- Original article
- Open Access
Re-assessment of YAP1 and MCR1 contributions to inhibitor tolerance in robust engineered Saccharomyces cerevisiae fermenting undetoxified lignocellulosic hydrolysate
- Valeria Wallace-Salinas†1,
- Lorenzo Signori†2,
- Ying-Ying Li3, 4,
- Magnus Ask5,
- Maurizio Bettiga5,
- Danilo Porro2,
- Johan M Thevelein3, 4,
- Paola Branduardi2,
- María R Foulquié-Moreno3, 4 and
- Marie Gorwa-Grauslund1Email author
© Wallace-Salinas et al.; licensee Springer 2014
- Received: 3 March 2014
- Accepted: 19 June 2014
- Published: 22 July 2014
Development of robust yeast strains that can efficiently ferment lignocellulose-based feedstocks is one of the requirements for achieving economically feasible bioethanol production processes. With this goal, several genes have been identified as promising candidates to confer improved tolerance to S. cerevisiae. In most of the cases, however, the evaluation of the genetic modification was performed only in laboratory strains, that is, in strains that are known to be quite sensitive to various types of stresses. In the present study, we evaluated the effects of overexpressing genes encoding the transcription factor (YAP1) and the mitochondrial NADH-cytochrome b5 reductase (MCR1), either alone or in combination, in an already robust and xylose-consuming industrial strain of S. cerevisiae and evaluated the effect during the fermentation of undiluted and undetoxified spruce hydrolysate. Overexpression of either gene resulted in faster hexose catabolism, but no cumulative effect was observed with the simultaneous overexpression. The improved phenotype of MCR1 overexpression appeared to be related, at least in part, to a faster furaldehyde reduction capacity, indicating that this reductase may have a wider substrate range than previously reported. Unexpectedly a decreased xylose fermentation rate was also observed in YAP1 overexpressing strains and possible reasons behind this phenotype are discussed.
- Saccharomyces cerevisiae
Production of second-generation bioethanol from lignocellulosic biomass requires robust Saccharomyces cerevisiae strains with improved capacity to cope with the toxic compounds formed during the biomass pre-treatment, among which are 5-hydroxymethylfurfural (HMF), furfural, weak organic acids and phenolic compounds (Parawira and Tekere ). This has led to extensive studies to decipher mechanisms behind the compounds toxicity and the yeast natural tolerance responses to them and, among others, genes involved in detoxification and yeast tolerance to individual inhibitors have been identified, such as ADH6, HAA1 or PMA1 (Haitani et al. ; Mira et al. ; Petersson et al. ); for a more exhaustive review, see (Almeida et al. [2009a]; Liu ). YAP1 is another interesting candidate for industrial strain engineering because it encodes a transcription factor (Yap1p) that simultaneously controls a wide range of stress-related targets (Toone and Jones ). Notably, its overexpression has a beneficial role in the response of laboratory S. cerevisiae towards HMF, furfural, and different concentrations of hydrolysate (Alriksson et al. ; Kim and Hahn ; Ma and Liu ; Sundström et al. ). Another interesting and complementary candidate for gene overexpression is MCR1 that encodes the mitochondrial NADH-cytochrome b5 reductase (Hahne et al. ; Meineke et al. ). Previous experiments performed in our group revealed that overexpression of MCR1 in S. cerevisiae resulted in a reduced lag phase and faster growth rate when the yeast was grown with high concentrations of acetic acid (Signori et al., personal communication). This weak acid is one of the inhibitors directly affecting xylose metabolism in S. cerevisiae (Almeida et al. ; Bellissimi et al. ; Casey et al. ; Helle et al. ). Still, considering that many of the studies about strain improvement towards hydrolysate-derived inhibitors concern laboratory strains, it is difficult to predict the real effect of these changes in an industrial, and more robust, strain background.
The objective of the present study was to evaluate the effect of overexpressing YAP1 and MCR1, either alone or in combination, in process-like conditions, that is using a robust industrial S. cerevisiae strain and undetoxified lignocellulosic hydrolysate. For this, the strain GSE16 was chosen as background strain for engineering since it combines a robust industrial background with the ability to ferment xylose, using the xylose isomerase pathway (Demeke et al. [2013b]). This robust strain was developed by a combination of different strategies including rational metabolic engineering, mutagenesis, evolutionary engineering, genome shuffling and meiotic recombination (Demeke et al. [2013a],[b]). Moreover, and as part of the genetic engineering strategy used in the current study, the overexpression of YAP1 was combined with the deletion of the chaperone-encoding gene APJ1 since deletion of this gene has been previously reported to enable growth on rich medium at inhibitory ethanol concentrations for the parental strain (Swinnen et al. ). The relevance of overexpressing YAP1 and MCR1 in an industrial background was confirmed for undetoxified spruce hydrolysate fermentation. We also uncovered unexpected interactions between YAP1 overexpression and xylose metabolism.
Saccharomyces cerevisiae strains used in the current work
Mat a, ura 3–52, his2∆1, leu 2-3/112
(van Dijken et al. )
[pYX012; pYX022; pYX042]
S. cerevisiae industrial strain
(Almeida et al. [2009b])
GS1.11-26 + backcrossing with a segregant of Ethanol Red that is tolerant towards acetic acid; MAT α/ α
(Demeke et al. [2013b])
GSE16 - YAP1
GSE16-APJ1-1:: TDH3 p-YAP1-CYC1 t
GSE16 - MCR1
GSE16- YLR446W-1::TPI p-MCR1
GSE16 - MCR1-YAP1
GSE16- YLR446W-1::TPI p-MCR1, APJ1-1:: TDH3 p-YAP1-CYC1 t
GSE16 - ΔΔAPJ1
Plasmids used in the current work
Multicopy URA3 2 μm TDH3 p-CYC1 t
(Mumberg et al. )
TDH3 p-YAP1-CYC1 t
kanMX flanked by loxP sites
(Güldener et al. ) (EUROSCARF; accession number P30114)
YE-plac 112 KanR
(Jeppsson et al. )
YE-plac 112 KanR-YAP1
TDH3 p-YAP1-CYC1 t
Thermo Scientific, Belgium
Multicopy, KanMX under TEFp
TDH3 p-YAP1-CYC1 t – KanMX attB/attP system; integrative
multi-purpose cloning vector with dual kanamycin/ampicillin resistance.
Novagen (EMD Millipore)
pSTBlue-1 with the YLR446W gene cloned into the multiple cloning region
Integrative; URA3; TPI1p
R&D System, Inc., Wiesbaden, D
pYX012, with the KanMX cassette flanked by loxP sites, deriving from pUG6
pYX012- LoxPKanMXLoxP with the MCR1 gene inserted in the MCS under the control of the TPI1 promoter
pSTBlue-YLR446W with the LoxPKanMXLoxP-MCR1 cassette, deriving from pYX012 LoxPKanMXLoxP-MCR1, inserted into the YLR446W sequence
Centromeric plasmid, GAL1p-cre, bler
(Gueldener et al. ) (EUROSCARF; accession number P30122)
pJET1,2- attB-hph- attP
Multicopy, hph under TEFp
Multicopy, PhiC31 integrase
Molecular biology methods
Standard molecular biology methods were used for all cloning procedures. (Sambrook and Russel ). ThermoScientific GeneJET plasmid miniprep kit (ThermoScientific, Lithuania) was used for plasmid extraction. E.Z.N.A CyclePure Kit (Omega Biotek, USA) was used for purification of polymerase chain reaction (PCR) products. Qiagen Qiaquick gel extraction kit (Qiagen GmbH, Germany) was used to extract DNA from agarose gels. All DNA-modifying enzymes were purchased from ThermoScientific. Primers for PCR and sequencing of DNA constructs were ordered from and performed by MWG (MWG-Biotech AG, Germany). All primers are shown in Additional file 1: Table S1. Transformation of E. coli was performed using the Inoue Method (Sambrook and Russel ). Either the lithium acetate (LiAc) method (Gietz et al. ), a modified version of it that uses dimethyl sulfoxide (DMSO) (Hill et al. ) or electroporation (Benatuil et al. ), were used as transformation methods of S. cerevisiae.
Construction of plasmids pJET1,2-attB-KanMX-attP, pJET1,2-attB-hph-attP and pBEVY-Nat-PhiC31
The antibiotic markers KanMX and hph expressed under the TEF promoter and terminator were amplified with the primers Fw-A1-attP-tefpr and Rv-A2-attB-teft and cloned into pJET1,2 (Thermo Scientific, Belgium) following the protocol of the kit. The resulting plasmids were called pJET1,2-attB-KanMX-attP and pJET1,2-attB-hph-attP respectively. The PhiC31 integrase was amplified from pCMVInt (Addgene, Cambridge, Massachusetts, USA) using the primers Fw-PstI-PhiC31 and Rv-BamHI-PhiC31 and cloned into the Pst I and Bam HI sites of pBEVY-Nat giving the pBEVY-Nat-PhiC31.
Construction of S. cerevisiae strains
S. cerevisiae GSE16-YAP1
The open reading frame of the YAP1 gene was amplified from S. cerevisiae strain TMB3500 (Almeida et al. [2009b]), using primers YAP1-F and YAP1-R. The amplicon was ligated into p426GPD (Mumberg et al. ) resulting in p426GPD-YAP1 used for transformation of E. coli DH5α cells and followed by sequence verification. The cassette from p426GPD-YAP1 was amplified using primers GPD-YAP1-F and CYC1t-YAP1-R. The amplified cassette was ligated into pUG6 after restriction with Aat II and Pvu II, resulting in pUG6-YAP1. Amplification of the two homologous regions (HR) used for integration of the YAP1 cassette into the APJ1 locus were performed from S. cerevisiae GSE16 (Demeke et al. [2013b]) with primers HR1-F/HR1-R and HR2-F/HR2-R. Amplicon for RH2 was first ligated into pUG6-YAP1 and transformed into E. coli DH5α cells resulting in pYAP1-HR2. Amplicon for HR1 was ligated into pYAP1-HR2 and transformed into E. coli DH5α cells resulting in pYAP1-HR2-HR1. The selection cassette (KanMX) flanked by the attB and attP sites was amplified from pJET1,2-attB-KanMX-attP using attBP-F and attBP-R. The amplicon was ligated into pYAP1-HR2-HR1 and transformed into E. coli NEB 5-alpha resulting in p-intYAP1. The nucleotide sequence of each amplicon was verified after every subsequent cloning step. S. cerevisiae strain GSE16 was used for expression of the YAP1 construct. In this strain, the expression cassette containing the transcription factor YAP1 was integrated by linearization of the integrative cassette using Aat II and Not I, followed by transformation using a DMSO-modified version of the LiAc method (Hill et al. ). The selection of colonies was done on YNB plates with 150 μg.mL−1 geneticin G418 (Sigma). Verification of the correct insertion (APJ1 locus) was done by sequencing using primers Ver.ins1-F/Ver.ins1-R and Ver.ins2-F/Ver.ins2-R. The resulting strain was named GSE16-YAP1.
S. cerevisiae GSE16-MCR1
The open reading frame of MCR1 was amplified from CEN.PK 102-5b using primers MCR1-F and MCR1-R. The amplified DNA fragment (1544 bp) was cloned into pSTBlue (Eco RV site) and used to transform E. coli DH5 α cells. A 1.5 Kb Eco RI fragment containing MCR1 was isolated from pSTBlue-MCR1 and cloned into the MCS of the yeast integrative plasmid pYX012, resulting in pYX012-MCR1. In parallel, the ORF YLR446W was amplified from S. cerevisiae CEN.PK 102-5b using primers YLR446W-F and YLR446W-R and cloned into pSTBlue (Eco RV site) resulting in pSTBlue-YLR446W. The selection cassette (KanMX) flanked by two LoxP sites was amplified from pUG6 using primers YLR446W Lox-F and Lox-R, and cloned into pYX012-MCR1 plasmid (Kpn I site). The expression cassette (LoxPKanMXLoxP + promoter + MCR1 ORF + terminator) was amplified using primers YLR446W Lox-F and YLR446W TER-R and cloned into pSTBlue-YLR446W after restriction with Btg I and Bsr GI (this double digestion allowed the removal of the inner part of the YLR446W gene (~601 bp)). Each amplicon was verified by sequencing analysis after every subsequent cloning step. S. cerevisiae strain GSE16 was used for expression of the MCR 1 construct. The expression cassette containing MCR1 was integrated into GSE16 after PCR amplification using primers YLR446W-F and YLR446W-R. Transformation was carried out using a DMSO-modified version of the LiAc method (Hill et al. ). Correct insertion in the YLR446W locus was verified by PCR. The resulting strain was named GSE16-MCR1. The removal of the dominant marker (KanMX) was obtained by transforming GSE16-MCR1 with pSH65.
S. cerevisiae GSE16-MCR1-YAP1
The strain was constructed from GSE16-MCR1 by integration of p-intYAP1 previously digested with Aat II and Not I (see S. cerevisiae strain overexpressing YAP1). The correct integration in the APJ1 locus was verified by PCR.
S. cerevisiae GSE16- ΔΔAPJ1
The selection cassettes (KanMX and hph) flanked by the attB and attP sites were amplified by PCR from pJET1,2-attB-KanMX-attP and pJET1,2- attB-hph- attP using primers Fw-APJ1-A1 and Rv-APJ1-A2 with 50 bp homologues regions. Deletion of the two APJ1 alleles was carried out by integrating both selection cassettes into the APJ1 loci of GSE16 (Demeke et al. [2013b]) using an adapted electroporation method (Benatuil et al. ). APJ1 double deletion colonies were selected from YPD plates with hygromycin (300 μg.mL−1) and geneticin (G418) (200 μg.mL−1), and checked by PCR using the primers Fw-APJ1-check and Rv-APJ1-check. To loop out the markers, the colonies were transformed with pBevy-Nat-phi31 and selected in YPD plates with 100 μg.mL−1 of nourseotricin. These colonies were also checked on YPD hygromycin and YPD geneticin plates. The plasmids containing the integrase were lost by growing the colonies in YPD liquid medium overnight and transferred twice. The resulting strain was named GSE16-ΔΔAPJ1.
Spruce hydrolysate was obtained from SEKAB E-Technology AB (Örnsköldsvik, Sweden), and consisted of the non-detoxified liquid fraction of spruce after a pretreatment by SO2 catalyzed steam explosion. It is referred in this work as spruce hydrolysate and had the following sugar composition: 11 g.L−1 glucose, 17 g.L−1 mannose, 4 g.L−1 galactose, and 10 g.L−1 xylose. All the batch fermentations were carried out with the same batch of spruce hydrolysate which was kept at 4°C.
Anaerobic batch fermentations of spruce hydrolysate
Inoculum was prepared by growing the cells overnight in 1 L shake flasks containing 100 mL defined mineral medium with vitamins (Verduyn et al. ) with glucose as carbon source (20 g.L−1) buffered with phthalate buffer (50 mM, pH 5.0). After centrifugation and a washing step with deionized water, the pellet was resuspended with 20 mL of fermentation medium, and immediately used for inoculation of the fermenter. The fermentation medium consisted of 100% (v/v) spruce hydrolysate supplemented with 10 g.L−1 of xylose, 1 g.L−1 yeast extract, 0.5 g.L−1 (NH4)2HPO4 and 0.025 g.L−1 MgSO4. 7H2O. The pH of the hydrolysate was adjusted to 5.0 with 8 M KOH prior to supplementation. The fermentations were carried out in 1.2 L MultiFors fermenters with 0.5 L working volume. Temperature was maintained at 30°C and the pH was kept at 5.0 by addition of 3 M KOH. Oxygen free conditions were maintained by sparging N2 at 0.2 L.min−1, and the agitation was set to 600 rpm. Reactors were inoculated to a biomass concentration of 1 g.L−1 (cdw). Cultivations were performed in biological duplicates for each investigated strain. Specific conversion rates of furfural and HMF were calculated assuming a pseudo-steady state during the exponential growth on glucose.
Anaerobic batch fermentations in mineral medium
Inoculum was prepared by growing the cells overnight in 100 mL shake flasks containing 20 mL defined mineral medium with vitamins (Verduyn et al. ) with glucose as carbon source (20 g.L−1) buffered with phthalate buffer (50 mM, pH 5.0). Fermentations were carried out in 100 mL glass bottles with 40 mL working volume of the same mineral medium and vitamins supplemented with 5 g.L−1 of glucose and 20 g.L−1 of xylose as carbon and energy sources. Temperature was maintained at 30°C and stirring was set at ca. 160 rpm. Oxygen-limited conditions were obtained by sealing the bottles and sparging N2 at 0.2 L.min−1 for at least 5 minutes before inoculation. A cotton-filled syringe was inserted through the rubber stopper using a needle to avoid accumulation of gas inside the bottles. Bottles were inoculated to a biomass concentration of ca. 1 g.L−1 (cdw). Cultivations were performed in biological duplicates for each investigated strain.
Analysis of substrates and products
Controlled volumes of samples were taken regularly for analysis. Biomass was followed by OD620 measurements during the length of the fermentations and determination of cell dry weight measurements were also done at time zero (just after inoculation) and at times 42 h and 92 h. For biomass determination, the cell pellet from 5 mL culture was washed with distilled water and dried on Gelman filters (ø 47 mm Supor-450, 0.45 μm) in a microwave oven (350 W) for 8 minutes. Ethanol, glycerol, acetic acid, HMF and furfural were analysed by high performance liquid chromatography (HPLC; Waters Corporation, MA, USA) using an Aminex HPX-87H column (Bio-Rad, CA, USA) at 65°C. The mobile phase was 5 mM sulphuric acid with a flow rate of 0.6 mL.min−1. Analysis of glucose, mannose, xylose, galactose and xylitol was performed on a Shodex™ SP-0810 sugar column (Showa Denko K.K, Japan) at 85°C with water as mobile phase and 0.6 mL.min−1 flow rate. All compounds were detected with a refractive index detector (Shimadzu, Tokyo, Japan, and Waters 2414, MA, USA respectively). Yields were calculated based on HPLC measurements.
Genetic engineering of the xylose consuming industrial strain GSE16
It has previously been reported that, whereas overexpression of the transcription factor YAP1 resulted in a strain with a faster sugar consumption rate when fermenting 60% (v/v) of spruce hydrolysate, the same strain was severely inhibited at higher concentrations of the substrate (Alriksson et al. ). However the study was performed using laboratory strains with a sensitive genetic background towards hydrolysate-derived inhibitors (Martin and Jönsson ). From these results and further studies carried out in our group (data not shown), the importance of the genetic background and the initial inhibitors concentrations on the effect of YAP1 overexpression was further highlighted, and stressed the necessity of assessing the effect of gene modification under more industrial relevant conditions, that is using up-to-date engineered industrial strains and process-like fermentation conditions.
In this study, overexpression cassettes containing the genes that encode the transcription factor YAP1 and the mitochondrial NADH-cytochrome b5 reductase MCR1 were designed and integrated in the genome of the robust industrial strain GSE16, either alone or in combination, generating strains GSE16-YAP1, GSE16-MCR1 and GSE16-YAP1-MCR1 (Table 1). Simultaneous YAP1 integration and APJ1 deletion were obtained by inserting the YAP1 overexpression cassette into the APJ1 locus. The MCR1 cassette was targeted to the YLR446W locus, a gene whose deletion has not affected the yeast performance during fermentation (Subtil and Boles ). A control strain in which both alleles of APJ1 were deleted (GSE16-ΔΔAPJ1) was included during the fermentations (Table 1).
The effect of each genetic modification was assessed during anaerobic batch fermentations of undiluted spruce hydrolysate. In order to have a medium composition similar to large scale lignocellulose-based fermentations, spruce hydrolysate with limited nutrient supplementation was used (See Materials and methods). The xylose concentration was increased from 10 g.L−1 to 20 g.L−1 to allow a longer period for analysis of the xylose consumption phase. The initial composition of the fermentation medium consisted therefore of 11 g.L−1 glucose, 17 g.L−1 mannose, 4 g.L−1 galactose, and 20 g.L−1 xylose. The following inhibitors could also be identified: acetate (3.7 g.L−1), HMF (0.96 g.L−1) and furfural (0.78 g.L−1). The strain robustness was first assessed by comparing lag phase duration, specific growth rate, and specific HMF and furfural conversion rates. Next, we evaluated the fermentation performance of the different strains in terms of glucose and xylose consumption rates, ethanol production rate, and product distribution. The carbon dioxide profile of all strains during the batch fermentations is presented in Additional file 1: Figure S1.
Impact of strain engineering on growth and furaldehyde conversion
Lag phase duration and maximum specific growth rate during batch fermentation of spruce hydrolysate
Growth rate, μb(h−1)
8.96 ± 0.08
0.13 ± 0.02
GSE16 – YAP1
5.29 ± 0.59
0.21 ± 0.03
GSE16 – MCR1
7.65 ± 1.06
0.20 ± 0.04
GSE16 – YAP1- MCR1
5.49 ± 0.83
0.21 ± 0.02
GSE16 – ΔΔAPJ1
12.04 ± 0.48
0.12 ± 0.02
Impact of strain engineering on sugar metabolism
Cell dry weight (cdw) measured after 48 and 92 h of fermentation, suggested that all strains had a similar increase in biomass (data not shown). However, accurate determination of biomass concentration in the presence of lignocellulosic hydrolysate was made difficult by the presence of solid particles in suspension in the medium or because of variations in the broth color (in the case of optical density measurement) over time. Therefore the strains were compared in terms of volumetric rates (of sugar and product formation) instead of specific rates.
Volumetric consumption rate of glucose and xylose and volumetric production rate of ethanol during fermentation of spruce hydrolysate
Volumetric consumption and production rates (g.L−1.h−1)
Ethanol (glucose phase)
Ethanol (xylose phase+)
0.49 ± 0.01
0.22 ± 0.01
0.60 ± 0.13
0.13 ± 0.00
0.27 ± 0.04
GSE16 – YAP1
0.81 ± 0.15
0.13 ± 0.00
0.90 ± 0.00
0.09 ± 0.02
0.21 ± 0.00
GSE16 – MCR1
0.81 ± 0.12
0.24 ± 0.02
0.84 ± 0.08
0.13 ± 0.00
0.27 ± 0.01
GSE16 – YAP1- MCR1
0.84 ± 0.12
0.13 ± 0.00
0.90 ± 0.08
0.08 ± 0.00
0.20 ± 0.01
GSE16 – ΔΔAPJ1
0.64 ± 0.03
0.19 ± 0.02
0.57 ± 0.05
0.11 ± 0.01
0.28 ± 0.01
The volumetric ethanol production rate was calculated both during the glucose and the xylose consumption phases (Table 4). As expected from the differences between the rates of consumption of the two sugars, the ethanol production rate measured during the xylose phase was considerably lower than the one observed during the glucose phase for all strains. For the control strain, for example, the ethanol production rate on xylose decreased by 78% as compared to the one measured during the glucose phase. When comparing the different strains on glucose, GSE16-YAP1 showed one of the fastest ethanol production rates (0.90 g ethanol.L−1.h−1, p = 0.08). More generally, the ethanol production rate calculated for the new constructs was between 18% and 53% higher than the one obtained for the control strain, thereby matching the increase in the glucose consumption rate. An exception to this correlation was GSE16- ΔΔAPJ1, for which the ethanol rate during the glucose phase was the same as for the control strain (Table 4). On xylose, both YAP1- overexpressing strains exhibited a 40% reduction in the ethanol production rate when compared to GSE16. For GSE16-MCR1 and GSE16- ΔΔAPJ1, the ethanol rate in the xylose phase was comparable with that of the control strain. When considering the total length of the fermentations (92 h), no substantial differences were observed between the strains in terms of the volumetric production rate of ethanol (p>0.1) (Table 4).
Ethanol, glycerol, biomass and xylitol yields per gram of consumed sugars in anaerobic batch fermentation of spruce hydrolysate
0.27 ± 0.08
0.05 ± 0.00
0.04 ± 0.01
0.05 ± 0.01
GSE16 – YAP1
0.28 ± 0.05
0.05 ± 0.01
0.04 ± 0.00
0.12 ± 0.00
GSE16 – MCR1
0.26 ± 0.00
0.06 ± 0.00
0.04 ± 0.00
0.05 ± 0.01
GSE16 – YAP1- MCR1
0.25 ± 0.00
0.06 ± 0.00
0.04 ± 0.00
0.12 ± 0.01
GSE16 – ΔΔAPJ1
0.30 ± 0.00
0.04 ± 0.00
0.04 ± 0.00
0.07 ± 0.02
In summary, the deletion of APJ1 in GSE16 was not detrimental for the strain performance when fermenting spruce hydrolysate. While it was not possible to evaluate the positive benefit of this deletion with the set-up used for the fermentations (expected concentrations of ethanol lower than 3% v/v), APJ1 can be considered as a good candidate for integration of expression cassettes in strains to be used during very high gravity fermentations. In contrast, YAP1 and MCR1 had a positive effect on glucose fermentation in undetoxified hydrolysate but the effect was not cumulative. Finally, YAP1 overexpression had an unexpected negative impact on xylose utilization.
YAP1 and xylose consumption in mineral medium
Ethanol, glycerol, biomass, xylitol and acetate yields obtained during fermentations on mineral medium with 5 g.L −1 glucose and 20 g.L −1 xylose
0.45 ± 0.03
0.04 ± 0.00
0.09 ± 0.00
0.03 ± 0.00
0.01 ± 0.00
0.45 ± 0.02
0.04 ± 0.00
0.10 ± 0.00
0.06 ± 0.00
0.01 ± 0.00
In the present study two different genetic modifications that have been reported to improve strain tolerance in a laboratory strain background were introduced in the industrial S. cerevisiae strain GSE16 and assessed during fermentation of undetoxified spruce hydrolysate. The objective was to test whether the overexpression of the selected genes would still be relevant in a strain with a high robust genetic background, to identify the most promising gene among the two candidates, and to assess any putative additive or synergistic effects.
During the glucose consumption phase, the overexpression of YAP1 was shown to be relevant for inhibitor conversion, even in a robust genetic background. Similarly, the strain robustness in relation to spruce inhibitors was further increased when overexpressing MCR1, but no cumulative effect of combined overexpression was revealed. Slightly increased inhibitor tolerance was observed when overexpressing YAP1 as compared to MCR1, which might be explained by the diversity of genes controlled by this transcription factor with relevant functions for detoxification (reductases, transporters, and oxidative stress-related enzymes among others) (Alriksson et al. ; Herrero et al. ; Toone and Jones ). Still, the explanation for the almost equivalent effect obtained by MCR1 overexpression is less evident. Previous results showed that overexpression of MCR1 resulted in better growth in mineral medium supplemented with 12 g.L−1 acetic acid. (Signori et al., personal communication). Considering the role of the enzyme encoded by MCR1 in maintaining the antioxidant D-erythroascorbic acid (EASC) in its reduced form (Lee et al. ), it is plausible that higher concentrations of this antioxidant may help counteracting the oxidative effect exerted by the acetic acid present in the hydrolysate (Semchyshyn et al. ). In fact, the effect seen by MCR1 overexpression in the presence of acetic acid could be similar to the effect obtained with the biosynthesis of ascorbic acid (ASC) reported by Branduardi (Branduardi et al. ). In this study the authors showed that in yeasts, biosynthesis of ASC -a molecule very similar in structure and properties to D-erythroascorbic acid (EASC) - conferred increased resistance to H2O2, low pH and organic acids. Moreover, the higher in vivo conversion rates of furaldehydes displayed by GSE16-MCR1 also points towards an involvement of the enzyme in the reduction (by a yet unknown mechanism) of HMF and furfural probably into their less inhibitory alcohol forms (Liu et al. ). Given the specific location of this enzyme, this result supports previous observations that indicated a damaging effect of hydrolysate-derived inhibitors to the mitochondria (Allen et al. ; Nguyen et al. ). To the best of our knowledge this is the first report of a positive effect of MCR1 overexpression on hydrolysate detoxification; and all together the results suggest that increased concentrations of NADH-cytochrome b5 reductase can improve the resistance of yeast to hydrolysate inhibitors and therefore increase the ethanol production rate on glucose.
On xylose, the much slower sugar consumption rate (as compared to glucose) in one of the best reported pentose fermenting industrial yeasts (Demeke et al. [2013b]) and its derivatives emphasized that anaerobic pentose metabolism still requires further improvement, especially in the presence of lignocellulosic inhibitors. Recent comparisons of metabolic profiles between the glucose and xylose consumption phases of S. cerevisiae with (Wang et al. ; Ask et al. ) and without inhibitors (Bergdahl et al. ; Matsushika et al. ), highlighted the significant perturbations in the metabolic capacities of the yeast caused by xylose. In these metabolomics studies, such perturbations were ascribed to the depletion of key metabolites in glycolysis and cofactors (among other important metabolic variations) suggesting inefficient metabolic states such as carbon starvation, and diminished biosynthetic capacities (Bergdahl et al. ; Matsushika et al. ).
Our results also revealed a far more complex set of cellular responses deriving from the interactions between xylose metabolism and YAP1 overexpression. And although the evaluated physiological responses do not provide enough information for explaining the decrease in xylose consumption in YAP1-overexpressing strains, the integration of these observations with the results of previous studies could give some hints for further analysis.
First, higher concentrations of xylitol were obtained for YAP1-overexpressing strains, which may result from the unspecific reduction of xylose by the different reductases whose transcription is under the control of YAP1 (Toone and Jones ) In fact, YAP1-overexpressing strains showed a higher xylose reductase activity than the control strain when cells extracts were used for reduction of xylose (data not shown). Possible inhibition of xylose isomerase (XI) by xylitol was considered, although the used XI originates from C. phytofermentans, and has been shown to be much less inhibited by xylitol than other previously expressed XIs in S. cerevisiae (Brat et al. ). Moreover, the lower xylose consumption for GSE16-YAP1 was observed from the beginning of the fermentation, i.e. when negligible levels of xylitol had been formed. Besides, the rate of consumption was almost constant during most of the process (except at the end of the fermentation when the low concentrations of xylose probably reduce the conversion rate for all strains). This implies that the consumption of xylose did not vary in relation to the increase of xylitol in the medium, i.e. xylitol was not inhibiting the conversion of xylose to xylulose by XI.
A second aspect was connected to the “history” of GSE16. Demeke and co-workers (Demeke et al. [2013b]) reported that the diverse and complex paths followed during the development of GSE16 included unknown mutations that appeared to be linked to the high capacity of the strain to ferment xylose, but that such mutations could also be correlated with a possible detrimental effect in terms of inhibitor tolerance (Demeke et al. [2013b]). The authors suggested that this mutually exclusive phenotype (good xylose fermentation – bad inhibitor tolerance and vice versa) could be either causally or structurally linked, i.e. genes responsible for improved xylose utilization could be functionally connected with genes responsible for the slower growth; or in the other case, such genes may be located close to each other in the genome (Demeke et al. [2013b]). The results obtained in the current study with the YAP1 overexpressing strains also point towards a mutually exclusive phenotype, but in this case a structural link does not seem likely since the deletion of the locus used for YAP1 integration (APJ1) did not cause a detrimental effect on xylose utilization.
With the exception of xylitol, comparable values were obtained for biomass and extracellular metabolites yields between the different strains in hydrolysate fermentations, which suggested that the overexpression of YAP1 affected the rate of xylose metabolism but not the product distribution. As similar lower xylose uptake was obtained in mineral medium we could conclude that the negative interactions between xylose metabolism and overexpression of the Yap1 transcription factor were not dependent on the presence of inhibitors and their associated cell responses. When considering available omics data about the effects of overexpressing YAP1 in S. cerevisiae in mineral medium, 17 transcripts were up-regulated by overexpression of the transcription factor (DeRisi et al. ) while around 55 proteins were present in higher concentrations (Jun et al. ). Although the differences in cultivation conditions do not permit to make any conclusion towards particular genes of interest, these two studies suggest that the overexpression of YAP1 imposes a higher demand to the cells biosynthetic capacity. This, together with an impairment of biosynthetic capabilities on xylose (as presented in the metabolomics studies previously commented (Bergdahl et al. ; Matsushika et al. )), and the high cell maintenance energy required during growth on this sugar (Feng and Zhao ) could explain the slower growth on xylose in YAP1 overexpressing strains.
Nevertheless, the unexpected results seen with YAP1-overexpression during xylose assimilation require deeper analysis to further understand the biological responses that limit the development of robust xylose consuming strains. In this respect, we consider that the study at the molecular level of the cellular responses of YAP1-overexpression in GSE16 and other xylose consuming strains (for example expressing the fungal redox pathway) during glucose and xylose utilization would reveal important insights about limiting steps for xylose metabolism.
In conclusion, overexpression of the transcription factor YAP1 and the mitochondrial reductase MCR1 in the already robust strain GSE16 resulted in an even faster hexose catabolism in the presence of spruce hydrolysate-derived inhibitors, but the effect was not cumulative. The improved phenotype of MCR1 overexpression seems to be related, at least in part, to a faster furaldehyde reduction, indicating that this reductase may have a wider substrate range than previously reported. Unexpected reduced xylose fermentation rate was observed in YAP1 overexpressing strains and further studies are needed to elucidate the mechanisms behind this observation.
This project was financed by the 7th European Commission Framework Project 222699 NEMO (Novel High performance Enzymes and Micro-organisms for conversion of lignocellulosic biomass to bioethanol) and SBO grants (IWT 90043) from IWT-Flanders. SEKAB, Sweden is gratefully acknowledged for the provision of the hydrolysate. VWS was co-financed by the Swedish Energy Agency (Energimyndigheten). LS acknowledges the doctoral fellowship of the University of Milano Bicocca. YL was supported by the China Scholarship Council. MB is financed by the Chalmers Energy Initiative.
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