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Adamczyk PA, Coradetti ST, Gladden JM. Non-canonical D-xylose and L-arabinose metabolism via D-arabitol in the oleaginous yeast Rhodosporidium toruloides. Microb Cell Fact 2023; 22:145. [PMID: 37537595 PMCID: PMC10398940 DOI: 10.1186/s12934-023-02126-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 06/17/2023] [Indexed: 08/05/2023] Open
Abstract
R. toruloides is an oleaginous yeast, with diverse metabolic capacities and high tolerance for inhibitory compounds abundant in plant biomass hydrolysates. While R. toruloides grows on several pentose sugars and alcohols, further engineering of the native pathway is required for efficient conversion of biomass-derived sugars to higher value bioproducts. A previous high-throughput study inferred that R. toruloides possesses a non-canonical L-arabinose and D-xylose metabolism proceeding through D-arabitol and D-ribulose. In this study, we present a combination of genetic and metabolite data that refine and extend that model. Chiral separations definitively illustrate that D-arabitol is the enantiomer that accumulates under pentose metabolism. Deletion of putative D-arabitol-2-dehydrogenase (RTO4_9990) results in > 75% conversion of D-xylose to D-arabitol, and is growth-complemented on pentoses by heterologous xylulose kinase expression. Deletion of putative D-ribulose kinase (RTO4_14368) arrests all growth on any pentose tested. Analysis of several pentose dehydrogenase mutants elucidates a complex pathway with multiple enzymes mediating multiple different reactions in differing combinations, from which we also inferred a putative L-ribulose utilization pathway. Our results suggest that we have identified enzymes responsible for the majority of pathway flux, with additional unknown enzymes providing accessory activity at multiple steps. Further biochemical characterization of the enzymes described here will enable a more complete and quantitative understanding of R. toruloides pentose metabolism. These findings add to a growing understanding of the diversity and complexity of microbial pentose metabolism.
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Affiliation(s)
- Paul A Adamczyk
- Agile Biofoundry, Emeryville, CA, USA
- Sandia National Laboratories, Livermore, CA, USA
| | - Samuel T Coradetti
- Agile Biofoundry, Emeryville, CA, USA
- Sandia National Laboratories, Livermore, CA, USA
- United States Department of Agriculture, Agricultural Research Service, Ithaca, NY, USA
| | - John M Gladden
- Agile Biofoundry, Emeryville, CA, USA.
- Sandia National Laboratories, Livermore, CA, USA.
- Joint BioEnergy Institute, Emeryville, CA, USA.
- Sandia National Laboratories, DOE Agile Biofoundry, 5885 Hollis Street, Fourth Floor, Emeryville, CA, 94608, USA.
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2
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Xu Y, Chi P, Bilal M, Cheng H. Biosynthetic strategies to produce xylitol: an economical venture. Appl Microbiol Biotechnol 2019; 103:5143-5160. [PMID: 31101942 DOI: 10.1007/s00253-019-09881-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 04/26/2019] [Accepted: 04/29/2019] [Indexed: 01/04/2023]
Abstract
Xylitol is a natural five-carbon sugar alcohol with potential for use in food and pharmaceutical industries owing to its insulin-independent metabolic regulation, tooth rehardening, anti-carcinogenic, and anti-inflammatory, as well as osteoporosis and ear infections preventing activities. Chemical and biosynthetic routes using D-xylose, glucose, or biomass hydrolysate as raw materials can produce xylitol. Among these methods, microbial production of xylitol has received significant attention due to its wide substrate availability, easy to operate, and eco-friendly nature, in contrast with high-energy consuming and environmental-polluting chemical method. Though great advances have been made in recent years for the biosynthesis of xylitol from xylose, glucose, and biomass hydrolysate, and the yield and productivity of xylitol are substantially improved by metabolic engineering and optimizing key metabolic pathway parameters, it is still far away from industrial-scale biosynthesis of xylitol. In contrary, the chemical synthesis of xylitol from xylose remains the dominant route. Economic and highly efficient xylitol biosynthetic strategies from an abundantly available raw material (i.e., glucose) by engineered microorganisms are on the hard way to forwarding. However, synthetic biology appears as a novel and promising approach to develop a super yeast strain for industrial production of xylitol from glucose. After a brief overview of chemical-based xylitol production, we critically analyzed and comprehensively summarized the major metabolic strategies used for the enhanced biosynthesis of xylitol in this review. Towards the end, the study is wrapped up with current challenges, concluding remarks, and future prospects for designing an industrial yeast strain for xylitol biosynthesis from glucose.
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Affiliation(s)
- Yirong Xu
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Ping Chi
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Muhammad Bilal
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian, 223003, China.
| | - Hairong Cheng
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China.
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3
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Mbuyane LL, de Kock M, Bauer FF, Divol B. Torulaspora delbrueckii produces high levels of C5 and C6 polyols during wine fermentations. FEMS Yeast Res 2019; 18:5061120. [PMID: 30060050 DOI: 10.1093/femsyr/foy084] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Accepted: 07/26/2018] [Indexed: 01/13/2023] Open
Abstract
Non-Saccharomyces yeasts impact wine fermentations and can diversify the flavor profiles of wines. However, little information is available on the metabolic networks of most of these species. Here we show that unlike the main wine yeast Saccharomyces cerevisiae, Torulaspora delbrueckii and to a lesser extent Lachancea thermotolerans produce significant concentrations of C5 and C6 polyols under wine fermentation conditions. In particular, D-arabitol, D-sorbitol and D-mannitol were produced at significant levels. Their release into the extracellular matrix started when that of glycerol ceased. The data also show that polyol production is influenced by initial sugar concentration, repressed by acetic acid and induced in ethanol supplemented media. Moreover, unlike glycerol and sorbitol, mannitol was partially re-assimilated when populations started to decline. The findings suggest that polyol synthesis is a physiological adaptation to stressful conditions characteristic of alcoholic fermentation and that these polyols may serve a similar purpose as glycerol production in S. cerevisiae, including osmoadaptation and redox balancing.
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Affiliation(s)
- Lethiwe L Mbuyane
- Institute for Wine Biotechnology, Department of Viticulture and Oenology, Stellenbosch University, Private Bag X1, Matieland 7602, South Africa
| | - Marli de Kock
- Institute for Wine Biotechnology, Department of Viticulture and Oenology, Stellenbosch University, Private Bag X1, Matieland 7602, South Africa
| | - Florian F Bauer
- Institute for Wine Biotechnology, Department of Viticulture and Oenology, Stellenbosch University, Private Bag X1, Matieland 7602, South Africa
| | - Benoit Divol
- Institute for Wine Biotechnology, Department of Viticulture and Oenology, Stellenbosch University, Private Bag X1, Matieland 7602, South Africa
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4
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Jacobsen MD, Beynon RJ, Gethings LA, Claydon AJ, Langridge JI, Vissers JPC, Brown AJP, Hammond DE. Specificity of the osmotic stress response in Candida albicans highlighted by quantitative proteomics. Sci Rep 2018; 8:14492. [PMID: 30262823 PMCID: PMC6160413 DOI: 10.1038/s41598-018-32792-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Accepted: 09/13/2018] [Indexed: 11/18/2022] Open
Abstract
Stress adaptation is critical for the survival of microbes in dynamic environments, and in particular, for fungal pathogens to survive in and colonise host niches. Proteomic analyses have the potential to significantly enhance our understanding of these adaptive responses by providing insight into post-transcriptional regulatory mechanisms that contribute to the outputs, as well as testing presumptions about the regulation of protein levels based on transcript profiling. Here, we used label-free, quantitative mass spectrometry to re-examine the response of the major fungal pathogen of humans, Candida albicans, to osmotic stress. Of the 1,262 proteins that were identified, 84 were down-regulated in response to 1M NaCl, reflecting the decrease in ribosome biogenesis and translation that often accompanies stress. The 64 up-regulated proteins included central metabolic enzymes required for glycerol synthesis, a key osmolyte for this yeast, as well as proteins with functions during stress. These data reinforce the view that adaptation to salt stress involves a transient reduction in ribosome biogenesis and translation together with the accumulation of the osmolyte, glycerol. The specificity of the response to salt stress is highlighted by the small proportion of quantified C. albicans proteins (5%) whose relative elevated abundances were statistically significant.
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Affiliation(s)
- Mette D Jacobsen
- Medical Research Council Centre for Medical Mycology at the University of Aberdeen, Aberdeen Fungal Group, Institute of Medical Sciences, Foresterhill, Aberdeen, AB25 2ZD, United Kingdom
| | - Robert J Beynon
- Centre for Proteome Research, Institute of Integrative Biology, University of Liverpool, Crown Street, Liverpool, L697ZB, United Kingdom
| | - Lee A Gethings
- Waters Corporation, Stamford Avenue, Altrincham Road, Wilmslow, SK9 4AX, United Kingdom
| | - Amy J Claydon
- Centre for Proteome Research, Institute of Integrative Biology, University of Liverpool, Crown Street, Liverpool, L697ZB, United Kingdom
| | - James I Langridge
- Waters Corporation, Stamford Avenue, Altrincham Road, Wilmslow, SK9 4AX, United Kingdom
| | - Johannes P C Vissers
- Waters Corporation, Stamford Avenue, Altrincham Road, Wilmslow, SK9 4AX, United Kingdom
| | - Alistair J P Brown
- Medical Research Council Centre for Medical Mycology at the University of Aberdeen, Aberdeen Fungal Group, Institute of Medical Sciences, Foresterhill, Aberdeen, AB25 2ZD, United Kingdom.
| | - Dean E Hammond
- Cellular and Molecular Physiology, Institute of Translational Medicine, University of Liverpool, Liverpool, L69 3BX, United Kingdom.
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5
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Watanabe S, Utsumi Y, Sawayama S, Watanabe Y. Identification and characterization of d-arabinose reductase and d-arabinose transporters from Pichia stipitis. Biosci Biotechnol Biochem 2016; 80:2151-2158. [DOI: 10.1080/09168451.2016.1204221] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Abstract
d-xylose and l-arabinose are the major constituents of plant lignocelluloses, and the related fungal metabolic pathways have been extensively examined. Although Pichia stipitis CBS 6054 grows using d-arabinose as the sole carbon source, the hypothetical pathway has not yet been clarified at the molecular level. We herein purified NAD(P)H-dependent d-arabinose reductase from cells grown on d-arabinose, and found that the enzyme was identical to the known d-xylose reductase (XR). The enzyme activity of XR with d-arabinose was previously reported to be only 1% that with d-xylose. The kcat/Km value with d-arabinose (1.27 min−1 mM−1), which was determined using the recombinant enzyme, was 13.6- and 10.5-fold lower than those with l-arabinose and d-xylose, respectively. Among the 34 putative sugar transporters from P. stipitis, only seven genes exhibited uptake ability not only for d-arabinose, but also for d-glucose and other pentose sugars including d-xylose and l-arabinose in Saccharomyces cerevisiae.
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Affiliation(s)
- Seiya Watanabe
- Department of Bioscience, Graduate School of Agriculture, Ehime University, Matsuyama, Japan
- Center for Marine Environmental Studies, Ehime University, Matsuyama, Japan
| | - Yuki Utsumi
- Department of Bioscience, Graduate School of Agriculture, Ehime University, Matsuyama, Japan
| | | | - Yasuo Watanabe
- Department of Bioscience, Graduate School of Agriculture, Ehime University, Matsuyama, Japan
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6
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Khan MS, Kanwal B, Nazir S. Metabolic engineering of the chloroplast genome reveals that the yeast ArDH gene confers enhanced tolerance to salinity and drought in plants. FRONTIERS IN PLANT SCIENCE 2015; 6:725. [PMID: 26442039 PMCID: PMC4563877 DOI: 10.3389/fpls.2015.00725] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Accepted: 08/28/2015] [Indexed: 05/23/2023]
Abstract
Osmoprotectants stabilize proteins and membranes against the denaturing effect of high concentrations of salts and other harmful solutes. In yeast, arabitol dehydrogenase (ArDH) reduces D-ribulose to D-arabitol where D-ribulose is derived by dephosphorylating D-ribulose-5-PO4 in the oxidized pentose pathway. Osmotolerance in plants could be developed through metabolic engineering of chloroplast genome by introducing genes encoding polyols since chloroplasts offer high level transgene expression and containment. Here, we report that ArDH expression in tobacco chloroplasts confers tolerance to NaCl (up to 400 mM). Transgenic plants compared to wild type (WT) survived for only 4-5 weeks on 400 mM NaCl whereas plants remained green and grew normal on concentrations up to 350 mM NaCl. Further, a-week-old seedlings were also challenged with poly ethylene glycol (PEG, up to 6%) in the liquid medium, considering that membranes and proteins are protected under stress conditions due to accumulation of arabitol in chloroplasts. Seedlings were tolerant to 6% PEG, suggesting that ARDH enzyme maintains integrity of membranes in chloroplasts under drought conditions via metabolic engineering. Hence, the gene could be expressed in agronomic plants to withstand abiotic stresses.
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Affiliation(s)
- Muhammad Sarwar Khan
- Center of Agricultural Biochemistry and Biotechnology, University of Agriculture, FaisalabadPakistan
| | - Benish Kanwal
- National Institute for Biotechnology and Genetic Eningeering, FaisalabadPakistan
| | - Shahid Nazir
- Agricultural Biotechnology Research Institute – Ayub Agricultural Research Institute, FaisalabadPakistan
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7
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Metabolic regulation in model ascomycetes--adjusting similar genomes to different lifestyles. Trends Genet 2015; 31:445-53. [PMID: 26051071 DOI: 10.1016/j.tig.2015.05.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2015] [Revised: 05/04/2015] [Accepted: 05/05/2015] [Indexed: 11/24/2022]
Abstract
The related yeasts Saccharomyces cerevisiae and Candida albicans have similar genomes but very different lifestyles. These fungi have modified transcriptional and post-translational regulatory processes to adapt their similar genomes to the distinct biological requirements of the two yeasts. We review recent findings comparing the differences between these species, highlighting how they have achieved specialized metabolic capacities tailored to their lifestyles despite sharing similar genomes. Studying this transcriptional and post-transcriptional rewiring may improve our ability to interpret phenotype from genotype.
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8
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Enhanced d-arabitol production by Zygosaccharomyces rouxii JM-C46: isolation of strains and process of repeated-batch fermentation. ACTA ACUST UNITED AC 2015; 42:807-12. [DOI: 10.1007/s10295-015-1603-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Accepted: 02/14/2015] [Indexed: 10/23/2022]
Abstract
Abstract
A new strain producing high yield of d-arabitol was isolated from hyperosmotic environments and the ITS rDNA sequencing analysis revealed it as Zygosaccharomyces rouxii. In addition, using a pH control and repeated-batch fermentation strategy in a 5-L reactor, the maximum yield and the highest volumetric productivity of d-arabitol were 93.48 ± 2.79 g/L and 1.143 g/L h, respectively. Volumetric productivity was successfully improved from 0.86 to 1.143 g/L h, which was increased by 32.9 % after 72 h of fermentation. Z. rouxii JM-C46 has potential to be used for d-arabitol and xylitol production from glucose via d-arabitol route.
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9
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Translational arrest due to cytoplasmic redox stress delays adaptation to growth on methanol and heterologous protein expression in a typical fed-batch culture of Pichia pastoris. PLoS One 2015; 10:e0119637. [PMID: 25785713 PMCID: PMC4364781 DOI: 10.1371/journal.pone.0119637] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2014] [Accepted: 02/01/2015] [Indexed: 11/30/2022] Open
Abstract
Results We have followed a typical fed-batch induction regime for heterologous protein production under the control of the AOX1 promoter using both microarray and metabolomic analysis. The genetic constructs involved 1 and 3 copies of the TRY1 gene, encoding human trypsinogen. In small-scale laboratory cultures, expression of the 3 copy-number construct induced the unfolded protein response (UPR) sufficiently that titres of extracellular trypsinogen were lower in the 3-copy construct than with the 1-copy construct. In the fed-batch-culture, a similar pattern was observed, with higher expression from the 1-copy construct, but in this case there was no significant induction of UPR with the 3-copy strain. Analysis of the microarray and metabolomic information indicates that the 3-copy strain was undergoing cytoplasmic redox stress at the point of induction with methanol. In this Crabtree-negative yeast, this redox stress appeared to delay the adaptation to growth on methanol and supressed heterologous protein production, probably due to a block in translation. Conclusion Although redox imbalance as a result of artificially imposed hypoxia has previously been described, this is the first time that it has been characterised as a result of a transient metabolic imbalance and shown to involve a stress response which can lead to translational arrest. Without detailed analysis of the underlying processes it could easily have been mis-interpreted as secretion stress, transmitted through the UPR.
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10
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Su Y, Willis LB, Jeffries TW. Effects of aeration on growth, ethanol and polyol accumulation by
Spathaspora passalidarum
NRRL Y‐27907 and
Scheffersomyces stipitis
NRRL Y‐7124. Biotechnol Bioeng 2015; 112:457-69. [DOI: 10.1002/bit.25445] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2014] [Revised: 08/11/2014] [Accepted: 08/19/2014] [Indexed: 12/28/2022]
Affiliation(s)
- Yi‐Kai Su
- Department of Biological Systems EngineeringUniversity of WisconsinMadisonWisconsin
- DOE Great Lakes Bioenergy Research CenterUniversity of WisconsinMadison53703Wisconsin
| | - Laura B. Willis
- DOE Great Lakes Bioenergy Research CenterUniversity of WisconsinMadison53703Wisconsin
- Department of BacteriologyUniversity of WisconsinMadisonWisconsin
- Forest Products LaboratoryUSDA Forest ServiceMadisonWisconsin
| | - Thomas W. Jeffries
- DOE Great Lakes Bioenergy Research CenterUniversity of WisconsinMadison53703Wisconsin
- Department of BacteriologyUniversity of WisconsinMadisonWisconsin
- Forest Products LaboratoryUSDA Forest ServiceMadisonWisconsin
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11
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Nozaki H, Suzuki SI, Tsuyoshi N, Yokozeki K. Production of D-Arabitol byMetschnikowia reukaufiiAJ14787. Biosci Biotechnol Biochem 2014; 67:1923-9. [PMID: 14519977 DOI: 10.1271/bbb.67.1923] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
A potent producer of D-arabitol was isolated by screening of natural sources and identified as Metschnikowia reukaufii AJ14787. Resting cells of this strain can efficiently produce D-arabitol from D-glucose with a weight yield of more than 60%, and can also produce D-arabitol from several other types of sugars such as polyols, ketoses, and aldoses. To improve productivity, various culture conditions such as temperature and the concentrations of D-glucose and nitrogen sources were examined. Under optimal conditions, 206 g/l of D-arabitol was produced from D-glucose with a weight yield of 52% in 100 hours.
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Affiliation(s)
- Hiroyuki Nozaki
- Aminoscience Laboratories, Ajinomoto Co., Ltd., Kawasaki, Japan.
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12
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Cheng H, Lv J, Wang H, Wang B, Li Z, Deng Z. Genetically engineered Pichia pastoris yeast for conversion of glucose to xylitol by a single-fermentation process. Appl Microbiol Biotechnol 2014; 98:3539-52. [PMID: 24419799 DOI: 10.1007/s00253-013-5501-x] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2013] [Revised: 12/10/2013] [Accepted: 12/24/2013] [Indexed: 12/22/2022]
Abstract
Xylitol is industrially synthesized by chemical reduction of D-xylose, which is more expensive than glucose. Thus, there is a growing interest in the production of xylitol from a readily available and much cheaper substrate, such as glucose. The commonly used yeast Pichia pastoris strain GS115 was shown to produce D-arabitol from glucose, and the derivative strain GS225 was obtained to produce twice amount of D-arabitol than GS115 by adaptive evolution during repetitive growth in hyperosmotic medium. We cloned the D-xylulose-forming D-arabitol dehydrogenase (DalD) gene from Klebsiella pneumoniae and the xylitol dehydrogenase (XDH) gene from Gluconobacter oxydans. Recombinant P. pastoris GS225 strains with the DalD gene only or with both DalD and XDH genes could produce xylitol from glucose in a single-fermentation process. Three-liter jar fermentation results showed that recombinant P. pastoris cells with both DalD and XDH converted glucose to xylitol with the highest yield of 0.078 g xylitol/g glucose and productivity of 0.29 g xylitol/L h. This was the first report to convert xylitol from glucose by the pathway of glucose-D-arabitol-D-xylulose-xylitol in a single process. The recombinant yeast could be used as a yeast cell factory and has the potential to produce xylitol from glucose.
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Affiliation(s)
- Hairong Cheng
- The State Key Laboratory of Microbial Metabolism, Shanghai Jiao Tong University, Shanghai, 200240, China,
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13
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Zhang G, Lin Y, He P, Li L, Wang Q, Ma Y. Characterization of the sugar alcohol-producing yeast Pichia anomala. ACTA ACUST UNITED AC 2014; 41:41-8. [DOI: 10.1007/s10295-013-1364-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2013] [Accepted: 10/05/2013] [Indexed: 10/26/2022]
Abstract
Abstract
Sugar alcohols have been widely applied in the field of food and medicine for their unique properties. Compared to chemical production, microbial production of sugar alcohol has become attractive for its environmental and sustainable pattern. In this study, a potential yeast isolated from soil of Beijing suburbs was identified as Pichia anomala TIB-x229, and its key enzyme of d-arabitol dehydrogenase for microbial production of sugar alcohols was functionally characterized. This yeast could simultaneously produce d-arabitol, xylitol, and/or ribitol from a different ratio of sugar substrates at a high efficiency by bioconversion, and no glucose repression happened when mixed sugars of xylose and glucose were used as the substrates during the bioconversion. This yeast could also efficiently convert complicated feedstock such as xylose mother liquor to d-arabitol, xylitol, and ribitol with 55 % yields. To elucidate the conversion relationship of the sugar alcohols, especially d-arabitol and xylitol, the key d-arabitol dehydrogenase gene from P. anomala was cloned, expressed and purified for further in vitro characterization. The results showed that this d-arabitol dehydrogenase could catalyze arabitol to xylulose further, which is significant for xylitol production from glucose. Our study laid the foundation for improving the production of sugar alcohols by metabolic and fermentation engineering strategies.
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Affiliation(s)
- Guoqiang Zhang
- grid.9227.e 0000000119573309 Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology Chinese Academy of Sciences 32 XiQiDao, Tianjin Airport Economic Area 300308 Tianjin China
| | - Yuping Lin
- grid.9227.e 0000000119573309 Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology Chinese Academy of Sciences 32 XiQiDao, Tianjin Airport Economic Area 300308 Tianjin China
| | - Peng He
- grid.9227.e 0000000119573309 Center for Microbial Biotechnology, Institute of Microbiology Chinese Academy of Sciences 100080 Beijing China
| | - Lin Li
- grid.9227.e 0000000119573309 Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology Chinese Academy of Sciences 32 XiQiDao, Tianjin Airport Economic Area 300308 Tianjin China
- Key Laboratory of Industrial Biotechnology Ministry of Education, Jangnan University 214122 Wuxi China
| | - Qinhong Wang
- grid.9227.e 0000000119573309 Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology Chinese Academy of Sciences 32 XiQiDao, Tianjin Airport Economic Area 300308 Tianjin China
| | - Yanhe Ma
- grid.9227.e 0000000119573309 Key Laboratory of Systems Microbial Biotechnology, Tianjin Institute of Industrial Biotechnology Chinese Academy of Sciences 32 XiQiDao, Tianjin Airport Economic Area 300308 Tianjin China
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14
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Malapi-Wight M, Smith J, Campbell J, Bluhm BH, Shim WB. Sda1, a Cys2-His2 zinc finger transcription factor, is involved in polyol metabolism and fumonisin B1 production in Fusarium verticillioides. PLoS One 2013; 8:e67656. [PMID: 23844049 PMCID: PMC3700993 DOI: 10.1371/journal.pone.0067656] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2013] [Accepted: 05/22/2013] [Indexed: 12/20/2022] Open
Abstract
The ubiquitous ascomycete Fusarium verticillioides causes ear rot and stalk rot of maize, both of which reduce grain quality and yield. Additionally, F. verticillioides produces the mycotoxin fumonisin B1 (FB1) during infection of maize kernels, and thus potentially compromises human and animal health. The current knowledge is fragmentary regarding the regulation of FB1 biosynthesis, particularly when considering interplay with environmental factors such as nutrient availability. In this study, SDA1 of F. verticillioides, predicted to encode a Cys-2 His-2 zinc finger transcription factor, was shown to play a key role in catabolizing select carbon sources. Growth of the SDA1 knock-out mutant (Δsda1) was completely inhibited when sorbitol was the sole carbon source and was severely impaired when exclusively provided mannitol or glycerol. Deletion of SDA1 unexpectedly increased FB1 biosynthesis, but reduced arabitol and mannitol biosynthesis, as compared to the wild-type progenitor. Trichoderma reesei ACE1, a regulator of cellulase and xylanase expression, complemented the F. verticillioides Δsda1 mutant, which indicates that Ace1 and Sda1 are functional orthologs. Taken together, the data indicate that Sda1 is a transcriptional regulator of carbon metabolism and toxin production in F. verticillioides.
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Affiliation(s)
- Martha Malapi-Wight
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, Texas, United States of America
| | - Jonathon Smith
- Department of Plant Pathology, University of Arkansas, Fayetteville, Arkansas, United States of America
| | - Jacquelyn Campbell
- Bioenvironmental Sciences Program, Department of Plant Pathology and Microbiology, Texas A&M University, College Station, Texas, United States of America
| | - Burton H. Bluhm
- Department of Plant Pathology, University of Arkansas, Fayetteville, Arkansas, United States of America
| | - Won-Bo Shim
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, Texas, United States of America
- Bioenvironmental Sciences Program, Department of Plant Pathology and Microbiology, Texas A&M University, College Station, Texas, United States of America
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15
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Baumann K, Carnicer M, Dragosits M, Graf AB, Stadlmann J, Jouhten P, Maaheimo H, Gasser B, Albiol J, Mattanovich D, Ferrer P. A multi-level study of recombinant Pichia pastoris in different oxygen conditions. BMC SYSTEMS BIOLOGY 2010; 4:141. [PMID: 20969759 PMCID: PMC2987880 DOI: 10.1186/1752-0509-4-141] [Citation(s) in RCA: 123] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/05/2010] [Accepted: 10/22/2010] [Indexed: 12/24/2022]
Abstract
Background Yeasts are attractive expression platforms for many recombinant proteins, and there is evidence for an important interrelation between the protein secretion machinery and environmental stresses. While adaptive responses to such stresses are extensively studied in Saccharomyces cerevisiae, little is known about their impact on the physiology of Pichia pastoris. We have recently reported a beneficial effect of hypoxia on recombinant Fab secretion in P. pastoris chemostat cultivations. As a consequence, a systems biology approach was used to comprehensively identify cellular adaptations to low oxygen availability and the additional burden of protein production. Gene expression profiling was combined with proteomic analyses and the 13C isotope labelling based experimental determination of metabolic fluxes in the central carbon metabolism. Results The physiological adaptation of P. pastoris to hypoxia showed distinct traits in relation to the model yeast S. cerevisiae. There was a positive correlation between the transcriptomic, proteomic and metabolic fluxes adaptation of P. pastoris core metabolism to hypoxia, yielding clear evidence of a strong transcriptional regulation component of key pathways such as glycolysis, pentose phosphate pathway and TCA cycle. In addition, the adaptation to reduced oxygen revealed important changes in lipid metabolism, stress responses, as well as protein folding and trafficking. Conclusions This systems level study helped to understand the physiological adaptations of cellular mechanisms to low oxygen availability in a recombinant P. pastoris strain. Remarkably, the integration of data from three different levels allowed for the identification of differences in the regulation of the core metabolism between P. pastoris and S. cerevisiae. Detailed comparative analysis of the transcriptomic data also led to new insights into the gene expression profiles of several cellular processes that are not only susceptible to low oxygen concentrations, but might also contribute to enhanced protein secretion.
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Affiliation(s)
- Kristin Baumann
- Department of Chemical Engineering, Autonomous University of Barcelona, Spain
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16
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Cheng H, Li Z, Jiang N, Deng Z. Cloning, purification and characterization of an NAD-Dependent D-Arabitol dehydrogenase from acetic acid bacterium, Acetobacter suboxydans. Protein J 2010; 28:263-72. [PMID: 19629658 DOI: 10.1007/s10930-009-9191-2] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
D-Xylulose-forming D-arabitol dehydrogenase (aArDH) is a key enzyme in the bio-conversion of D-arabitol to xylitol. In this study, we cloned the NAD-dependent D-xylulose-forming D-arabitol dehydrogenase gene from an acetic acid bacterium, Acetobacter suboxydans sp. The enzyme was purified from A. suboxydans sp. and was heterogeneously expressed in Escherichia coli. The native or recombinant enzyme was preferred NAD(H) to NADP(H) as coenzyme. The active recombinant aArDH expressed in E. coli is a homodimer, whereas the native aArDH in A. suboxydans is a homotetramer. On SDS-PAGE, the recombinant and native aArDH give one protein band at the position corresponding to 28 kDa. The optimum pH of polyol oxidation and ketone reduction is found to be pH 8.5 and 5.5 respectively. The highest reaction rate is observed when D-arabitol is used as the substrate (K (m) = 4.5 mM) and the product is determined to be D-xylulose by HPLC analysis.
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Affiliation(s)
- Hairong Cheng
- Laboratory of Microbial Metabolism and School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, 200194, Shanghai, China.
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Kayingo G, Wong B. The MAP kinase Hog1p differentially regulates stress-induced production and accumulation of glycerol and d-arabitol in Candida albicans. Microbiology (Reading) 2005; 151:2987-2999. [PMID: 16151209 DOI: 10.1099/mic.0.28040-0] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Candida albicansproduces and accumulates large amounts of the polyolsd-arabitol and glycerol in culture, and/or in infected mammalian tissues. However, the effects of environmental stresses on production and accumulation of these polyols, and the means by which polyol production and accumulation are regulated have not been studied.C. albicansgrown in glucose at 30 °C (i) produced maximal amounts of glycerol within 6 h, (ii) produced maximal amounts ofd-arabitol and ribitol within 12 h, and (iii) released most of these polyols into the extracellular environment.C. albicansresponded to osmotic and citric acid stress by producing and accumulating more glycerol, and to temperature and oxidative stresses by producing mored-arabitol. The increase in intracellular glycerol was proportional to extracellular osmolarity, suggesting that glycerol functions as an osmolyte. The MAP kinase Hog1p is required for wild-type glycerol production in several fungal species subjected to osmotic stress, but it is not known if Hog1p plays a role in regulatingd-arabitol production. Therefore, twoC. albicans hog1null mutants were constructed and tested for the ability to produce glycerol andd-arabitol in response to environmental stresses. The ability to grow and produce glycerol when exposed to osmotic or citric acid stresses, and to produced-arabitol when exposed to oxidative stress, was partially dependent on Hog1p, but the ability to produced-arabitol when exposed to temperature stress was Hog1p independent. These results imply that multiple pathways regulate glycerol andd-arabitol synthesis inC. albicans.
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Affiliation(s)
- Gerald Kayingo
- Dept of Internal Medicine, Section of Infectious Diseases, Yale University and VA Connecticut Healthcare System, 950 Campbell Avenue (111-I), West Haven, CT 06516, USA
| | - Brian Wong
- Dept of Internal Medicine, Section of Infectious Diseases, Yale University and VA Connecticut Healthcare System, 950 Campbell Avenue (111-I), West Haven, CT 06516, USA
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18
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Soroka NV, Kulminskaya AA, Eneyskaya EV, Shabalin KA, Uffimtcev AV, Povelainen M, Miasnikov AN, Neustroev KN. Synthesis of arabinitol 1-phosphate and its use for characterization of arabinitol-phosphate dehydrogenase. Carbohydr Res 2005; 340:539-46. [PMID: 15721323 DOI: 10.1016/j.carres.2004.11.030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2004] [Accepted: 11/29/2004] [Indexed: 11/30/2022]
Abstract
D-arabinitol 1-phosphate (Ara-ol1-P), a substrate for D-arabinitol-phosphate dehydrogenase (APDH), was chemically synthesized from D-arabinonic acid in five steps (O-acetylation, chlorination, reduction, phosphorylation, and de-O-acetylation). Ara-ol1-P was used as a substrate for the characterization of APDH from Bacillus halodurans. APDH converts Ara-ol1-P to xylulose 5-phosphate in the oxidative reaction; both NAD(+) and NADP(+) were accepted as co-factors. Kinetic parameters for the oxidative and reductive reactions are consistent with a ternary complex mechanism.
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Affiliation(s)
- Nikolai V Soroka
- Molecular and Radiation Biology Division, Petersburg Nuclear Physics Institute, Russian Academy of Science, Gatchina 188300, Russia
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19
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Lin CC, Hsieh PC, Mau JL, Teng DF. Construction of an intergeneric fusion from Schizosaccharomyces pombe and Lentinula edodes for xylan degradation and polyol production. Enzyme Microb Technol 2005. [DOI: 10.1016/j.enzmictec.2004.07.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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20
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Ruijter GJG, Visser J, Rinzema A. Polyol accumulation by Aspergillus oryzae at low water activity in solid-state fermentation. MICROBIOLOGY-SGM 2004; 150:1095-1101. [PMID: 15073319 DOI: 10.1099/mic.0.26723-0] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Polyol accumulation and metabolism were examined in Aspergillus oryzae cultured on whole wheat grains or on wheat dough as a model for solid-state culture. In solid-state fermentation (SSF), water activity (a(w)) is typically low resulting in osmotic stress. In addition to a high level of mannitol, which is always present in the cells, A. oryzae accumulated high concentrations of glycerol, erythritol and arabitol at relatively low a(w) (0.96-0.97) in SSF. Accumulation of such a mixture of polyols is rather unusual and might be typical for SSF. A. oryzae mycelium accumulating various polyols at low a(w) contained at least four distinct polyol dehydrogenases with highest activities toward glycerol, erythritol, D-arabitol and mannitol. NADP(+)-dependent glycerol dehydrogenase activity correlated very well with glycerol accumulation. A similar correlation was observed for erythritol and NADP(+)-erythritol dehydrogenase suggesting that NADP(+)-dependent glycerol and erythritol dehydrogenases are involved in biosynthesis of glycerol and erythritol, respectively, and that these enzymes are induced by osmotic stress.
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Affiliation(s)
- George J G Ruijter
- Wageningen University, Laboratory of Microbiology, Dreijenlaan 2, 6703HA Wageningen, The Netherlands
- Wageningen Centre for Food Sciences, PO Box 557, 6700AN Wageningen, The Netherlands
| | - Jaap Visser
- Wageningen Centre for Food Sciences, PO Box 557, 6700AN Wageningen, The Netherlands
| | - Arjen Rinzema
- Wageningen University, Food and Bioprocess Engineering Group, PO Box 8129, 6700EV Wageningen, The Netherlands
- Wageningen Centre for Food Sciences, PO Box 557, 6700AN Wageningen, The Netherlands
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Huck JHJ, Roos B, Jakobs C, van der Knaap MS, Verhoeven NM. Evaluation of pentitol metabolism in mammalian tissues provides new insight into disorders of human sugar metabolism. Mol Genet Metab 2004; 82:231-7. [PMID: 15234337 DOI: 10.1016/j.ymgme.2004.05.003] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2004] [Revised: 04/30/2004] [Accepted: 05/05/2004] [Indexed: 12/27/2022]
Abstract
To more completely elucidate the pathways of sugar metabolism in human, we have evaluated the formation and degradation of pentitols in human fibroblasts and erythrocytes. Cultured human fibroblasts were incubated with d-arabinose, d-ribose, d-ribulose, and d-xylulose. Formation of arabitol and ribitol was analyzed by gas chromatography of the incubation medium and cell homogenate. We found that the pentoses d-arabinose and d-ribose could cross cell membranes, which indicate possible pentitol formation from extracellular pentoses. Fibroblasts formed 17+/-4 nmol arabitol/4 days/mg protein from d-arabinose and ribitol production rates of 70+/-15 nmol/4 days/mg protein were found after d-ribose incubation. Following d-ribulose incubation 13 nmol ribitol/4 days/mg protein was found. Human cultured fibroblasts were also incubated with d-arabitol, ribitol, and xylitol. Analyzing the incubation medium and cell homogenate revealed an absence of pentose formation. However, export of the pentitols arabitol and ribitol across the cell membrane was demonstrated, indicating that pentitols can be cleared from the body without metabolic conversion. Finally, human erythrocytes were incubated with d-/l-arabitol, ribitol, sorbitol, and xylitol. Activities of potential pentitol dehydrogenases were evaluated by a fluorometric assay. No evidence for ribitol and arabitol degradation was observed in human erythrocytes, as compared to polyol dehydrogenase activities ranging from 1.3 to 6.1 pmol NADH/min/microl erythrocytes observed using sorbitol and xylitol. Our results indicate that ribitol and arabitol are metabolic end products in humans.
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Affiliation(s)
- Jojanneke H J Huck
- Department of Child Neurology, VU University Medical Centre, Amsterdam, The Netherlands
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22
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Povelainen M, Eneyskaya EV, Kulminskaya AA, Ivanen DR, Kalkkinen N, Neustroev KN, Miasnikov AN. Biochemical and genetic characterization of a novel enzyme of pentitol metabolism: D-arabitol-phosphate dehydrogenase. Biochem J 2003; 371:191-7. [PMID: 12467497 PMCID: PMC1223252 DOI: 10.1042/bj20021096] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2002] [Revised: 11/20/2002] [Accepted: 12/06/2002] [Indexed: 11/17/2022]
Abstract
An enzyme with a specificity that has not been described previously, D-arabitol-phosphate dehydrogenase (APDH), has been purified from cell lysate of Enterococcus avium. SDS/PAGE indicated that the enzyme had a molecular mass of 41+/-2 kDa, whereas a molecular mass of 160+/-5 kDa was observed under non-denaturing conditions, implying that the APDH may exist as a tetramer with identical subunits. Purified APDH was found to have a narrow substrate specificity, converting only D-arabitol 1-phosphate and D-arabitol 5-phosphate into xylulose 5-phosphate and ribulose 5-phosphate, respectively, in the oxidative reaction. Both NAD(+) and NADP(+) were accepted as cofactors. Based on the partial protein sequences, the APDH gene was cloned. Homology comparisons place APDH within the medium-range dehydrogenase family. Unlike most members of this family, APDH requires Mn(2+) but no Zn(2+) for enzymic activity. The DNA sequence surrounding the gene suggests that it belongs to an operon that also contains several components of phosphotransferase system. Both biochemical evidence and protein sequence homology comparisons indicate that similar enzymes are widespread among the Gram-positive bacteria. Their apparent biological role is to participate in arabitol catabolism via the 'arabitol phosphate route', similar to the ribitol and xylitol catabolic routes described previously.
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Affiliation(s)
- Mira Povelainen
- Danisco Cultor Innovation, Sokeritehtaantie 20, Kantvik 02460, Finland
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23
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Miyazaki Y, Geber A, Miyazaki H, Falconer D, Parkinson T, Hitchcock C, Grimberg B, Nyswaner K, Bennett JE. Cloning, sequencing, expression and allelic sequence diversity of ERG3 (C-5 sterol desaturase gene) in Candida albicans. Gene 1999; 236:43-51. [PMID: 10433965 DOI: 10.1016/s0378-1119(99)00263-2] [Citation(s) in RCA: 56] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The C-5 sterol desaturase gene (ERG3), essential for yeast ergosterol biosynthesis, was cloned and sequenced from Candida albicans by homology with the Saccharomyces cerevisiae ERG3. The ERG3 ORF contained 1158bp and encoded 386 deduced amino acids. The clone was used to transform a gal1 mutant derived from the Darlington strain of C. albicans, using galactose selection. The Darlington strain is known to lack Delta(5,6) sterols, i.e. to have an erg3 phenotype (Howell, S.A., et al., 1990. J. Appl. Bacteriol. 69, 692-696). The transformant (CDTR1) contained six tandem integrated ERG3GAL1 repeats, had double the abundance of ERG3 transcript found in the host strain, and synthesized ergosterol, a Delta(5,6) sterol.The Darlington strain was noted to have an abundance of ERG3 transcript. Both ERG3 alleles in Darlington were cloned and sequenced in order to look for changes that might explain the erg3 phenotype. One allele, called Dar-2, contained a stop codon in place of tryptophan-292. The other ERG3 allele, called Dar-1, had changes in three amino acids, two of which were conserved in three fungal and one plant species. EcoRI genomic fragments containing ERG3 from the Dar-1 allele and from B311, the wild-type strain, were inserted into the plasmid pRS316 and used to transform a Saccharomyces cerevisiae erg3,ura3 mutant using uracil selection. The 4.1kb ERG3 fragments from the B311 and Dar-1 both contained 1. 4kb 5' and 1.5kb 3' flanking sequences around the coding region. Transformants with ERG3 from B311 but not from Dar-1 showed restored ergosterol synthesis. One or more of these three deduced amino acids in the Dar-1 allele of ERG3 appeared critical for function.
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Affiliation(s)
- Y Miyazaki
- Clinical Mycology Section, Laboratory of Clinical Investigation, National Institute of Allergy and Infectious Diseases, NIH. 10 Center Drive, Bethesda, MD 20892, USA
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Chaturvedi V, Bartiss A, Wong B. Expression of bacterial mtlD in Saccharomyces cerevisiae results in mannitol synthesis and protects a glycerol-defective mutant from high-salt and oxidative stress. J Bacteriol 1997; 179:157-62. [PMID: 8981993 PMCID: PMC178674 DOI: 10.1128/jb.179.1.157-162.1997] [Citation(s) in RCA: 79] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Polyols, or polyhydroxy alcohols, are produced by many fungi. Saccharomyces cerevisiae produces large amounts of glycerol, and several fungi that cause serious human infections produce D-arabinitol and mannitol. Glycerol functions as an intracellular osmolyte in S. cerevisiae, but the functions of D-arabinitol and mannitol in pathogenic fungi are not yet known. To investigate the functions of mannitol, we constructed a new mannitol biosynthetic pathway in S. cerevisiae. S. cerevisiae transformed with multicopy plasmids encoding the mannitol-1-phosphate dehydrogenase of Escherichia coli produced mannitol, whereas S. cerevisiae transformed with control plasmids did not. Although mannitol production had no obvious phenotypic effects in wild-type S. cerevisiae, it restored the ability of a glycerol-defective, osmosensitive osg1-1 mutant to grow in the presence of high NaCl concentrations. Moreover, osg1-1 mutants producing mannitol were more resistant to killing by oxidants produced by a cell-free H2O2-FeSO4-NaI system than were controls. These results indicate that mannitol can (i) function as an intracellular osmolyte in S. cerevisiae, (ii) substitute for glycerol as the principal intracellular osmolyte in S. cerevisiae, and (iii) protect S. cerevisiae from oxidative damage by scavenging toxic oxygen intermediates.
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Affiliation(s)
- V Chaturvedi
- Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
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