Buchner later showed that cell free extracts
from yeast could ferment sugars.3,4 Three decades later it was shown by
James Sumner that an isolated crystallized protein could contain catalytic
power,5 a notion that got increasing recognition and made the link
between enzymes and proteins. The crystallization of proteins laid the
basis for modern enzymology since it promoted the possibility of solving
the structures of the enzymes by x-ray crystallography,6 a key method for
understanding mechanistic details of enzymes.
Enzymes are made out of combinations of amino acids into polymers
called polypeptides. There are 20 common amino acids that differ in
properties and the order and type of amino acid is determined by the
gene encoding that particular enzyme.7 Depending on the order of the
amino acids in the primary structure they fold into local structural
elements such as α-helices and β-sheets called secondary structures
driven by hydrogen bonding. The hydrophobic effect causes the
secondary structural elements to further pack in space into a stabile three
dimensional structure, the tertiary structure, which can be a functional
unit on its own or further interact with other polypeptide chains forming
a quaternary structure (Figure 1).8,9 The common 20 amino acids that are
coded for by the genome offers an inconceivable quantity of possible
combinations in one polypeptide. As an example a polypeptide of only 10
amino acids in length can be made in 2010 (≈1013) possible combinations,
which is more than the number of galaxies in the observable universe.10,11
2 | I n t r o d u c t i o n
Mind that enzymes constitutes of approximately 100-1000 amino acids,
which offers a potentially immense diversity.
Figure 1. Representative examples of the different levels to describe enzyme structures. From the primary structure of a single peptide chain, forming local secondary structural elements that are further folded into a three dimensional tertiary structure, which can form a complex with other folded peptide chains in a quaternary structure. The enzyme depicted is 4-oxalocrotonate tautomerase (Protein Data Bank code 4OTB), which forms a hexamer with six identical subunits.
12
Enzymes possess some key features that make them very attractive
catalysts. Firstly they accelerate the rate of reaction compared to the
uncatalyzed reaction. The most efficient known example is arginine
decarboxylase with a rate enhancement of 1019 compared to the
uncatalyzed reaction, or in other words a reaction with a half-life of 1.1
billion years uncatalyzedi has a turnover number of 1000 s-1 when
catalyzed by the enzyme.13 Furthermore, many enzymes also work at or
close to the diffusion limit, meaning that they will make a chemical
transformation as soon as they encounter the compound in solution.14
Secondly, enzymes are often selective towards which substrate they use
and what type of reaction they catalyze. The rate enhancements and
selectivities of enzymes make it possible for life to regulate functions
without detrimental side reactions.
i a halftime of 1.1 billion years equals a turn over rate of 2*10-17 s-1 for a first order rate equation: [A]t/[A]0=e-kt -> t½=ln(0.5)/-k
I n t r o d u c t i o n | 3
1.2 Biocatalysis Biocatalysis is an ever evolving field that is a mixture of chemistry and
biotechnology: the use of enzymes or microorganisms for chemical
synthesis.15 Prominent examples from industry are the conversion of
glucose to fructose for the production of high fructose corn syrup
catalyzed by glucose isomerase16 and cellulases for the use in textile
industry to produce stone washed appearances of jeans.17 Enzymes can
either be formulated as a product for the public, for example as a
component in detergents, or used as a catalyst by chemists for synthesis.18
Traditionally, synthetic chemistry uses organic solvents, high
temperature, protecting/deprotecting steps and toxic reagents, which add
up to an undesirable environmental impact.19 Enzymes, which can
catalyze reactions at conditions that differ from the ones in vivo, can be
implemented in these synthetic processes.20,21 The rate enhancement and
selectivity displayed by enzymes enable them to work at lower
temperatures under milder conditions and allow them to circumvent
protection chemistry and thus reduce the number of catalytic steps
needed and waste generated.19 However, enzymes have evolved for
reaction conditions within living organisms and not for producing
chemicals wanted by humans. Consequently, enzymes do not always work
with the compounds or in the conditions desired and engineering to
adapt the enzymes is needed.
1.3 Enzyme engineering The advancements in molecular biology have made it possible to alter the
genetic code and thereby change the amino acid sequence of enzymes.
This enables scientists to tailor the catalytic22-24 and physical
properties23,25-27 of the enzymes to fit the process at hand. Moreover,
enzyme engineering is an important technique for elucidating the
mechanism of enzymes.28-30
Traditionally, two routes for enzyme engineering have been employed:
rational design and random mutagenesis (Figure 2).15 Rational design is
preferable used when the structure and mechanism of the enzyme is
known and the amino acid substitutions can be made on a rational
notion, that an alteration will give a desired effect based on previous
knowledge. The type of alterations could be single changes in amino acids
4 | I n t r o d u c t i o n
to replacing or removing whole segments. Numerous examples where
rational engineering has been employed can be found in literature23,31-33
and Paper I, II, IV and V in this thesis.
When the structure of an enzyme is not known or rational engineering
has not been successful, the alternative method of random mutagenesis
can be used. By this strategy the gene is altered randomly, either by gene-
shuffling or error-prone polymerase chain reaction, creating a library
containing a large amount of different variants. The library is then tested
towards the characteristic of interest, for example improved activity
towards a specific compound. With directed evolution the improved
variant is subjugated to another round of randomization in an iterative
process and continues until a variant with the desired characteristics is
found.23,26,32,34 Directed evolution makes it possible to generate variants
that would otherwise not have been thought of or created by a rational
strategy. However, the method requires the design of good screening
methods that can handle the large libraries that will be generated.
Semi-rational approaches, a combination of the two main routes, have
emerged as an attractive mean since they provide the randomness of
directed evolution but the positions altered are chosen on rational basis
yielding smaller more focused libraries.15,23,34 The random combination of
several mutations at key positions can generate variants with synergistic
effects that would otherwise have been missed with rational design.
However, for each additional position examined the size of the library and
thus workload increases.35
I n t r o d u c t i o n | 5
Figure 2. The different routes for enzyme engineering. (A) Random mutagenesis generates mutations randomly across the enzyme coding gene creating a large library containing many different variants. With semi-rational approaches (B) the alterations are focused at specific positions or segments, which provide randomness at those positions but a much smaller library that needs to be screened compared to random mutagenesis. An iterative process can be employed in both (A) and (B) where the best variant(s) are further randomized. (C) By rational design the type of alteration and the position are decided based on knowledge about the mechanism and structure. Few variants are usually created that can be handled with ease.
6 | I n t r o d u c t i o n
C a t a l y t i c p r i n c i p l e s o f e n z y m e s | 7
2. Catalytic principles of enzymes
2.1 The transition state In a chemical reaction the transformation of a substrate (S) into product
(P) requires some kind of bond breaking. The transformation is
associated with a change in Gibbs free energy (ΔG) and is for example
negative for a favored reaction. Taking a transformation of S to P where a
new bond is formed and another one is broken, a species is formed during
the transformation where the new configuration partially exists together
with the old. This species is not stable and is associated with a large
amount of free energy but momentarily the species must exist before it
breaks down to P or S. The condition of this high energetic species is
known as the transition state (TS) and marks an energy barrier that needs
to be overcome for the reaction to proceed. The energy needed for the
system to go from S to the TS is called the activation energy and the larger
the difference is between S and TS the slower the reaction will be.36,37
Enzymes accelerate the rate of reaction compared to the uncatalyzed
reaction and do so by stabilizing the TS and thereby lowering the energy
barrier needed to be overcome. It was proposed by Linus Pauling that rate
enhancement provided by enzymes is achieved by being complementary
to the strained substrates, the transition states and not the ground states,
and in that way promotes TS formation after binding of the substrate.38
The view of enzymes being complementary to the TS of the reaction and
stabilizing it compared to the uncatalyzed reaction is still valid 70 years
later, although the understanding of the catalytic principles applied by
enzymes to stabilize the TS has broadened. The mechanisms employed by
enzymes to afford TS stabilization can be grouped into five categories and
an enzyme might employ several of them: 1) approximation of reactants,
2) general acid-base catalysis, 3) conformational distortion, 4)
preorganization of the active site complementary to the TS and 5)
covalent catalysis.39-41
8 | C a t a l y t i c p r i n c i p l e s o f e n z y m e s
For the simplest enzyme catalyzed reaction, where one substrate is
converted to one product, an intermediate is first formed where the
enzyme (E) binds the substrate non-covalently forming an enzyme-
substrate (ES) complex. The ES-complex can either dissociate or cross the
transition state to form a new non-covalent intermediate of enzyme and
product (EP). Depending on the type of catalysis several novel species,
both intermediates and transition states, can be formed along the
reaction coordinate that are unattainable for the uncatalyzed reaction.39
2.2 Enzyme kinetics
The initial rate (v) of the chemical transformation of substrate S to
product P by enzymes depends on the constants kcat and KM and the
concentrations of S and enzyme as given by the Henri-Michaelis-Menten
(Equation 1, where KM is the Michaelis constant and Vmax is the maximum
reaction velocity given by kcat (the turnover number) and the total enzyme
concentration [E]).42-44
𝑣 = 𝑘𝑐𝑎𝑡[𝐸] [𝑆]
𝐾𝑀+[𝑆]=
𝑉𝑚𝑎𝑥 [𝑆]
𝐾𝑀+[𝑆] (Equation 1)
The model is valid for one substrate when the enzyme is present in a
concentration much lower than the substrate and when there is negligible
accumulation of product and intermediates except a constant
concentration of ES-complex. This period of the reaction is called the
steady state and the rate equation can be derived from Scheme 1.ii The
conditions during the steady state make it possible to account for all
enzyme molecules as either being free or in an ES-complex as well as
approximating the free substrate concentration [S]free as the total
substrate concentration [S].
ii With the assumptions at steady state, the expression for ES-concentration:
𝑘1[𝐸]𝑓𝑟𝑒𝑒[𝑆]𝑓𝑟𝑒𝑒 = (𝑘−1 + 𝑘2)[𝐸𝑆] → [𝐸𝑆] =[𝐸]𝑓𝑟𝑒𝑒[𝑆]𝑓𝑟𝑒𝑒
𝑘−1+𝑘2𝑘1
=[𝐸]𝑓𝑟𝑒𝑒[𝑆]𝑓𝑟𝑒𝑒
𝐾𝑀≈
[𝐸][𝑆]
𝐾𝑀+[𝑆], combined with the expression for rate product formation: 𝑣 = 𝑘2[𝐸𝑆],
gives Equation 1.
C a t a l y t i c p r i n c i p l e s o f e n z y m e s | 9
Scheme 1. Reaction scheme of an one-substrate enzyme-catalyzed reaction. The enzyme and substrate form an ES-complex determined by the second order rate constant k1 and the concentrations of free E and S. The ES-complex can either form product or dissociate back to free enzyme and substrate, given by the ES concentration and the rate constants k2 or k-1.
Depending on the complexity of the enzyme catalyzed reaction, the
formation of E+P from the ES-complex can comprise of several chemical
transitions, each with its own rate constant. The rate constant k2 is then
replaced with the turn over number kcat. The turn over number usually
represents the slowest reaction step, but is from the definition in Scheme
1 a combination of all first order rate constants following to the formation
of the ES-complex (Equation 2). It should be noted that kcat is a measure
that gives the maximal rate of an enzymatic reaction at unlimited
substrate concentration and a fixed enzyme concentration (i.e. Vmax,
Equation 1).
1
𝑘𝑐𝑎𝑡=
1
𝑘2+
1
𝑘3+ ⋯ +
1
𝑘𝑛 (Equation 2)
The rate constant for formation of ES-complex is generally very large and
not rate limiting for catalysis in vitro where substrate concentrations
usually exceed the KM values.45 Thus k1 is normally excluded from kcat.
Enzymes that are rate limited by the diffusion are said to have reach
kinetic perfection, as a catalytic event occurs as soon as enzyme and
substrate meet. The highest values of k1 displayed by enzymes in solution
are 108-109 M-1 s-1.46
The Michaelis constant, KM, is viewed as a relative value for the affinity
for a substrate but can during certain circumstances, where k2<<k-1, be
equivalent to the equilibrium dissociation constant. The KM value controls
the rate of a reaction by determining how large fraction of the enzyme
that will be in an ES-complex at a specific substrate concentration. For
example, at a substrate concentration equal to KM the rate will be half that
of the theoretical possible as determined by kcat and the enzyme
concentration (Equation 3).
𝑣 = 𝑉𝑚𝑎𝑥 [𝑆]
[𝑆]+[𝑆]=
𝑉𝑚𝑎𝑥
2 (Equation 3)
10 | C a t a l y t i c p r i n c i p l e s o f e n z y m e s
A low KM value means that a low substrate concentration is required to
have a large fraction of the enzyme in an ES-complex. However, a low KM
value does not necessarily equal a better substrate. As long as the enzyme
can be saturated, a higher kcat is more desirable, from a biocatalytic point
of view, since reactions are often performed at high substrate
concentrations to optimize productivity (Figure 3).47,48
Figure 3. Comparison of two enzyme variants (X and Y) highlighting how different kinetic constants affects the initial rate at different substrate concentrations. For a hypothetical enzymatic reaction, enzyme variant X has a Vmax of 10 arbitrary units and KM of 0.1 mM, while variant Y has a Vmax of 100 arbitrary units and a KM of 10 mM. At a substrate concentration of 1 mM the enzyme variants will display equal initial rates.
The most commonly used method to measure the catalytic efficiency of an
enzyme is by the specificity constant, kcat/KM. The usefulness of the ratio
of the kinetic constants is that the value entails information both on
substrate affinity and transition state stabilization and thus provides a
lower limit of the second order rate constant for productive substrate
binding. The specificity constant can be determined by taking the ratio of
kcat/KM or estimated by measurement of the rate when substrate
concentration is much lower than KM (Equation 4).
0
5
10
15
20
25
0 1 2 3
Init
ial r
ate
[ar
b. u
nit
]
Substrate concentration [mM]
Variant X
Variant Y
C a t a l y t i c p r i n c i p l e s o f e n z y m e s | 11
𝑣 =𝑘𝑐𝑎𝑡[𝐸]𝑓𝑟𝑒𝑒[𝑆]𝑓𝑟𝑒𝑒
𝐾𝑀 , 𝑤ℎ𝑒𝑟𝑒 [𝐸]𝑓𝑟𝑒𝑒 ≈ [𝐸] → 𝑣 =
𝑘𝑐𝑎𝑡[𝐸][𝑆]𝑓𝑟𝑒𝑒
𝐾𝑀 (Equation 4)
The initial rate at low substrate concentrations ([S]<<KM) depends on the
free substrate concentration since the kcat/KM ratio is constant. The use of
the specificity constant as a suitable measure of enzyme catalytic
efficiency has been questioned,47-49 since it does not account for changes
in substrate and product concentrations during the time course of a
reaction. Taking Figure 3 as an example, enzyme variant X has ten times
higher substrate specificity compared to enzyme variant Y, but at high
susbtrate concentration (> 1 mM) variant Y has a higher productivity.
However, the consensus is that the specificity constant is adequate to
determine the selectivity (specificity ratios) of one enzyme towards
different substrates, A and B, and can be done so by comparing the
individually determined specificity constants or by comparing the rates
for the different products in competition (Equation 5).
𝑣𝐴[𝐵]
𝑣𝐵[𝐴]=
(𝑘𝑐𝑎𝑡
𝐾𝑀⁄ )𝐴
(𝑘𝑐𝑎𝑡
𝐾𝑀⁄ )𝐵
(Equation 5)
The discussion above is valid for one-substrate kinetic models. For more
complex reactions involving, for example, several substrates and/or
inhibition, other forms of the Henri-Michaelis-Menten equation need to
be used. Such examples are transacylations in organic media catalyzed by
lipases (Equation 6, where A and B are the two substrates and KMA and
KMB are their respective KM-value).50
𝑣 =𝑘cat[E][A][B]
𝐾MA [B]+𝐾M
B [A]+[A][B] (Equation 6)
In many two-substrate reactions the kinetic model can be simplified by
keeping one substrate at a high concentration well above its KM. The rate
of the reaction seems to depend on one substrate only,51 called pseudo
first order reactions, and the kinetic constants for the other substrate can
be estimated with good accuracy.
12 | C a t a l y t i c p r i n c i p l e s o f e n z y m e s
2.3 Transition state theory With the Eyring equation52,53 (Equation 7, where 𝜅 is the transmission
coefficient, kB is the Boltzmann constant, T is the temperature in Kelvin, h
is Planck’s constant and R is the ideal gas constant) and the transition
state theory, the energy barrier of the reaction can be estimated, if kcat and
KM or kcat/KM have been determined. The change in Gibbs free energy of
activation (ΔG‡) can further be divided into free enthalpy and entropy of
activation (ΔH‡ and ΔS‡)
𝑘 = 𝜅 𝑘𝐵𝑇
ℎ𝑒
−∆𝐺‡
𝑅𝑇 = 𝜅 𝑘𝐵𝑇
ℎ𝑒
−∆𝐻‡
𝑅𝑇 𝑒∆𝑆‡
𝑅 (Equation 7)
With the help of kinetic measurements and free energy calculations it is
possible to estimate the TS stabilization provided by enzymes compared
to the uncatalyzed reaction and relate the contributions from kcat and KM
to catalysis. The calculated relative energy levels can be visualized in an
energy profile diagram as shown in Figure 4, which helps in
comprehending the contributions from different factors affecting the
enzymatic reaction.
From the energy profile diagram it is clear that an enzyme becomes more
efficient by lowering the transition state energy level, ES‡, relative the free
enzyme and substrate. The enzyme can do so by increasing the specificity,
kcat/KM. The increased specificity could come from an alteration in kcat, KM
or both but to have an overall effect the TS energy level needs to be
affected. The change in Gibbs free energy can be divided into enthalpy
and entropy of activation as mentioned earlier with a temperature
dependent investigation, which provides further valuable information
about the reaction mechanism. In general a large positive ΔH‡ signifies
that for attaining the TS structure a large amount of chemistry in form of
bond deformation like stretching is needed. In contrast, if TΔS‡ is large
and negative, the formation of the TS requires the reacting substrate to be
constrained in precise orientations. Uncatalyzed reactions generally
display large enthalpies of activation and for the enzymatic counterpart a
major contribution to catalysis comes from reduced activation enthalpies
rather than increased entropies of activation.46,54
C a t a l y t i c p r i n c i p l e s o f e n z y m e s | 13
Figure 4. Energy profile diagram for an enzyme catalyzed reaction and the corresponding uncatalyzed reaction where one substrate (S) is converted into one product (P). The overall change in free energy of the reaction ΔGrxn is path independent and is the same whether a catalyst is used or not. In the enzyme catalyzed reaction (black line) going from S to P an enzyme-substrate complex is formed (ES) before the formation of the transition state ES
‡.
The change in free energy going from free enzyme and free substrate (ground state) to reach the transition state can be calculated by the Eyring equation ΔGkcat/KM = RT ln (kBT/h – kcat/KM) or by combining the individual changes in free energy of going from E+S to ES and going from ES to ES
‡. For the uncatalyzed reaction (grey line) the substrate directly
goes from S to P by overcoming the TS barrier (S‡). The change in free energy between
ground state and TS is dependent on the rate of the uncatalyzed reaction knon. The difference in free energy between the two transition states (ΔΔG
‡) is equal to the
stabilization of the TS brought upon by the enzyme.
The energy profile diagrams are primarily constructed from steady-state
kinetics meaning that an enzymatic reaction entailing several enzyme-
substate intermediates upon substrate binding is masked by the one
containing the largest barrier. It is important to remember that kcat often
represents several chemical steps and sets a lower limit of the slowest of
them.
14 | C a t a l y t i c p r i n c i p l e s o f e n z y m e s
2.4 Selectivity and promiscuity The selectivity of enzymes is what makes them the powerful catalysts for
life, since without it there would be no control for the cells. The selectivity
is what makes the enzyme distinguish different substrates from each
other and it can for example be divided into four categories: chemo-,
enantio-, regio-, and substrate selectivity. The selectivity is determined
by the ratios of the enzyme specificities towards the two substrates
(Equation 5) and can also be converted into free energies and viewed in a
reaction profile diagram with the Eyring equation (Equation 7). Hence,
the selectivity can be simplified into different effects of an enzymes
affinity and TS stabilization towards different compounds and the
absence of an enzymatic reaction is merely that one energy barrier is too
high for the enzyme to traverse.
Chemoselectivity is the possibility of an enzyme to distinguish between
two different functional groups and using one over the other (Figure 5A).
For example two lipases, Rhizomucor miehei lipase and Candida
antartica lipase B (CalB) have been shown to be selective towards
alcohols over thiols ranging from 10-730 over the uncatalyzed reaction, a
selectivity originating from KM.55 Enantioselectivity is the possibility of an
enzyme to discriminate two enantiomers from each other (Figure 5B).
Enantiomers are chemically identical except in the three dimensional
space, where they are the mirror image of each other. As an example CalB
is very selective towards one enantiomer over the other of 2-octanol due
to a substrate pocket that fits the medium substituent of the chiral center
for one of the enantiomers.56,57 Regioselectivity is an enzyme’s
discrimination of one functional group over another depending on the
structural position of the groups (Figure 5C). Taking CalB as an example
again, the enzyme is selective towards the primary hydroxyl of
carbohydrates compared to the other secondary hydroxyl groups.58,59
Substrate selectivity is often used as a general collective term for all kinds
of selectivities. It is a reasonable practice since a discrimination of
different chemical groups such as an alcohol from an amine is the
(chemo-) selectivity towards one substrate over the other. In this thesis
the term substrate selectivity is added for situations, when the other types
are not applicable. Such an example is the selectivity of CalB towards
ethyl pentanoates over other ethyl esters (Figure 5D).60 The chemical
C a t a l y t i c p r i n c i p l e s o f e n z y m e s | 15
group is the same, they are all esters, and what differs are the chain
length on the acyl part and consequently they are different substrates.
Figure 5. Schematic overview of the types of selectivities displayed by enzymes. In the middle of the figure CalB is depicted that displays chemoselectivity (A) towards 1-hexanol over 1-hexanethiol in the transacylation of ethyl octanoate.
55 In the transacylation of S-ethyl
thiooctanoate with racemic 2-octanol (B) CalB displays enantioselectivity towards the R-enantiomer.
56 In the acylation of α-D-glucopyranose with octanoic acid (C) CalB was
regioselective towards the C-6 hydroxyl group.59
Furthermore, CalB displays substrate selectivity (D) towards ethyl pentanoate compared to other ethyl esters in the transacylation with methanol.
60
The selectivities of enzymes towards their substrates and catalyzed
reactions are not always absolute and they are known to even catalyze
different reactions. This phenomenon is known as promiscuity and can be
categorized into three types: condition-, substrate- and catalytic
promiscuity.61 The promiscuity should be regarded as a selectivity feature
that is uncovered because the enzyme is placed in a condition with
substrates that it normally does not encounter. Promiscuity is considered
16 | C a t a l y t i c p r i n c i p l e s o f e n z y m e s
as a left over from evolution where the ancestral enzymes diverged and
became more specific towards certain type of chemistries. If the
promiscuity does not affect the native function of the enzyme in the cell
there is no selective pressure to remove it. Promiscuous activities could
be good starting points for engineering catalytic functions in stable
enzyme scaffolds.61-64
.
α / β h y d r o l a s e s | 17
3. α/β hydrolases
3.1 The α/β hydrolase fold - One fold many activities The α/β hydrolase fold is one of the biggest enzyme superfamiliesiii.66 The
family is called so because the structure has an open-twisted β-sheet,
typically consisting of 8 strands, making up the core and it is surrounded
by α-helices (Figure 6).
Figure 6. The α/β hydrolase fold diversity represented by (A) Haloalkane dehalogenase (PDB code 1B6G) from Xanthobacter autotrophicus and (B) Lipase A from Bacillus subtilis (PDB code 1R50). The haloalkane dehalogenase is a 310 amino acid long enzyme with a molecular weight of 35 kDa while the lipase contains 181 amino acids with a molecular weight of 19 kDa. Although different in size and catalytic preference the enzyme share the same fold with a central β-sheet (red) surrounded by α-helices (blue). The black arrows indicate the nucleophiles in the respective active sites situated at the end of a β-strand linked to an α-helix with a sharp turn, called the nucleophilic elbow.
iii Superfamily is the highest order of grouping related proteins together that are descendant from a common ancestor.65
18 | α / β h y d r o l a s e s
The same fold comprises enzymes with a wide catalytic preference such as
lipases/esterases,67 amidases,67,68 haloalkane dehalogenases,67,69 epoxide
hydrolases70 and hydroxynitrile lyases.71 Although different in both
primary structure and reaction mechanism the catalytic machinery is
similar in addition to the fold. They all have a catalytic triad with a
nucleophile, serine, cysteine or aspartate, and a charge-relay system
encompassing a histidine and an aspartate/glutamate, functioning as an
acid and base and stabilizing the charges (Scheme 2).67 The nucleophile is
situated on a sharp turn, named the nucleophile elbow, which is highly
conserved and exposes the nucleophile to more easily connect with the
substrate and the catalytic histidine.67
The α/β hydrolase fold is very malleable and can tolerate a wide range of
alterations without compromising the catalytic machinery demonstrated
by the vast structural diversity within the family,72 exemplified by the
large inserts in Geotrichum candidum lipase67,73 of the large esterase
family72 and the migration of the catalytic aspartate in human pancreatic
lipase.67,74 Moreover, the enzymes within the α/β hydrolase fold often
display catalytic promiscuity for example direct epoxidation and
conjugate additions catalyzed by lipases61,75 and esterase activity
displayed by hydroxynitrile lyases.76 These features make the α/β
hydrolase fold enzymes interesting in a biocatalytic perspective75,77,78 and
in particular lipase B from C. antarctica.58
α / β h y d r o l a s e s | 19
Scheme 2. The first step in the reaction mechanism following the ES-complex formation in enzyme classes belonging to the α/β-hydrolase fold superfamily. A) The nucleophilic attack of the catalytic serine on the carbonyl carbon of the ester in lipases/esterases forming a tetrahedral intermediate that is stabilized by the oxyanion hole B) In hydroxynitrile lyases the catalytic serine abstracts a proton from the substrate instead of forming a covalent intermediate. The negative charge formed on the cyanide is stabilized by a positively charged lysine. C) In haloalkane dehalogenases the nucleophilic amino acid is an aspartate. The aspartate attacks the carbon in α-position to the halogen, which is displaced in a Sn2 type reaction stabilized by a tryptophan. The catalytic cycle is completed through an attack by water on the catalytic aspartate of the ester intermediate releasing the product alcohol. D) Epoxide hydrolases are similar to haloalkane dehalogenases. The epoxide is attacked by the catalytic aspartate and the formed oxyanion abstracts a proton from a tyrosine. The product diol is released through an attack by water on the aspartate of the ester intermediate. Scheme adapted from Jochens et al.
66
20 | α / β h y d r o l a s e s
3.2 Candida antarctica lipase B Lipases (EC 3.1.1.3), or triacylglycerol lipases, are important for the
metabolism of organisms, since they hydrolyze triglycerides, an energy
storage molecule primarily used by eukaryotes,79,80 into free fatty acids
and glycerol.
The organism C. antarctica was first isolated in the middle of the 1960s
from a lake in the Antarctic81 and the same organism was in the end of the
1980s identified as a lipase producing organisms in a screening of
samples from Japan82-84. One of the lipases this organism produces was
designated lipase B and the crystal structure was solved in 1994 as the
sixth structure of a lipase.85
CalB belongs to the α/β hydrolase fold superfamily and the protein
consists of 317 amino acids and has a molecular weight of 33 kDa (Figure
7).85 The enzyme has unique features with a for lipases unusual
pentapeptide sequence in the nucleophilic elbow (TWSQG compared to
the consensus sequence GXSXG)67,85 and no pronounced lid and the
absence of interfacial activation.86,87 The enzyme has attracted much
interest from academia and industry due to its high chemo-,55,88,89
enantio-56,90-92 and regioselectivity59,93-95 as well as stability58,93,95,96 in
organic solvents as immobilized preparations.
α / β h y d r o l a s e s | 21
Figure 7. The structure of CalB (PDB code 1LBS). The catalytic triad is shown in ball&stick in the center and extends parallel to the β-sheet towards the left.
22 | α / β h y d r o l a s e s
3.3 Mycobacterium smegmatis acyltransferase Mycobacterium smegmatis acyltransferase (MsAcT) (EC 3.1.1.x) belongs
to the SGNH-hydrolase superfamily, named after the conserved amino
acids (serine, glycine, asparagine and histidine) important for catalysis.97-
99 The SGNH-hydrolases have been described as the “α/β hydrolase fold
in-laws”72 and are also known as GDSL-esterases named after the
different motif around the catalytic serine compared to lipases.98,100,101
The SGNH-hydrolases have a catalytic triad but differ from α/β
hydrolases by having the catalytic serine very close to the N-terminal on a
loop region and not on a tight turn and the catalytic histidine and
aspartate are only separated by two amino acids in the primary
structure.99,102 Within the SGNH-hydrolase family many types of activities
can be found including thioesterase,103-105 esterase,102,106-109
lipase,102,106,107,109 rhamnogalacturonan acetylesterase99,108 and
lysophospholipase.102,109,110 MsAcT is rare among the SGNH-hydrolases
since it forms an octamer in vitro (Figure 8) that buries the active site in a
hydrophobic channel and as a consequence promotes unique acyl transfer
capabilities.97 Each subunit consists of 216 amino acids with a molecular
weight of 23 kDa. Only few esterases have been reported to catalyse acyl
transfer reactions in water, often belonging to the Candida antarctica
lipase A (CalA) superfamily.111-114 Since the first report of the crystal
structure of MsAcT, the enzyme has been used in water systems for the
synthesis of peracetic acid97 for surface decontamination,115,116 in situ
oxidations of aldehyde to acid117 or ketones to lactones,118 and synthesis of
neopentyl glycol diacetate97,117,119 and amides (Paper III-V).
α / β h y d r o l a s e s | 23
Figure 8. Structure of MsAcT (PDB code 2Q0S). (A) Quaternary structure of the eight subunits folding into one large complex. Each subunit (color coded distinctly) have the active site covered by two other subunits restricting the access. (B) The tertiary structure of one subunit of MsAcT. The catalytic triad is shown in ball&stick and elongates anti-parallel to the central β-sheet. The catalytic serine is situated on an α-helix connecting to a loop region without the constraint of a typical nucleophilic elbow.
3.4 Reaction mechanism The reaction kinetics of CalB and MsAcT follow a ping-pong bi bi
mechanism (Scheme 3)50 that is common for lipases120,121 and serine
proteases.122-124 The catalytic triad of CalB consists of Ser105, His224 and
Asp187 and the oxyanion hole constitute of Thr40 and Gln106. For
MsAcT the catalytic triad consists of Ser11, His195, Asp192 and the
oxyanion hole from Ala55, Asn95 and Ser11 (backbone NH). The
importance of the catalytic triad have for example been investigated by a
mutational study in subtilisin, where it accounted for 106 in kcat/KM,
predominantly due to reduced kcat.28 Moreover, the value of the hydrogen
bonds in the oxyanion hole have been studied in subtilisin,125 papain,126
cutinase127 and CalB128 where the loss of one hydrogen bond decreased
the specificity by a factor up to 103, mainly as a result of decreased kcat.
The studies indicate the significance of the catalytic machinery for the
rate accelerations displayed by these enzymes.
24 | α / β h y d r o l a s e s
Scheme 3. Reaction mechanism for the transacylation of an acyl donor to an acyl acceptor catalyzed by lipases/esterases (amino acid numberings are according to CalB). The reaction is divided into two halves, acylation and deacylation, with the acyl-enzyme (bottom right) as an uniting intermediate. X = NH, O or S and R
2 and R
3 = H, CnHm.
The catalytic cycle can be divided into two half-reactions, acylation and
deacylation. During acylation, the first step of catalysis following the
formation of the ES-complex is the nucleophilic attack on the carbonyl
carbon by the catalytic serine. The catalytic histidine is promoting the
attack by acting as a base withdrawing the hydrogen from the serine. The
catalytic aspartate helps by stabilizing the positive charge formed on the
histidine through hydrogen bonding. In the tetrahedral intermediate (TI1)
formed upon the nucleophilic attack by the serine the negative charge on
the former carbonyl oxygen is stabilized by hydrogen bonds donated by
the oxyanion hole. The acylation is completed by the breakdown of TI1 to
the acyl-enzyme and leaving of the first product, an alcohol, amine, thiol
or water that accepts the hydrogen from the positively charged catalytic
histidine now acting as an acid. The deacylation, which is the reverse of
the acylation, starts with the binding of a new nucleophile, the acyl
α / β h y d r o l a s e s | 25
acceptor, to the acyl-enzyme intermediate. Thereafter, the nucleophile is
activated by the catalytic histidine and attacks the carbonyl carbon
forming a new tetrahedral intermediate (TI2). The charges are again
stabilized by the oxyanion hole and the catalytic aspartate. The
deacylation is completed by the breakdown of TI2 to the second product
and free enzyme by the reformation of the carbon-oxygen double bond of
the product and the transfer of a proton from the catalytic histidine to the
serine.
Depending on the nature of the acyl acceptors the products will differ. For
example, during hydrolysis (X2 = O, R3 = H) the product will be a
carboxylic acid, which is the usual case when the reactions are run in
water. However, if another nucleophile is present in competition with
water the outcome could be a transacylation, meaning that the acyl donor
is transferred to another acyl acceptor than water. The common
denominator is the acyl-enzyme and the outcome depends on the
selectivity displayed by the acyl-enzyme towards the different
nucleophiles and their concentrations.
26 | α / β h y d r o l a s e s
A i m a n d m o t i v a t i o n | 27
4. Aim and motivation
The aim of this study was to increase the understanding of what separates
an esterase (including lipases) from an amidase (including proteases) and
to use that knowledge to develop better enzymatic catalysts for amide-
based chemistries. The rationale behind the study consists of two parts.
First, amide-type chemistries are important for the industry. As an
example, over 90% of all drug candidate molecules from AstraZeneca,
GlaxoSmithKline and Pfizer in 2006 contained a nitrogen atom.
Moreover, 12% of all chemical transformations during the synthesis of
these drugs candidates were acylations and a majority of them were the
transformation of amine to amide.129 For that reason amide bond
formation avoiding poor atom economy has been identified as one of the
most important research areas by American Chemical Society, Green
Chemistry Institute and several global pharmaceutical corporations.130
Proteases are also important for virulence factors of viruses such as
human cytomegalovirus131 and perhaps more importantly human
immunodeficiency virus132 and understanding the mechanism of the
enzymes could help in development of efficient therapies.
The second part of the motivation is more of a basic scientific nature;
esterases have the same catalytic triad121 as serine-proteases and can even
share the same fold,68 but the enzyme classes display different
specificities towards esters and amides. At a first glance the ester and
amide substrates are similar (Figure 9) and the only difference is that the
oxygen is replaced by a nitrogen and hydrogen (NH-group). So why can
one class of enzymes efficiently catalyze the hydrolysis of amides and the
other cannot? One hypothesis is that the difference belongs to a hydrogen
bond donated by the NH-group of the amide substrate in TS that can be
accepted by amidases and not by esterases. The hydrogen bond facilitates
nitrogen inversion and lowers the free energy of activation for the
transition state.133
28 | A i m a n d m o t i v a t i o n
Figure 9. The structural similarity between an ester and an amide. In an amide the oxygen of the ester-functionality is exchanged to a nitrogen and a hydrogen.
According to the hypothesis that nitrogen inversion represents the
highest energy barrier, variants of CalB and MsAcT were created where a
hydrogen bond acceptor was introduced and evaluated in the hydrolysis
and with MsAcT also synthesis of amides. Synthesis of amides in water is
not easily attained due to unfavorable kinetic reaction control. However,
with the kinetically controlled N-acylations catalyzed by MsAcT the
synthesis of amides in water could be performed.
In paper I, II and V two engineering approaches were applied to afford
TS stabilization for nitrogen inversion, either by interaction from an
amino acid side chain or molecules of water. The variants were tested in
the hydrolysis of amides. In paper III a cascade was developed for the
synthesis of amides in water from aldehydes with the wild-type enzyme of
MsAcT coupled to an amine transaminase (EC 2.6.1.x). In paper IV and
V engineered variants of MsAcT were constructed to either afford a
broader scope of amide products or improved specificity for the synthesis
of amides.
R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y | 29
5. Rational engineering for increased
amidase specificity
5.1 Amidases and the amide bond Amides are more stable than esters due to a partial double bond character
of the nitrogen-carbonyl carbon bond. The free π-electrons of the
nitrogen are able to overlap with the π-orbital of the carbonyl carbon and
thus forming a more stable conjugated system (Scheme 4).134
Scheme 4. The electronic structures and resonance stabilization of amides. Other bonds than the N-C-O are omitted for clarity.
The resonance stabilization makes the carbonyl carbon of amides less
electron-deficient and more unreactive towards nucleophiles compared to
for example esters. Thus, amides are very stable at neutral conditions and
as an example peptides have been reported to have half-lives of 7-600
years.135-138
Amidases (the term also including proteases) are good catalysts for the
hydrolysis of both amides and esters.139-144 Amidases are potent catalysts
of both amide and ester hydrolysis due to the general
acylation/deacylation-mechanism depicted in Scheme 3. Although the
catalytic machinery and folding class can differ among the different
amidases they all promote hydrolysis by two common strategies: (1)
interaction with the carbonyl oxygen by hydrogen bonds making the
carbonyl carbon more electron-deficient and prone to attack by (2) an
activated nucleophile (side chain or water).145,146 However, these types of
interactions are general for both amide and ester hydrolysis catalyzed by
30 | R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y
both amidases and esterases (term including lipases) and do not explain
the differences in specificities. The relatively high amide hydrolytic
activities in amidases compared to esterases is hypothesized to be due to
a hydrogen bond stabilization that lowers the activation energy for
nitrogen inversion in TS.133 This hydrogen bond can be accepted in
amidases but not esterases and seems to be a universal solution employed
by amidases. An investigation of 15 different amidases representing 11
folding families with 9 different reaction mechanisms revealed that the
hydrogen bond interaction for nitrogen inversion was formed or
improved during construction of the structure representing the TS.133 The
study was later extended by nine additional amidases with identical
outcome.147
The stereoelectronic effect
Due to a stereoelectronic effect the free lone pair on the nitrogen will
form anti-periplanar to the bond formed between the catalytic
nucleophile and the carbonyl carbon of the amide functionality during
acylation.148,149 The former carbonyl oxygen will at the same time orient
one lone pair orbital in the same direction. The reason for this is a
favorable interaction between the orbitals of the non-bonding lone pairs
on the nitrogen and oxygen and the anti-bonding sigma orbital of the
bond being formed, which causes the lone pairs to be oriented anti-
periplanar to the bond formed (Figure 10). This linear combination of
atomic orbitals is worth around 5 kcal/mol in transition state
stabilization.148,149
R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y | 31
Figure 10. Lone pair orientation on the amide nitrogen during acylation/deacylation of Nu-
according to the stereoelectronic effect. The lone pairs on the heteroatoms next to the bond formed/broken between Nu
- and the carbonyl carbon will be oriented anti-periplanar for a
stabilization by mixing of non-bonding lone pair orbitals (n) with anti-bonding sigma orbital (σ*). Figure adapted from the work by Syrén.
147
In accordance to the principle of microscopic reversibility150 the bond
broken needs two orbitals on the heteroatoms that are anti-periplanar to
lower the transition state energy. To be precise, in the tetrahedral
intermediate, the bond that is broken requires anti-periplanar lone pairs
on the other two heteroatoms. In an amidase the attack of the nucleophile
will cause the lone pair to point away from the catalytic base and can
therefore not abstract a proton in that conformation.133,151 The nitrogen
either has to invert or rotate for the reaction to proceed. It has been
proposed that the nitrogen inversion/rotation for amines is an inversion-
dominated process with TS energies ranging from 4-16 kcal/mol.152 It is
likely that the inversion/rotation of a tetrahedral intermediate with a
(large) substrate in the active site of an enzyme is an inversion-dominated
process as a result of steric clashes and favorable binding interactions (for
example substrate peptide side chains with protease active site). Using
quantum mechanics (QM) calculations the total barrier for nitrogen
inversion going from the ES-complex was estimated to 19.6 kcal/mol.89 In
addition, the TS for nitrogen inversion was calculated to be around 4.5
kcal/mol higher than TI1 (Scheme 5).147 With a stabilizing hydrogen bond
acceptor added to the model, the TS was lowered by 4 kcal/mol with a
difference between amide and ester transition states of 3 kcal/mol.133 A
difference is expected between an ester and an amide due to the ground
state resonance stabilization of the amide characterized by the high
rotational barrier of amides.153 Nitrogen inversion (or rotation) is
essential for the hydrolysis of amides by amidases/esterases. The reaction
mechanism for amide hydrolysis by α/β-hydrolases is as a result altered
32 | R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y
compared to the mechanism shown in Scheme 3. A new step with a new
transition state for nitrogen inversion is added going from TI1 with the
nitrogen lone pair pointing away from the catalytic histidine to a new
tetrahedral intermediate (TI1-2) where the nitrogen has inverted (Scheme
5). Since the oxygen of the ester functionality will have two lone pair
orbitals after an attack by a nucleophile during ester hydrolysis, one of
them will point towards the catalytic base/acid (histidine) and there is no
need for inversion.
R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y | 33
Scheme 5. Reaction mechanism for transacylation of an amide catalyzed by CalB. A new step, nitrogen inversion, is needed for the reaction to proceed towards products since the lone pair orbital on the scissile NH-group of the amide will point away from the catalytic histidine. X
1 = NH,
O or S and R2 and R
3 = H, CnHm
34 | R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y
Types of hydrogen bond stabilization for nitrogen inversion
The hydrogen bond acceptor observed in amidases can be divided in two
groups: (1) substrate-assisted or (2) enzyme-assisted. The enzyme
assisted hydrogen bond acceptors are predominantly from a backbone
carbonyl.133,147 The only exception known to enzyme-assisted amidases,
where the hydrogen bond acceptor comes from a side chain instead of a
backbone carbonyl, is carboxypeptidase A. In a study with
carboxypeptidase A from bovine the side chain responsible for the
stabilizing hydrogen bond, Y248, was exchanged into a phenylalanine
resulting in a 50-fold decrease in amidase specificity while the esterase
specificity was decreased seven times. The altered specificities were
primarily due to an increased kcat for the amide and decreased KM for the
ester.154 Further studies highlighting the importance of nitrogen inversion
for amide hydrolysis and synthesis are the examples of substrate-assisted
catalysis where the acyl donor mimics the spatial arrangement found in
amidases.133,155 The use of ethyl acetamidoacetate or methyl
methoxyacetate shifted the amide over ester synthesis reaction specificity
70-280 times towards amide synthesis compared to a substrate that
cannot accept a hydrogen bond from the NH-group. Substrate-assisted
catalysis is one approach for increased amidase specificity. However, the
use of substrate-assisted catalysis is not a general solution since the
product range is limited although successfully employed for the synthesis
of various amides.133,155,156 In addition, there has been one example of
substrate-assisted catalysis for the formation of amides where the
reaction is suggested to proceed by a proton shuttle mechanism that
circumvents the need for nitrogen inversion.89
5.2 Amide hydrolysis From an enzyme engineering perspective there are three viable
possibilities to introduce increased amidase specificity addressing the
inversion of nitrogen:
1) H-bond interaction with a residue side chain
2) H-bond interaction with water residues
3) H-bond interaction with enzyme backbone
R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y | 35
Introduction of a hydrogen bond acceptor for nitrogen inversion
In paper I, II and V rational enzyme engineering was used to introduce
a hydrogen bond acceptor for TS stabilization mimicking that discovered
in amidases, by either an amino acid side chain or by water residues in 3
different esterases. The key positions in CalB and Humicola insolens
cutinase (Hic) were chosen by overlapping the active site residues with
porcine prolyl oligopeptidase. Prolyl oligopeptidase has a substrate
assisted hydrogen bond acceptor from the carbonyl carbon of the P2-
carbonyliv of the substrate peptide.133 In CalB residue I189 was found to
be in a position that an engineered side chain could occupy the same
region as the P2-carbonyl oxygen of the substrate in prolyl oligopeptidase
(Figure 11).
Figure 11. Active site of CalB overlaid with the equivalent from prolyl oligopeptidase (PDB code 1E8N). The catalytic serine and histidine are shown from both prolyl oligopeptidase (yellow) and CalB. Amino acid numbers are according to the active site of CalB. The carbonyl oxygen of the P2 amino acid (magenta) of the peptide substrate in prolyl oligopeptidase accepts a hydrogen bond donated from the scissile NH-group highlighted with a red arrow. The side chain of I189Q can accept a hydrogen bond mimicking that of prolyl oligopeptidase.
iv P2-position is the second amino acid residue in the direction towards the N-terminal from the cleaved bond.
36 | R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y
For Hic two positions were identified I167, which corresponds to I189 in
CalB, and L64. As for MsAcT, I194 corresponds to I189 in CalB and was
chosen for that reason. Further investigation of the active site of MsAcT
identified a phenylalanine (residue 154), which is oriented with its phenyl
ring pointing towards the NH-group of the substrate with a distance of
approximately 5 Å from the para-position on the ring to the nitrogen.
F154 was for MsAcT chosen as a second hot-spot position. All variants
were evaluated in the hydrolysis of both amide and ester (Table 1).
In Paper I, the best variants with an engineered side chain acceptor in
CalB and Hic displayed 50-fold change in relative amidase over esterase
specificity towards amide hydrolysis with an absolute increase of amidase
specificity of 5-8 times compared to wild type. Interestingly, the variant
with the best relative reaction specificity was the CalB double mutant
L140Q/I189Q. The L140Q mutation was introduced aiming to hold the
side chain of Q189 in place to increase the probability of forming the
stabilizing hydrogen bond in TS. The increase in absolute amidase
specificity corresponds to approximately -1.0 kcal/mol and -2.4 kcal/mol
for the relative reaction specificity (Δmut-wtΔamide-esterΔG‡), which reflects a
weak hydrogen bond.157 From Figure 11 it is noticeable that the
introduced side chains at position 189 do not have an optimal distance
and angle as the substrate P2-carbonyl oxygen found in prolyl
oligopeptidase, which might explain the results.
All variants in Paper I that potentially could form a stabilizing hydrogen
bond between the side chain of residue 189 and scissile NH-group
displayed improved amidase specificity. The exceptions were I189S/T,
which were almost inactive. Initially, the low activity was believed to be
due to a deactivation of the catalytic histidine (Paper I) but later
presumed to rise from a well ordered TS that was entropically penalized
(Paper II). The decrease in amidase specificity of CalB I189S and I189T
compared to wild type corresponds to an increase in Gibbs free energy of
activation (Δmut-wtΔG‡) of approximately 4 kcal/mol. The entropic cost for
freezing one water molecule from solution in ice or crystals is about 2
kcal/mol at 27 °C,158 and additional water molecules could be tightly
bound in these variants.
R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y | 37
38 | R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y
Table 1. Substrate specificities of wild type enzymes and engineered variants towards amide and ester hydrolysis.
Variant Relative reaction specificity
(kcat/KM)amide (kcat/KM)ester ΔΔG‡
amide[d]
ΔΔΔG‡[e]
(kcat/KM)amide/ (kcat/KM)ester
[M-1
s-1
] [M-1
s-1
] [kcal mol-1
] [kcal mol-1
]
CalBa
wild type 1 0.08 32 000 0 0
I189S 0.06 0.0002 1 700 3.6 1.8
I189V 0.97 0.05 22 000 0.24 0.2
L140Q 1.1 0.03 13 000 0.48 -0.06
I189N 21 0.11 2 500 -0.21 -1.8
I189Q 38 0.49 5 300 -1.1 -2.2
L140Q/I189Q 52 0.43 3 300 -1.0 -2.4
I189G 77 0.41 2 200 -1.0 -2.6
I189Ab 210 0.75 6 100 -2.1 -3.2
R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y | 39
Hica
wild type 1 0.09 770 000 0 0
I167Q 47 0.69 120 000 -1.3 -2.4
MsAcTc
wild type 1 3.3 8 700 000 0 0
I194V 1.3 3.1 6 300 000 0.04 0.04
F154A 5.8 38 17 000 000 -1.5 -1.1
F154Y 14 14 2 700 000 -0.9 -1.6
F154Y/I194Q 82 8.7 280 000 -0.60 -2.7
I194Q 160 3.0 51 000 0.06 -3.2 a Determined at 37 °C.
b Determined at 26 °C.
c Determined at 21 °C.
d Δmut-wtΔG
‡.
e Δmut-wtΔamide-esterΔG
‡.
40 | R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y
Water as hydrogen bond acceptor for nitrogen inversion
In Paper II an alternative engineering strategy was explored in an
attempt to explain the improved TS stabilization of nitrogen inversion
observed with a CalB variant, I189A, which cannot form a direct
hydrogen bond interaction to the scissile NH-group of the substrate
amide. With QM calculations, molecular dynamics (MD) and
thermodynamic investigation it was demonstrated that the increased
amidase activity most likely resides from a deshielding of the enzyme
backbone that increased the water affinity and probability of water
forming a stabilizing hydrogen bond through a short water bridge
anchored to the enzyme (Figure 12).
Figure 12. MD simulation snapshot of CalB I189A with a short water bridge consisting of two water molecules between the TS structure and the carbonyl backbone of A189. The red arrow highlights the stabilizing hydrogen bond for nitrogen inversion between the scissile NH-group and water.
The I189A variant displayed a 34-fold increase in absolute amidase
specificity and 210-fold increase in relative reaction specificity (amidase
over esterase) compared to wild type at 26 °C. The result in Paper II is to
the best of my knowledge the largest increase in promiscuous amidase
activity achieved in any engineering study so far. The increase in amidase
R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y | 41
specificity of I189A was due to a decrease in activation enthalpy (Δmut-
wtΔH‡) of -3.3 kcal/mol and a decrease in activation entropy compared to
wild type (T*Δmut-wtΔS‡) of -1.2 kcal/mol at 26 °C. The result is in
accordance to an enhanced stabilization of TS for nitrogen inversion by
hydrogen bond formation and an entropic penalty for “freezing” water
molecules in TS.158,159 The entropy of activation was for CalB I189A -3.7
kcal/mol at 26 °C, which indicates that there are some ordering of the
system going from reactants to the TS. Interestingly, the wild type also
displayed negative entropy of activation for amide hydrolysis, which
correlates with the findings in the MD investigation that there is a low
probability of forming a favorable water interaction and that amide
hydrolysis probably is aided by this interaction. In D2O the results of
amide hydrolysis further supported the presence of a fixed water network
with a difference in enthalpy of activation (Δmut-wt,D2OΔH‡) of -7.8
kcal/mol and entropy of activation (T*Δmut-wt,D2OΔS‡) of -5.3 kcal/mol at
26 °C, which correlates well with the stronger hydrogen bonds in D2O
compared to H2O and the higher entropic cost of freezing D2O compared
to H2O.160 In a previous study by Kourist et al.,161 the removal of a
stabilizing water network by rational engineering in an esterase from
Bacillus subtilis (BS2) decreased the promiscuous amidase specificity
100-fold but only reduced the esterase specificity 7-fold. The
corresponding energy differences for the amidase specificity (Δmut-
wtΔG‡amide) was 2.8 kcal/mol, which was similar to the 2.1 kcal/mol
reported for I189A in Paper II. However, the water network in wild type
BS2 was beneficial also for the ester hydrolysis whereas in CalB I189A it
was unfavorable for ester hydrolysis.
It has been shown that water is significant in enzyme catalysis for
example for binding162-164 and specificity.165,166 The study in Paper II
further demonstrates the importance of water in enzyme catalysis and
how it can be used in enzyme engineering for hydrogen bond interactions.
It could provide a viable option for favorable interactions when TS
stabilization is not easily attained through traditional engineering of side
chains. Computational tools can aid in the design and the results from the
MD simulations agree well with the experimental work. For example,
I189A displayed a 7-fold increase in probability of forming a short water
bridge of two water molecules to the backbone carbonyl oxygen from the
NH-group of the substrate (Table 2). Furthermore, I189A displayed an
42 | R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y
order of magnitude relative increase of productive TS structures (O-C-N-
H dihedral angle of the former carbonyl oxygen and scissile NH-group >
130°)133 compared to wild type. Both I189S and I189N displayed high
probability of forming a short water bridge consisting of two water
molecules between the substrate NH-group and the backbone carbonyl at
position 189. However, the functionalities provided by the side chains
added more complexity to the water patterns and large clusters of three-
four water molecules linking the side chain functionalities, carbonyl
oxygen and substrate NH-group were simultaneously observed. Fixing
such a large cluster of water would be associated with an entropic penalty
and the variants were evaluated from their ability to form a short water
bridge from the substrate to the side chain without the formation of the
unfavorable large water bridges.
Table 2. Probability of finding a hydrogen bond between the scissile NH-group and water in CalB variants and the probability for anchoring of that water to the enzyme at position 189 in the TS via a water network. Up to four water molecules in bridge length were considered.
Variant Probability of H-
bond from scissile
NH to a water
molecule [%]a
Probability to form a water
bridge between scissile NH and
backbone 189 (NH---[H2O]n---
O=C(189)) [%]a
n=1 n=2 Total
wild type 8.9 0 0.045 0.045
I189A 9.4 0.002 0.34 0.34
I189G 0.7 0.004 0.0003 0.004
I189N 12.7 0.025 0.24 0.27c
I189S 12.1 0 0.024 0.024c
I189Vb 5.2 0 0.004 0.004
a Based on 100 ns MD simulations in duplicate.
b Based on 50 ns MD simulations in duplicate.
c Probability is for water bridge to side chain functionality at residue 189 estimated from 60
even distributed snapshots.
The work in Paper II supports a notion that water should not be
neglected in MD simulations of enzymes. In the light of the results from
Paper II it is probable that the results from Paper I are not from a
direct bond interaction but stem from an increased probability of forming
R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y | 43
a favorable water network. Likewise, water could explain the results from
Nakagawa et al.167 where random mutagenesis of a lipase from
Pseudomonas aeruginosa afforded a variant with 20-fold increase in
reaction specificity favoring amide over ester hydrolysis compared to the
wild type. The three mutations were positioned more than 6 Å away from
the scissile NH-group of the substrate and thus unlikely to directly
interact with a hydrogen bond.
Amidase activity in MsAcT
In Paper V the promiscuous amidase activity was engineered in MsAcT.
The best variant, I194Q, displayed a 160-fold increase in relative amidase
over esterase specificity compared to the wild type (Table 1).
Interestingly, I194Q displayed virtually unchanged absolute amidase
specificity but a large decrease in esterase specificity almost exclusively
due to increased KM (Table 3). Moreover, the F154A variant displayed 12
times increase in amidase specificity but also a two-fold increase in
esterase activity. From Table 1 it is clear that MsAcT has a very high
amidase specificity compared to the two other enzymes tested but also a
very high esterase activity. Generally, the high ester specificities displayed
by the MsAcT variants towards p-nitrophenyl acetate are due to low KM
values. Some of the MsAcT variants, such as F154A, displayed substrate
specificities towards the tested ester close to the diffusion limit. The high
specificities indicate that the formation of the ES-complex, determined by
the k1 rate constant, likely had an impact on the determined kcat value.
Interestingly, the KM values for MsAcT wt, F154A and I194V towards the
amide seemed to be at least three orders of magnitude greater than the
ester values, since no variant showed any tendency to substrate saturation
at the highest amide concentration of 1 mM. As a consequence, the
apparently high KM values of the amide imply that the ratio in kcat
between amide and ester hydrolysis are in a range of 10-3-10-4, which is
close to the difference of the inherent reactivities.139
44 | R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y
Table 3. Kinetic parameters for p-nitrophenyl acetate hydrolysis by MsAcT wild type and variants.
Variant kcat/KM [s
-1 M
-1] kcat
[s
-1] KM [µM]
wild type 8 700 000 32 3.7
I194V 6 300 000 25 3.9
F154A 17 000 000 57 3.3
F154Y 2 700 000 57 21
F154Y/I194Q 280 000 33 120
I194Q 51 000 85 1 700a
a Up to 3.6 mM ester was used.
Knowing that water can play a crucial part in substrate specificity as in
Paper I and II selected variants were investigated in MD simulations to
obtain a better molecular understanding of the experimental results
(Table 4 and Figure 13).
Table 4. Probability to form a short water bridge between the scissile NH-group of the substrate and MsAcT variant (NHsubstrate---(H2O)n---Xenzyme).
Variant Probability to form a short water bridge between the scissile
NH-group of the substrate and the enzyme [%]a
n=0 n=1 n=2 Total
wild type 0.2 0.2 0 0.4
I194V 0.1 0 0 0.1
F154A 0 33 0.9 34
F154Y 0.3 1.2 4.3 5.8
I194Q 0 74 17 91 a Based on 20 ns MD simulation.
R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y | 45
Figure 13. MD simulation snapshots of MsAcT variants during simulation performed in waterbox. The amide substrate, p-nitrophenyl acetamide, is shown in ball&stick as well as the water residues bridging the NH-group to the enzyme and the mutated amino acids. The hydrogen bond donated by the scissile NH-group of the substrate is highlighted by a black arrow. H195 and D192 of the catalytic triad are shown to the left and A55 and N94 of the oxyanion hole are situated to the right of the substrate. A) In F154A a hydrogen bond accepting water molecule was often found (P>0.3) linked between the side chain of T93 and N94. The smaller side chain at A154 made room for additional waters further into the active site above I194.B) For F154Y the water accepting a hydrogen bond from the NH-group of the amide substrate is linked to the enzyme at the side chains of F154Y and the catalytic D192. The anchoring point to D192 could be a deactivating interaction as the amino acid side chain becomes less electronegative and disrupts the charge stabilization of H195. C) A representative snapshot (P>0.7) from the active site of I194Q. A stabilizing hydrogen bond is formed between the NH-group of the substrate and a water molecule that is held in place by the backbone carbonyl oxygen of I189Q and the introduced side chain.
46 | R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y
From the MD study it became evident that water most likely has an
important role during hydrolysis of amides catalyzed by the investigated
MsAcT variants. The hydrogen bond formation between the scissile NH-
group of the substrate and the enzyme are almost exclusively linked by a
short water bridge consisting of no more than two molecules. The
exceptions to this were MsAcT wild type and the “control” variant, I194V,
where a similar amino acid to the isoleucine present in wild type was
introduced. In these two examples few interactions with the NH-group of
the substrate were observed and water left the active site within 2 ns after
the simulation started. The water molecules left the active site through
what seems like a water-tunnel with entrance behind the active site. The
expelling of water molecules from the substrate/ligand binding site to
make room for the substrate/ligand and use the entropy gained by
releasing water from the enzyme to the bulk solution is a known strategy
applied by enzymes.162-165 However, even without the observation of a
hydrogen bond accepted from the NH-group of the substrate the enzyme
display a relatively high amidase activity compared to other esterases.168
An examination of the O-C-N-H dihedral angle of the substrate during
MD simulations (Figure 14) revealed that the MsAcT variants, compared
to CalB, have a greater population of structures that would correspond to
productive TS (O-C-N-H dihedral angle ≥ 130° as found in amidases).133
R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y | 47
Figure 14. Dihedral angle distributions (O-C-N-H) for the amide substrate from the total population during 20 ns MD simulation of MsAcT wild type and variants. The threshold dihedral angle for a productive nitrogen inversion transition states is ≥130°.
133 Red: wild
type, Purple: F154A, Bright red: I194V, Green: F154Y, Blue: I194Q.
The dihedral angle could be one explanation to the relatively high
amidase specificity of MsAcT. With a relatively low barrier for nitrogen
inversion (calculated hydrogen bond stabilization of 4 kcal/mol in
CalB)133 an increased probability of forming transition state structure
could increase the rate of catalysis, even though the extra energy required
for nitrogen inversion is added to the activation energy for acylation.
However, the MsAcT variants F154A and I194Q are opposites regarding
observed probability of hydrogen bond formation (Table 4), dihedral
angle distribution (Figure 14) and determined amidase specificity (Table
1). A complete representation does not seem to be covered by only these
two parameters considered during MD simulations. Taking into account
the probability of forming a productive TS structure with a stabilizing
hydrogen bond acceptor (Table 5), the experimentally determined
amidase specificity is still not fully explained, although the results follow
a similar trend to the observed relative reaction specificity (amidase over
esterase). The high amidase performance of I194Q in silico but unaltered
specificity in vitro, makes it an interesting candidate for a
0
0.05
0.1
0.15
0.2
0.25
85 95 105 115 125 135 145 155
Pro
bab
ility
Dihedral angle
WT
F154A
I194V
F154Y
I194Q
48 | R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y
thermodynamic investigation to establish what kind of enthalpic and
entropic contributions are present. To put the probability of 51% for a TS
structure for nitrogen inversion stabilized by a hydrogen bond displayed
by MsAcT I194Q in comparison to other enzymes, CalB I189A had a
probability of 0.3% and Solanum cardiophyllum lipid acyl hydrolase
displayed a probability of 2.1%.168 A well-ordered TS as found during MD
simulation of MsAcT I194Q would be more severely hampered by entropy
than CalB I189A in Paper II.
Table 5. Probability for MsAcT wild type and variants of forming a productive TS structure for nitrogen inversion stabilized by hydrogen bond acceptor.
Variant Probabilitya to form a
productive TS structure with hydrogen bond stabilization and O-C-N-H dihedral angle
≥130° [%]
Relative reaction specificity
(kcat/KM)amide/(kcat/KM)ester
wild type 0 1
I194V 0 1.3
F154A 1.8 5.8
F154Y 4.5 14
I194Q 51 160 a The probability is calculated from the total population of simulation snapshots that fulfill the
criteria of a hydrogen bond interaction to the enzyme (either direct or by a water bridge
consisting of no more than two water molecules) and a dihedral angle ≥130°. Based on 20
ns MD simulation.
Conclusion
The outcome of Paper I, II and V provide results that reinforce the
hypothesis that nitrogen inversion is the highest TS for amide hydrolysis
and that amidases reduce the activation energy by hydrogen bond
stabilization. Although with results signifying weak to moderate hydrogen
bonds in stabilization of TS for nitrogen inversion, the results estimate a
lower limit on how much the hydrogen bond can be worth to catalysis.
Moreover, as a strategy for increased amidase specificity in esterases, the
introduction of a hydrogen bond acceptor by either side chain
engineering or water network is a viable option. As demonstrated in three
different esterases the approach is general and straightforward. The
disadvantages with the strategy result from non-optimal distances and
angles and from the negative entropy contribution of freezing side chains
R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y | 49
or water molecules in a precise spatial arrangement. An approach
circumventing the entropic penalty of freezing side chains or water would
be to use a hydrogen bond acceptor from the enzyme backbone as found
in many proteases.147 However, engineering an enzyme backbone to adopt
a required conformation is not an easy task and a good solution could be
to search other enzyme scaffolds for the right design of a direct hydrogen
bond interaction as demonstrated by Kürten et al.168
5.3 Amide synthesis Esterases have successfully been employed in the synthesis (and
hydrolysis) of amides to produce enantiomerically enriched amines that
are industrially relevant.92,156,169-171 Alternatives to enzymatic catalysis for
amide synthesis are for example boron and (transition) metal catalysts.
Generally, these catalysts require higher reaction temperatures compared
to enzymes, which can cause racemization or discoloration, and they are
not as selective as enzymes.171 Most studies of amide synthesis have been
limited to organic solvents to circumvent unfavorable kinetic reaction
control and the thermodynamic equilibrium towards hydrolysis in water.
The use of enzymes in organic solvents provide some advantages over
water such as higher solubility of most organic compounds and easier
product and enzyme recovery.20 However, if solvent is necessary water is
regarded as a “greener” alternative, as it is non-toxic, non-flammable and
highly abundant,19 which is in good agreement to the twelve principles of
green chemistry.172 Moreover, in organic solvents the activity of enzymes
are typically dependent on the water activity (aw) and polar solvents can
strip the enzymes of water rendering them inactive.173 In addition,
organic solvents can disrupt hydrogen bonds and hydrophobic
interactions, which could cause inactivation.173 Enzymes have evolved to
function in vivo, which for many enzymes are more analogous to water
systems than organic solvents. Performing reactions in water will have
higher probability of success compared to when performed in organic
solvents, since usually little considerations are needed on aw and stability.
The high acyltransfer over hydrolysis ratio displayed by MsAcT in water,
especially demonstrated for hydrogen peroxide,97 makes it a prime
candidate as a catalyst in environmentally benign systems for the
synthesis of high value chemicals such as amides.
50 | R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y
Cascade reaction for the formation of amides
In Paper III a biocatalytic cascade174 was developed for the synthesis of
amides from aldehydes by coupling MsAcT to an amine transaminase
from Silicibacter pomeroyi (Sp-ATA)(Table 6). Amine transaminases are
good catalysts for the synthesis of amines and have been used extensively
as reviewed by Guo and Berglund.175 However, there are few examples
where the amine formation has been coupled to an amide formation
step.175,176 Moreover, the amidation has not been performed in one-pot
one-operational-step without any intermediate work-up.
Table 6. Conversions achieved by the developed amine transaminase/acyltransferase cascade
a.
Aldehyde Acyl donor Buffer Conversionb
R1 R
2 Concentration [M] [M] [%]
phenyl acetate 0.13 0.20 25(15)c
phenyl methyl methoxy 0.10 0.20 71
phenyl methyl methoxy 0.10 0.40 84
phenyl methyl methoxy 0.20 0.40 97
benzyl methyl methoxy 0.20 0.40 59
propyl methyl methoxy 0.20 0.40 31
hexyld methyl methoxy 0.20 0.40 55
a General conditions for all entries: CHES, pH 10 with 20 mM aldehyde, 0.5 M L-alanine and
enzymes (3 U/mL Sp-ATA and 1.6 U/mL MsAcT). b Conversion based on formed amide from aldehyde.
c 100 times lower MsAcT concentration.
d Supplemented with 5% DMSO.
The difference in conversions to amide between methyl acetate and
methyl methoxyaceatate (entry 1 and 2 in Table 6) demonstrates the value
of substrate assisted catalysis giving a hydrogen bond acceptor for the
stabilization of nitrogen inversion and what it can do for the selectivity
between transacylation over hydrolysis. MsAcT has 40 times lower
R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y | 51
specificity towards methyl butyrate compared to acetate due to a limited
space in the active site for the acyl donor (Table 7, Figure 15). However,
reducing the MsAcT concentration 100-fold to allow for the amine
concentration to build up in the first enzymatic step catalyzed by the
amine transaminase, did not give a higher conversion. During the
optimization of the cascade the concentration of the acyl donor was
doubled in order to prevent the acyl donor to be hydrolyzed before the
amide had been synthesized. The ratios of the two enzymes were in this
sense important to balance, so that the formation of the amine from
aldehyde and the deacylation of the acyl donor with the amine instead of
water were optimal. A too high concentration of MsAcT would hydrolyze
a larger portion of the acyl donor before a sufficient conversion of the
amine was achieved. On the contrary, a too low concentration of MsAcT
would make the overall reaction proceed at a low rate. The buffer
concentration was also increased to prevent an early pH drop due to
hydrolysis and thus making the amine charged (pKabenzylamine=9.3) and
inactive as nucleophile for the deacylation. The increase in buffer and acyl
donor concentration improved the conversion from 71 to 97%. For the
other aldehydes (entry 4-6, Table 6) lower conversions were achieved, but
an optimization of the enzyme ratios to balance amine formation and
amine over water selectivity would potentially increase the conversion.
Extending the acyl donor specificity in MsAcT
In Paper IV the active site of MsAcT was engineered to extend the acyl
donor substrate scope by opening up a presumed acyl donor channel
analogous to the one found in CalB.57 An extended substrate scope would
provide a general catalyst for synthesis of a broader range of amides. The
best variant, T93A/F154A, could accept acyl donors with up to five
carbons longer alkyl chain-length compared to wild type with at least
400-fold increase in specificity (Table 7, Figure 15). In addition, the
T93A/F154A exhibited broad substrate specificity with similar
specificities for the tested methyl esters.
52 | R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y
Table 7. Substrate specificities towards different methyl esters in hydrolysis catalyzed by MsAcT wild type and variants.
Methyl ester n wild type
L12A T93A F154A L12A/ T93A
L12A/ F154A
T93A/ F154A
kcat/KM [s-1
M-1
]a
acetate 0 3200 64 460 3300 44 300 530
propionate 1 630 27 170 690 40 68 160
butyrate 2 84 16 160 130 39 77 110
hexanoate 4 b 40
b
b 11 80 64
heptanoate 5 b 10
c c 8.4 47 180
nonanoate 7 b
b
c c b
b 81
a The substrate specificities were determined by linear regression of initial rates at low
substrate concentrations. b No activity detected, <0.2 s
-1 M
-1.
c Not determined.
The mutations made in the active site of MsAcT did not significantly alter
the acyl transfer to hydrolysis ratio with F154A being an exception (Figure
16) as tested according to the reaction system by Wittrup Larsen et al.177
The F154 position might be a hotspot in the enzyme regulating the acyl
transfer to hydrolysis ratio. The reduced ratio found in F154A could be
due to increased access of water in the active site making water a better
substrate.
R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y | 53
Figure 15. Simulation snapshots of the active site of MsAcT viewed from the oxyanion hole. The entrance of the active site is to the left and is marked by a black arrow in Figure 15A. The models were made with butyl hexanoate (ball&stick) after 50 ps MD simulations. The acyl donor colored in blue, acyl acceptor in yellow and mutated amino acids in red (native) and purple (alanine mutation). A) The active site of MsAcT wild type. The limitation of the acyl donor pocket is clearly visible and steric hindrance forces the acyl donor chain to bend outwards at C3 and adopt a more high-energetic dihedral angle. B) T93A/F154A, the mutation opens up a big hole in the active site that can easily fit longer acyl donor chains and allow them to continue outward towards the active site entrance.
54 | R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y
Figure 16. Specific activities (U/mg) of MsAcT wild type, variants and CalA for hydrolysis and transacylation. Transacylation over hydrolysis ratios are given on top of each column. Reactions were performed in 5 mM potassium phosphate, pH 7.2 with 5% acetonitrile, 8 mM vinyl acetate and 50 mM 1-butanol.
Acyl transfers in water catalyzed by MsAcT
To demonstrate the applicability of the generated variants, MsAcT
T93A/F154A was used for the synthesis of N-benzylhexanamide in water
(Table 8).
Table 8. Synthesis of N-benzylhexanamide in water: Conversion of methyl hexanoate and benzylamine for MsAcT wild type and T93A/F154A variant.
Varianta Conversion [%]
Benzylamine
Methyl hexanoate
wild type <2 32
T93A/F154A 81 ≥99
Controlb <2 46
a Reactions performed in Davies buffer,
178 pH 10, supplemented with 10% acetonitrile, 10
mM benzylamine and 30 mM methyl hexanoate. Conversion determined after 20 h. b Without enzyme.
R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y | 55
The T93A/F154A variant reached 81% conversion of the amine, while the
wild type did not display any activity above background. The background
reaction showed amide product corresponding to <1% conversion
compared to that of MsAcT T93A/F154A. The extended substrate scope of
the T93A/F154A variant might potentially be used for the synthesis of a
variety of amides in water. Moreover, the T93A/F154A variant could be
combined with a transaminase in a cascade as in Paper III for the
synthesis of amides from aldehydes. The conversion of amine achieved in
Paper III and IV are in the same range although there is a difference in
acyl donor concentration. MsAcT displays selectivity towards the
competing acyl acceptor over water in the deacylation of the acyl-enzyme
and it is evident that the substrates play a crucial role for the
transacylation to hydrolysis ratio. In Paper IV the transacylation to
hydrolysis ratio was determined to 5:1 (4:1 with T93A/F154A) by initial
rate measurements for the deacylation of the acyl-enzyme with butanol
using 50 mM 1-butanol and 8 mM vinyl acetate. In the synthesis of N-
benzylhexanamide from 10 mM benzylamine and 30 mM methyl
hexanoate the amine reached 81% conversion. The 81% in total
conversion of the amine suggests that the initial ratio of benzylamine over
water in the deacylation of the acyl-enzyme, when the concentration of
the amine was the highest, was greater than the 4:1 ratio displayed with
butanol and water. Furthermore, Mathews et al. reported a transacylation
to hydrolysis ratio of 12:1 for a reaction performed in water with 30 mM
hydrogen peroxide and 10 mM tributyrin.97 Interestingly, CalA did in
Paper IV perform similar with the soluble vinyl acetate/butanol assay as
the previously reported transacylation over hydrolysis ratio with 30 mM
butanol and 10 mM acyl donor in emulsion.112 The transacylation to
hydrolysis ratios can clearly be altered depending on the substrates and
further investigation is needed to deduce what factors are important for
the selectivity towards the competing nucleophile over water.
Amide synthesis in water catalyzed by MsAcT
In addition to Paper I, II and V there are many reports on esterases
with engineered amidase specificity tested for hydrolysis of
amides.161,167,179-183 However, there are scarce with examples when the
engineered variants have been employed in the synthetic direction. One
reason for this one-sided distribution of reports could be that the
engineered variants have been successful in the hydrolytic direction but
unsuccessful for the synthesis of amides. The source for this behavior
56 | R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y
might well be water. The synthesis of amides in water requires a catalyst
that is kinetically controlled for the N-acylation, which is not the case for
many esterases. A method to circumvent hydrolysis is to remove the
water and perform the reactions in organic solvents. However, changing
solvent alters the reaction system and water seems to be important for the
effect of the mutations as indicated in the hydrolysis of amides in Paper
I, II and V. For CalB the best engineered variants for amide hydrolysis
displayed minor contribution to amide synthesis when used in organic
solvent (Table 9).
Table 9. Relative reaction specificity for CalB wild type and variants towards hydrolysis and synthesis of amides and esters.
Variant Relative reaction specificity
Hydrolysisa Synthesis
b
wild type 1 1
I189A 210 1.3
L140Q/I189Q 52 1.5
a [(kcat/KM)amide/(kcat/KM)ester]variant/[(kcat/KM)amide/(kcat/KM)ester]wt. Data from Table 1.
b [(kcat/KM)amine/(kcat/KM)alcohol]variant/[(kcat/KM)amine/(kcat/KM)alcohol]wt. Reactions with acyl acceptors
in competition towards the acyl-enzyme. Performed in toluene with 100 mM butyl butyrate and 8 mM 2-phenylethylamine and 2-phenylethanol. Unpublished results.
MsAcT with its transacylation capabilities in water offers the possibility to
perform hydrolysis as well as synthesis in the same water based system.
In Paper V MsAcT wild type and variants were investigated for the
synthesis of amide and ester in water with the amine and alcohol in
competition towards deacylation of the acyl-enzyme (Scheme 6).
R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y | 57
Scheme 6. Reaction scheme for the synthesis of ester and amide and the hydrolysis thereof catalyzed by MsAcT. Independent of the reaction direction the acyl-enzyme and free enzyme will be the same and the selectivities will be determined by the differences between the alcohol and amine or ester and amide and their interactions with the enzyme.
The selectivities displayed by the MsAcT variants in synthesis followed a
similar trend as the results from the hydrolysis (Table 10). Water seems
to be an important component in the engineered variants for amide
hydrolysis and synthesis as the relative reaction specificity for MsAcT
followed the same trend when the reactions were performed in water
(Table 10), contrary to when the CalB variants were used in organic
solvent for the synthesis (Table 9).
58 | R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y
Table 10. Selectivity displayed by MsAcT wild type and variants for the amine over alcohol in the synthesis of amide and ester. Relative reaction specificity for the synthesis and hydrolysis of amide over ester compared to MsAcT wild type.
Variant Selectivity(amine/alcohol) Relative reaction
specificity
(kcat/KM)amine/(kcat/KM)alcohol Synthesis
a Hydrolysisb
wild type 0.2 1 1
F154A 0.5 2.8 5.8
F154Y 2.8 15 14
F154A/I194Q 1.7 9.0 32
F154Y/I194Q 1.7 9.2 82
I194Q 6.0 32 160 a [(kcat/KM)amine/(kcat/KM)alcohol]variant/[(kcat/KM)amine/(kcat/KM)alcohol]wt. Reactions performed in Davies
buffer, pH 11, containing 20 mM benzylacetate and 50 mM 1-butanol and 1-butylamine. b [(kcat/KM)amide/(kcat/KM)ester]variant/[(kcat/KM)amide/(kcat/KM)ester]wt. Data from Table 1.
All variants with improved relative reaction specificity in hydrolysis
compared to wild type displayed increased preference towards amide
formation in synthesis. Interestingly, four of the variants did even show a
change in synthetic preference and catalyzed amide formation faster than
the ester. Thus effectively pointing at the large differences in specificity
ratios between amide/ester and amine/alcohol with selectivities of about
10-6 in hydrolysis and 100 in synthesis and highlighting the challenge of
amide hydrolysis.
The best variant for hydrolysis of amides, I194Q, was also the best variant
for the synthesis. The variant did not display an increase in absolute
amidase specificity but instead decreased ester specificity. In synthesis
MsAcT I194Q displayed a 32-fold change in reaction preference favoring
amide formation compared to wild type. The relative reduced ester
R a t i o n a l e n g i n e e r i n g f o r i n c r e a s e d a m i d a s e s p e c i f i c i t y | 59
specificity made I194Q less likely to use an alcohol for the deacylation of
the acyl-enzyme and thus promoting amine selectivity.
One drawback with the reaction systems in Paper V are that different
substrates were used in the hydrolysis and synthesis direction. Different
substrate pairs can interact with the enzyme differently and thus
contribute to the relative selectivity. As an example the more rigid p-
nitrophenyl ester/amide could have sterical interactions with the enzyme
that the butyl alcohol/amine do not. By choosing matching substrates the
free enzyme and acyl-enzyme will be the same, independent on the
direction of the reaction (hydrolysis contra synthesis). Consequently the
selectivity will be governed by the differences between alcohol and amine
during synthesis since the path leading to the acyl-enzyme is the same.
Likewise, the differences between ester and amide will determine the
selectivity during hydrolysis. In such cases it is anticipated that in a
reaction catalyzed by an enzyme the same contribution is given in the
forward and reverse direction.
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C o n c l u d i n g r e m a r k s | 61
6. Concluding remarks
The reason why amidases proficiently can hydrolyze both amides and
esters whereas esterases cannot, although sharing the same catalytic
machinery, has been debated. A newly found hydrogen bond interaction
present in amidases but not esterases has been hypothesized to be an
important factor for the amidase specificity.133 In this thesis that
hydrogen bond interaction was investigated as a potential mean for better
catalysts.
The hydrogen bond stabilization for nitrogen inversion is important for
amidase specificity as demonstrated in this thesis with three different
esterases. An approach using molecular modeling for the design of an
engineered hydrogen bond interaction is introduced that utilizes either
amino acid side chains or water to achieve the stabilization. The
stabilization achieved is non-optimal due to imperfect distances and
angles but gives an estimate on what a hydrogen bond can be worth
towards changed amidase specificity. For the relative reaction specificity
the small free energy differences between amine and alcohol compared to
amide and ester makes it possible with the stabilization of the amine TS
to change reaction preference favoring amide synthesis.
In the design of the engineered variants water played a crucial role in the
catalysis beyond the role of being a solvent or substrate (in hydrolysis)
and should be taken into consideration for the design of the interaction
sought for. A variant with good performance in water could potentially be
ineffective when water is no longer there to assist in the stabilization.
Engineering an enzyme to lock side chains or water in a fixed spatial
arrangement might be associated with an entropic penalty, which reduces
the overall effect gained by the stabilization. A potentially advantageous
approach circumventing the entropic penalty of freezing side chains or
water would be to use a hydrogen bond acceptor from the enzyme
backbone as found in many proteases, which might be found in other
enzyme scaffolds.
62 | C o n c l u d i n g r e m a r k s
A c k n o w l e d g e m e n t s | 63
7. Acknowledgements
Time flies when you are having fun and during my studies, both Master
and PhD, I had some great times and met a lot of interesting people. ‘I
don't know half of you half as well as I should like; and I like less than
half of you half as well as you deserve’.
Some of you do deserve an extra honorable mention:
Mats, thank you for accepting me as diploma worker for my Master
degree project and then as a PhD student. I have valued the free reigns I
have been given in the lab for my projects and that you always have had
time for discussions when needed.
Thank you Kalle for your genuine interest for scientific discussions and
for always asking the right questions. Many things have become clearer
after talking with you. You are an inspiration to all of us.
Per-Olof, thank you for being a great mentor and even better friend. I
have enjoyed every time I gotten the possibility to work with you and I
feel privileged to have you as a friend. Thank you for all the fun times in
the lab and outside (did someone say Moscow? )!
Thank you Pål and Per, for briefly being my co-supervisors and having
an open door policy (when you are here ).
Thank you all past and present members of the Biocatalysis group. To
Cecilia, Magnus, Mohamad, Anders, Maria and Marianne for
being there when I started and (in)directly sharing your knowledge and
know-how. Karim, for being the last link between the old and the new
and giving me the window seat (you were probably too lazy to clean it ).
I’m looking forward to work with you. My old office mates: Henrik, for
being my partner in (not so many) crimes. Thank you for sharing this
PhD journey with me and all the good times along the way! Mattias, I
64 | A c k n o w l e d g e m e n t s
really admire your upright character. Thank you for discovering (the pubs
of) Manchester with me. The newer office additions: Fabian and Lisa
(that already left) and Shan and Federica for being nice and helpful
every day. Last but not least, thank you Fei (our office neighbor) for
being a kind colleague.
Stefan and Maja, the ones that came after me. How will you manage with
a tidy lab and things not getting turned up-side down? Stefan, it has
been a pleasure getting to know you and you have become a friend in the
lab as well as outside. Thank you for the work in our “recent”
collaborations and the careful reading of all my writing. Maja, you are
really something extra. Thank you for all the positive energy that you
bring to work every day. I leave you with a nod of the head
Mathilda, thank you sharing mutual appreciation for “proper” TV and
for contributing to a much nicer working environment with fredagsgodis
and fredagsöl and so forth.
To past and present tree people of Glycoscience (mostly past since I’m
getting “old”). Thank you Ela, Chris, Nuria, Lauren, Fran, Toni,
Sara, Erik, Felicia, Jens, Johan, Lana, Hu, Stefan, Paul, Andrea,
Gustav, Johanna, Ana Catarina, Oliver, Chunlin and Hugo for all
the fredagsöl any day of the week! Oh, and we also had morning coffee on
some occasions
Cortwa, I’m not forgetting about you and how could I? There is just
something special about some people. All I can say is that you are truly
missed and that I hope to see you soon (in your newly renovated house).
Thank you for all the great times!
The visiting scientists from around the world: Shu, Wang, Na Wang
and Doris. Thank you for everything you have taught me, big and small,
about science and everything else.
Thank you to all other co-workers at the divisions of Industrial
Biotechnology and Glycoscience for contributing to a friendly
atmosphere. Special thanks to Nina, Caroline and Ela N for taking care
of and making work easier for the rest of us!
A c k n o w l e d g e m e n t s | 65
Kaj, you have my gratitude for taking care of my computer related issues
and for all the small chats about everything.
The BioPol group is acknowledged for interesting discussions and
inputs. Special thanks to Mats J for being so enthusiastic about all the
results, big and small, and for being my co-supervisor. I would also like to
thank Mauro for teaching me some of the “strange” techniques in
polymer science.
To my new found friends at EnginZyme, Samuel, Robin and Linda,
“Det är här framtiden börjar”.
Tack till släkt och vänner utanför ”bubblan” för att ni finns! Peter och
ITG-gänget (Anne-Lill, Daniel, Jonas, Mikael och Veronica), nu
kanske det blir fler tillfällen att ses oftare?
Ett jättetack till Mamma, Pappa, Björn och Rolf samt Susanne och
Mikael för allt stöd och omtanke! Nu äntligen kanske det är någorlunda
klart vad jag, i alla fall bitvis, har sysslat de senaste åren?
Slutligen skulle jag vilja tacka min familj: Älskade Ann-Sofie och Stella.
Även fast arbetet med denna avhandling har tagit tid, mycket tid, är ni de
viktigaste personerna i mitt liv. Tack för att ni finns där och skänker mig
så otroligt mycket glädje! Nu ser jag fram emot nya äventyr tillsammans!
66 | A c k n o w l e d g e m e n t s
B i b l i o g r a p h y | 67
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