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Zhao M, Ma J, Zhang L, Qi H. Engineering strategies for enhanced heterologous protein production by Saccharomyces cerevisiae. Microb Cell Fact 2024; 23:32. [PMID: 38247006 PMCID: PMC10801990 DOI: 10.1186/s12934-024-02299-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 01/05/2024] [Indexed: 01/23/2024] Open
Abstract
Microbial proteins are promising substitutes for animal- and plant-based proteins. S. cerevisiae, a generally recognized as safe (GRAS) microorganism, has been frequently employed to generate heterologous proteins. However, constructing a universal yeast chassis for efficient protein production is still a challenge due to the varying properties of different proteins. With progress in synthetic biology, a multitude of molecular biology tools and metabolic engineering strategies have been employed to alleviate these issues. This review first analyses the advantages of protein production by S. cerevisiae. The most recent advances in improving heterologous protein yield are summarized and discussed in terms of protein hyperexpression systems, protein secretion engineering, glycosylation pathway engineering and systems metabolic engineering. Furthermore, the prospects for efficient and sustainable heterologous protein production by S. cerevisiae are also provided.
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Affiliation(s)
- Meirong Zhao
- Department of Biochemical Engineering, School of Chemical Engineering and Technology, Frontier Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (MOE), Tianjin University, Tianjin, 300350, China
| | - Jianfan Ma
- Department of Biochemical Engineering, School of Chemical Engineering and Technology, Frontier Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (MOE), Tianjin University, Tianjin, 300350, China
| | - Lei Zhang
- Department of Biochemical Engineering, School of Chemical Engineering and Technology, Frontier Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (MOE), Tianjin University, Tianjin, 300350, China
| | - Haishan Qi
- Department of Biochemical Engineering, School of Chemical Engineering and Technology, Frontier Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (MOE), Tianjin University, Tianjin, 300350, China.
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Minnaar L, den Haan R. Engineering natural isolates of Saccharomyces cerevisiae for consolidated bioprocessing of cellulosic feedstocks. Appl Microbiol Biotechnol 2023; 107:7013-7028. [PMID: 37688599 PMCID: PMC10589140 DOI: 10.1007/s00253-023-12729-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 08/03/2023] [Accepted: 08/06/2023] [Indexed: 09/11/2023]
Abstract
Saccharomyces cerevisiae has gained much attention as a potential host for cellulosic bioethanol production using consolidated bioprocessing (CBP) methodologies, due to its high-ethanol-producing titres, heterologous protein production capabilities, and tolerance to various industry-relevant stresses. Since the secretion levels of heterologous proteins are generally low in domesticated strains of S. cerevisiae, natural isolates may offer a more diverse genetic background for improved heterologous protein secretion, while also displaying greater robustness to process stresses. In this study, the potential of natural and industrial S. cerevisiae strains to secrete a core set of cellulases (CBH1, CBH2, EG2, and BGL1), encoded by genes integrated using CRISPR/Cas9 tools, was evaluated. High levels of heterologous protein production were associated with a reduced maximal growth rate and with slight changes in overall strain robustness, compared to the parental strains. The natural isolate derivatives YI13_BECC and YI59_BECC displayed superior secretion capacity for the heterologous cellulases at high incubation temperature and in the presence of acetic acid, respectively, compared to the reference industrial strain MH1000_BECC. These strains also exhibited multi-tolerance to several fermentation-associated and secretion stresses. Cultivation of the strains on crystalline cellulose in oxygen-limited conditions yielded ethanol concentrations in the range of 4-4.5 g/L, representing 35-40% of the theoretical maximum ethanol yield after 120 h, without the addition of exogenous enzymes. This study therefore highlights the potential of these natural isolates to be used as chassis organisms in CBP bioethanol production. KEY POINTS: • Process-related fermentation stresses influence heterologous protein production. • Transformants produced up to 4.5 g/L ethanol, ~ 40% of the theoretical yield in CBP. • CRISPR/Cas9 was feasible for integrating genes in natural S. cerevisiae isolates.
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Affiliation(s)
- Letitia Minnaar
- Department of Biotechnology, University of the Western Cape, Bellville, South Africa
| | - Riaan den Haan
- Department of Biotechnology, University of the Western Cape, Bellville, South Africa.
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3
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Durmusoglu D, Al'Abri I, Li Z, Islam Williams T, Collins LB, Martínez JL, Crook N. Improving therapeutic protein secretion in the probiotic yeast Saccharomyces boulardii using a multifactorial engineering approach. Microb Cell Fact 2023; 22:109. [PMID: 37287064 PMCID: PMC10245609 DOI: 10.1186/s12934-023-02117-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 05/20/2023] [Indexed: 06/09/2023] Open
Abstract
The probiotic yeast Saccharomyces boulardii (Sb) is a promising chassis to deliver therapeutic proteins to the gut due to Sb's innate therapeutic properties, resistance to phage and antibiotics, and high protein secretion capacity. To maintain therapeutic efficacy in the context of challenges such as washout, low rates of diffusion, weak target binding, and/or high rates of proteolysis, it is desirable to engineer Sb strains with enhanced levels of protein secretion. In this work, we explored genetic modifications in both cis- (i.e. to the expression cassette of the secreted protein) and trans- (i.e. to the Sb genome) that enhance Sb's ability to secrete proteins, taking a Clostridioides difficile Toxin A neutralizing peptide (NPA) as our model therapeutic. First, by modulating the copy number of the NPA expression cassette, we found NPA concentrations in the supernatant could be varied by sixfold (76-458 mg/L) in microbioreactor fermentations. In the context of high NPA copy number, we found a previously-developed collection of native and synthetic secretion signals could further tune NPA secretion between 121 and 463 mg/L. Then, guided by prior knowledge of S. cerevisiae's secretion mechanisms, we generated a library of homozygous single gene deletion strains, the most productive of which achieved 2297 mg/L secretory production of NPA. We then expanded on this library by performing combinatorial gene deletions, supplemented by proteomics experiments. We ultimately constructed a quadruple protease-deficient Sb strain that produces 5045 mg/L secretory NPA, an improvement of > tenfold over wild-type Sb. Overall, this work systematically explores a broad collection of engineering strategies to improve protein secretion in Sb and highlights the ability of proteomics to highlight under-explored mediators of this process. In doing so, we created a set of probiotic strains that are capable of delivering a wide range of protein titers and therefore furthers the ability of Sb to deliver therapeutics to the gut and other settings to which it is adapted.
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Affiliation(s)
- Deniz Durmusoglu
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA
| | - Ibrahim Al'Abri
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA
| | - Zidan Li
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA
| | - Taufika Islam Williams
- Molecular Education, Technology and Research Innovation Center (METRIC), North Carolina State University, Raleigh, NC, USA
- Department of Chemistry, North Carolina State University, Raleigh, NC, USA
| | - Leonard B Collins
- Molecular Education, Technology and Research Innovation Center (METRIC), North Carolina State University, Raleigh, NC, USA
| | - José L Martínez
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Nathan Crook
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA.
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Malm M, Kuo CC, Barzadd MM, Mebrahtu A, Wistbacka N, Razavi R, Volk AL, Lundqvist M, Kotol D, Tegel H, Hober S, Edfors F, Gräslund T, Chotteau V, Field R, Varley PG, Roth RG, Lewis NE, Hatton D, Rockberg J. Harnessing secretory pathway differences between HEK293 and CHO to rescue production of difficult to express proteins. Metab Eng 2022; 72:171-187. [PMID: 35301123 PMCID: PMC9189052 DOI: 10.1016/j.ymben.2022.03.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 02/09/2022] [Accepted: 03/10/2022] [Indexed: 10/31/2022]
Abstract
Biologics represent the fastest growing group of therapeutics, but many advanced recombinant protein moieties remain difficult to produce. Here, we identify metabolic engineering targets limiting expression of recombinant human proteins through a systems biology analysis of the transcriptomes of CHO and HEK293 during recombinant expression. In an expression comparison of 24 difficult to express proteins, one third of the challenging human proteins displayed improved secretion upon host cell swapping from CHO to HEK293. Guided by a comprehensive transcriptomics comparison between cell lines, especially highlighting differences in secretory pathway utilization, a co-expression screening of 21 secretory pathway components validated ATF4, SRP9, JUN, PDIA3 and HSPA8 as productivity boosters in CHO. Moreover, more heavily glycosylated products benefitted more from the elevated activities of the N- and O-glycosyltransferases found in HEK293. Collectively, our results demonstrate the utilization of HEK293 for expression rescue of human proteins and suggest a methodology for identification of secretory pathway components for metabolic engineering of HEK293 and CHO.
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Affiliation(s)
- Magdalena Malm
- Dept. of Protein Science, KTH - Royal Institute of Technology, Stockholm, SE-106 91, Sweden
| | - Chih-Chung Kuo
- Departments of Pediatrics and Bioengineering, University of California, San Diego, La Jolla, CA, 92093, USA; The Novo Nordisk Foundation Center for Biosustainability at the University of California, San Diego, CA, 92093, USA
| | - Mona Moradi Barzadd
- Dept. of Protein Science, KTH - Royal Institute of Technology, Stockholm, SE-106 91, Sweden
| | - Aman Mebrahtu
- Dept. of Protein Science, KTH - Royal Institute of Technology, Stockholm, SE-106 91, Sweden
| | - Num Wistbacka
- Dept. of Protein Science, KTH - Royal Institute of Technology, Stockholm, SE-106 91, Sweden
| | - Ronia Razavi
- Dept. of Protein Science, KTH - Royal Institute of Technology, Stockholm, SE-106 91, Sweden
| | - Anna-Luisa Volk
- Dept. of Protein Science, KTH - Royal Institute of Technology, Stockholm, SE-106 91, Sweden
| | - Magnus Lundqvist
- Dept. of Protein Science, KTH - Royal Institute of Technology, Stockholm, SE-106 91, Sweden
| | - David Kotol
- Science for Life Laboratory, KTH - Royal Institute of Technology, Solna, 171 65, Sweden
| | - Hanna Tegel
- Dept. of Protein Science, KTH - Royal Institute of Technology, Stockholm, SE-106 91, Sweden
| | - Sophia Hober
- Dept. of Protein Science, KTH - Royal Institute of Technology, Stockholm, SE-106 91, Sweden
| | - Fredrik Edfors
- Science for Life Laboratory, KTH - Royal Institute of Technology, Solna, 171 65, Sweden
| | - Torbjörn Gräslund
- Dept. of Protein Science, KTH - Royal Institute of Technology, Stockholm, SE-106 91, Sweden
| | - Veronique Chotteau
- Dept. of Industrial Biotechnology, KTH - Royal Institute of Technology, Stockholm, SE-10691, Sweden
| | - Ray Field
- Cell Culture and Fermentation Sciences, BioPharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | - Paul G Varley
- Cell Culture and Fermentation Sciences, BioPharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | - Robert G Roth
- Discovery Biology, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Nathan E Lewis
- Departments of Pediatrics and Bioengineering, University of California, San Diego, La Jolla, CA, 92093, USA; The Novo Nordisk Foundation Center for Biosustainability at the University of California, San Diego, CA, 92093, USA.
| | - Diane Hatton
- Cell Culture and Fermentation Sciences, BioPharmaceutical Development, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | - Johan Rockberg
- Dept. of Protein Science, KTH - Royal Institute of Technology, Stockholm, SE-106 91, Sweden.
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5
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den Haan R, Rose SH, Cripwell RA, Trollope KM, Myburgh MW, Viljoen-Bloom M, van Zyl WH. Heterologous production of cellulose- and starch-degrading hydrolases to expand Saccharomyces cerevisiae substrate utilization: Lessons learnt. Biotechnol Adv 2021; 53:107859. [PMID: 34678441 DOI: 10.1016/j.biotechadv.2021.107859] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 10/14/2021] [Accepted: 10/15/2021] [Indexed: 12/28/2022]
Abstract
Selected strains of Saccharomyces cerevisiae are used for commercial bioethanol production from cellulose and starch, but the high cost of exogenous enzymes for substrate hydrolysis remains a challenge. This can be addressed through consolidated bioprocessing (CBP) where S. cerevisiae strains are engineered to express recombinant glycoside hydrolases during fermentation. Looking back at numerous strategies undertaken over the past four decades to improve recombinant protein production in S. cerevisiae, it is evident that various steps in the protein production "pipeline" can be manipulated depending on the protein of interest and its anticipated application. In this review, we briefly introduce some of the strategies and highlight lessons learned with regards to improved transcription, translation, post-translational modification and protein secretion of heterologous hydrolases. We examine how host strain selection and modification, as well as enzyme compatibility, are crucial determinants for overall success. Finally, we discuss how lessons from heterologous hydrolase expression can inform modern synthetic biology and genome editing tools to provide process-ready yeast strains in future. However, it is clear that the successful expression of any particular enzyme is still unpredictable and requires a trial-and-error approach.
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Affiliation(s)
- Riaan den Haan
- Department of Biotechnology, University of the Western Cape, Bellville, South Africa
| | - Shaunita H Rose
- Department of Microbiology, Stellenbosch University, Stellenbosch, South Africa
| | - Rosemary A Cripwell
- Department of Microbiology, Stellenbosch University, Stellenbosch, South Africa
| | - Kim M Trollope
- Department of Microbiology, Stellenbosch University, Stellenbosch, South Africa
| | - Marthinus W Myburgh
- Department of Microbiology, Stellenbosch University, Stellenbosch, South Africa
| | | | - Willem H van Zyl
- Department of Microbiology, Stellenbosch University, Stellenbosch, South Africa.
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6
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Pereira R, Ishchuk OP, Li X, Liu Q, Liu Y, Otto M, Chen Y, Siewers V, Nielsen J. Metabolic Engineering of Yeast. Metab Eng 2021. [DOI: 10.1002/9783527823468.ch18] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Koskela EV, Gonzalez Salcedo A, Piirainen MA, Iivonen HA, Salminen H, Frey AD. Mining Data From Plasma Cell Differentiation Identified Novel Genes for Engineering of a Yeast Antibody Factory. Front Bioeng Biotechnol 2020; 8:255. [PMID: 32296695 PMCID: PMC7136540 DOI: 10.3389/fbioe.2020.00255] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 03/12/2020] [Indexed: 12/16/2022] Open
Abstract
Saccharomyces cerevisiae is a common platform for production of therapeutic proteins, but it is not intrinsically suited for the manufacturing of antibodies. Antibodies are naturally produced by plasma cells (PCs) and studies conducted on PC differentiation provide a comprehensive blueprint for the cellular transformations needed to create an antibody factory. In this study we mined transcriptomics data from PC differentiation to improve antibody secretion by S. cerevisiae. Through data exploration, we identified several new target genes. We tested the effects of 14 genetic modifications belonging to different cellular processes on protein production. Four of the tested genes resulted in improved antibody expression. The ER stress sensor IRE1 increased the final titer by 1.8-fold and smaller effects were observed with PSA1, GOT1, and HUT1 increasing antibody titers by 1. 6-, 1. 4-, and 1.4-fold. When testing combinations of these genes, the highest increases were observed when co-expressing IRE1 with PSA1, or IRE1 with PSA1 and HUT1, resulting in 3.8- and 3.1-fold higher antibody titers. In contrast, strains expressing IRE1 alone or in combination with the other genes produced similar or lower levels of recombinantly expressed endogenous yeast acid phosphatase compared to the controls. Using a genetic UPR responsive GFP reporter construct, we show that IRE1 acts through constitutive activation of the unfolded protein response. Moreover, the positive effect of IRE1 expression was transferable to other antibody molecules. We demonstrate how data exploration from an evolutionary distant, but highly specialized cell type can pinpoint new genetic targets and provide a novel concept for rationalized cell engineering.
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Affiliation(s)
- Essi V Koskela
- Department of Bioproducts and Biosystems, Aalto University, Espoo, Finland
| | | | - Mari A Piirainen
- Department of Bioproducts and Biosystems, Aalto University, Espoo, Finland
| | - Heidi A Iivonen
- Department of Bioproducts and Biosystems, Aalto University, Espoo, Finland
| | - Heidi Salminen
- Department of Bioproducts and Biosystems, Aalto University, Espoo, Finland
| | - Alexander D Frey
- Department of Bioproducts and Biosystems, Aalto University, Espoo, Finland
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Thak EJ, Yoo SJ, Moon HY, Kang HA. Yeast synthetic biology for designed cell factories producing secretory recombinant proteins. FEMS Yeast Res 2020; 20:5721243. [DOI: 10.1093/femsyr/foaa009] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Accepted: 01/30/2020] [Indexed: 12/17/2022] Open
Abstract
ABSTRACT
Yeasts are prominent hosts for the production of recombinant proteins from industrial enzymes to therapeutic proteins. Particularly, the similarity of protein secretion pathways between these unicellular eukaryotic microorganisms and higher eukaryotic organisms has made them a preferential host to produce secretory recombinant proteins. However, there are several bottlenecks, in terms of quality and quantity, restricting their use as secretory recombinant protein production hosts. In this mini-review, we discuss recent developments in synthetic biology approaches to constructing yeast cell factories endowed with enhanced capacities of protein folding and secretion as well as designed targeted post-translational modification process functions. We focus on the new genetic tools for optimizing secretory protein expression, such as codon-optimized synthetic genes, combinatory synthetic signal peptides and copy number-controllable integration systems, and the advanced cellular engineering strategies, including endoplasmic reticulum and protein trafficking pathway engineering, synthetic glycosylation, and cell wall engineering, for improving the quality and yield of secretory recombinant proteins.
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Affiliation(s)
- Eun Jung Thak
- Laboratory of Molecular Systems Biology, Department of Life Science, Chung-Ang University, Seoul 06974, South Korea
| | - Su Jin Yoo
- Laboratory of Molecular Systems Biology, Department of Life Science, Chung-Ang University, Seoul 06974, South Korea
| | - Hye Yun Moon
- Laboratory of Molecular Systems Biology, Department of Life Science, Chung-Ang University, Seoul 06974, South Korea
| | - Hyun Ah Kang
- Laboratory of Molecular Systems Biology, Department of Life Science, Chung-Ang University, Seoul 06974, South Korea
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Improved cellulase production in recombinant Saccharomyces cerevisiae by disrupting the cell wall protein-encoding gene CWP2. J Biosci Bioeng 2019; 129:165-171. [PMID: 31537451 DOI: 10.1016/j.jbiosc.2019.08.012] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 08/23/2019] [Accepted: 08/23/2019] [Indexed: 12/27/2022]
Abstract
Budding yeast Saccharomyces cerevisiae has been widely used for heterologous protein production. However, low protein production titer and secretion levels continue to challenge its practical applications. The yeast cell wall plays important roles in yeast cell growth and environmental responses. Nevertheless, the effects of yeast cell wall proteins on heterologous protein production and secretion remain unclear. CWP2 encodes a mannoprotein that is the major component of the yeast cell wall. So far, studies on its function have been very limited. Here we show that CWP2 disruption improved extracellular cellobiohydrolase activity by 85.9%. A calcofluor white hypersensitivity assay revealed increased sensitivity of the mutant compared to the parental strain, indicating impaired cell wall integrity. However, no changes were observed in normal cell growth or growth stressed by tunicamycin and dithiothreitol, suggesting that the unfolded protein response pathway was not affected by the gene disruption. Comparative transcriptome analysis revealed changes in multiple genes involved in cell wall structure, biosynthesis, and cell wall integrity induced by CWP2 disruption, suggesting a pivotal role of Cwp2p in yeast cell wall organization. Notably, CWP2 disruption also led to elevated transcription of a large number of genes involved in ribosome biogenesis, which indicated that CWP2 is not only in yeast cell wall biosynthesis, but also in protein translation. This work reveals novel insights into the functions of CWP2 and also presents a new strategy to increase heterologous protein production in yeast strains by manipulating cell wall-related proteins.
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Engineering the early secretory pathway for increased protein secretion in Saccharomyces cerevisiae. Metab Eng 2019; 55:142-151. [PMID: 31220665 DOI: 10.1016/j.ymben.2019.06.010] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Revised: 05/31/2019] [Accepted: 06/17/2019] [Indexed: 11/21/2022]
Abstract
The yeast Saccharomyces cerevisiae is a valuable host for the production of heterologous proteins with a wide array of applications, ranging from cellulose saccharification enzymes to biopharmaceuticals. Efficient protein secretion may be critical for economic viability; however previous efforts have shown limited improvements that are often protein-specific. By enhancing transit through the early secretory pathway, we have successfully improved extracellular levels of three different proteins from variety of origins: a bacterial endoglucanase (CelA), a fungal β-glucosidase (BglI) and a single-chain antibody fragment (4-4-20 scFv). Efficient co-translational translocation into the endoplasmic reticulum (ER) was achieved via secretion peptide engineering and the novel use of a 3'-untranslated region, improving extracellular activity or fluorescence 2.2-5.4-fold. We further optimized the pathway using a variety of new strategies including: i) increasing secretory pathway capacity by expanding the ER, ii) limiting ER-associated degradation, and iii) enhancing exit from the ER. By addressing these additional ER processing steps, extracellular activity/fluorescence increased by 3.5-7.1-fold for the three diverse proteins. The optimal combination of pathway interventions varied, and the highest overall increases ranged from 5.8 to 11-fold. These successful strategies should prove effective for improving the secretion of a wide range of heterologous proteins.
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Lian J, Mishra S, Zhao H. Recent advances in metabolic engineering of Saccharomyces cerevisiae: New tools and their applications. Metab Eng 2018; 50:85-108. [DOI: 10.1016/j.ymben.2018.04.011] [Citation(s) in RCA: 140] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Revised: 04/09/2018] [Accepted: 04/13/2018] [Indexed: 10/17/2022]
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12
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Sheng J, Lei S, Yuan L, Feng X. Cell-free protein synthesis of norovirus virus-like particles. RSC Adv 2017. [DOI: 10.1039/c7ra03742b] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Cell-free protein expression of norovirus virus-like-particles.
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Affiliation(s)
- Jiayuan Sheng
- Department of Biological Systems Engineering
- Virginia Polytechnic Institute and State University
- Blacksburg
- USA
| | - Shaohua Lei
- Department of Biomedical Sciences and Pathobiology
- Virginia Polytechnic Institute and State University
- Blacksburg
- USA
| | - Lijuan Yuan
- Department of Biomedical Sciences and Pathobiology
- Virginia Polytechnic Institute and State University
- Blacksburg
- USA
| | - Xueyang Feng
- Department of Biological Systems Engineering
- Virginia Polytechnic Institute and State University
- Blacksburg
- USA
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