Accepted Manuscript Creation of thermostable L-tryptophan dehydrogenase by protein engineering and its application for L-tryptophan quantification Daisuke Matsui, Yasuhisa Asano PII:
S0003-2697(18)30995-3
DOI:
https://doi.org/10.1016/j.ab.2019.05.010
Reference:
YABIO 13321
To appear in:
Analytical Biochemistry
Received Date: 28 January 2019 Revised Date:
11 May 2019
Accepted Date: 13 May 2019
Please cite this article as: D. Matsui, Y. Asano, Creation of thermostable L-tryptophan dehydrogenase by protein engineering and its application for L-tryptophan quantification, Analytical Biochemistry (2019), doi: https://doi.org/10.1016/j.ab.2019.05.010. This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.
AC C
EP
TE D
M AN U
SC
RI PT
ACCEPTED MANUSCRIPT
ACCEPTED MANUSCRIPT
1
Running title: Protein engineering for L-tryptophan quantification
2 3
Subject Category: Enzymatic Assays and Analyses
RI PT
4 5
Creation of thermostable L-tryptophan dehydrogenase by protein engineering and its
6
application for L-tryptophan quantification
Daisuke Matsui1, 2 and Yasuhisa Asano1, 2†
M AN U
8
SC
7
9 10
1
11
University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan.
12
2
13
939-0398, Japan
Asano Active Enzyme Molecule Project, ERATO, JST, 5180 Kurokawa, Imizu, Toyama
TE D
14
Biotechnology Research Center and Department of Biotechnology, Toyama Prefectural
15
†
16
E-mail:
[email protected]
AC C
EP
To whom correspondence should be addressed. Tel: +81-766-56-7500; Fax: +81-766-56-2498;
1
17
List of abbreviations
18
HPLC
High performance liquid chromatography
19
IPA
Indole-3-pyruvic acid
20
LB
Luria-Bertani
21
LeuDH
L-Leucine
22
NAD+
Nicotinamide adenine dinucleotide
23
NADH
Nicotinamide adenine dinucleotide – hydrogen
24
NMR
Nuclear Magnetic Resonance
25
NpR1275
L-Tryptophan
26
PCR
Polymerase chain reaction
27
PheDH
L-Phenylalanine dehydrogenase
28
StaO and VioA
L-Tryptophan
29
taPp
Threonine aldolase gene
30
TMO
L-Tryptophan
31
tnaA
Tryptophanase gene
32
Tris
Tris(hydroxymethyl)aminomethane
33
trpABCDE
34
trpB
Tryptophan synthase beta chain gene
35
TrpDH
L-Tryptophan
SC
M AN U
dehydrogenase gene
TE D
oxidase
EP
2-monooxygenase
Component operon of tryptophan biosynthetic pathway
AC C
36
dehydrogenase
RI PT
ACCEPTED MANUSCRIPT
dehydrogenase
2
ACCEPTED MANUSCRIPT
37 38
Abstract L-Tryptophan
dehydrogenase is a new NAD+-dependent amino acid dehydrogenase
discovered in Nostoc punctiforme. The enzyme is involved in scytonemin biosynthesis and is
40
highly selective toward L-tryptophan. By a growth-dependent molecular evolution technique, a
41
thermostable mutant enzyme was selected successfully. L-Tryptophan concentration in human
42
plasma was successfully determined using the thermostable mutant of L-tryptophan
43
dehydrogenase.
AC C
EP
TE D
M AN U
SC
RI PT
39
3
ACCEPTED MANUSCRIPT
44 45
1. Introduction L-Tryptophan is
an essential amino acid originally isolated from enzymatic hydrolysis of
casein and the structure was identified by Hopkins and Cole in 1902 [1]. L-Tryptophan is also
47
known as an important amino acid in two biosynthetic pathways; first is the biosynthesis of
48
nicotinamide adenine dinucleotide via formylkynurenine and kynurenine, and the second is the
49
biosynthesis of melatonin via 5-hydroxytryptophan and serotonin. Recently, a significant
50
correlation between plasma tryptophan concentration and depressive illness was reported [2]. It
51
has been shown that L-tryptophan is linked to fibromyalgia [3], and L-tryptophan has recently
52
been identified as a useful biomarker for diagnosing inflammatory bowel disease [4]. Because
53
of these clinical implications, a simple assay method for quantification of L-tryptophan is
54
expected to greatly benefit the medical community.
SC
L-Tryptophan
M AN U
55
RI PT
46
dehydrogenase (TrpDH, EC1.4.1.19) is useful for the determination of
56
L-tryptophan
57
throughput clinical use. Therefore, the Asano group attempted to improve the thermal stability
58
of TrpDH by utilizing new methods to develop a simple and rapid enzymatic method to
59
determine L-tryptophan concentration [5]. Directed evolution is a powerful tool used to identify
60
variants with desired properties such as high stability, but the process is problematic in that it
61
requires screening large libraries. In order to improve the hit-rate of beneficial variants, the
62
authors utilized directed evolution to obtain a mutant enzyme by the combination of random
63
mutagenesis of the gene using error-prone PCR and the transformation into an L-tryptophan
64
auxotroph, “growth-dependent molecular selection”.
65
AC C
EP
TE D
concentration but the enzyme is not stabile and therefore not suitable for high
In this review, we summarize how to reveal the characteristics of a new NAD+-dependent
66
TrpDH of the scytonemin biosynthesis pathway in cyanobacteria Nostoc punctiforme ATCC
67
29133, and how to utilize the protein engineering techniques to improve the properties of the 4
ACCEPTED MANUSCRIPT
68
TrpDH. Characteristics of TrpDH variant and determination of L-tryptophan in human plasma
69
using the variant are also described.
71
2. Materials and method
72
74
2.1. Investigation of TrpDH from N. punctiform ATCC 29133
NpR1275 were amplified from N. punctiforme ATCC 29133 genomic DNA, and the
SC
73
RI PT
70
tryptophan dehydrogenase activity of the recombinant enzyme was confirmed using a
76
spectrophotometic assay measuring the formation of NADH [6]. To investigate substrate
77
specificity, 1.0 mM each of twenty proteolytic amino acids and D-tryptophan were used as
78
substrates [5].
M AN U
75
79
2.2. Enzyme selections by the growth-dependent molecular evolution technique
81
2.2.1. Selection of broad specificity amino acid racemase for modification of substrate
82
specificity [7]
TE D
80
Random mutagenesis on a gene of broad specificity, namely amino acid racemase from
84
Pseudomonas putida IFO 12996, was carried out by error-prone PCR method, and Escherichia
85
coli JM101: ∆tnaA, ∆trpABCDE harboring the mutated gene were grown in M9 medium
86
containing 5 mg/L D-tryptophan and 50 mg/L casamino acids at 37°C for 16 h. The activities of
87
colony-forming mutants were compared by means of a colorimetric assay mixture which
88
consists 10 mM Tris-HCl (pH 8.5), 1 U/mL D-amino acid oxidase, 100 U/mL peroxidase, 5 mM
89
phenol and 1 mM 4-amino antipirine.
90
2.2.2. Selection of L-threonine aldolase for increase of activity [8]
91
AC C
EP
83
Cells containing a threonine aldolase gene library were grown in LB medium containing 150 5
ACCEPTED MANUSCRIPT
92
µg/mL ampicillin, and serial dilutions were plated in parallel onto minimal M9G plates lacking
93
glycine but containing 10 ng/mL or 50 ng/mL tetracycline and 0.2 mM L-threonine or 0.2 mM
94
L-allothreonine. The conversion
95
monitored by UV spectroscopy (∆ε279 nm=1400 M-1cm-1).
96
2.2.3. Identification of L-threonine aldolase [9]
RI PT
97
of L-β-threo-phenylserine to benzaldehyde and glycine was
P. putida KT2440 ∆taPp-carrying plasmids with threonine aldolase genes were cultivated overnight at 30 °C in 5 mL LB medium containing 50 µg/mL kanamycin, and a final cell
99
concentration corresponding to an optical density of 0.05 at 600 nm was used to inoculate 5-15
SC
98
mL of minimal medium M9 with different concentrations of DL-threo-β-phenylserine as sole
101
carbon source containing the corresponding antibiotic. The threonine aldolase activity towards
102
threonine was measured spectrophotometrically using UV absorbance at 340 nm by coupling
103
the reduction of the formed acetaldehyde with yeast alcohol dehydrogenase at 25°C.
104
2.2.4. Selection of L-tryptophan dehydrogenase for increase of stability and activity [5]
TE D
105
M AN U
100
E. coli ∆trpB was transformed with the pUC19 carrying random mutated TrpDH gene, and E. coli ∆trpB harboring the mutated gene were grown in 5.0 mL of a modified M9 medium
107
containing 5.0 mg/L indole-3-pyruvic acid, 100 µg/mL ampicillin, and 0.5 mM
108
isopropyl-β-D-thiogalactopyranoside at 30oC for 16 h. TrpDH activity of the crude extract was
109
determined by monitoring the reductionof β-NAD+ at 340 nm at 30◦C.
AC C
110
EP
106
111
2.3 Instrumental and enzymatic assays for L-tryptophan quantification
112
2.3.1. High-performance liquid chromatography (HPLC) [10]
113
HPLC analysis was performed using a Waters 600E pump, gradient controller (Waters
114
Chromatography Corp., Milford, MA, USA), and 100 mm x 4.7 mm I.D., packed with
115
Partisphere 5 µm C18 (Whatman, Clifton, NJ, USA). Separations were achieved at ambient 6
ACCEPTED MANUSCRIPT
temperature by isocratic elution at a flow-rate of 1.0 mL/min, and the quantification were
117
carried out with a Waters 470 scanning fluorescence detector connected on line with a Waters
118
994 programmable photodiode array detector.
119
2.3.2. Electrospray ionization tandem mass spectrometry [11]
RI PT
116
Electrospray ionization tandem mass spectrometry analysis was carried out using an LC
121
system (LC Packings Ultimate capillary HPLC system, Amsterdam, The Netherlands), a 150 x
122
0.5 mm column packed with 3 µm C18 particles (ODS AQ, YMC), and a PE-Sciex API 365
123
triple quadrupole mass spectrometer (PE-Sciex, Concord, Canada) equipped with pneumatically
124
assisted electrospray ionization interface (Ionspray).
125
2.3.3. Flow-injection amperometric biosensor based on immobilized L-tryptophan
126
2-monooxygenase [12]
M AN U
SC
120
Tryptophan-2-monooxygenase from P. savastanoi was produced in E. coli using a pUC19
128
expression system, and tryptophan determination was carried out in continuously aerated 100
129
mM Tris buffer, pH7.8, at a flow rate 3.5 mL/min, at 25°C using the amperometric batch unit
130
with a Clark electrode and flow-injection amperometric system 'MultiFerm' (YerPhI, Armenia).
131
2.3.4. Colorimetric assay, coupling L-tryptophan oxidases and peroxidase [13]
EP
TE D
127
Reaction mixtures contained 20 mM Tris-HCl (pH 9.0), 0-100 µM L-tryptophan, 1 mM
133
4-aminoantipyrine,1 mM phenol, 15 U/mL horseradish peroxidase (Wako), and 10 mU/mL
134
tryptophan oxidase solution in a final volume of 200 µL. Absorbance was measured at 505 nm
135
by the microplate reader at the end of the reaction, using an extinction coefficient of 6.4 mM-1
136
cm-1 for the quinoneimine dye product.
137
2.3.5. Monitoring of absorbance change at 340 nm by L-tryptophan dehydrogenase [5, 14]
138 139
AC C
132
The reaction was performed in a total volume of 200 µL containing100 mM glycine-KCl-KOH buffer (pH 11.5), 2.5 mM β-NAD+, and an appropriate amount of the sample. 7
ACCEPTED MANUSCRIPT
140
The reaction was started by the addition of enzyme, and was followed by the absorbance at 340
141
nm using a microplate spectrophotometer at 30◦C for 10-30 min. The absorbance changes for
142
L-tryptophan
143
enzyme from the absorbance values with enzyme in each L-tryptophan concentration. In the
144
assay of L-tryptophan in human plasma, human plasma was purchased from a commercial
145
source (Cosmo Bio; Tokyo, Japan).
RI PT
concentration were determined by subtracting the absorbance values without
3. Results
M AN U
147
SC
146
148 149
3.1. Screening of TrpDH in a new biosynthesis pathway and selection of a thermostable
150
variant
151
3.1.1. New screening of TrpDH from the scytonemin biosynthesis pathway Various plants such as pea, spinach, and tobacco contain active L-tryptophan
TE D
152
dehydrogenases (EC 1.4.1.19), which is the primary enzyme of the indolylpyruvate pathway in
154
plants [15]. Because these enzymes have not been purified and the genes not cloned,
155
characteristics such as substrate specificities have not been investigated.
EP
153
The indole-alkaloid scytonemin is the most common and widespread sunscreen among
157
cyanobacteria; its biosynthetic route is shown in Scheme 1. In addition, it was revealed that an
158
18-gene cluster (NpR1276 to NpR1259) [16] is responsible for scytonemin biosynthesis in the
159
cyanobacterium N. punctiforme ATCC 29133 [17]. The scytonemin biosynthetic genes are
160
highly conserved in other cyanobacteria [16]. Balskus and Walsh assigned the accepted
161
functions to each gene in the scytonemin gene cluster [18], and revealed that NpR1275
162
resembled L-leucine dehydrogenase (LeuDH, EC 1.4.1.9, PDB code 1LEH) from B. sphaericus
163
(sequence identity 46% with LeuDH). The overexpressed protein was shown to catalyze the
AC C
156
8
ACCEPTED MANUSCRIPT
164
oxidative deamination of L-tryptophan (referred to here as L-tryptophan dehydrogenase
165
(TrpDH)), as revealed by a spectrophotometric assay measuring the formation of NADH [6, 18]. In order to determine the substrate specificity of the protein encoded by NpR1275 in N.
167
punctiforme ATCC 29133, an expression plasmid containing the gene and expressed in E. coli
168
was constructed. The activity of the recombinant enzyme against 20 different of L-amino acids
169
and their derivatives was measured. The purified enzyme catalyzes oxidative deamination (1.03
170
U/mg) only of L-tryptophan [14]. A homology model of TrpDH with the substrate L-tryptophan
171
using the structural information of LeuDH as a template was also constructed. The structure
172
folded into two domains (domain I and domain II) separated by a deep cleft, which is thought to
173
be the substrate binding site. The Ohshima group also cloned the homologous gene from N.
174
punctiforme NIES-2108 and revealed the characteristics of its TrpDH [19]. NMR analysis of the
175
hydrogen transfer from the C4 position of the nicotinamide moiety of NADH showed that
176
TrpDH has a pro-S (B-type) stereospecificity similar to that of the
177
glutamate/leucine/phenylalanine/valine dehydrogenase family. Furthermore, the characteristics
178
and thermal stability of TrpDH for application in an L-tryptophan assay was examined. TrpDH
179
from N. punctiforme ATCC 29133 exhibits specific dehydrogenase activity for L-tryptophan and
180
shows a low Km value (0.201 mM). Once again, the enzyme is not stabile and therefore not
181
suitable for high throughput clinical use. [14]. Most of the reports on enzyme stabilization focus
182
on the effect of additives such as glycerol, sorbitol, and trehalose [20]. TrpDH also shows
183
activity following the addition of 20% glycerol, but other additives increase the absorbance
184
spontaneously in the L-tryptophan assay. Therefore, the Asano group attempted to stabilize the
185
enzyme by directed evolution [5].
186
3.1.2. Selection of thermostable TrpDH by the growth-dependent molecular evolution
187
technique
AC C
EP
TE D
M AN U
SC
RI PT
166
9
ACCEPTED MANUSCRIPT
188
Directed enzyme evolution has been used in the past two decades as a powerful tool for generating enzymes with desired properties. Enzyme variants have evolved under extreme
190
conditions, such as in high temperatures, acidic and alkaline environments, and organic solvents,
191
[21, 22] resulting in their improved catalytic activity and specificity for new substrates [23, 24].
192
The typical library size needed for directed enzyme evolution is many orders of magnitude
193
larger than the number of protein variants that can be screened in a reasonable period. The
194
bottleneck for most directed enzyme evolution endeavors is the availability of a genuinely
195
high-throughput screen or the ability to select for target activity.
SC
M AN U
196
RI PT
189
Numerous investigators developed the selection strategy, and the “growth-dependent molecular selection” as described below (Table 1). These strategies have become breakthrough
198
techniques. The Kino group used an L-tryptophan auxotroph to modify an amino acid, leading to
199
a racemase enzyme with high tryptophan racemization activity [7]. On minimal medium
200
containing D-tryptophan, only the L-tryptophan auxotroph E. coli, harboring the mutant bar
201
protein with increased tryptophan racemase activity, was able to convert sufficient D-tryptophan
202
to L-tryptophan required for growth. The Hilvert group developed a new genetic selection
203
system for threonine aldolases, where retro-aldolase activity was directly linked to cellular
204
growth by simultaneous inactivation of four essential genes involved in E. coli glycine
205
biosynthesis [8]. This glycine auxotrophic strain could only grow in minimal medium
206
supplemented with glycine or by coupling with a glycine-liberating enzyme. Recently, the
207
Gröger group developed a highly efficient selection system for L-threonine aldolase using P.
208
putida KT2440 [9]. L-Threonine aldolase genes of E. coli and Saccharomyces cerevisiae and the
209
D-threonine aldolase
210
strain P. putida KT2440 ∆taPp, followed by cultivation on minimal medium supplemented with
211
DL-threo-β-phenylserine. The
AC C
EP
TE D
197
gene of Achromobacter xylosoxidans were introduced into the selection
results demonstrate that only the selection strains with 10
ACCEPTED MANUSCRIPT
212
plasmid-encoded L-threonine aldolases were able to grow on this racemic amino acid specific
213
medium. The Asano group applied the “growth-dependent molecular selection” to TrpDH mutant
215
screening [5, 25]. The mutant library was constructed using the error-prone PCR method and E.
216
coli was transformed with a disrupted L-tryptophan synthase gene (E. coli ∆trpB). In the
217
screening of TrpDH mutants, the complementation of L-tryptophan auxotroph was employed as
218
an indicator of increased TrpDH activity and stability. The L-tryptophan auxotroph E. coli ∆trpB,
219
harboring a mutated gene encoding a TrpDH variant with higher TrpDH activity, was able to
220
convert a large amount of indole-3-pyruvic acid (IPA) to L-tryptophan (Fig. 1A). TrpDH activity
221
of colonies cultured on M9 modified agar plates was measured. In these variants with higher
222
TrpDH activity, four amino acid substitutions (L59F, D168G, A234D, and I296N) were
223
identified. In order to compare the complementation of the L-tryptophan auxotroph, E. coli
224
∆trpB was transformed with plasmids containing either wild type or a variant gene insertion.
225
Growth time of transformants harboring wild type and mutant genes were 0.16 h-1 and 0.27 h-1,
226
respectively (Fig. 1B), which indicated that the improved properties of the mutant enzyme are
227
involved in the complementation of the L-tryptophan auxotroph.
SC
M AN U
TE D
EP
AC C
228
RI PT
214
229
3.2. Characteristics of TrpDH and L-tryptophan quantification using various assay
230
3.2.1. Characteristics of TrpDH variants [5]
231
In the variants with higher TrpDH activities than wild type, the following amino acid
232
substitutions were identified: L59F/D168G/A234D/I296N (TrpDH-4mut). Single point
233
mutations at each amino acid residue were introduced into the wild type enzyme, and properties
234
of the mutant enzymes were compared with those of the wild type enzymes. When the activities
235
were measured after 72 hours and the residual activities were calculated, the Asp168 and Ile296 11
ACCEPTED MANUSCRIPT
substitutions increased the stability of the mutant (closed triangles and closed squares in Fig. 2),
237
while the enzymatic activity of TrpDH L59F and A234D increased approximately 1.77 and
238
6.32-fold (an open triangle and an open square at 0 hour in Fig. 2), respectively, compared to that
239
of the wild type TrpDH. It was revealed that the specific activity and stability of TrpDH-4mut
240
(closed circles in Fig. 2) were higher than those of the wild type enzyme (open circles in Fig. 2).
241
3.2.2. L-Tryptophan quantification using TrpDH-4mut [5]
TrpDH-4mut was used for the determination of L-tryptophan (Fig. 3A), yielding absorbance
SC
242
RI PT
236
values that increased linearly with an increase in L-tryptophan concentration, producing a
244
standard curve that was linear (open circles in Fig. 3B). Furthermore, the 0 - 30 µmol of
245
L-tryptophan
246
absorbance change at 340 nm was measured at 30°C for 30 min. The resulting plot was also
247
linear (closed circles in Fig. 3B). The same concentration of L-tryptophan was also assayed by
248
ultra-performance liquid chromatography. L-Tryptophan determination using TrpDH was
249
achieved by stabilizing the enzyme using protein engineering as described in this paper.
252
TE D
3.3. Instrumental and the other enzymatic assays for determining L- tryptophan
EP
251
in human plasma, was incubated with 1.0 unit of TrpDH at pH 11.5, and the
To date, various instrumental methods using high performance liquid chromatography
AC C
250
M AN U
243
253
(HPLC) [10] or electrospray ionization tandem mass spectrometry [11] have been developed to
254
determine L-tryptophan levels in plasma (Table 2). The sensitively of these detection systems is
255
high, but these methods require specialized systems and long run times. An amperometric
256
biosensor with L-tryptophan 2-monooxygenase (TMO, EC 1.13.12.3) [12] and colorimetric
257
assays using L-tryptophan oxidases (EC1.4.3.-) and peroxidase have been reported as enzymatic
258
methods to determine L-tryptophan [13, 26].
259 12
ACCEPTED MANUSCRIPT
260 261
4. Discussion Microbial NAD+-dependent TrpDH, which catalyzes the oxidative deamination and reductive amination between L-tryptophan and IPA, was found in the scytonemin biosynthetic
263
pathway of N. punctiforme ATCC29133 [6, 18]. This TrpDH exhibits high specificity toward
264
L-tryptophan,
265
the present study suggest that metabolism-oriented screening is a promising strategy for
266
obtaining enzymes with thermostability, which are often difficult to obtain by random screening.
267
The “growth-dependent selection system” was adapted for the screening of thermostable
RI PT
262
SC
but its instability is a drawback for L-tryptophan determination [14]. The results in
variants. In order to efficiently obtain higher-stability TrpDH variants from N. punctiforme
269
ATCC 29133 that would be useful in the determination of L-tryptophan, the Asano group
270
utilized the following approach: directed evolution, involving random mutagenesis of the
271
NpR1275 gene using error-prone PCR and its transformation into an L-tryptophan auxotroph, E.
272
coli ∆trpB. In this screening method, the transformants harboring the mutated NpR1275 genes
273
were cultivated in a medium containing the L-tryptophan precursor IPA as the main carbon
274
source [5]. This is because TrpDH is a key enzyme used by the E. coli transformants to
275
assimilate IPA. Using this selection method, one variant with high catalytic activity and stability
276
was obtained, and was used for the development of the L-tryptophan assay. This method is one
277
of only a few enzymatic L-tryptophan assays available.
TE D
EP
AC C
278
M AN U
268
At the present time, developments in metabolomic approaches have enabled investigators to
279
measure various metabolites in humans, by inexpensive methods with high throughput [27]. A
280
great deal of knowledge on human amino acid metabolism has also been collected over the last
281
three decades through the monitoring of plasma amino acid levels. Fisher’s ratio, the ratio
282
between branched chain amino acids (L-leucine, L-valine, and L-isoleucine) and aromatic amino
283
acids (L-phenylalanine and L-tyrosine), has historically been used as a marker of liver disorders 13
ACCEPTED MANUSCRIPT
[28, 29]. More recently, aminograms have been integrated to create a novel “Amino Index” that
285
aids in the assessment of non-hepatic conditions [30, 31]. As an example, in lung cancer patients,
286
two tissue-free amino acids (L-glutamate and glycine) were found to be increased in
287
concentration, while the concentrations of two other amino acids (L-lysine and L-ornithine) were
288
found to be significantly reduced [32]. For most neonatal mass-screenings, which test for
289
genetic errors of amino acid metabolism, enzymatic methods are desirable. The Asano group
290
developed a spectrophotometric recycling assay for the quantification of L-phenylalanine using
291
PheDH [33] and a separate enzyme chip assay for the microquantification of L-phenylalanine
292
[34] have been reported. Furthermore, directed mutagenesis of the enzyme, converting it into an
293
NAD+-dependent L-methionine dehydrogenase, has been reported as a test for homocystinuria; a
294
symptom of cystathionine β-synthase deficiency [35]. Investigators have identified various
295
L-amino
296
Fluorimetric assays utilizing Bacillus-derived NAD+-dependent LeuDH [36], or L-alanine
297
dehydrogenase (EC 1.4.1.1) [37], were used to determine blood plasma levels of branched chain
298
amino acids or L-alanine, respectively. An L-proline sensor was developed by linking an
299
immobilized, polymerized mediator and thermostable dye to L-proline dehydrogenase (EC
300
1.5.99.B2) [38]. The specific enzymatic determination of L-threonine was devised by using a
301
newly discovered L-threonine 3-dehydrogenase (EC 1.1.1.103) from Cupriavidus necator
302
NBRC 102504 [39]. Enzymatic assays using dehydrogenases have also been developed for
303
D-amino
304
molecular selection” using the L-amino acid auxotroph by some researchers, and these enzymes
305
will be applied to determine L-amino acids for new diagnosis.
M AN U
SC
RI PT
284
AC C
EP
TE D
acid dehydrogenases, which are used for determining the corresponding L-amino acids.
acids [40, 41]. The enzyme properties will be modified by “growth-dependent
306 307
Acknowledgements 14
ACCEPTED MANUSCRIPT
This work was supported by JST ERATO Asano Active Enzyme Molecule Project
309
(Grant Number JPMJER1102), Japan. This work was also supported by a Grant-in-Aid for
310
Scientific Research (S) from the Japan Society for Promotion of Sciences (Grant Number
311
17H06169) awarded to Y. Asano.
AC C
EP
TE D
M AN U
SC
RI PT
308
15
ACCEPTED MANUSCRIPT
References
313
[1] F.G. Hopkins, S.W. Cole, A contribution to the chemistry of proteids: Part I. A preliminary
314
study of a hitherto undescribed product of tryptic digestion, J. Physiol., 27 (1901) 418-428.
315
[2] A. Coppen, E.G. Eccleston, M. Peet, Total and free tryptophan concentration in the plasma
316
of depressive patients, Lancet (London, England), 2 (1973) 60-63.
317
[3] H. Moldofsky, J.J. Warsh, Plasma tryptophan and musculoskeletal pain in non-articular
318
rheumatism ("fibrositis syndrome"), Pain, 5 (1978) 65-71.
319
[4] T. Hisamatsu, S. Okamoto, M. Hashimoto, T. Muramatsu, A. Andou, M. Uo, M.T. Kitazume,
320
K. Matsuoka, T. Yajima, N. Inoue, T. Kanai, H. Ogata, Y. Iwao, M. Yamakado, R. Sakai, N. Ono,
321
T. Ando, M. Suzuki, T. Hibi, Novel, objective, multivariate biomarkers composed of plasma
322
amino acid profiles for the diagnosis and assessment of inflammatory bowel disease, PloS one,
323
7 (2012) e31131.
324
[5] D. Matsui, S. Okazaki, M. Matsuda, Y. Asano, Enhancement of stability of L-tryptophan
325
dehydrogenase from Nostoc punctiforme ATCC29133 and its application to L-tryptophan assay,
326
J. Biotechnol., 196-197 (2015) 27-32.
327
[6] E.P. Balskus, C.T. Walsh, Investigating the initial steps in the biosynthesis of cyanobacterial
328
sunscreen scytonemin, J. Am. Chem. Soc., 130 (2008) 15260-15261.
329
[7] K. Kino, M. Sato, M. Yoneyama, K. Kirimura, Synthesis of DL-tryptophan by modified
330
broad specificity amino acid racemase from Pseudomonas putida IFO 12996, Appl. Microbiol.
331
Biotechnol., 73 (2007) 1299-1305.
332
[8] L. Giger, M.D. Toscano, M. Bouzon, P. Marlière, D. Hilvert, A novel genetic selection
333
system for PLP-dependent threonine aldolases, Tetrahedron, 68 (2012) 7549-7557.
334
[9] D. Bulut, H. Groger, W. Hummel, Development of a growth-dependent selection system for
335
identification of L-threonine aldolases, Appl. Microbiol. Biotechnol., 99 (2015) 5875-5883.
AC C
EP
TE D
M AN U
SC
RI PT
312
16
ACCEPTED MANUSCRIPT
[10] C. Herve, P. Beyne, H. Jamault, E. Delacoux, Determination of tryptophan and its
337
kynurenine pathway metabolites in human serum by high-performance liquid chromatography
338
with simultaneous ultraviolet and fluorimetric detection, J. Chromatogr. B Biomed. Appl., 675
339
(1996) 157-161.
340
[11] A. Amirkhani, E. Heldin, K.E. Markides, J. Bergquist, Quantitation of tryptophan,
341
kynurenine and kynurenic acid in human plasma by capillary liquid
342
chromatography-electrospray ionization tandem mass spectrometry, J. Chromatogr. B Anal.
343
Technol. Biomed. Life Sci., 780 (2002) 381-387.
344
[12] A.L. Simonian, E.I. Rainina, P.F. Fitzpatrick, J.R. Wild, A tryptophan-2-monooxygenase
345
based amperometric biosensor for L-tryptophan determination: use of a competitive inhibitor as
346
a tool for selectivity increase, Biosens. Bioelectron., 12 (1997) 363-371.
347
[13] M. Kameya, H. Onaka, Y. Asano, Selective tryptophan determination using tryptophan
348
oxidases involved in bis-indole antibiotic biosynthesis, Anal. Biochem., 438 (2013) 124-132.
349
[14] Y. Asano, M. Matsuda, Japan Patent Kokai, 2012-183018 (2012).
350
[15] M.K.E. Bahr, M. Kutáček, Z. Opatrný, L-Tryptophan aminotransferase and L-tryptophan
351
dehydrogenase, enzymes of IAA synthesis, in normal and tumorous tobacco tissue cultures,
352
Biochem. Physiol. Pflanz., 182 (1987) 213-222.
353
[16] T. Soule, K. Palmer, Q. Gao, R.M. Potrafka, V. Stout, F. Garcia-Pichel, A comparative
354
genomics approach to understanding the biosynthesis of the sunscreen scytonemin in
355
cyanobacteria, BMC genomics, 10 (2009) 336.
356
[17] T. Soule, V. Stout, W.D. Swingley, J.C. Meeks, F. Garcia-Pichel, Molecular genetics and
357
genomic analysis of scytonemin biosynthesis in Nostoc punctiforme ATCC 29133, J. Bacteriol.,
358
189 (2007) 4465-4472.
359
[18] E.P. Balskus, C.T. Walsh, An enzymatic cyclopentyl[b]indole formation involved in
AC C
EP
TE D
M AN U
SC
RI PT
336
17
ACCEPTED MANUSCRIPT
scytonemin biosynthesis, J. Am. Chem. Soc., 131 (2009) 14648-14649.
361
[19] R. Ogura, T. Wakamatsu, Y. Mutaguchi, K. Doi, T. Ohshima, Biochemical characterization
362
of an L-tryptophan dehydrogenase from the photoautotrophic cyanobacterium Nostoc
363
punctiforme, Enzyme Microb. Technol., 60 (2014) 40-46.
364
[20] P.V. Iyer, L. Ananthanarayan, Enzyme stability and stabilization-aqueous and non-aqueous
365
environment, Process biochem., 43 (2008) 1019-1032.
366
[21] F.H. Arnold, P.L. Wintrode, K. Miyazaki, A. Gershenson, How enzymes adapt: lessons
367
from directed evolution, Trends Biochem. Sci., 26 (2001) 100-106.
368
[22] H. Tao, V.W. Cornish, Milestones in directed enzyme evolution, Curr. Opin. Chem. Biol., 6
369
(2002) 858-864.
370
[23] H. Lin, V.W. Cornish, Screening and selection methods for large-scale analysis of protein
371
function, Angew. Chem. Int. Ed. Engl., 41 (2002) 4402-4425.
372
[24] P.A. Dalby, Optimising enzyme function by directed evolution, Curr. Opin. Struct. Biol., 13
373
(2003) 500-505.
374
[25] Y. Asano, Screening and development of enzymes for determination and transformation of
375
amino acids, Biosci. Biotech. Biochem., (2019) Published online: 08 Jan 2019.
376
doi.org/2010.1080/09168451.09162018.01559027.
377
[26] Y. Asano, K. Yasukawa, Identification and development of amino acid oxidases, Curr. Opin.
378
Chem. Biol., 49 (2018) 76-83.
379
[27] H. Yoshida, T. Mizukoshi, K. Hirayama, H. Miyano, Comprehensive analytical method for
380
the determination of hydrophilic metabolites by high-performance liquid chromatography and
381
mass spectrometry, J. Agric. Food Chem., 55 (2007) 551-560.
382
[28] J.E. Fischer, J.M. Funovics, A. Aguirre, J.H. James, J.M. Keane, R.I. Wesdorp, N.
383
Yoshimura, T. Westman, The role of plasma amino acids in hepatic encephalopathy, Surgery, 78
AC C
EP
TE D
M AN U
SC
RI PT
360
18
ACCEPTED MANUSCRIPT
(1975) 276-290.
385
[29] J.E. Fischer, H.M. Rosen, A.M. Ebeid, J.H. James, J.M. Keane, P.B. Soeters, The effect of
386
normalization of plasma amino acids on hepatic encephalopathy in man, Surgery, 80 (1976)
387
77-91.
388
[30] T. Kimura, Y. Noguchi, N. Shikata, M. Takahashi, Plasma amino acid analysis for diagnosis
389
and amino acid-based metabolic networks, Curr. Opin. Clin. Nutr. Metab. Care., 12 (2009)
390
49-53.
391
[31] Y. Noguchi, Q.W. Zhang, T. Sugimoto, Y. Furuhata, R. Sakai, M. Mori, M. Takahashi, T.
392
Kimura, Network analysis of plasma and tissue amino acids and the generation of an amino
393
index for potential diagnostic use, Am. J. Cli.n Nutr., 83 (2006) 513s-519s.
394
[32] Q. Zhao, Y. Cao, Y. Wang, C. Hu, A. Hu, L. Ruan, Q. Bo, Q. Liu, W. Chen, F. Tao, M. Ren,
395
Y. Ge, A. Chen, L. Li, Plasma and tissue free amino acid profiles and their concentration
396
correlation in patients with lung cancer, Asia Pac. J. Clin. Nutr., 23 (2014) 429-436.
397
[33] K. Nakamura, T. Fujii, Y. Kato, Y. Asano, A.J. Cooper, Quantitation of L-amino acids by
398
substrate recycling between an aminotransferase and a dehydrogenase: application to the
399
determination of L-phenylalanine in human blood, Anal Biochem, 234 (1996) 19-22.
400
[34] S. Tachibana, M. Suzuki, Y. Asano, Application of an enzyme chip to the
401
microquantification of L-phenylalanine, Anal Biochem, 359 (2006) 72-78.
402
[35] S. Yamasaki-Yashiki, S. Tachibana, Y. Asano, Determination of L-methionine using
403
methionine-specific dehydrogenase for diagnosis of homocystinuria due to cystathionine
404
beta-synthase deficiency, Anal Biochem, 428 (2012) 143-149.
405
[36] M. Gleeson, R.J. Maughan, A simple enzymatic fluorimetric method for the determination
406
of branched-chain L-amino acids in microlitre volumes of plasma, Clin. Chim. Acta, 166 (1987)
407
163-169.
AC C
EP
TE D
M AN U
SC
RI PT
384
19
ACCEPTED MANUSCRIPT
[37] B. Lloyd, J. Burrin, P. Smythe, K. Alberti, Enzymic fluorometric continuous-flow assays
409
for blood glucose, lactate, pyruvate, alanine, glycerol, and 3-hydroxybutyrate, Clin. Chem., 24
410
(1978) 1724-1729.
411
[38] H. Zheng, Y. Hirose, T. Kimura, S.-i. Suye, T. Hori, H. Katayama, J.-i. Arai, R. Kawakami,
412
T. Ohshima, L-Proline sensor based on layer-by-layer immobilization of thermostable
413
dye-linked L-proline dehydrogenase and polymerized mediator, Sci. Technol. Adv. Mater., 7
414
(2006) 243-248.
415
[39] T. Ueatrongchit, Y. Asano, Highly selective L-threonine 3-dehydrogenase from Cupriavidus
416
necator and its use in determination of L-threonine, Anal Biochem, 410 (2011) 44-56.
417
[40] H. Akita, Y. Imaizumi, H. Suzuki, K. Doi, T. Ohshima, Spectrophotometric assay of
418
D-isoleucine
419
(2014) 2245-2248.
420
[41] Y. Tani, Y. Itoyama, K. Nishi, C. Wada, Y. Shoda, T. Satomura, H. Sakuraba, T. Ohshima, Y.
421
Hayashi, T. Yabutani, J. Motonaka, An amperometric D-amino acid biosensor prepared with a
422
thermostable D-proline dehydrogenase and a carbon nanotube-ionic liquid gel, Anal. Sci., 25
423
(2009) 919-923.
425
SC
M AN U
EP
TE D
using an artificially created D-amino acid dehydrogenase, Biotechnology letters, 36
AC C
424
RI PT
408
20
ACCEPTED MANUSCRIPT
Figure legends
427
Fig. 1 Growth-dependent molecular selection of a thermostable TrpDH variant [5]. (A) In vivo
428
selection following cultivation in minimum medium supplemented with IPA. (B) Growth curve
429
in modified M9 medium. E. coli ∆trpB harboring pUC19 (open circles), E. coli ∆trpB harboring
430
the wild type gene (open circles), and E. coli ∆trpB harboring a mutant gene (closed circles).
RI PT
426
431
Fig. 2 Thermal stabilities of TrpDH wild-type and mutant enzymes (placed on ice). Wild-type
433
enzyme (open circles), L59F/D168G/A234D/I296N variant enzyme (closed circles), L59F
434
variant enzyme (open triangles), D168G variant enzyme (closed triangles), A234D variant
435
enzyme (open squares), and I296N variant enzyme (closed squares).
M AN U
SC
432
436 437
Fig. 3 L-Tryptophan quantification by TrpDH. (A) Schematic diagram of the TrpDH assay.
438
L-tryptophan
439
The reaction can be monitored at 340 nm [5]. Moreover, NADH thus generated is amplified by
440
the diaphorase cycling system to produce resazurin [35]. This reaction can be monitored at 550
441
nm. (B) Relationship between L-tryptophan concentration and absorbance value in MilliQ (open
442
circles) and human plasma (closed circles) [5]. The sample contains an endogenous
443
L-tryptophan,
TE D
EP
AC C
444
is oxidized by TrpDH in the presence of NAD+, which generates IPA and NADH.
and is spiked with various concentration of L-tryptophan.
21
ACCEPTED MANUSCRIPT
Table 1 Various enzyme screening by growth-dependent molecular evolution techniques Enzyme
Purpose
Host for screening
Screening strategy
References
RI PT
445
On minimal medium containing D-tryptophan, only the Broad
specificity
amino
acid
of
substrate
L-Tryptophan auxotroph E. coli
JM101: ∆tnaA, ∆trpABCDE
specificity
L-tryptophan auxotroph E. coli, harboring the mutant protein with increased tryptophan racemase activity, was
[7]
able to convert sufficient D-tryptophan to L-tryptophan
SC
racemase from P. putida IFO 12996
Modification
required for growth.
Threonine
aldolase
from
Caulobacter crescentus CB15
Increase
of
activity
of
L-threonine aldolase
M AN U
On medium containing β-hydroxy-α-amino acids, only the
Glycine auxotroph E. coli
strain harboring the protein with high activity, was able to convert sufficient β-hydroxy-α-amino acids to glycine
[8]
required for growth. On minimal medium containing DL-threo-β-phenylserine,
L-Tryptophan dehydrogenase from
N. punctiform ATCC29133
446
only the strain harboring the protein with L-threonine
threonine aldolase is delated: P.
aldolase
putida KT2440∆taPp
L-threo-β-phenylserine
TE D
cerevisiae
Strain in which a gene encoding
aldolase
Increase
of
activity
of
dehydrogenase
stability
and
EP
xylosoxidans DSM2402, and S.
Identification of L-threonine
L-tryptophan
L-Tryptophan auxotroph E. coli
JM109: ∆trpB,
activity,
was
able
to
convert
sufficient
growth. On minimal medium containing indole-3-pyruvic acid, only the L-tryptophan auxotroph E. coli, harboring the mutant the protein with increased tryptophan racemase
acid to L-tryptophan required for growth.
22
[9]
to benzaldehyde required for
activity, was able to convert sufficient indole-3-pyruvic
AC C
Threonine aldolases from E. coli, A.
[5]
ACCEPTED MANUSCRIPT
Method
Analysis time
Detection range
(min)
(µM)
Instrumental assay HPLC
30
0 - 1,000
Electrospray ionization tandem mass spectrometry
10
0.006 - 95
Flow-injection
amperometric
biosensor
based
Stability of enzyme
(Enzymes are not used in this assay.) (Enzymes are not used in this assay.)
M AN U
Enzymatic assay
RI PT
Table 2 Instrumental and enzymatic assays for L-tryptophan quantification
SC
447
Reference
[10] [11]
The biosensor was quite stable over a 6 month period
on
3
immobilized L-tryptophan 2-monooxygenase
100 - 50,000
when operated at room temperature with the biocatalyst
[12]
o
stored at 8 C. More than 90% activity of StaO was lost after 1 day of
Colorimetric assay, coupling L-tryptophan oxidase (StaO and
10 - 60
Monitoring of absorbance change at 340 nm by L-tryptophan
30
EP
dehydrogenase wild type
TE D
VioA) and peroxidase
Monitoring of absorbance change at 340 nm by L-tryptophan
10 - 60
0 - 100
0 - 150
AC C
dehydrogenase L59F/D168G/A234D/I296N variant enzyme
448
0 - 100
23
storage at 4oC, and no significant decrease in activity was observed after 1 week in 30% glycerol. 30% activity of
[13, 26]
VioA was obtained after 1 week of storage at 4oC More than 90% activity was lost after 1 day of storage at 4oC, and no significant decrease in activity was observed
[14]
after 3 days in 20% glycerol. 90% activity remained after 1 day of storage at 4oC.
[5]
AC C
EP
TE D
M AN U
SC
RI PT
ACCEPTED MANUSCRIPT
AC C
EP
TE D
M AN U
SC
RI PT
ACCEPTED MANUSCRIPT
AC C
EP
TE D
M AN U
SC
RI PT
ACCEPTED MANUSCRIPT
AC C
EP
TE D
M AN U
SC
RI PT
ACCEPTED MANUSCRIPT
ACCEPTED MANUSCRIPT
1
Highlights NAD+-dependent TrpDH was discovered in scytonemin biosynthesis of cyanobacteria.
3
Thermostable TrpDH variant was screened by growth-dependent molecular selection.
4
L-Trp
AC C
EP
TE D
M AN U
SC
quantification was performed using the TrpDH variant.
RI PT
2
1