Xu Li1,2, Konrad Krysiak-Baltyn1,2, Luke Richards1,2, Ailsa Jarrold3, Geoffrey W Stevens1, Tim Bowser4, Robert E Speight5, Sally L Gras1,2. 1. Department of Chemical Engineering, The University of Melbourne, Parkville, Melbourne, Victoria 3010, Australia. 2. The Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, Melbourne, Victoria 3010, Australia. 3. Sun Pharmaceutical Industries Australia Pty Ltd., Princes Highway, Port Fairy, Victoria 3281, Australia. 4. Impact Science Consulting, Unit 2/52 Swanston Street, Heidelberg Heights, Melbourne, Victoria 3081, Australia. 5. School of Biology and Environmental Science, Queensland University of Technology, Brisbane, Queensland 4000, Australia.
Abstract
An enzymatic biosynthesis approach is described for codeine, the most widely used medicinal opiate, providing a more environmentally sustainable alternative to current chemical conversion, with yields and productivity compatible with industrial production. Escherichia coli strains were engineered to express key enzymes from poppy, including the recently discovered neopinone isomerase, producing codeine from thebaine. We show that compartmentalization of these enzymes in different cells is an effective strategy that allows active spatial and temporal control of reactions, increasing yield and volumetric productivity and reducing byproduct generation. Codeine is produced at a yield of 64% and a volumetric productivity of 0.19 g/(L·h), providing the basis for an industrially applicable aqueous whole-cell biotransformation process. This approach could be used to redirect thebaine-rich feedstocks arising from the U.S. reduction of opioid manufacturing quotas or applied to enable total biosynthesis and may have broader applicability to other medicinal plant compounds.
An enzymatic biosynthesis approach is described for codeine, the most widely used medicinal opiate, providing a more environmentally sustainable alternative to current chemical conversion, with yields and productivity compatible with industrial production. Escherichia coli strains were engineered to express key enzymes from poppy, including the recently discovered neopinone isomerase, producing codeine from thebaine. We show that compartmentalization of these enzymes in different cells is an effective strategy that allows active spatial and temporal control of reactions, increasing yield and volumetric productivity and reducing byproduct generation. Codeine is produced at a yield of 64% and a volumetric productivity of 0.19 g/(L·h), providing the basis for an industrially applicable aqueous whole-cell biotransformation process. This approach could be used to redirect thebaine-rich feedstocks arising from the U.S. reduction of opioid manufacturing quotas or applied to enable total biosynthesis and may have broader applicability to other medicinal plant compounds.
Enzymatic biotransformation
offers a new route to the production
of medicinal plant products, which is potentially more environmentally
sustainable than current chemical conversion processes. The development
of processes with high yields and productivities compatible with industrial
production, however, remains a challenge for many plant products.
Codeine, the world’s most widely used opiate, is a relevant
example for enzymatic biotransformation, with potential for rapid
industrial uptake. Currently, 85–90% of codeine is produced
by methylation of morphine, an alkaloid generally more abundant in
poppy than codeine,[1] using large volumes
of organic solvents, a toxic methylating agent and producing a carcinogenic
byproduct; the downstream purification processes are also complex.
While codeine-rich poppy genetic variants[1,2] have
been developed, this approach still carries climatic risk and requires
optimization of extraction yield. Direct production of codeine from
thebaine could also have significant impact following the reduction
in manufacturing quota for opioids in 2018[3] by the Department of Justice and U.S. Drug Enforcement Administration.
This quota includes oxycodone and hydroxycodone,[3] which are manufactured from thebaine,[4] and the thebaine feedstock could be redirected to produce
codeine, the WHO-listed essential medicine[5] consumed at >300 ton scale annually.[6] Thebaine is a natural plant precursor with lower potential for illicit
use[7] than morphine. A high yielding and
cost-effective biosynthetic route for codeine production would therefore
be a significant advance for the pharmaceutical industry.Over
the last decade, a series of studies have improved our understanding
of the key biosynthetic pathways of benzylisoquinoline alkaloids occurring
in planta and have investigated the construction of select pathways
in microbes.[7−19] The microbial production of alkaloids, such as thebaine[7,16] and noscapine,[19] from simple sugars or
glycerol offers an alternative to chemical synthesis or the extraction
of alkaloids from opium poppies. A flexible approach, however, involving
multiple steps in several microbes or a combination of extraction,
synthetic conversion, and/or synthesis may offer the best yield, similar
to the production of artemisinic acid by synthetic biology.[20]For the production of codeine, an efficient
synthetic process from
thebaine will be key. This will be true for conversion from thebaine-rich
feedstocks or from simple carbon sources. The use of Escherichia coli to increase the thebaine yield from
glycerol by 300-fold[16] compared to that
of yeast[7,16] is already a significant step toward the
realization of microbial production of codeine from simple carbon
sources, with further advances now needed in the conversion of thebaine
to codeine.An opportunity to improve synthetic conversion of
thebaine to codeine
has recently arisen from the discovery that thebaine is converted
to codeine via a three-step process catalyzed by thebaine 6-O-demethylase (T6ODM), neopinone isomerase (NISO), and codeinone
reductase (COR),[9,10] whereas the conversion between
intermediates neopinone and codeinone, previously thought to be spontaneous,[21] was shown to be catalyzed by NISO.[10] The plant appears to use NISO to reduce the
formation of neopine, an unwanted byproduct that occurs in vitro from
the action of COR on neopinone. This process occurs in addition to
the action of COR on the desired intermediate codeinone (Figure ). The discovery
of NISO, therefore, provides an opportunity to improve the biosynthetic
production of codeine in a microbial system by reducing the formation
of neopine.
Figure 1
In vitro enzyme-catalyzed reaction of thebaine to codeine (and
byproduct neopine). The first step involves the irreversible conversion
of thebaine to neopinone catalyzed by T6ODM,[9,24] with
cosubstrates α-ketoglutarate and oxygen and cofactors Fe(II)
and ascorbate.[9,25] Neopinone is then isomerized
to codeinone, a reversible step[10] that
occurs spontaneously in aqueous solution, reaching an equilibrium
state depending on solution parameters such as pH[21] and potentially ionic strength or temperature. The rate
at which this equilibration is achieved can be accelerated by introducing
the enzyme NISO.[10] The enzyme COR accepts
both codeinone and neopinone as a substrate, leading to the generation
of codeine or the undesired byproduct neopine together with the consumption
of NADPH.[26] The neopinone to neopine conversion
has been reported as either an irreversible reaction[22] or a reversible reaction;[11] the
dashed lines indicate this uncertainty.
In vitro enzyme-catalyzed reaction of thebaine to codeine (and
byproduct neopine). The first step involves the irreversible conversion
of thebaine to neopinone catalyzed by T6ODM,[9,24] with
cosubstrates α-ketoglutarate and oxygen and cofactors Fe(II)
and ascorbate.[9,25] Neopinone is then isomerized
to codeinone, a reversible step[10] that
occurs spontaneously in aqueous solution, reaching an equilibrium
state depending on solution parameters such as pH[21] and potentially ionic strength or temperature. The rate
at which this equilibration is achieved can be accelerated by introducing
the enzyme NISO.[10] The enzyme COR accepts
both codeinone and neopinone as a substrate, leading to the generation
of codeine or the undesired byproduct neopine together with the consumption
of NADPH.[26] The neopinone to neopine conversion
has been reported as either an irreversible reaction[22] or a reversible reaction;[11] the
dashed lines indicate this uncertainty.A significant challenge for synthetic conversion, however, is the
loss of spatial and temporal control that occurs when the genes encoding
for key enzymes are expressed in a single microbe without the mechanisms
employed by the plant to control conversion. Consequently, enzymatic
biosynthesis of codeine from thebaine has typically featured low substrate
conversion and low product yields (e.g., purified T6ODM, NISO, and
COR converted only 0.25% of thebaine into codeine[10]). The subcellular compartmentalization of T6ODM and COR
in Saccharomyces cerevisiae increased
product specificity by targeting COR to an organelle and keeping T6ODM
in the cytoplasm, allowing some time for rearrangement of neopinone,
but only 1.8% of thebaine was converted to codeine by this technique,[11] and this approach does not allow active control
of the timing between reactions. The highest volumetric productivity
of codeine in these systems was just ∼0.0006 g/(L·h),
in part due to long reaction times and the production of neopine.[11,22,23]The low substrate conversion
and low time space yield illustrate
the need to produce a high yielding system that can convert thebaine
to codeine although being both flexible and scalable. Here, we used
a robust engineered E. coli biocatalyst
system incorporating an innovative cell-based enzyme compartmentalization
strategy to allow active spatial and temporal control of the whole
cell biotransformation of thebaine to codeine. By expressing T6ODM
and COR in E. coli, we achieved a volumetric
productivity of 0.10 g/(L·h), corresponding to an at least ∼160-fold
increase from other reported systems.[11,22] The codeine
yield improved from 19 to 48% with the cell compartmentalization strategy.
By introducing NISO into the cell compartmentalization strategy, the
yield was further improved to 64%, compared to the reported 1.8% conversion
of thebaine to codeine in yeast.[11] The
molar ratio of codeine to neopine also increased from 20:80 to 74:26
and the volumetric productivity was as high as 0.19 g/(L·h),
greater than the productivities reported for other pharmaceutical
biotransformations, such as paclitaxel from plant-derived intermediates
or lamivudine [both at 0.1 g/(L·h)],[27] illustrating the significant potential of this biocatalytic conversion
system.
Results
Selection of COR Isoform and Host Cell Type
for Biotransformation
To date, COR isoforms from Papaver somniferum have been used to produce codeine
using either purified enzyme preparations
or enzymes expressed in yeast.[11,22] The concentration of
the undesired neopine byproduct varies between these isoforms. PsCOR1-3
produced neopine at levels similar to codeine when incorporated with
T6ODM in yeast,[22] while COR-B produced
5 times more neopine than codeine in yeast.[22]Other COR isoforms may potentially be used to produce codeine
and neopine with different levels of specificity, as COR is expressed
in several species within the Papaver genera, including Papaver bracteatum, Papaver orientale, and Papaver rhoeas (Figure and see Figure S2 for isoform comparison in amino acid sequences).[28] In particular, isoforms from P. bracteatum (PbCOR) have the least sequence identity
to PsCOR isoforms from P. somniferum(29) in phylogenetic analysis (92% identity
to PsCOR-B and 90% identity to PsCOR1-3). PbCOR1-1 was selected as
a novel isoform for the biotransformations that may display altered
specificity for neopine and codeine formation. PbCOR1-1 was used together
with T6ODM and NISO from P. somniferum for thebaine demethylation and neopinone to codeinone isomerization,
respectively.
Figure 2
Phylogenetic analysis of the PbCOR1-1 isoform from P. bracteatum (Pb) used in this study (highlighted
with a solid rectangle) and other isoforms from Pb and other species
[P. somniferum (Ps), P. rhoeas (Pr), and P. orientale (Po)]. The sequence of the PbCOR1-1 isoform used in this study has
92% similarity with PsCOR-B and 90% similarity with PsCOR1-3 (both
highlighted with dashed rectangles), COR isoforms that have been used
previously[22] to catalyze codeinone to codeine
(and neopinone to neopine).
Phylogenetic analysis of the PbCOR1-1 isoform from P. bracteatum (Pb) used in this study (highlighted
with a solid rectangle) and other isoforms from Pb and other species
[P. somniferum (Ps), P. rhoeas (Pr), and P. orientale (Po)]. The sequence of the PbCOR1-1 isoform used in this study has
92% similarity with PsCOR-B and 90% similarity with PsCOR1-3 (both
highlighted with dashed rectangles), COR isoforms that have been used
previously[22] to catalyze codeinone to codeine
(and neopinone to neopine).E. coli cells were selected for
biotransformation because of their recognized high capacity for protein
expression and industrial applicability.[30]E. coli cells were also demonstrated
as an efficient platform for thebaine biosynthesis from glycerol compared
with a yeast system.[16] A whole cell biotransformation
process employing resting cells was also chosen so that the cofactors
and cosubstrates, Fe2+, ascorbate, and α-ketoglutarate
for T6ODM catalysis and NADPH for COR catalysis,[31,32] would be supplied by the cell, reducing process costs.
Strategy 1—Single
Cell E. coli Coexpression of T6ODM
and COR for Codeine Synthesis from Thebaine
In the first
biotransformation strategy (Figure a), we designed a single E.
coli strain containing the plasmid pETDuet-PsT6ODM-PbCOR1-1
(Figure S3) that expresses both T6ODM and
PbCOR1-1, without NISO, where the three-step biosynthetic pathway
from thebaine to codeine occurs within a single cell. The conversion
efficiency was assessed by the biotransformation of thebaine (1 mM)
using cells in a buffered solution. Typically, thebaine was completely
consumed within 35 min and high concentrations of products codeine
and neopine were produced by 40 min (Figure S8), as shown by the liquid chromatography (LC) chromatograms at the
start (Figure a; thebaine
substrate only) and at the end of the reaction (Figure b; showing neopine and codeine products).
Figure 3
Three
strategies for the biotransformation of thebaine to codeine
(and byproduct neopine) using engineered E. coli cells. In strategy 1, shown in (a), E. coli cells are engineered to express T6ODM and COR within the same cell
that converts thebaine to codeine (and neopine) with the T6ODM conversion
of thebaine to neopinone, the equilibration of neopinone to codeinone,
and the COR-catalyzed conversion of codeinone to codeine (and neopinone
to neopine) all occurring within the same cell. In strategy 2, shown
in (b), the reactions catalyzed by T6ODM and COR are separated in
different E. coli cells. The T6ODM-expressing
cells convert thebaine to neopinone, while the COR-expressing cells
convert codeinone to codeine or neopinone to neopine. The two cell
types may be mixed simultaneously at the start of the reaction (Δt = 0 min) or the addition of COR cells delayed, allowing
time for neopinone to equilibrate to codeinone (in this case, Δt = 15, 30, 45, 60, or 120 min). This strategy also allows
spatial separation (Δx) of the two cell types.
In strategy 3, shown in (c), enzymes T6ODM and NISO are contained
within a single cell, and similar to strategy 2, the reaction steps
are separated in two types of E. coli cells. The addition of NISO enzyme expression is expected to catalyze
neopinone conversion to codeinone in order to generate more codeine
and less neopine. This strategy also allows both time and spatial
separation to the reactions.
Figure 4
Conversion
of thebaine to codeine and byproduct neopine using the
three strategies (see Figure ). (a) The HPLC chromatogram shows the presence of thebaine
(retention time RT of 11.4 min) at the start of the reaction. (b)
Using strategy 1, thebaine was converted to codeine (RT of 8.1 min)
and neopine (RT of 7.3 min) at the end of the reaction. (c) Using
strategy 2, thebaine was converted to codeine and neopine, with the
ratio of codeine and neopine varying as a function of the delay in
COR cell addition. (d) Using strategy 3, thebaine was converted to
codeine and neopine with the ratio of codeine to neopine varying as
a function of the delay in COR cell addition. The chromatograms in
red show the optimal conditions to achieve maximum volumetric productivity
of codeine. The chromatograms are representative of three independent
biological replicates.
Three
strategies for the biotransformation of thebaine to codeine
(and byproduct neopine) using engineered E. coli cells. In strategy 1, shown in (a), E. coli cells are engineered to express T6ODM and COR within the same cell
that converts thebaine to codeine (and neopine) with the T6ODM conversion
of thebaine to neopinone, the equilibration of neopinone to codeinone,
and the COR-catalyzed conversion of codeinone to codeine (and neopinone
to neopine) all occurring within the same cell. In strategy 2, shown
in (b), the reactions catalyzed by T6ODM and COR are separated in
different E. coli cells. The T6ODM-expressing
cells convert thebaine to neopinone, while the COR-expressing cells
convert codeinone to codeine or neopinone to neopine. The two cell
types may be mixed simultaneously at the start of the reaction (Δt = 0 min) or the addition of COR cells delayed, allowing
time for neopinone to equilibrate to codeinone (in this case, Δt = 15, 30, 45, 60, or 120 min). This strategy also allows
spatial separation (Δx) of the two cell types.
In strategy 3, shown in (c), enzymes T6ODM and NISO are contained
within a single cell, and similar to strategy 2, the reaction steps
are separated in two types of E. coli cells. The addition of NISO enzyme expression is expected to catalyze
neopinone conversion to codeinone in order to generate more codeine
and less neopine. This strategy also allows both time and spatial
separation to the reactions.Conversion
of thebaine to codeine and byproduct neopine using the
three strategies (see Figure ). (a) The HPLC chromatogram shows the presence of thebaine
(retention time RT of 11.4 min) at the start of the reaction. (b)
Using strategy 1, thebaine was converted to codeine (RT of 8.1 min)
and neopine (RT of 7.3 min) at the end of the reaction. (c) Using
strategy 2, thebaine was converted to codeine and neopine, with the
ratio of codeine and neopine varying as a function of the delay in
COR cell addition. (d) Using strategy 3, thebaine was converted to
codeine and neopine with the ratio of codeine to neopine varying as
a function of the delay in COR cell addition. The chromatograms in
red show the optimal conditions to achieve maximum volumetric productivity
of codeine. The chromatograms are representative of three independent
biological replicates.The yield of codeine
was ∼19% (0.19 ± 0.06 mM) and
neopine ∼75% (0.75 ± 0.01 mM), corresponding to an average
ratio of codeine/neopine of 20:80, with ∼94% of thebaine being
consumed (Figure a).
Under these conditions, the neopinone generated inside the cell may
not have sufficient time to equilibrate with codeinone, resulting
in a low concentration of codeinone and consequently a relatively
low concentration of codeine and high concentration of neopine from
the activity of COR on neopinone. At least 30 min was required for
neopinone and codeinone to reach equilibrium when spontaneous isomerization
was tested in vitro in phosphate buffer at 7.0,[21] with the equilibrium ratio of codeinone/neopinone reported
to range from 42:58 to 66:34 between pH 6.0 and 8.0. The low product
ratio of 20:80 codeine to neopine measured for the single-cell strategy
here, where the cytoplasmic pH is expected to be 7.4–7.8,[33] together with the similar timescales between
conversion to codeine and in vitro equilibration (∼40 vs ∼30
min) indicated that further optimization was required to increase
the ratio of codeinone/neopinone available to the COR enzyme under
these conditions.
Figure 5
Yield of codeine (green ●) and byproduct neopine
(red ▲)
and total yield of both opiates (black ■) expressed as a percentage
for the three biotransformation strategies. Data are shown for three
biological replicates, and error bars indicate standard deviation.
(a) With strategy 1, the average yield is 19% codeine, 75% neopine,
and 94% for both opiates. (b) When strategy 2 is applied, the final
yield of codeine and neopine and the total yield of both opiates are
a function of the delay in COR cell addition. A maximum codeine yield
of 48% is achieved when COR cell addition is delayed for 45 or 60
min. (c) When strategy 3 is applied, the final yield of codeine and
neopine and the total yield of both opiates are also a function of
the delay in COR cell addition. A maximum codeine yield of 64% is
achieved when cell addition is delayed for 30 or 45 min.
Yield of codeine (green ●) and byproduct neopine
(red ▲)
and total yield of both opiates (black ■) expressed as a percentage
for the three biotransformation strategies. Data are shown for three
biological replicates, and error bars indicate standard deviation.
(a) With strategy 1, the average yield is 19% codeine, 75% neopine,
and 94% for both opiates. (b) When strategy 2 is applied, the final
yield of codeine and neopine and the total yield of both opiates are
a function of the delay in COR cell addition. A maximum codeine yield
of 48% is achieved when COR cell addition is delayed for 45 or 60
min. (c) When strategy 3 is applied, the final yield of codeine and
neopine and the total yield of both opiates are also a function of
the delay in COR cell addition. A maximum codeine yield of 64% is
achieved when cell addition is delayed for 30 or 45 min.In planta, only minute amounts of neopine form in the latex
of
opium poppy,[22] in contrast to the high
concentrations observed in vitro. The mechanisms employed by the plant
to avoid neopine formation have not been unraveled, but metabolic
channelling[34] may prevent neopine production,
suggesting that strategies that can spatially and temporally control
the conversion of intermediate neopinone to codeinone may more effectively
produce codeine by minimizing the flux to byproduct neopine.
Strategy
2—Cell Compartmentalization for Spatial and
Temporal Control of Codeine Biosynthesis in E. coli
A cell compartmentalization strategy (Figure b) was next developed to provide
active temporal control of the three reaction steps, where the two
enzymatically catalyzed steps were separated into two different E. coli cells. These two cell types may then be introduced
at different time points during a batch reaction and the time interval
can be effectively controlled; the reactions could also potentially
be spatially separated in two different reactors, allowing a range
of flexible reactor configurations,[35] for
example, in two separate sequential batch reactors or in subsequent
sections of a continuous reactor. This approach may be used to provide
sufficient time (theoretically ≈ 30 min) to obtain the maximal
concentration of codeinone using the spontaneous equilibrium from
neopinone, potentially increasing the codeine yield. Two cell types
were obtained by introducing either plasmid pACYC-PsT6ODM or pET28a-PbCOR1-1.In this strategy, thebaine was introduced to T6ODM containing cells
to generate neopinone for specific time intervals (Δt) to allow the spontaneous conversion of neopinone to codeinone.
Then the COR-containing cells were added to catalyze the reduction
of codeinone to codeine (and the side reaction from neopinone to neopine).
The time interval for delaying the addition of COR-containing cells
(Δt) was systematically varied (0, 15, 30,
45, 60, and 120 min) to determine the optimal Δt for whole cell biotransformation.A maximum codeine yield
of ∼48% (0.48 ± 0.07 mM) was
achieved when Δt was 45 min (Figures c and 5b), and a similar codeine yield of 0.48 ± 0.03 mM was achieved
when Δt was 60 min. This yield is 6-fold higher
than when COR-containing cells are added at the same time as T6ODM-containing
cells (Δt = 0 min) generating ∼8% codeine
(0.08 ± 0.02 mM) and 2.5-fold higher compared to when the single-cell
strategy was employed producing ∼19% codeine (0.19 ± 0.06
mM).The codeine yield of 48% obtained using the cell compartmentalization
strategy with delayed COR addition is significantly higher than previous
studies using yeast strains expressing subcellularly compartmentalized
T6ODM and PsCOR enzymes,[10,11] where the highest codeine
yield was 1.8% (Figure a). This comparison indicates that the cell compartmentalization
strategy can effectively convert thebaine, while the optimized delay
allows sufficient time for neopinone to reach equilibrium with codeinone
before COR addition, resulting in a substantial amount of codeine
product.
Figure 6
Comparison of (a) codeine yield (%) and (b) predicted time/space
codeine yield [or volumetric productivity, g/(L·h)] between the
three biotransformation strategies reported here (S1–S3) and
previously reported biotransformation studies (1–3). In these
studies, codeine was produced from thebaine using the following: 1—yeast
strains expressing chromosomally integrated T6ODM and PsCOR1-3;[11] 2—purified enzymes of T6ODM, NISO, and
PsCOR-B;[10] 3—yeast strains containing
transiently expressed constructs containing T6ODM, NISO, and PsCOR-B;[10] S1—using the single-cell strategy; S2—using
the cell compartmentalization strategy; and S3—using cell compartmentalization
with the NISO strategy. *Codeine yield of 0.25% is too low to be shown
on the chart. **Codeine yield was not available in this prior work.[10] ***Maximal possible time/space yield is therefore
predicted based on a 100% yield of codeine for this prior study. The
codeine time/space yield predictions for the three strategies in this
study use the actual time taken for biotransformation from thebaine
to codeine, which does not include the bacterial cell cultivation
time, which is separated in this process within E.
coli. For studies 1 and 3, the time reported in the
literature may include the yeast culture time, as the duration of
the biotransformation was not specified; these estimates may therefore
be an underestimation of predicted time/space yield. Data for S1–3
in this study are three biological replicates. The optimal Δt is 45 min for strategy 2 to achieve the highest codeine
yield and 30 min for strategy 3. The optimal Δt is 30 min for strategy 2 and strategy 3 to achieve the highest codeine
volumetric productivity.
Comparison of (a) codeine yield (%) and (b) predicted time/space
codeine yield [or volumetric productivity, g/(L·h)] between the
three biotransformation strategies reported here (S1–S3) and
previously reported biotransformation studies (1–3). In these
studies, codeine was produced from thebaine using the following: 1—yeast
strains expressing chromosomally integrated T6ODM and PsCOR1-3;[11] 2—purified enzymes of T6ODM, NISO, and
PsCOR-B;[10] 3—yeast strains containing
transiently expressed constructs containing T6ODM, NISO, and PsCOR-B;[10] S1—using the single-cell strategy; S2—using
the cell compartmentalization strategy; and S3—using cell compartmentalization
with the NISO strategy. *Codeine yield of 0.25% is too low to be shown
on the chart. **Codeine yield was not available in this prior work.[10] ***Maximal possible time/space yield is therefore
predicted based on a 100% yield of codeine for this prior study. The
codeine time/space yield predictions for the three strategies in this
study use the actual time taken for biotransformation from thebaine
to codeine, which does not include the bacterial cell cultivation
time, which is separated in this process within E.
coli. For studies 1 and 3, the time reported in the
literature may include the yeast culture time, as the duration of
the biotransformation was not specified; these estimates may therefore
be an underestimation of predicted time/space yield. Data for S1–3
in this study are three biological replicates. The optimal Δt is 45 min for strategy 2 to achieve the highest codeine
yield and 30 min for strategy 3. The optimal Δt is 30 min for strategy 2 and strategy 3 to achieve the highest codeine
volumetric productivity.Under these optimal conditions,
39% (Δt =
45 min) or 33% (Δt = 60 min) of thebaine was
converted to the undesired product neopine, corresponding to a codeine
to neopine ratio of 55:45 (Δt = 45 min) or
59:41 (Δt = 60 min), higher than the ratio
of 20:80 obtained when the single-cell strategy was applied. This
ratio indicates that an equilibrium between codeinone and neopinone
has been achieved before COR addition that is within the range reported
for spontaneous rearrangement in vitro (42:58 to 66:34),[21] with the COR enzyme which then converts this
codeinone to codeine.Longer delays in COR addition (Δt = 120
min) led to a decrease in codeine yield (39%), possibly because of
the degradation of opioids, in particular neopinone,[24] which occurs after extended incubation. This degradation
can be seen in the significant decrease of 33 ± 1% in overall
opiate yield and the appearance of additional peaks in the high-performance
LC (HPLC) trace when COR cells are added after 120 min (Figures c and 5b). These data illustrate how the optimal timescales for biotransformation
involve a balance between the production of codeinone by equilibration
with neopinone and the stability of the alkaloid mixture in solution;
noting that these opiates can be protected from further degradation
by subsequent organic extraction at the optimal point of the reaction
progress. Using the cell compartmentalization strategy, the volumetric
productivity (i.e., time/space yield) of codeine was 0.12 ± 0.01
g/(L·h) and 0.10 ± 0.01 g/(L·h) when COR addition was
delayed for 45 and 60 min, respectively. The highest volumetric productivity
of codeine (0.15 ± 0.01 g/(L·h)) was achieved when COR addition
was delayed for 30 min (Figure b) because the shorter Δt reduces the
time required to generate codeine. This measure of volumetric productivity
is important for industrial application and should be considered when
evaluating the optimal strategy for biotransformation, as both the
final yield and reaction time affect productivity.These studies
demonstrate that cell compartmentalization could
be used as an active strategy to significantly increase the codeine
yield, although neopine formation was still a major consideration.
Strategy 3—Cell Compartmentalization with NISO To Further
Improve the Codeine Yield
The recent discovery of NISO refined
the pathway from neopinone to codeinone in the poppy, as this was
previously presumed to occur only by nonenzyme-catalyzed equilibration.
In an engineered microbial system, NISO was shown to increase the
yield of codeine compared to that of neopine.[10] We therefore incorporated this newly found enzyme to form a third
compartmentalization strategy (Figure c), in an attempt to further increase the yield and
volumetric productivity of codeine formation.The design used
a cell where enzymes T6ODM and NISO were coexpressed (Figure c) to ensure close proximity
between the neopinone product generated by T6ODM catalysis and the
enzyme NISO. This design was expected to catalyze the conversion of
neopinone to codeinone within the same cell once the neopinone has
been formed from thebaine. A second cell type containing COR, allowing
temporal and spatial control, was expected to allow further opportunity
for the neopinone–codeinone equilibrium to establish prior
to COR-catalyzed reduction of neopinone and codeinone.The codeine
yield increased to ∼45% (0.45 ± 0.01 mM)
employing the cell compartmentalization strategy with NISO with Δt = 0 min (Figure c), compared to ∼8% (0.08 ± 0.02 mM) employing
strategy 2. The codeine to neopine ratio was also improved to 50:50
from 9:91 under these conditions, suggesting that the addition of
NISO reduced the production of neopine and dramatically increased
codeine in the final product, consistent with recent reports for this
enzyme.[10]The yield of codeine was
further improved by the delayed addition
of COR cells (Figure c), with both Δt of 30 and 45 min found to
be optimal to achieve a maximum average codeine yield of 64% (0.64
mM), higher than the average yield of 48% (0.48 mM) achieved under
optimal conditions in strategy 2 (Δt of 45
and 60 min). In strategy 3, the average ratio of codeine to neopine
was found to be 70:30 when Δt was set as 30
min and 74:26 when Δt was set as 45 min, both
higher than the optimal 59:41 in strategy 2 when Δt was set as 60 min (or 55:45 in strategy 2 when Δt = 45 min).A recently published study using yeast for the
conversion of thebaine
to codeine[10] provides an opportunity to
compare E. coli and Saccharomyces cerevisae as biotransformation host
strains. Using the S. cerevisae strain
CEN.PK expressing T6ODM, NISO, and PsCOR-B and low concentrations
of thebaine (0.1 mM), neopine was not detected in the final product,
indicating a high specificity of codeine production. While the percentage
of thebaine converted to codeine was not stated, preventing direct
comparison, the codeine yield of 0.3 mg/L/OD was 67-fold less than
the codeine yield of 19.2 ± 0.6 mg/L/OD in this study (Δt = 30 and 45 min). Using a dry cell weight to OD600 conversion (0.47 g (dry cell)/L for E. coli BL21(DE3) strain[36] and 0.53 g (dry cell)/L
for S. cerevisae TMB3001 strain[37] (a derivative of CEN.PK) for an OD600 of (1), this leads to a codeine yield of 0.6 mg/g cell for S. cerevisiae cells and 40.9 mg/g cell for E. coli cells, suggesting that for this particular
bioconversion, E. coli is able to achieve
a greater thebaine to codeine conversion than yeast.The incorporation
of NISO also improved the volumetric productivity
to 0.19 ± 0.02 g/(L·h) (at Δt = 30
min) in strategy 3 (Figure b) compared to 0.15 ± 0.01 g/(L·h) (at Δt = 30 min) in strategy 2.
Discussion
Several
studies have investigated the biotransformation of thebaine
to codeine in vitro, mimicking the conversion that occurs within the
poppy plant. Neopine is a common dominant byproduct in these reactions
because of the undesirable action of COR on neopinone.[22] In studies using cell suspension cultures of P. somniferum, only neopine was formed when thebaine
was supplied as a substrate.[23] The first
study that used a microbial factory to convert thebaine (1 mM) to
morphine (with codeine as the intermediate product) achieved a final
molar yield of 0.018 mM codeine and 0.077 mM neopine, employing a
yeast strain (expressing PsT6ODM and PsCOR1.3).[11] This yield corresponds to a codeine/neopine ratio of 19:81,
with 1.8% of thebaine being converted into codeine. Similar ratios
of 15:85 codeine/neopine have been reported using a COR enzyme sourced
from the Bea’s choice chemotype.[22] The production of a substantial concentration of neopine in these
studies could be due to the undesired intermediate neopinone having
insufficient time to convert to desired intermediate codeinone, resulting
in a low concentration of codeinone and consequently a low concentration
of codeine and high concentration of neopine. These studies clearly
illustrate that further improvements are needed to optimize the yield
of codeine and ratio of codeine/neopine in order to develop an industrially
relevant process and that reaction conditions in engineered microbes
are clearly very different from that of poppy where neopine is not
observed.The discovery of NISO significantly increased the
ratio of codeine/neopine
produced in the bioconversion of thebaine. In previous work, however,
only 0.25 μM of codeine was produced from 100 μM of thebaine
using the purified T6ODM, NISO, and COR-B in a 2 h assay, corresponding
to a 0.25% codeine yield in 2 h[10] and a
potential volumetric productivity of 0.00004 g/(L·h). This study
illustrated how the enzyme NISO can be employed to improve the codeine/neopine
ratio, but there remains a need to optimize both biotransformation
yield and productivity for industrial applications.In this
work, we described three strategies to realize a whole
cell biotransformation from thebaine to codeine in E. coli. While yeast cells are often used for the
production of alkaloids from simple sugars, bacterial cells, such
as E. coli, offer advantages including
rapid growth, easy genetic manipulation, high capacity for protein
expression, and industrial applicability.[30,38] These advantages are relevant not only to the simple conversion
of codeine from thebaine-rich feedstocks, as demonstrated here, but
also potentially for production from simple carbon sources.[16] We reconstituted the three-step biosynthetic
pathway in a single E. coli strain
(for strategy 1) or segregated the pathway into two types of E. coli cells (for strategies 2 and 3) to allow active
temporal control of the reaction flux. Previously, E. coli had been used as an effective platform for
opiate production, generating (S)-reticuline,[13] thebaine, and hydrocodone.[16]In strategy 1, we demonstrated the feasibility of
producing codeine
from thebaine in a single E. coli strain
that expressed both T6ODM and COR enzymes. Thebaine (19%) was converted
to codeine, 10-fold higher than the 1.8% thebaine to codeine conversion
reported previously using yeast.[11] A major
difference between our E. coli system
and previous yeast systems is the time required for the bioconversion.
Typically, yeast is cultured simultaneously with thebaine bioconversion,
resulting in a time frame of ∼72 h.[22] We separated E. coli growth and the
biotransformation processes in this study to allow mass production
and storage of the biocatalyst prior to use. A time frame of 45 min
was required for complete conversion from thebaine to codeine, 96-fold
shorter than reported in yeast. The reduced reaction time and associated
increased volumetric productivity (0.10 ± 0.05 g/(L·h))
are significant for future industrial deployment of this thebaine
to codeine bioconversion process, with the productivity approaching
those reported for other industrial productions of fine chemicals
by biotransformation (ranging from 1 to 54.6 g/(L·h) for 10 reported
commercially successful processes) and within the range of productivities
reported for other pharmaceutical biotransformations (0.0002–14
g/(L·h) across 17 compounds).[27]Cell compartmentalization was shown to be a promising route by
which the codeine yield could be improved in strategies 2 and 3, which
employed E. coli cells with or without
the enzyme NISO. In strategy 2, which uses only two enzymes, thebaine
was converted to neopinone by T6ODM present within E. coli cells; the delayed addition of COR-containing
cells then provided time for the spontaneous conversion of neopinone
to codeinone, allowing an increased yield of codeine at 0.48 mM (Δt of both 45 and 60 min), compared with a yield of 0.19
mM in strategy 1. The codeine/neopine ratio was also improved to 55:45
(Δt = 45 min) and 59:41 (Δt = 60 min), compared to a ratio of 20:80 in strategy 1. These improvements
illustrate the impact of temporal control on the conversion between
neopinone and codeinone and therefore on the yield of codeine and
associated reduction in neopine yield. This result demonstrates the
effectiveness of cell compartmentalization as a strategy for control
of the reaction cascade.Strategy 3 generated the best conditions
for codeine production,
employing cell compartmentalization together with the enzyme NISO.
The introduction of NISO led to 0.64 mM (64% yield) codeine (Δt of both 30 and 45 min), with a ratio of codeine/neopine
of 70:30 (Δt = 30 min) or 74:26 (Δt = 45 min), further improving both the yield and specificity
of codeine production compared to strategy 2. This set of experiments
further demonstrates how the rate of conversion between neopinone
and codeinone, improved by NISO catalysis, impacts the yield of codeine
produced. This approach also slightly improved volumetric productivity
0.19 ± 0.02 g/(L·h) for strategy 3 compared to 0.15 ±
0.01 g/(L·h) for strategy 2.Our approach extends an earlier
concept of enzyme subcellular compartmentalization,
where the COR enzyme was localized in a yeast organelle,[11] when the entire pathway to morphine was integrated
in a single yeast cell. In this instance, COR isolation within the
organelle increased specificity within the pathway, leading to an
increase from 44 to 86% morphine, through reduced production of the
undesired neomorphine; thebaine to morphine conversion, however, was
only improved from 0.8 to 1%.[11] In the
current study, we targeted a semisynthetic approach using thebaine
produced by the poppy combined with a three-step biocatalytic cascade,
compared to subcellular compartmentalization in a single yeast cell
where the product was generated entirely from simple carbon sources.
The semisynthetic approach provides a simpler cellular compartmentalization
strategy, which allows effective spatial and temporal control over
reactions within separate cells and significantly increased both substrate
conversion efficiency and volumetric productivity for key steps between
thebaine and codeine.The cell compartmentalization strategy
studied here could be further
optimized with other complementary approaches. For example, the level
of enzyme expression may be manipulated to optimize the enzyme/substrate
ratios present within the three-step pathway. Previously, in yeast,
a strong promoter was used for NISO expression together with a weak
promoter for COR expression to improve codeine production from ∼200
to ∼300 μg/L/OD.[10] We envisage
that faster catalysis may be achieved with higher expression of the
NISO enzyme or discovery of improved NISO variants. Increasing NISO
activity may further reduce the time delay needed before the addition
of cells containing COR. Similarly, the expression level of T6ODM
and/or COR may be increased, as this strategy (also involving CODM
enzyme that catalyzes the conversion of codeine to morphine) increased
the yield of morphine from 2 to 5.2 mg/L.[11] We predict that the improved expression could either speed up reaction
rates or reduce biocatalyst loading—both lead to reduced process
costs (less plant time or lower biocatalyst usage). A greater understanding
of the kinetic parameters of T6ODM, NISO, and COR, in particular within
cells, could also assist in biotransformation design. This kinetic
understanding could be coupled with mutagenesis to improve the kinetics
of T6ODM and NISO or selectivity of COR, which could further reduce
the generation of byproduct neopine.
Conclusions
In
conclusion, the cellular compartmentalization strategy for E. coli proposed in this work dramatically improved
thebaine to codeine conversion (on average, 64% of thebaine was converted
to codeine, compared to only 1.8% reported previously). The strategy
also provided high volumetric productivity for codeine manufacture
[0.19 g/(L·h)], suggesting compatibility with future industrial
application.[27] The E. coli system presented could also be incorporated into or coupled with
other microbial biotransformation systems, for example, the reported
thebaine production E. coli system,[16] to provide a basis for complete biosynthesis
of codeine from simple carbon sources in microbes. The potential of
coculture strategies has been discussed in recent review articles,[8,30] suggesting that the cellular compartmentalization strategy employed
here, using multiple cell types for spatial or temporal control, could
also be applied for the biosynthesis of other secondary metabolites.
Experimental
Section
Chemicals and Reagents
Antibiotics, analytical grade
glycerol, isopropyl β-d-1-thiogalactopyranoside (IPTG), sodium
chloride, sodium ascorbate, glucose and iron sulfate heptahydrate,
HPLC grade acetonitrile, methanol, trifluoracetic acid (TFA), dichloromethane
(DCM), and acetic acid were purchased from Merck (U.S.A.). Restriction
enzymes, T4 DNA ligase, E. coli 5-α
competent cells, and E. coli BL21(DE3)
competent cells were purchased from New England BioLabs Inc., Australia.
Yeast extract and tryptone for medium preparation were purchased from
Oxoid, Thermo Scientific, UK. Water for all the experiments was Milli-Q
water with a resistivity of ≥18.2 MΩ·cm. Thebaine
and codeine were provided by Sun Pharmaceutical Industries Australia
Pty Ltd. Neopine was produced by whole cell biotransformation from
thebaine (see the Whole Cell Biotransformation section) following a previously reported protocol. Briefly, the
final biotransformation product was centrifuged at 3200 g for 15 min.
The supernatant was concentrated five times and then purified by preparative
scale reverse-phase HPLC (RP-HPLC) with a linear gradient of 5–28%
buffer B and a flow rate of 20 mL/min over 20 min at 25 °C (buffer
A: 0.1% TFA in water; buffer B: 0.1% TFA in methanol). Fractions were
collected based on peak and combined for freeze-drying. DCM (7.5 mL)
was added to the freeze-dried residue; phosphate buffer (2.5 mL, 0.5
M, pH 8.0) was used to wash the residue, which was washed repeatedly
thrice; DCM was evaporated with nitrogen blow; and the residue was
then dissolved in 10% acetic acid, followed by nine parts of Milli-Q
water and freeze-dried again. The final product was confirmed using
NMR spectroscopy (see Figure S1 and Table S1), mass spectrometry (MS), and RP-HPLC
for its structure, mass, and purity. The manipulation on all the schedule
8 poisons complies with the appropriate Government Act.
Plasmids Used
in This Study
Four plasmids were used
in this work for biotransformation: pETDeut-1-PsT6ODM-PbCOR1-1 (P1),
pACYC-PsT6ODM (P2), pET28a-PbCOR1-1 (P3), and pETDuet-1-PsT6ODM-PsNISO
(P4). The maps for each plasmid are shown in Figures S3–S6. Two plasmids (P2 and P3) were provided by Sun
Pharmaceutical Industries Australia Pty Ltd. Plasmid P2 was constructed
by ligating thebaine 6-O-demethylase from P. somniferum (PsT6ODM, GenBank
accession number GQ500139.1) into the pACYC vector. Plasmid P3 was constructed
by ligating codeine reductase variant 1–1 from P. bracteatum (PbCOR1-1, GenBank
accession number ACM44064.1) into the pET28a vector. Plasmid P1 was constructed
based on a plasmid (pETDeut1-PsT6ODM-PsCOR1-5, P5) provided by Sun
Pharmaceutical Industries Australia Pty Ltd. Plasmid P5 was digested
with restriction enzymes NdeI and XhoI to remove the PsCOR1-5 DNA fragment and provide a vector backbone with sticky ends. Plasmid
P3 was digested with the same enzymes to provide the insert DNA PbCOR1-1. The insert and backbone were ligated with the
T4 DNA ligase to form plasmid P1. Plasmid P4 was constructed based
on a plasmid pUCIDT-PsNISO (P6) custom synthesized by Integrated DNA
Technologies, Inc. NISO from P. somniferum (PsNISO, GenBank accession number QBG82386.1)
was cloned into the IDT vector pUCIDT to form plasmid P6. PsNISO DNA was cut out with NdeI and XhoI as an insert and
ligated to plasmid P5 vector backbone to construct plasmid P4. All
the T6ODM, COR, and NISO DNA sequences were synthesized
with codon optimization in order to improve protein translation in E. coli while leaving the amino acid sequences of
the final protein products unchanged compared to the wild type. DNA
sequence of maltose binding protein was added to the T6ODM sequence to improve the solubility of T6ODM. The codon optimized
DNA sequences are shown in Figure S7. All
plasmids were transformed into E. coli 5-α competent cells for the purpose of cloning and DNA sequencing
prior to the transformation of E. coli BL21(DE3) competent cells for enzyme expression and biotransformation.
E. coli Strains Used in This
Study
Four types of E. coli strains were constructed to express enzymes for whole cell biotransformation
by transforming E. coli BL21(DE3) competent
cells with the four above-mentioned plasmids (P1–P4) individually.
The transformed cells were named as T6ODM/COR cell, T6ODM cell, COR
cell, and T6ODM/NISO cell, corresponding to the cells transformed
with P1, P2, P3, and P4 plasmids. They were used either independently
or in combination for the three different biotransformation strategies.
Specifically, strategy 1 used the single-cell strain of the T6ODM/COR
cell, which was expected to convert thebaine to codeine within the
cell; strategy 2 used a mixture of T6ODM cell and COR cell, in which
thebaine was expected to convert to neopinone in the T6ODM cell, simultaneously
equilibrated to codeinone and finally reduced to codeine in the COR
cell; strategy 3 used a mixture of T6ODM/NISO cell and COR cell, in
which thebaine was expected to convert to codeinone in the T6ODM/NISO
cell and further catalyzed to codeine in COR cell.
Bacterial Cell
Cultivation and Protein Expression
Cells
were cultured overnight at 37 °C in LB medium containing corresponding
antibiotics. One milliliter of the overnight cell culture was inoculated
into a conical flask that contained 50 mL of 2-YT medium, corresponding
antibiotics, and 1 mL of glycerol. IPTG (0.1 mM) was added to the
culture when OD600 reached 0.4–0.8 to start protein
expression, and the expression was continued for 22 h at 18 °C.
Cells pellets were collected by centrifugation at 3200 g for 15 min
and resuspended in 15% glycerol to obtain a cell solution of OD600 at 100 for biotransformation.
Whole Cell Biotransformation
Fresh E.
coli cells (OD600 = 100) were added into
the biotransformation mixture with a final cell concentration of OD600 at 10. For strategy 2 and strategy 3 that used two types
of cell strains, each strain had a final concentration of OD600 at 10 in the reaction. The substrate, buffer, and cofactors in a
20 mL reaction mixture consisted of 1 mM thebaine, 100 mM phosphate
buffer (pH at 6.0), 0.5% w/w glucose, 10 μM FeSO4, and 10 mM sodium ascorbate. Biotransformation was incubated at
24 °C and stirred at 220 rpm. Samples were taken regularly at
different time intervals. Samples collected were centrifuged at 16,000
g rpm for 10 min, and the supernatant was analyzed by LC–MS
for alkaloid quantification.
LC–MS Analysis of Alkaloids
Detection of alkaloids
was performed using a Shimadzu LCMS-2020 liquid chromatograph mass
spectrometer. Analysis was carried out on an Onyx Monolithic C18 column
(100 × 4.6 mm, Phenomenex Australia Pty Ltd.), with a linear
gradient of 0–20% buffer B and at a flow rate increased from
1 to 2.5 mL/min over 10 min at 25 °C (buffer A: 0.1% TFA in water;
buffer B: 0.1% TFA in acetonitrile). Detector wavelength was set up
at 285 nm with a reference wavelength set at 360 nm. Alkaloid compounds
in biotransformation samples were identified by comparing to alkaloid
standards, referring to both RT (neopine at 7.3 min, codeine at 8.1
min, thebaine at 11.4 min) and mass to charge ratio (m/z) (neopine m/z = 300, codeine m/z = 300, thebaine m/z = 312). Shimadzu LabSolutions software
was used to integrate the peak area for each compound to quantify
the concentration of alkaloid in each sample by referring to the peak
area of alkaloid standard series with concentration ranging from 67
to 333 μg/mL. Both sample and standard solutions were injected
into the LC–MS column with a 10 μL injection volume for
analysis.
Authors: Thilo Winzer; Valeria Gazda; Zhesi He; Filip Kaminski; Marcelo Kern; Tony R Larson; Yi Li; Fergus Meade; Roxana Teodor; Fabián E Vaistij; Carol Walker; Tim A Bowser; Ian A Graham Journal: Science Date: 2012-05-31 Impact factor: 47.728
Authors: Elena Fossati; Andrew Ekins; Lauren Narcross; Yun Zhu; Jean-Pierre Falgueyret; Guillaume A W Beaudoin; Peter J Facchini; Vincent J J Martin Journal: Nat Commun Date: 2014 Impact factor: 14.919