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Metabolic engineering of
An isogenic pair of yeast strains was derived from
Integration of enzyme and strain engineering to enhance utilization of NADH in the XR-catalyzed conversion of xylose results in notably improved fermentation capabilities of recombinant
Rising oil prices and a growing awareness of a possible climate change caused by greenhouse gas emission have recently led to rekindled interest in bioethanol as a CO2-neutral liquid fuel. Lignocellulose will be the prime choice of feedstock for the production of bioethanol if major technical problems in its conversion can be overcome [
Initial efforts of strain engineering in
We have recently employed structure-guided site-directed mutagenesis to change the coenzyme preference of
Two isogenic yeast strains were derived from the laboratory strain
Relevant genotypes and phenotypes of strains BP000 and BP10001
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| BP000 | CEN.PK 113-5D ura3::(GPDp-XKS1-CYC1t, GPDp- |
Produces |
| BP10001 | CEN.PK 113-5D ura3::(GPDp-XKS1-CYC1t, GPDp- |
Produces |
GPDp and CYC1t stand for the
XR, XDH and XK activities in crude cell extracts of BP000 and BP10001. Cells were grown aerobically on a mixed sugar substrate containing 20 g/L of each glucose and xylose and were then disrupted with Y-Per.
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| BP000 | NADH | 0.15 ± 0.01b | 1.1 ± 0.1 | 1.7 ± 0.2 |
| NADPH | 0.18 ± 0.01 | |||
| BP10001 | NADH | 0.26 ± 0.01 | 1.3 ± 0.1 | 2.4 ± 0.1 |
| NADPH | 0.33 ± 0.01 | |||
| Cen.PK 113-7D | NADH | n.d.c | n.d. | 0.14 ± 0.04 |
| NADPH | 0.008 ± 0.003 | |||
a Activities measured using a coenzyme concentration of 350 μM and a xylose concentration of 700 mM
b Mean values ± S.D. from three independent experiments including cultivation and disruption of cells and measurement of protein and activity
c n.d. not detectable.
Figure
Batch conversions of xylose by glucose-grown resting cells of BP000 and BP10001 were carried out under oxygen-limited reaction conditions ([O2] ≤ 20 μM) in shake flasks using a mineral medium that contained 20 g/L sugar. Typical fermentation time courses are shown in Figure
Comparison of xylose fermentation by the recombinant
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| Shake flask (oxygen limited) | Bioreactor (anaerobic) | Shake flask (oxygen limited) | Bioreactor (anaerobic) | |
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0.07 | 0.06 | 0.07 | 0.08 d |
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0.24 | 0.24 | 0.34 | 0.34 |
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0.35 | 0.39 | 0.17 | 0.19 |
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0.091 | 0.048 | 0.063 | 0.021 |
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0.019 | 0.019 | 0.031 | 0.020 |
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93%c | 101% | 94%c | 96% |
a Xylose uptake rates (
b Yields (
c For the calculation of the carbon balance, it was assumed that one mole of CO2 was formed per mol of ethanol or acetate
The given values were obtained by analyzing samples taken in the range 45 – 60% xylose consumption. Shake flask experiments were done in triplicates, bioreactor experiments in duplicate. Mean values are shown. Their relative S.D. was < 5% with the exception of values of
To verify the results of shake flask experiments under well controlled fermentation conditions where in particular the concentration of dissolved oxygen was monitored continuously, we compared anaerobic conversions of xylose (20 g/L) by BP10001 and BP000 carried out in a Braun Biostat bioreactor. Results are summarized in Figure
Biochemical constraints dictate that anaerobic conversion of xylose into ethanol is possible only when XR and XDH have matching coenzyme specificities [
Protein engineering has therefore been pursued to make the coenzyme specificity of XR or XDH better compatible with that of the corresponding partner enzyme of the xylose pathway. Following the early studies by Metzger and Hollenberg [
Successful creation of a highly active XR mutant featuring a substantially lower preference for NADPH than the wild-type enzyme has strongly benefited from crystal structures of the enzyme from
The discussion will focus on physiological effects observed in stable xylose-fermenting strains of
Therefore, the relevant phenotypes of the two isogenic yeast strains constructed in this work were carefully analyzed. Gene expression under control of the TDH3 promoter yielded levels of specific activity for XR (utilizing NADH), XDH, and XK that were about half those obtained by other groups who used the phosphoglycerate kinase 1 promoter for expressing the genes of the
We were concerned about the difference in specific XR and XK activities found in strains BP000 and BP10001 that was substantially larger than expected from the estimated experimental error of 15 – 20% for the entire procedure of cell disruption and activity measurement. A gene copy number effect can be ruled out considering that (1) chromosomal integration of the three overexpressed genes occurred in a single step; and (2) unlike XR and XK, the specific activity of XDH was identical in both strains. However, for the purpose of strain comparison for xylose fermentation it may be noted that the specific uptake rates for the xylose substrate were very similar in BP000 and BP10001. We therefore regarded the two yeast strains as a suitable system for examining metabolic consequences resulting from the change in XR coenzyme specificity. The unknown source of variation in the specific enzyme activities was not further pursued.
The 52% decrease in xylitol yield resulting from the genetic replacement of wild-type
It is interesting to bring into comparison these data with results of a detailed study by Jeppson et al. [
Despite the expected strong impairment of XR physiological function resulting from the mutation Lys270→Met [
In a continuous culture that used a mixed sugar substrate (10 g/L glucose, 10 g/L xylose), the strain harboring a single gene copy for the K270M mutant produced 8% more ethanol (0.40 g/g) and 41% less xylitol than the corresponding control strain. It was suggested from results of metabolic flux analysis that xylose conversion by the K270M mutant took place exclusively via NADH-dependent reaction while the wild-type form of
Notwithstanding, if we assume that quantitative information about XR performance under
Bacterial transformants were selected on Luria-Bertani medium agar plates supplemented with 112 mg/L ampicillin. Prior to transformation, yeast cells were grown in YPD medium. Transformants were selected on yeast synthetic complete media agar plates prepared from Yeast Nitrogen Base (Sigma, St. Louis, MO, USA) that contained Yeast Synthetic Drop-out Medium Supplements (Sigma) lacking uracil. Xylose fermentations in shake-flask and bioreactor cultivations were performed using a defined mineral medium containing vitamins and trace elements [
Restriction enzymes were from MBI Fermentas (St. Leon-Roth, Germany) or New England Biolabs (Beverly, MA, USA).
In a first step, the promoterless genes for native or K274R-N276D
Cloning strategy for the construction of yeast integrating plasmids Y
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| 1 | pET11- |
Fwd: |
pRS416GPD | pRS416GPD- |
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| pET11- |
Rev: |
pRS416GPD | pRS416GPD- |
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| pBTac1 | Fwd: |
pRS416GPD | pRS416GPD- |
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| XKS1 gene | Genomic |
Fwd: |
pRS416GPD | pRS416GPD-XKS1 | ||
| Rev: |
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| 2 | Gene cassettea XKS1 | pRS416GPD-XKS1 | Fwd: |
YiP5 | YXKS1 | |
| Rev: |
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| 3 | Gene cassette |
pRS416GPD- |
Fwd: |
YXKS1 | Y |
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| 4 | Gene cassette |
pRS416GPD- |
Fwd: |
Y |
Y |
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| Gene cassette |
pRS416GPD- |
Rev: |
Y |
Y |
a Gene cassettes contain
Transformation of plasmids into Top10 competent cells was done by electroporation. Yeast integrating plasmids Y
Oxygen limitation during batch conversion of xylose by BP000 and BP10001 was achieved using 300-mL baffled shake flasks that were tightly closed with rubber stoppers. Two glass tubes were inserted in the stopper, one with a valve for purging with nitrogen and another containing a narrow slit at its closed far end which served as gas outlet. A magnetic stirrer bar (3 cm in diameter) was added to each shake flask. A fluorescence-based fiber-optic sensor (PreSens GmbH, Regensburg, Germany) was used to measure the concentration of dissolved O2 in the medium each time when a sample was taken. The O2 concentration never exceeded a value of 20 μM.
Yeast cells were grown overnight at 30°C and 110 rpm using a defined mineral medium that contained 20 g/L glucose. They were harvested by centrifugation (10 min; 4400
A Braun Biostat C bioreactor equipped with two six-bladed disc impellers was used. The bioreactor had a working volume of 4 L. The ratio of impeller to reactor diameter was 0.4. Fermentations were carried out under conditions exactly comparable to the ones used for shake-flask experiments. The stirrer speed was set to a constant value of 200 rpm. The reactor was sparged with N2 at a flow rate of 0.5 L/min. The pH was controlled at a value of 5.0 through automatic addition of 1 M NaOH.
Carbon balances for xylose fermentation in shake flasks are based on the assumption that 1 mole of CO2 is formed per mole of ethanol and acetate. For carbon balances for fermentations in the bioreactor, CO2 was calculated from the off gas analysis. Due to sparging with N2, ethanol is evaporated from the bioreactor. The rate of ethanol evaporation was determined at a N2 flow rate of 0.5 L/min, measuring by HPLC the decrease in the ethanol concentration as a function of time. Mineral medium lacking biomass was supplemented with 3 concentrations of ethanol between 1 and 4.5 g/L. Time-dependent loss of ethanol from this mixture could be described by a first-order decay function with a rate constant of 4.4 10-3 h-1. Reported values for the ethanol produced include the calculated evaporated alcohol.
Optical density at 600 nm (OD600) was used to monitor cell growth. Cell dry weight (CDW) was determined by filtering 50 mL sample through a 0.45-μm cellulose acetate membrane filter (Sartorius type 111, 47 mm diameter; Satorius, Göttingen, Germany) that had been dried (110°C, 12 h) and weighed prior to use. After two washes of the filter cake with deionized water, the filter was dried overnight at 105°C and then weighed. The relationship between OD600 and CDW was carefully calibrated.
The concentrations of CO2 and O2 in the bioreactor off gas were measured with an IN1313 acoustic gas analyzer (Innova AirTech Instruments, Ballerup, DK) according to instructions by the instrument supplier.
Samples taken from shake flasks or the bioreactor were filtered with a Satorius Minisart RC4 filter and unless used immediately, stored at -20°C. The product distribution resulting from xylose fermentation was analyzed by HPLC. A Merck-Hitachi LaChrome HPLC System equipped with an Aminex HPX-87H (Biorad, Richmond, CA, USA) column, a Merck-Hitachi LaChrome L-7250 autosampler and a Merck L-7490 RI detector was used. The system was operated at 65°C, using a flow rate of 0.6 mL/h for the eluent (5 mM sulfuric acid). Under these conditions, glucose, xylose, xylitol, glycerol, ethanol and acetate could be analyzed quantitatively.
Yeast cells were grown in shake flasks under aerobic conditions at 30°C using a defined mineral medium that contained 20 g/L glucose and was optionally supplemented with 20 g/L xylose. Agitation was at 140 rpm. They were harvested in the mid-exponential growth phase using centrifugation (10 min; 4400
The author(s) declare that they have no competing interests.
All authors have read and approved the final manuscript. BP and BN designed research; BP performed experiments and analyzed data; BP and BN wrote the paper.
Plasmid pRS416GPD was a kind gift of Dr. Harald Pichler (Institute of Molecular Biotechnology, Graz University of Technology).