- Research article
- Open Access
Adaptation of Scheffersomyces stipitis to hardwood spent sulfite liquor by evolutionary engineering
Biotechnology for Biofuels volume 8, Article number: 50 (2015)
Hardwood spent sulfite liquor (HSSL) is a by-product of acid sulfite pulping process that is rich in xylose, a monosaccharide that can be fermented to ethanol by Scheffersomyces stipitis. However, HSSL also contains acetic acid and lignosulfonates that are inhibitory compounds of yeast growth. The main objective of this study was the use of an evolutionary engineering strategy to obtain variants of S. stipitis with increased tolerance to HSSL inhibitors while maintaining the ability to ferment xylose to ethanol.
A continuous reactor with gradually increasing HSSL concentrations, from 20% to 60% (v/v), was operated for 382 generations. From the final obtained population (POP), a stable clone (C4) was isolated and characterized in 60% undetoxified HSSL. C4 isolate was then compared with both the parental strain (PAR) and POP. Both POP and C4 were able to grow in 60% undetoxified HSSL, with a higher capability to withstand HSSL inhibitors than PAR. Higher substrate uptake rates, 7% higher ethanol efficiency and improved ethanol yield were obtained using C4.
S. stipitis was successfully adapted to 60% (v/v) undetoxified eucalyptus HSSL. A stable isolate, C4, with an improved performance in undetoxified HSSL compared to PAR was successfully obtained from POP. Owing to its improved tolerance to inhibitors, C4 may represent a major advantage for the production of bioethanol using HSSL as substrate.
Over the last two decades, second generation (2G) bioethanol, that is bioethanol produced from lignocellulosic feedstock, has received increasing attention worldwide. Tested feedstocks include lignocellulosic forest or agricultural residues and industrial by-products [1-3]. But spent sulfite liquors (SSLs) that are by-products from pulp and paper industry produced in large scale can also be considered promising for 2G bioethanol production . SSL is the main effluent resulting from the acid sulfite-pulping process of wood  and contains significant amounts of dissolved organic matter (COD > 100,000 mgO2.L−1) . SSL is normally concentrated by evaporation and then burned for energy generation and base recovering .
The potential of SSL from hardwood (HSSL) as raw material for bioprocesses has not been fully exploited yet , mostly, because HSSL is rich in pentose sugars whose fermentation into bioethanol is considered a challenge for a majority of microorganisms [4,6]. In that context, Scheffersomyces stipitis could be an interesting biocatalyst as it is one of the most efficient yeasts to naturally ferment pentoses to ethanol under appropriate oxygenation conditions . However, HSSL also contains significant amounts of acetic acid (8 to 11 g.L−1) and lignosulfonates (60 to 80 g.L−1), known microbial inhibitors that limit the possibility of its bioprocessing [4,8,9]. Xavier et al. indeed observed that S. stipitis NRRL Y-7124 could not grow in medium containing over 40% (v/v) eucalyptus-based HSSL without a previous detoxification process . From the tested HSSL bio-detoxification methods, the use of the filamentous fungus Paecilomyces variotii NRRL-1115 provided the more sustainable process to obtain a suitable substrate for further S. stipitis growth and fermentation . However, during the fungal bio-detoxification step, only part of the inhibitors was removed, which resulted in a final ethanol yield lower than the one attained using HSSL detoxified by ion exchange resins, a more expensive option .
It is well known that yeasts, such as Saccharomyces cerevisiae, can adapt gradually to tolerate and grow in the presence of inhibitors, or other harsh environmental conditions [11-13]. In addition, evolutionary engineering strategies have been successfully applied to S. cerevisiae for optimizing bioethanol production from lignocellulosic materials, by improving, for instance, simultaneous fermentation of xylose and arabinose , by enhancing the tolerance to high temperature and inhibitors  and by improving the tolerance to hydrolysates of lignocellulosic biomass . In contrast, only limited attempts to adapt S. stipitis to typical inhibitors present in SSLs have been reported . Mohandas et al. adapted S. stipitis to high acetic acid concentrations using shake flasks cultures with increasing acid levels . The obtained mutant showed a shorter fermentation time, a higher ethanol yield and tolerance to acetic acid in wood hydrolysates at lower pH . Using also shake flasks cultures, Nigam was able to obtain a mutant of S. stipitis adapted to an acidic hydrolysate of hardwood hemicellulose with improved growth and providing higher ethanol yield . Later, this approach was used to adapt S. stipitis to a red oak HSSL, improving the ethanol fermentation yield . Using random mutagenesis, Bajwa et al. obtained mutants of S. stipitis with enhanced tolerance to HSSL inhibitors and the capacity to generate higher ethanol yields than the parental strain . Another mutant strain, obtained by Hughes et al. using UV mutagenesis , was able to grow anaerobically on xylose/glucose substrate and showed a higher ethanol production than an industrial strain of S. cerevisiae . Therefore, random mutation plus a natural selection of strains can be a good alternative to the classical genomic approaches, in order to obtain more robust yeasts. These methods are particularly useful since they provide resistant yeasts to multiple stress factors [12,22].
The studies described were performed either in shake flasks, that is under conditions where oxygenation, pH and growth state are undefined, or through mutagenesis, where many additional unwanted mutations can be generated. Therefore, the main purpose of the present study was to improve S. stipitis tolerance towards undetoxified Eucalyptus globulus HSSL by long-term fermentation in a continuous stirred tank reactor (CSTR) with controlled conditions. The CSTR was operated for 382 generations with increasing HSSL concentrations, from 20% to 60% (v/v). From the obtained final population in the CSTR (POP), ten isolates were randomly selected from the fastest grown colonies and characterized in the presence of 60% (v/v) of undetoxified HSSL. The most efficient isolate was selected and characterized, together with both POP and the parental strain (PAR), in a batch reactor with 60% (v/v) undetoxified HSSL.
Continuous adaptation of S. stipitis to HSSL
A continuous stirred tank reactor (CSTR) with the objective to adapt S. stipitis to higher concentrations of inhibitors was operated with increasing undetoxified HSSL concentrations (Figure 1), while maintaining a sugar concentration corresponding to undiluted HSSL (25 g.L−1 xylose and 2.3 g.L−1 glucose). Initially, the CSTR worked for 280 h with chemically defined (CD) medium, and during this period, xylose was consumed at a rate of 1.0 g.L−1.h−1. When HSSL started to be pumped into the reactor, xylose consumption decreased to 0.74 g.L−1.h−1. Similarly, ethanol volumetric production rate also decreased from 0.17 to 0.13 g.L−1.h−1. However, along the several increments in HSSL concentration (from 20% to 60%), no substantial variation in the substrate consumption was further observed (Figure 1). The consumption of xylose was 0.85 ± 0.08 g.L−1.h−1 and of glucose was 0.46 ± 0.06 g.L−1.h−1. No consumption of acetic acid was observed along the CSTR operation. In contrast to sugars, ethanol production rate increased to 0.30 g.L−1.h−1 with 30% HSSL, stabilizing through the subsequent HSSL increments (from 30% to 60%) and averaging 0.31 ± 0.01 g.L−1.h−1. The CSTR was ended after 382 generations when the culture reached a steady state with 60% (v/v) of undetoxified HSSL.
Isolation and evaluation of isolates in shake flasks
The final population obtained in the CSTR (named POP) was plated into solid YMxyl medium containing 60% (v/v) undetoxified HSSL and the first ten isolated colonies to grow were selected. In order to verify the stability of the acquired phenotype for the ten adapted isolates (C1 to C10), each one was plated for ten sequential transfers under non-selective conditions (YMxyl plates without any HSSL). After the plating sequence, the ten isolates were tested in liquid cultures of CD medium with 60% (v/v) undetoxified HSSL and compared to PAR and POP for maximum specific growth rate, xylose, glucose and acetic acid uptake rates and ethanol production rate (Figure 2).
POP achieved a higher μ max (0.118 h−1) than PAR (0.095 h−1). The μ max attained by the different isolates was generally similar to the one achieved by POP. Amongst the isolates, C4 displayed the highest μ max (0.174 h−1) and also the highest xylose uptake rate (0.532 g.L−1.h−1). C4 was also amongst the five isolates (C1 to C5) that attained the highest glucose consumption rates with an average of 38.5 ± 2.5 mg.L−1.h−1 presenting 32.8 mg.L−1.h−1 (Figure 2). Finally, C4 was amongst the isolates the one with the highest acetic acid uptake rate (209 mg.L−1.h−1) (Figure 2).
Ethanol production rate was lower in POP (2.01 mg.L−1.h−1) than in PAR (20.9 mg.L−1.h−1), and all isolates displayed intermediate level between POP and PAR, with an average production rate of 5.63 ± 1.19 mg.L−1.h−1 (Figure 2). The lowest ethanol production rate was observed in an experiment with C9, 3.38 mg.L−1.h−1, and the highest rate was achieved by C2, 7.62 mg.L−1.h−1. Nevertheless, C4 attained an ethanol production rate of 6.30 mg.L−1.h−1, closer to the one achieved by C2 (Figure 2). For all these facts, C4 was chosen to be further studied.
Comparison of PAR, POP and C4 in bioreactor
Table 1 shows the kinetic and stoichiometric parameters obtained in batch bioreactors by PAR, POP and C4. All the tests were performed until the stationary phase was reached and, consequently, the duration of each batch was different. PAR and POP gave a similar batch duration, 61 and 62 h, respectively (Figure 3B,C), whereas C4 needed 91 h (Figure 3A) to reach the stationary phase. Major differences in the kinetic parameters were also observed between PAR, POP and C4 (Table 1). Despite similar μ max (0.037 h−1) for POP and PAR, the final biomass concentration achieved by POP was 2.6 higher (3.75 g.L−1) than the one attained by PAR (1.45 g.L−1) (Table 1). However, C4 achieved the highest μ max (0.067 h−1) but the final biomass (3.57 g.L−1) was similar to POP. Although C4 had the highest μ max, the deceleration phase was longer than the one showed by POP so C4 ended up with a longer fermentation time and both cultures achieved a similar final biomass value. The colony-forming units (CFU) obtained from POP (3.5 × 108 cells.mL−1) and C4 (2.4 × 108 cells.mL−1) were four and three times higher, respectively, than those from PAR (7.8 × 107 cells.mL−1).
The substrate consumption rates were lower in PAR fermentation (Table 1). POP attained the highest xylose uptake rate (0.33 g.L−1.h−1). C4 achieved a lower xylose consumption rate (0.22 g.L−1.h−1) than POP but still higher than the one attained by PAR (0.10 g.L−1.h−1). Moreover, the amount of xylose consumed by POP and C4 was similar, 20.7 and 20.4 g.L−1, respectively. On the contrary, PAR consumed less than a third of the xylose consumed by POP or C4, only 6.1 g.L−1. The acetic acid uptake rate was similar for POP and C4 (0.05 g.L−1.h−1), while PAR presented a lower rate. The glucose uptake rate was similar in all trials (Table 1). Considering the maximum ethanol concentration, PAR attained the lowest value (1.76 g.L−1), while POP reached the highest with 6.93 g.L−1. The ethanol conversion efficiency was 51% for POP, 32% for C4 and only 26% for PAR.
Evolutionary engineering was used to obtain a stable isolate of S. stipitis NRRLY-7124 strain that would tolerate the inhibitory compounds present in HSSL, thereby enabling growth and bioethanol production without preliminary detoxification step. By increasing HSSL concentrations in a CSTR, a HSSL-tolerant population was obtained, from which the promising isolate C4 was selected. C4 was able to better withstand undetoxified 60% HSSL, with improved sugar and acetic acid uptake and increased biomass and ethanol production as compared to the original strain (PAR). And although its performances were slightly below those of the population from which it was originated (POP), C4 was a stable tolerant strain in contrast to POP.
All the POP isolates that were analysed presented distinct behaviour in terms of sugar and acetic acid uptake rates, biomass and ethanol production, indicating that POP was a heterogeneous population of S. stipitis. According to Holland et al. a population heterogeneity is usually observed in polluted environments, indicating that heterogeneity is positively related to survival capacity under adverse conditions . Heterogeneity of yeast populations obtained by evolutionary engineering is a commonly observed phenomenon, as discussed previously . Certainly, the harsh conditions that resulted from HSSL composition imposed to S. stipitis along 382 generations in CSTR promoted the build-up of a heterogeneous population capable of better withstanding the inhibitors due to the yeast cells diversification actions (for example, detoxification, growth, fermentation). This heterogeneity within POP can then be seen as an advantage during the adaptation process, helping and improving the fermentation process since part of the population could be responsible for the medium detoxification at the expense of energy, allowing the other part to grow and ferment in the same medium.
During all the adaptation process, the ethanol production rate was low, attaining a final value (at 60% HSSL) of 0.32 g.L−1.h−1 only. This was, however, expected for S. stipitis under conditions of full aerobicity . But aerobic conditions were chosen in order to speed up the adaptation process, as yeast cell growth and rapid increase in number of generation were needed for the adaptation. Also, in the shake flasks experiment, the conditions imposed (agitation rate of 180 rpm and a working volume of only 10% of the total Erlenmeyer volume) promoted respiratory metabolism and growth, although oxygen concentration was not measured. All these facts were probably the reason why the difference in ethanol production rate between PAR and the isolates was so noticeable, during the shake flasks evaluation experiments. Adaptation conditions were chosen to allow S. stipitis growth in HSSL, so POP’s main priority was to grow in the presence of all inhibitors. We hypothesize that a shift in yeast metabolism was observed, when HSSL started to be fed to the reactor, as both xylose uptake and ethanol production rates started decreasing, whereas glucose uptake rate increased. This could mean that the population was redirecting its metabolism towards growth and ATP generation as a result of the introduction of HSSL inhibitors that increased the energetic needs of the culture. By activating the cells’ survival mechanisms, additional energy supplies must be generated with metabolic production of higher levels of ATP, which would explain why yeast cells redirected the carbon flux from the alcoholic fermentative metabolism to the aerobic growth metabolism, that is a more energetic one .
The bioreactors batch tests were performed with the oxygen feed controlled at 0.24 L.min−1 and with 60% of HSSL in order to evaluate the differences in bioethanol production between C4, PAR and POP at a lower aeration rate. In this experiment, C4 achieved an ethanol conversion efficiency of 32%, higher than the one attained by PAR (26%). Bajwa et al. were able to achieve a 50% ethanol conversion efficiency in wood hydrolysates with two mutant strains of S. stipitis obtained by genome shuffling in a hardwood SSL . Nevertheless, the operational conditions used by Bajwa et al. were different than the ones used in this study, a high cell density inoculum was used and the fermentation was performed with poplar hydrolysate. Also, the approach used to obtain the isolates was different but both aimed at the achievement of more robust S. stipitis strains. For higher ethanol titers, micro-aerophilic conditions with a tight oxygen control are needed , and the required level depends not only on the strain used but also on the fermentation medium. Further studies will now be performed in order to determine the optimal aeration conditions for bioethanol production from undetoxified HSSL by C4.
S. stipitis was successfully adapted to 60% (v/v) undetoxified eucalyptus HSSL. The obtained population showed significant improvements compared with the parental strain, when grown in undetoxified HSSL. A stable isolate, C4, with an improved performance in undetoxified HSSL compared to the parental strain was successfully obtained from it. C4 achieved higher substrate uptake rates and ethanol conversion efficiency (32%) than the parental strain, thereby representing a major advantage in the bioprocessing of HSSL, which can lead to the industrial application of S. stipitis in biorefineries.
HSSL supply and pre-treatment
HSSL from magnesium-based acid sulfite pulping of E. globulus was supplied by Caima-Indústria de Celulose SA - ALTRI (Constância, Portugal). Pre-evaporated HSSL was collected and chemically pre-treated by adjusting the pH to 7.0 with KOH pellets, followed by aeration with compressed air for 2 h.L−1. The precipitated colloids were removed by centrifugation at 5,000 rpm (4,696 × g) during 20 min at 4°C in a Thermo Scientific Heraeus Megafuge 16R centrifuge (Waltham, MA, USA), and the supernatant was filtered using a 1.0-μm glass microfiber filter Fioroni grade 260 (Ingré, France).
Microorganism and media
S. stipitis NRRL Y-7124 (PAR) was gently supplied by the Agricultural Research Service Culture Collection at the National Center for Agricultural Utilization Research, USDA. The yeast culture was grown at 28°C ± 0.5°C, maintained at 4°C on YM agar slants (3.0 g.L−1 yeast extract, 3.0 g.L−1 malt extract, 5.0 g.L−1 peptone) supplemented with 10.0 g.L−1 glucose and 20.0 g.L−1 agar.
In all experiments, colonies from YM agar slants were inoculated in a CD medium containing 5.0 g.L−1 (NH4)2SO4; 0.5 g.L−1 MgSO4.7H2O, 3.0 g.L−1 KH2PO4, vitamins and trace elements as previously reported  and the appropriate sugar concentration. All liquid cultures were performed so that they always contained the same initial concentration of sugars as in HSSL (25 g.L−1 xylose and 2.3 g.L−1 glucose) . CD medium was buffered at pH 5.5 with 50 mM potassium hydrogen phthalate . Erlenmeyer flasks with a working volume that corresponded to 10% (v/v) of the total flask volume were used at 180 rpm and 28°C.
A 2-L B. Braun Biotech International Controller micro DCU-300 bioreactor (Melsungen, Germany) with a working volume of 1 L was set up to perform the continuous adaptation of S. stipitis to increasing concentrations of HSSL. Stirring was controlled at 300 rpm and temperature set at 28°C. The pH was maintained at 5.5 by addition of 3 M KOH or H2SO4, and air was supplied at a flux of 0.3 L.min−1. Before starting the continuous operation, the reactor was operated in batch mode with CD medium in order to increase biomass concentration. Two separated pumps were used to feed HSSL and CD medium to the reactor so that HSSL concentration could be varied from 0% to 60% (v/v), and the flux of each pump was calibrated in order to obtain a dilution rate of 0.2 h−1. The percentage of HSSL was increased after the cells had reached a steady state. The reactor was operated for 382 generations with increasing HSSL percentage until 60% (v/v). Samples were taken every day for OD620nm in a Shimadzu UV-Mini 1240 spectrophotometer (Kyoto, Japan) and high-pressure liquid chromatography (HPLC) analysis. The final population (POP) obtained in the CSTR was stored at −80°C in 20% (v/v) glycerol solution.
Isolation and characterization of POP isolates
POP cells were plated in agar slants containing 40% YM supplemented with 10 g.L−1 xylose (YMxyl) and 60% HSSL (v/v). Ten colonies were selected randomly from the fastest grown colonies and individually streaked in non-selective YMxyl medium. The isolates were designated from C1 to C10 and each one re-streaked ten times in YMxyl. For the isolates characterization in HSSL, cells were inoculated in 100 mL Erlenmeyers with 10 mL of CD medium containing 60% (v/v) of HSSL and the growth of the ten isolates together with PAR and POP in HSSL was assessed by measuring OD620nm overtime. Samples were taken at the beginning and the end of each fermentation, for HPLC analysis. Biological duplicates were performed. After this screening, the clone showing the most effective growth was chosen to be further characterized and compared with PAR and POP in batch reactor tests.
Batch reactor tests
Batch tests to compare the ability of producing bioethanol from undetoxified HSSL of C4, POP and PAR were carried out in a 1-L B. Braun BioLab reactor (Melsungen, Germany), using 800 mL of working volume and automatic control to operate at 28°C with 240 rpm, an aeration feeding of 0.24 L.min−1 and pH 5.5 by addition of 3 M KOH or H2SO4. Tests were performed with CD medium containing 60% of HSSL (v/v). Samples were taken over time for OD620nm and HPLC analysis and at the end of each test for dry weight and CFU determinations. Each batch reactor corresponded to a single experiment.
Cell dry weight was determined at the end of the fermentations. Five millilitres of samples were filtered with 0.45-μm pore diameter membranes from Whatman ME 25/21 ST (Maidstone, England) and washed with 15 mL of distilled water. Each filter was then dried at 100°C until constant weight. Determinations were performed in triplicate.
CFUs were determined at the end of each fermentation by performing serial dilutions of 500 μL of sample into 4.50 mL of sterile 0.9% NaCl. One hundred microliters of the selected dilutions were then plated in YM solid medium and incubated for 48 h at 28°C.
Glucose, xylose, acetic acid and ethanol were analysed by VWR-Hitachi LaChrom Elite® HPLC system (Tokyo, Japan) using a 10-μm EurokatH from Knauer (Berlin, Germany) ion exchange column, 300 × 7.5 mm with an Gecko 2000 oven (Hattersheim, Germany) set at 40°C and refraction index detector Hitachi RI Detector L-2490 (Tokyo, Japan). The eluent was sulphuric acid 0.01 N, with a flow rate of 0.4 mL.min−1. All samples were centrifuged and filtered off with 0.20-μm filters CoStar Spin-X (Corning, NY, USA) before the analysis. A standard calibration curve was obtained by injecting standards and used for all analysed compounds.
Calculations of substrate consumption and product formation rates
In the shake flasks experiments, volumetric uptake or production rates were calculated by the average between the consumed compounds or produced compound values over time from two biological duplicates. For the batch reactor tests, volumetric uptake and production rates were determined at the end of the batch (average rates) or at the maximum ethanol concentration (maximum rates) that were evaluated from the sampling over time.
chemical oxygen demand
continuous-stirred tank reactor
high-pressure liquid chromatography
hardwood spent sulfite liquor
spent sulfite liquors
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This work was partly developed within the scope of the project CICECO-Aveiro Institute of Materials (Ref. FCT UID/CTM/50011/2013), financed by national funds through the FCT/MEC and when appropriate co-financed by FEDER under the PT2020 Partnership Agreement. VSN was partly funded by the Swedish National Energy Administration (Energimyndigheten). Authors acknowledge Prof. Dmitry V. Evtyugin for helpful consultations regarding the HSSL and Eng. A. Prates from CAIMA - ALTRI Group, Indústria de Celulose S.A., Constância, Portugal for providing the HSSL. Authors also thank FCT for the PhD grant of S. R. Pereira (SFRH/BD/64552/2009).
The authors declare that they have no competing interests.
SRP performed the strain adaptation, the shake flasks tests and the C4 batch reactor test. VSN participated in the study planning, experimental design and manuscript revision. CJRF helped with the shake flasks tests and performed the PAR batch reactor experiment. MFG planned the study and revised the manuscript. AMRBX and LSS conceived the original adaptation idea and revised the manuscript. All the authors read and approved the final manuscript.
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Pereira, S.R., Sànchez i Nogué, V., Frazão, C.J.R. et al. Adaptation of Scheffersomyces stipitis to hardwood spent sulfite liquor by evolutionary engineering. Biotechnol Biofuels 8, 50 (2015). https://doi.org/10.1186/s13068-015-0234-y
- Hardwood spent sulfite liquor (HSSL)
- Scheffersomyces stipitis
- Lignocellulosic inhibitors
- Evolutionary engineering