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Wu X, Wan X, Yu H, Liu H. Recent advances in CRISPR-Cas system for Saccharomyces cerevisiae engineering. Biotechnol Adv 2025; 81:108557. [PMID: 40081781 DOI: 10.1016/j.biotechadv.2025.108557] [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: 12/04/2024] [Revised: 02/24/2025] [Accepted: 03/06/2025] [Indexed: 03/16/2025]
Abstract
Yeast Saccharomyces cerevisiae (S. cerevisiae) is a crucial industrial platform for producing a wide range of chemicals, fuels, pharmaceuticals, and nutraceutical ingredients. It is also commonly used as a model organism for fundamental research. In recent years, the CRISPR-Cas (clustered regularly interspaced short palindromic repeats-CRISPR-associated proteins) system has become the preferred technology for genetic manipulation in S. cerevisiae owing to its high efficiency, precision, and user-friendliness. This system, along with its extensive toolbox, has significantly accelerated the construction of pathways, enzyme optimization, and metabolic engineering in S. cerevisiae. Furthermore, it has allowed researchers to accelerate phenotypic evolution and gain deeper insights into fundamental biological questions, such as genotype-phenotype relationships. In this review, we summarize the latest advancements in the CRISPR-Cas toolbox for S. cerevisiae and highlight its applications in yeast cell factory construction and optimization, enzyme and phenotypic evolution, genome-scale functional interrogation, gene drives, and the advancement of biotechnologies. Finally, we discuss the challenges and potential for further optimization and applications of the CRISPR-Cas system in S. cerevisiae.
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Affiliation(s)
- Xinxin Wu
- Frontiers Science Center of Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Xiaowen Wan
- State Key Laboratory of Biotherapy and Cancer Centre/Collaborative Innovation Centre for Biotherapy, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Hongbin Yu
- Department of Hematology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Huayi Liu
- Frontiers Science Center of Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China; State Key Laboratory of Biotherapy and Cancer Centre/Collaborative Innovation Centre for Biotherapy, West China Hospital, Sichuan University, Chengdu 610041, China; Department of Hematology, West China Hospital, Sichuan University, Chengdu 610041, China.
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Wang W, Pan L, He H, Xue H, Huang H, Samosir AM, Fu X, Shen Y. Systematic Engineering for Efficient Uric Acid-Degrading Activity in Probiotic Yeast Saccharomyces boulardii. ACS Synth Biol 2025. [PMID: 40340401 DOI: 10.1021/acssynbio.4c00831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/10/2025]
Abstract
Hyperuricemia, caused by uric acid disequilibrium, is a prevalent metabolic disease that most commonly manifests as gout and is closely associated with a spectrum of other comorbidities such as renal disorders and cardiovascular diseases. While natural and engineered probiotics that promote catabolism of uric acid in the intestine have shown promise in relieving hyperuricemia, limitations in strain efficiency and the requirements for achieving high performance remain major hurdles in the practical application of probiotic-mediated prevention and management. Here, we employed a systematic strategy to engineer a high-efficiency uric acid catabolism pathway in S. cerevisiae. An uricase from Vibrio vulnificus, exhibiting high-level activity in S. cerevisiae, was identified as the uric acid-degrading component. The expression level and stability of urate transporter UapA were improved by constructing a chimera, enabling reliable uric acid import in S. cerevisiae. Additionally, constitutive promoters were selected and combinatorially assembled with the two functional components, creating a collection of pathways that confer varied levels of uric acid catabolic activity to S. cerevisiae. The best-performing pathway can express uric acid-degrading activity up to 365.32 ± 20.54 μmol/h/OD, requiring only simple cultivation steps. Eventually, we took advantage of the genetic similarity between model organism S. cerevisiae and probiotic S. boulardii and integrated the optimized pathway into identified high-expression integration loci in the S. boulardii genome. The activity can be stably maintained under high-density fermentation conditions. Overall, this study provided a high-potential hyperuricemia-managing yeast probiotic strain, demonstrating the capabilities of developing recombinant probiotics.
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Affiliation(s)
- Wenzhuo Wang
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou Higher Education Mega Center, Panyu District, Guangzhou, Guangdong 510006, PR China
- BGI Research, Hangzhou 310030, China
| | - Lei Pan
- BGI Research, Hangzhou 310030, China
- State Key Laboratory of Genome and Multi-omics Technologies, BGI Research, Hangzhou 310030, China
| | | | | | - He Huang
- BGI Research, Changzhou 213299, China
| | | | - Xian Fu
- BGI Research, Changzhou 213299, China
- BGI Research, Shenzhen 518083, China
- Guangdong Provincial Key Laboratory of Genome Read and Write, BGI Research, Shenzhen 518083, China
| | - Yue Shen
- BGI Research, Changzhou 213299, China
- BGI Research, Shenzhen 518083, China
- Guangdong Provincial Key Laboratory of Genome Read and Write, BGI Research, Shenzhen 518083, China
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Baek S, Kim B, Pathiraja D, Choi IG. Development of a Transposon-Based Genome Engineering Toolkit for Efficient and Adaptable Genetic Modifications in Wolfiporia cocos. ACS Synth Biol 2025; 14:1152-1160. [PMID: 40173021 DOI: 10.1021/acssynbio.4c00766] [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] [Indexed: 04/04/2025]
Abstract
Advances in genome engineering of fungal strains are rapidly progressing, driven by the increasing interest in fungal biotechnology. Given the unique genomic and cellular complexity of fungi, each strain benefits from a tailored toolkit for efficient genome engineering. Here, we present a transposon-based engineering toolkit specifically optimized for Wolfiporia cocos, a species valued for its bioactive compounds. This toolkit significantly improves transformation efficiency, enabling multiplexed gene integration and facilitating rapid, flexible prototyping by assembling multiple genes into transposomes in a cocktail format, which bypasses the need for an intricate genetic circuit assembly. Engineered strains demonstrated stable expression across generations, as confirmed by successful genomic integration. Additionally, we identified six native W. cocos promoters from transcriptomic data, with two showing robust, constitutive expression in the mycelium of engineered strains. This transposon-based toolkit offers a versatile resource for synthetic biology, supporting efficient and adaptable genetic modifications within fungal systems.
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Affiliation(s)
- Seungwoo Baek
- Department of Biotechnology, School of Life Science and Biotechnology, Korea University, Seoul 02847, Republic of Korea
| | - Bogun Kim
- Department of Biotechnology, School of Life Science and Biotechnology, Korea University, Seoul 02847, Republic of Korea
| | - Duleepa Pathiraja
- Department of Chemistry, Faculty of Science, University of Colombo, Colombo 03, Sri Lanka
| | - In-Geol Choi
- Department of Biotechnology, School of Life Science and Biotechnology, Korea University, Seoul 02847, Republic of Korea
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Rahmasari D, Kahar P, de Oliveira AV, Putra FJN, Kondo A, Ogino C. Factors Affecting D-Lactic Acid Production by Flocculant Saccharomyces cerevisiae Under Non-Neutralizing Conditions. Microorganisms 2025; 13:618. [PMID: 40142511 PMCID: PMC11944911 DOI: 10.3390/microorganisms13030618] [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: 02/03/2025] [Revised: 03/02/2025] [Accepted: 03/03/2025] [Indexed: 03/28/2025] Open
Abstract
Integrating heterogeneous genes is widely used in metabolic engineering to produce D-lactic acid (D-LA), an essential compound in bioplastics and pharmaceuticals. However, research on the effects of integrating various loci on gene expression, especially regarding flocculation behavior, remains limited. This study constructed Saccharomyces cerevisiae strains by incorporating a codon-optimized D-LDH gene from Leuconostoc pseudomesenteroides (LpDLDH) into the specific genomic loci of the CYB2, PDC1, MPC1, PDC6, ADH1, and PDC5 genes to redirect pyruvate toward lactic acid. Strains with the LpDLDH gene integrated at the PDC1 locus achieved the highest D-LA titers (51 g/L) with minimal ethanol byproduct, followed by strains with integrations into the CYB2 locus at 31.92 g/L, the MPC1 locus at 10 g/L, and the PDC6 locus at 0.026 g/L. In contrast, strains with LpDLDH integrated at the ADH1 and PDC5 loci failed to produce detectable levels of D-LA and exhibited a complete loss of flocculation. Gene expression analysis revealed a significant expression of genes related to flocculation (FLO5), stress adaptation (HSP150), and cell wall integrity (YGP1, SED1, and SCW11). The CYB2-integrating strain showed strong flocculant properties, contributing to its robustness. These findings highlight the influence of genomic locus selection on metabolic flux and stress adaptation, offering insights into optimizing D-LA production in flocculant S. cerevisiae yeast.
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Affiliation(s)
- Dianti Rahmasari
- Department of Chemical Science and Engineering, Graduate School of Engineering, Kobe University, Kobe 658-8501, Hyogo, Japan; (D.R.); (A.V.d.O.); (F.J.N.P.)
| | - Prihardi Kahar
- Department of Chemical Science and Engineering, Graduate School of Engineering, Kobe University, Kobe 658-8501, Hyogo, Japan; (D.R.); (A.V.d.O.); (F.J.N.P.)
- Engineering Biology Research Center, Kobe University, 1-1 Rokkodai-cho, Nada-Ku, Kobe 657-8501, Hyogo, Japan
- Graduate School of Science, Technology, and Innovation (STIN), Kobe University, Kobe 658-8501, Hyogo, Japan;
| | - Arthur Vinícius de Oliveira
- Department of Chemical Science and Engineering, Graduate School of Engineering, Kobe University, Kobe 658-8501, Hyogo, Japan; (D.R.); (A.V.d.O.); (F.J.N.P.)
| | - Filemon Jalu Nusantara Putra
- Department of Chemical Science and Engineering, Graduate School of Engineering, Kobe University, Kobe 658-8501, Hyogo, Japan; (D.R.); (A.V.d.O.); (F.J.N.P.)
| | - Akihiko Kondo
- Graduate School of Science, Technology, and Innovation (STIN), Kobe University, Kobe 658-8501, Hyogo, Japan;
| | - Chiaki Ogino
- Department of Chemical Science and Engineering, Graduate School of Engineering, Kobe University, Kobe 658-8501, Hyogo, Japan; (D.R.); (A.V.d.O.); (F.J.N.P.)
- Engineering Biology Research Center, Kobe University, 1-1 Rokkodai-cho, Nada-Ku, Kobe 657-8501, Hyogo, Japan
- Research Center for Membrane and Film Technology, Kobe University, Kobe 657-8501, Hyogo, Japan
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Hartnett D, Dotto M, Aguirre A, Brandao S, Chauca M, Chiang S, Cronin M, Deokar N, Martin A, McCune Z, Onwusogh J, Paulino-Cruz A, Gonzalez Soto AD, Swaray A, Verdiner M, Rayah M, Arnone JT. Systematic Characterization and Analysis of the Freeze-Thaw Tolerance Gene Set in the Budding Yeast, Saccharomyces cerevisiae. Int J Mol Sci 2025; 26:2149. [PMID: 40076774 PMCID: PMC11900043 DOI: 10.3390/ijms26052149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2025] [Revised: 02/24/2025] [Accepted: 02/26/2025] [Indexed: 03/14/2025] Open
Abstract
The budding yeast Saccharomyces cerevisiae is a widely utilized model system with myriad applications in terms of industrial, biotechnology, and synthetic biology purposes. One such application is the biosynthesis of commercially and medically important bioactive compounds and their precursors, which oftentimes require culturing conditions at low temperatures to optimize production yield rather than cellular fitness. To lend insight into genetic modifications that may assist this goal, this work focuses on a systematic analysis of the genes that result in an increase in survival following freezing. At present, these genes have been identified in a wide variety of S. cerevisiae wild-type backgrounds-that vary significantly in their properties and behaviors-and in the conditions that led to the annotation of the freeze-thaw survival phenotype. In this work, we report a complete characterization of the thermal tolerance and viability for the freeze-thaw gene family following a standardized protocol within a unified genetic background, the extensively used BY4741 laboratory strain. Our results reveal that five out of these six genes are linked to increased viability in response to both freeze-thaw stress as well as enhanced survival during a heat shock stressor. Follow-up analysis characterized the local spatial effects that gene modification at each locus causes when utilizing the common kanamycin resistance cassette (KanMX6) for the creation of mutant strains and engineering purposes.
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Affiliation(s)
- Donovan Hartnett
- Department of Biological and Environmental Sciences, Le Moyne College, Syracuse, NY 13214, USA
| | - Michael Dotto
- Department of Biological and Environmental Sciences, Le Moyne College, Syracuse, NY 13214, USA
| | - Ashley Aguirre
- W.E.B. du Bois Scholars Institute, Inc., Princeton, NJ 08542, USA
| | - Sophia Brandao
- W.E.B. du Bois Scholars Institute, Inc., Princeton, NJ 08542, USA
| | - Melanie Chauca
- W.E.B. du Bois Scholars Institute, Inc., Princeton, NJ 08542, USA
| | - Sandra Chiang
- W.E.B. du Bois Scholars Institute, Inc., Princeton, NJ 08542, USA
| | - Madison Cronin
- W.E.B. du Bois Scholars Institute, Inc., Princeton, NJ 08542, USA
| | - Niti Deokar
- W.E.B. du Bois Scholars Institute, Inc., Princeton, NJ 08542, USA
| | - Autum Martin
- W.E.B. du Bois Scholars Institute, Inc., Princeton, NJ 08542, USA
| | - Zuri McCune
- W.E.B. du Bois Scholars Institute, Inc., Princeton, NJ 08542, USA
| | - Joseph Onwusogh
- W.E.B. du Bois Scholars Institute, Inc., Princeton, NJ 08542, USA
| | | | | | - Aisha Swaray
- W.E.B. du Bois Scholars Institute, Inc., Princeton, NJ 08542, USA
| | - Maxwell Verdiner
- W.E.B. du Bois Scholars Institute, Inc., Princeton, NJ 08542, USA
| | - Majda Rayah
- Department of Biological and Environmental Sciences, Le Moyne College, Syracuse, NY 13214, USA
| | - James T. Arnone
- Department of Biological and Environmental Sciences, Le Moyne College, Syracuse, NY 13214, USA
- W.E.B. du Bois Scholars Institute, Inc., Princeton, NJ 08542, USA
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Lyu Y, Zhou J, Yu Y, Lu H. Alien Chromosome Serves as a Novel Platform for Multiple Gene Expression in Kluyveromyces marxianus. Microorganisms 2025; 13:509. [PMID: 40142402 PMCID: PMC11946330 DOI: 10.3390/microorganisms13030509] [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: 01/27/2025] [Revised: 02/20/2025] [Accepted: 02/23/2025] [Indexed: 03/28/2025] Open
Abstract
Kluyveromyces marxianus is an emerging yeast cell host for diverse products, but multiple-gene expression in K. marxianus faces challenges due to limited current knowledge of cis-regulatory elements and insertion loci. Our previous study transferred an alien Saccharomyces cerevisiae chromosome I (R1) into K. marxianus, resulting in the creation of the monochromosomal hybrid yeast KS-R1. All R1 genes were actively transcribed, providing a series of loci with varying transcriptional activities. Here, we explore the use of R1 as a novel platform for stable, multi-gene integration and expression. By deleting three essential K. marxianus genes while complementing their functions with orthologs on R1, we achieved stable propagation of R1 in the absence of selective pressure. We characterized several loci on R1 that exhibit stable transcriptional activities under various conditions. GFP inserted in place of genes at six such loci demonstrated varying expression levels. Strains with GFP at two loci exhibited significantly higher expression than those with GFP at a single locus. Furthermore, we replaced five R1 genes with disulfide bond formation genes from Pichia pastoris at distinct loci, resulting in the active expression of all five genes and significantly enhanced production of heterologous glucoamylases BadGLA and TeGlaA. Our findings demonstrate that alien chromosomes offer a stable and versatile platform for the coordinated expression of multiple heterologous genes, serving as valuable tools for metabolic engineering and synthetic biology.
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Affiliation(s)
- Yilin Lyu
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai 200438, China; (Y.L.); (J.Z.)
- Shanghai Engineering Research Center of Industrial Microorganisms, Shanghai 200438, China
| | - Jungang Zhou
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai 200438, China; (Y.L.); (J.Z.)
- Shanghai Engineering Research Center of Industrial Microorganisms, Shanghai 200438, China
| | - Yao Yu
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai 200438, China; (Y.L.); (J.Z.)
- Shanghai Engineering Research Center of Industrial Microorganisms, Shanghai 200438, China
| | - Hong Lu
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai 200438, China; (Y.L.); (J.Z.)
- Shanghai Engineering Research Center of Industrial Microorganisms, Shanghai 200438, China
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Wang Y, Cui L, Ding L, Su X, Luo H, Huang H, Wang Y, Yao B, Zhang J, Wang X. Unlocking the potential of Cupriavidus necator H16 as a platform for bioproducts production from carbon dioxide. World J Microbiol Biotechnol 2024; 40:389. [PMID: 39572451 DOI: 10.1007/s11274-024-04200-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Accepted: 11/11/2024] [Indexed: 11/26/2024]
Abstract
The rapid global increase in fossil fuel and energy consumption has resulted in the accumulation of greenhouse gases, especially carbon dioxide (CO2), thus contributing to climate change. Therefore, transforming CO2 into valuable products could yield beneficial outcomes. In this review, the capabilities of Cupriavidus necator H16, a light-independent chemoautotrophic bacterium, as a host platform for the transformation of CO2 into diverse products are explored. We begin by examining the progress in synthetic biology toolkits, gas fermentation technologies, and engineering approaches, considering the chemoautotrophic metabolic traits of C. necator to enhance the capacity of the strain for CO2 fixation. Additionally, recent research focused on the metabolic engineering of C. necator H16 for the conversion of CO2 into biodegradable plastics, biofuels, bioactive compounds, and single-cell proteins was reviewed. Finally, we address the limitations affecting the advancement and utilization of C. necator H16 strain, such as inefficiencies and the range of product types, and offer several recommendations for enhancement. This review acts as a resource for the development of C. necator H16 cell factories and the industrial manufacture of products derived from CO2.
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Affiliation(s)
- Yuheng Wang
- State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Lin Cui
- State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Lijuan Ding
- State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
- College of Animal Science, Shanxi Agricultural University, Shanxi, 030600, China
| | - Xiaoyun Su
- State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Huiying Luo
- State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Huoqing Huang
- State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Yuan Wang
- State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Bin Yao
- State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Jie Zhang
- State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China.
| | - Xiaolu Wang
- State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China.
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Ryu AJ, Shin WS, Jang S, Lin Y, Park Y, Choi Y, Kim JY, Kang NK. Enhancing fatty acid and omega-3 production in Schizochytrium sp. using developed safe-harboring expression system. J Biol Eng 2024; 18:56. [PMID: 39390586 PMCID: PMC11468124 DOI: 10.1186/s13036-024-00447-y] [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: 08/08/2024] [Accepted: 09/11/2024] [Indexed: 10/12/2024] Open
Abstract
BACKGROUND Schizochytrium, a group of eukaryotic marine protists, is an oleaginous strain, making it a highly promising candidate for the production of lipid-derived products such as biofuels and omega-3 fatty acids. However, the insufficient advancement of genetic engineering tools has hindered further advancements. Therefore, the development and application of genetic engineering tools for lipid enhancement are crucial for industrial production. RESULTS Transgene expression in Schizochytrium often encounters challenges such as instability due to positional effects. To overcome this, we developed a safe-harbor transgene expression system. Initially, the sfGFP gene was integrated randomly, and high-expressing transformants were identified using fluorescence-activated cell sorting. Notably, HRsite 2, located approximately 3.2 kb upstream of cytochrome c, demonstrated enhanced sfGFP expression and homologous recombination efficiency. We then introduced the 3-ketoacyl-ACP reductase (KR) gene at HRsite 2, resulting in improved lipid and docosahexaenoic acid (DHA) production. Transformants with KR at HRsite 2 exhibited stable growth, increased glucose utilization, and a higher lipid content compared to those with randomly integrated transgenes. Notably, these transformants showed a 25% increase in DHA content compared to the wild-type strain. CONCLUSION This study successfully established a robust homologous recombination system in Schizochytrium sp. by identifying a reliable safe harbor site for gene integration. The targeted expression of the KR gene at this site not only enhanced DHA production but also maintained growth and glucose consumption rates, validating the efficacy of the safe-harbor approach. This advancement in synthetic biology and metabolic engineering paves the way for more efficient biotechnological applications in Schizochytrium sp.
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Affiliation(s)
- Ae Jin Ryu
- CJ BIO Research Institute , CJ CheilJedang, Suwon-si, Gyeonggi- do, 16495, Republic of Korea
| | - Won-Sub Shin
- CJ BIO Research Institute , CJ CheilJedang, Suwon-si, Gyeonggi- do, 16495, Republic of Korea
| | - Sunghoon Jang
- CJ BIO Research Institute , CJ CheilJedang, Suwon-si, Gyeonggi- do, 16495, Republic of Korea
| | - Yejin Lin
- Department of Chemical Engineering, College of Engineering, Kyung Hee University, Yongin, 17104, Republic of Korea
| | - Yejee Park
- Department of Chemical Engineering, College of Engineering, Kyung Hee University, Yongin, 17104, Republic of Korea
| | - Yujung Choi
- Department of Chemical Engineering, College of Engineering, Kyung Hee University, Yongin, 17104, Republic of Korea
| | - Ji Young Kim
- CJ BIO Research Institute , CJ CheilJedang, Suwon-si, Gyeonggi- do, 16495, Republic of Korea.
| | - Nam Kyu Kang
- Department of Chemical Engineering, College of Engineering, Kyung Hee University, Yongin, 17104, Republic of Korea.
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9
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Yue XJ, Wang JR, Zhao JN, Pan Z, Li YZ. Determination of the chromosomal position effects for plug-and-play application in the Myxococcus xanthus chassis cells. Synth Syst Biotechnol 2024; 9:540-548. [PMID: 38680947 PMCID: PMC11046052 DOI: 10.1016/j.synbio.2024.04.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 03/30/2024] [Accepted: 04/08/2024] [Indexed: 05/01/2024] Open
Abstract
The chromosomal position effect can significantly affect the transgene expression, which may provide an efficient strategy for the inauguration of alien genes in new hosts, but has been less explored rationally. The bacterium Myxococcus xanthus harbors a large circular high-GC genome, and the position effect in this chassis may result in a thousand-fold expression variation of alien natural products. In this study, we conducted transposon insertion at TA sites on the M. xanthus genome, and used enrichment and dilution indexes to respectively appraise high and low expression potentials of alien genes at insertion sites. The enrichment sites are characteristically distributed along the genome, and the dilution sites are overlapped well with the horizontal transfer genes. We experimentally demonstrated the enrichment sites as high expression integration sites (HEISs), and the dilution sites unsuitable for gene integration expression. This work highlights that HEISs are the plug-and-play sites for efficient expression of integrated genes.
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Affiliation(s)
- Xin-jing Yue
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, PR China
| | - Jia-rui Wang
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, PR China
| | - Jun-ning Zhao
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, PR China
| | - Zhuo Pan
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, PR China
| | - Yue-zhong Li
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, PR China
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10
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Ciaccia PN, Liang Z, Schweitzer AY, Metzner E, Isaacs FJ. Enhanced eMAGE applied to identify genetic factors of nuclear hormone receptor dysfunction via combinatorial gene editing. Nat Commun 2024; 15:5218. [PMID: 38890276 PMCID: PMC11189492 DOI: 10.1038/s41467-024-49365-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Accepted: 06/04/2024] [Indexed: 06/20/2024] Open
Abstract
Technologies that generate precise combinatorial genome modifications are well suited to dissect the polygenic basis of complex phenotypes and engineer synthetic genomes. Genome modifications with engineered nucleases can lead to undesirable repair outcomes through imprecise homology-directed repair, requiring non-cleavable gene editing strategies. Eukaryotic multiplex genome engineering (eMAGE) generates precise combinatorial genome modifications in Saccharomyces cerevisiae without generating DNA breaks or using engineered nucleases. Here, we systematically optimize eMAGE to achieve 90% editing frequency, reduce workflow time, and extend editing distance to 20 kb. We further engineer an inducible dominant negative mismatch repair system, allowing for high-efficiency editing via eMAGE while suppressing the elevated background mutation rate 17-fold resulting from mismatch repair inactivation. We apply these advances to construct a library of cancer-associated mutations in the ligand-binding domains of human estrogen receptor alpha and progesterone receptor to understand their impact on ligand-independent autoactivation. We validate that this yeast model captures autoactivation mutations characterized in human breast cancer models and further leads to the discovery of several previously uncharacterized autoactivating mutations. This work demonstrates the development and optimization of a cleavage-free method of genome editing well suited for applications requiring efficient multiplex editing with minimal background mutations.
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Affiliation(s)
- Peter N Ciaccia
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, 06520, USA
- Systems Biology Institute, Yale University, West Haven, CT, 06516, USA
- Physical and Engineering Biology, Yale University, New Haven, CT, 06520, USA
| | - Zhuobin Liang
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, 06520, USA.
- Systems Biology Institute, Yale University, West Haven, CT, 06516, USA.
- ZL: Institute of Molecular Physiology, Shenzhen Bay Laboratory, Shenzhen, 518132, China.
| | - Anabel Y Schweitzer
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, 06520, USA
- Systems Biology Institute, Yale University, West Haven, CT, 06516, USA
| | - Eli Metzner
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, 06520, USA
- Systems Biology Institute, Yale University, West Haven, CT, 06516, USA
| | - Farren J Isaacs
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, 06520, USA.
- Systems Biology Institute, Yale University, West Haven, CT, 06516, USA.
- Physical and Engineering Biology, Yale University, New Haven, CT, 06520, USA.
- Department of Biomedical Engineering, Yale University, New Haven, CT, 06520, USA.
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11
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Boob AG, Zhu Z, Intasian P, Jain M, Petrov V, Lane ST, Tan SI, Xun G, Zhao H. CRISPR-COPIES: an in silico platform for discovery of neutral integration sites for CRISPR/Cas-facilitated gene integration. Nucleic Acids Res 2024; 52:e30. [PMID: 38346683 PMCID: PMC11014336 DOI: 10.1093/nar/gkae062] [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: 07/15/2023] [Revised: 01/09/2024] [Accepted: 01/19/2024] [Indexed: 04/14/2024] Open
Abstract
The CRISPR/Cas system has emerged as a powerful tool for genome editing in metabolic engineering and human gene therapy. However, locating the optimal site on the chromosome to integrate heterologous genes using the CRISPR/Cas system remains an open question. Selecting a suitable site for gene integration involves considering multiple complex criteria, including factors related to CRISPR/Cas-mediated integration, genetic stability, and gene expression. Consequently, identifying such sites on specific or different chromosomal locations typically requires extensive characterization efforts. To address these challenges, we have developed CRISPR-COPIES, a COmputational Pipeline for the Identification of CRISPR/Cas-facilitated intEgration Sites. This tool leverages ScaNN, a state-of-the-art model on the embedding-based nearest neighbor search for fast and accurate off-target search, and can identify genome-wide intergenic sites for most bacterial and fungal genomes within minutes. As a proof of concept, we utilized CRISPR-COPIES to characterize neutral integration sites in three diverse species: Saccharomyces cerevisiae, Cupriavidus necator, and HEK293T cells. In addition, we developed a user-friendly web interface for CRISPR-COPIES (https://biofoundry.web.illinois.edu/copies/). We anticipate that CRISPR-COPIES will serve as a valuable tool for targeted DNA integration and aid in the characterization of synthetic biology toolkits, enable rapid strain construction to produce valuable biochemicals, and support human gene and cell therapy applications.
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Affiliation(s)
- Aashutosh Girish Boob
- Department of Chemical and Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- DOE Center for Advanced Bioenergy and Bioproducts Innovation, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Zhixin Zhu
- Department of Chemical and Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Pattarawan Intasian
- Department of Chemical and Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- School of Biomolecular Science and Engineering, Vidyasirimedhi Institute of Science and Technology, Wangchan Valley, Rayong 21210, Thailand
| | - Manan Jain
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- DOE Center for Advanced Bioenergy and Bioproducts Innovation, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Vassily Andrew Petrov
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- DOE Center for Advanced Bioenergy and Bioproducts Innovation, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Stephan Thomas Lane
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- DOE Center for Advanced Bioenergy and Bioproducts Innovation, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Shih-I Tan
- Department of Chemical and Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- DOE Center for Advanced Bioenergy and Bioproducts Innovation, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Guanhua Xun
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Huimin Zhao
- Department of Chemical and Biomolecular Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- DOE Center for Advanced Bioenergy and Bioproducts Innovation, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
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12
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Ma XY, Coleman B, Prabhu P, Wen F. Segmentation and evaluation of pathway module efficiency: Quantitative approach to monitor and overcome evolving bottlenecks in xylose to ethanol pathway. BIORESOURCE TECHNOLOGY 2024; 395:130377. [PMID: 38278451 DOI: 10.1016/j.biortech.2024.130377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 01/15/2024] [Accepted: 01/22/2024] [Indexed: 01/28/2024]
Abstract
Engineering microbes that can efficiently ferment xylose to ethanol is critical to the development of renewable fuels from lignocellulosic biomass. To accelerate the strain optimization process, a method termed Segmentation and Evaluation of Pathway Module Efficiency (SEPME) was developed to enable rapid and iterative identification and removal of metabolic bottlenecks. Using SEPME, the overall pathway was segmented into two modules: the upstream xylose assimilation pathway and the downstream pentose phosphate pathway, glycolysis, and fermentation. The efficiencies of both modules were then quantified to identify the rate controlling module, followed by analyses of control coefficients, reaction rates, and byproduct concentrations to narrow down targets within the module. SEPME analysis revealed that as the strain was engineered with increasing xylose-to-ethanol yields, the bottlenecks shifted within a module and across the two modules. Guided by SEPME, these bottlenecks were removed one by one, and a strain approaching the theoretical ethanol yield was obtained.
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Affiliation(s)
- Xiao Yin Ma
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, United States; Catalysis Science and Technology Institute, University of Michigan, Ann Arbor, MI 48109, United States
| | - Bryan Coleman
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, United States; Catalysis Science and Technology Institute, University of Michigan, Ann Arbor, MI 48109, United States
| | - Ponnandy Prabhu
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, United States
| | - Fei Wen
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, United States; Catalysis Science and Technology Institute, University of Michigan, Ann Arbor, MI 48109, United States.
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13
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Wu P, Mo W, Tian T, Song K, Lyu Y, Ren H, Zhou J, Yu Y, Lu H. Transfer of disulfide bond formation modules via yeast artificial chromosomes promotes the expression of heterologous proteins in Kluyveromyces marxianus. MLIFE 2024; 3:129-142. [PMID: 38827505 PMCID: PMC11139206 DOI: 10.1002/mlf2.12115] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 12/08/2023] [Accepted: 12/23/2023] [Indexed: 06/04/2024]
Abstract
Kluyveromyces marxianus is a food-safe yeast with great potential for producing heterologous proteins. Improving the yield in K. marxianus remains a challenge and incorporating large-scale functional modules poses a technical obstacle in engineering. To address these issues, linear and circular yeast artificial chromosomes of K. marxianus (KmYACs) were constructed and loaded with disulfide bond formation modules from Pichia pastoris or K. marxianus. These modules contained up to seven genes with a maximum size of 15 kb. KmYACs carried telomeres either from K. marxianus or Tetrahymena. KmYACs were transferred successfully into K. marxianus and stably propagated without affecting the normal growth of the host, regardless of the type of telomeres and configurations of KmYACs. KmYACs increased the overall expression levels of disulfide bond formation genes and significantly enhanced the yield of various heterologous proteins. In high-density fermentation, the use of KmYACs resulted in a glucoamylase yield of 16.8 g/l, the highest reported level to date in K. marxianus. Transcriptomic and metabolomic analysis of cells containing KmYACs suggested increased flavin adenine dinucleotide biosynthesis, enhanced flux entering the tricarboxylic acid cycle, and a preferred demand for lysine and arginine as features of cells overexpressing heterologous proteins. Consistently, supplementing lysine or arginine further improved the yield. Therefore, KmYAC provides a powerful platform for manipulating large modules with enormous potential for industrial applications and fundamental research. Transferring the disulfide bond formation module via YACs proves to be an efficient strategy for improving the yield of heterologous proteins, and this strategy may be applied to optimize other microbial cell factories.
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Affiliation(s)
- Pingping Wu
- State Key Laboratory of Genetic Engineering, School of Life SciencesFudan UniversityShanghaiChina
- Shanghai Engineering Research Center of Industrial MicroorganismsShanghaiChina
| | - Wenjuan Mo
- State Key Laboratory of Genetic Engineering, School of Life SciencesFudan UniversityShanghaiChina
- Shanghai Engineering Research Center of Industrial MicroorganismsShanghaiChina
| | - Tian Tian
- State Key Laboratory of Genetic Engineering, School of Life SciencesFudan UniversityShanghaiChina
- Shanghai Engineering Research Center of Industrial MicroorganismsShanghaiChina
| | - Kunfeng Song
- State Key Laboratory of Genetic Engineering, School of Life SciencesFudan UniversityShanghaiChina
- Shanghai Engineering Research Center of Industrial MicroorganismsShanghaiChina
| | - Yilin Lyu
- State Key Laboratory of Genetic Engineering, School of Life SciencesFudan UniversityShanghaiChina
- Shanghai Engineering Research Center of Industrial MicroorganismsShanghaiChina
| | - Haiyan Ren
- State Key Laboratory of Genetic Engineering, School of Life SciencesFudan UniversityShanghaiChina
- Shanghai Engineering Research Center of Industrial MicroorganismsShanghaiChina
| | - Jungang Zhou
- State Key Laboratory of Genetic Engineering, School of Life SciencesFudan UniversityShanghaiChina
- Shanghai Engineering Research Center of Industrial MicroorganismsShanghaiChina
| | - Yao Yu
- State Key Laboratory of Genetic Engineering, School of Life SciencesFudan UniversityShanghaiChina
- Shanghai Engineering Research Center of Industrial MicroorganismsShanghaiChina
| | - Hong Lu
- State Key Laboratory of Genetic Engineering, School of Life SciencesFudan UniversityShanghaiChina
- Shanghai Engineering Research Center of Industrial MicroorganismsShanghaiChina
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14
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Zhao B, Guo Y, Sun R, Zhang L, Yang L, Mei X, Zhang L, Huang J. Quadrivalent hemagglutinin and adhesion expressed on Saccharomyces cerevisiae induce protective immunity against Mycoplasma gallisepticum infection and improve gut microbiota. Microb Pathog 2024; 187:106511. [PMID: 38168552 DOI: 10.1016/j.micpath.2023.106511] [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: 10/14/2023] [Revised: 12/01/2023] [Accepted: 12/19/2023] [Indexed: 01/05/2024]
Abstract
Mycoplasma gallisepticum (MG) infection causes infectious respiratory diseases in poultry, causing economic losses to the poultry industry. Therefore, this study aims to develop a safe, convenient, and effective multivalent recombinant Saccharomyces cerevisiae vaccine candidate and to explore its potential for oral immunization as a subunit vaccine. Mycoplasma gallisepticum Cytadhesin (MGC) and variable lipoprotein and hemagglutinin (vlhA) are associated with the pathogenesis of MG. In this study, a quadrivalent recombinant Saccharomyces cerevisiae (ST1814G-MG) displaying on MGC2, MGC3, VLH5, and VLH3, proteins was innovatively constructed, and its protective efficiency was evaluated in birds. The results showed that oral immunization with ST1814G-MG stimulates specific antibodies in chickens, reshapes the composition of the gut microbiota, reduces the Mycoplasma loading and pulmonary disease injury in the lungs. In addition, we found that oral ST1814G-MG had better protection against MG infection than an inactivated vaccine, and co-administration with the inactivated vaccine was even more effective. The results suggest that ST1814G-MG is a potentially safer and effective agent for controlling MG infection.
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Affiliation(s)
- Baiping Zhao
- School of Life Sciences, Tianjin University, Tianjin, 300072, China.
| | - Yanyu Guo
- School of Life Sciences, Tianjin University, Tianjin, 300072, China.
| | - Ruiqi Sun
- School of Life Sciences, Tianjin University, Tianjin, 300072, China.
| | - Lilin Zhang
- School of Life Sciences, Tianjin University, Tianjin, 300072, China.
| | - Liu Yang
- School of Life Sciences, Tianjin University, Tianjin, 300072, China.
| | - Xuefeng Mei
- School of Life Sciences, Tianjin University, Tianjin, 300072, China.
| | - Lei Zhang
- School of Life Sciences, Tianjin University, Tianjin, 300072, China.
| | - Jinhai Huang
- School of Life Sciences, Tianjin University, Tianjin, 300072, China.
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15
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Peng B, Weintraub SJ, Lu Z, Evans S, Shen Q, McDonnell L, Plan M, Collier T, Cheah LC, Ji L, Howard CB, Anderson W, Trau M, Dumsday G, Bredeweg EL, Young EM, Speight R, Vickers CE. Integration of Yeast Episomal/Integrative Plasmid Causes Genotypic and Phenotypic Diversity and Improved Sesquiterpene Production in Metabolically Engineered Saccharomyces cerevisiae. ACS Synth Biol 2024; 13:141-156. [PMID: 38084917 DOI: 10.1021/acssynbio.3c00363] [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] [Indexed: 01/23/2024]
Abstract
The variability in phenotypic outcomes among biological replicates in engineered microbial factories presents a captivating mystery. Establishing the association between phenotypic variability and genetic drivers is important to solve this intricate puzzle. We applied a previously developed auxin-inducible depletion of hexokinase 2 as a metabolic engineering strategy for improved nerolidol production in Saccharomyces cerevisiae, and biological replicates exhibit a dichotomy in nerolidol production of either 3.5 or 2.5 g L-1 nerolidol. Harnessing Oxford Nanopore's long-read genomic sequencing, we reveal a potential genetic cause─the chromosome integration of a 2μ sequence-based yeast episomal plasmid, encoding the expression cassettes for nerolidol synthetic enzymes. This finding was reinforced through chromosome integration revalidation, engineering nerolidol and valencene production strains, and generating a diverse pool of yeast clones, each uniquely fingerprinted by gene copy numbers, plasmid integrations, other genomic rearrangements, protein expression levels, growth rate, and target product productivities. Τhe best clone in two strains produced 3.5 g L-1 nerolidol and ∼0.96 g L-1 valencene. Comparable genotypic and phenotypic variations were also generated through the integration of a yeast integrative plasmid lacking 2μ sequences. Our work shows that multiple factors, including plasmid integration status, subchromosomal location, gene copy number, sesquiterpene synthase expression level, and genome rearrangement, together play a complicated determinant role on the productivities of sesquiterpene product. Integration of yeast episomal/integrative plasmids may be used as a versatile method for increasing the diversity and optimizing the efficiency of yeast cell factories, thereby uncovering metabolic control mechanisms.
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Affiliation(s)
- Bingyin Peng
- ARC Centre of Excellence in Synthetic Biology, Sydney, NSW 2109, Australia
- Centre of Agriculture and the Bioeconomy, School of Biology and Environmental Science, Faculty of Science, Queensland University of Technology, Brisbane, QLD 4000, Australia
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, QLD 4072, Australia
| | - Sarah J Weintraub
- Bioinformatics and Computational Biology, Worcester Polytechnic Institute, Worcester, Massachusetts 01609, United States of America
| | - Zeyu Lu
- ARC Centre of Excellence in Synthetic Biology, Sydney, NSW 2109, Australia
- Centre of Agriculture and the Bioeconomy, School of Biology and Environmental Science, Faculty of Science, Queensland University of Technology, Brisbane, QLD 4000, Australia
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, QLD 4072, Australia
| | - Samuel Evans
- ARC Centre of Excellence in Synthetic Biology, Sydney, NSW 2109, Australia
- Centre of Agriculture and the Bioeconomy, School of Biology and Environmental Science, Faculty of Science, Queensland University of Technology, Brisbane, QLD 4000, Australia
| | - Qianyi Shen
- ARC Centre of Excellence in Synthetic Biology, Sydney, NSW 2109, Australia
- Centre of Agriculture and the Bioeconomy, School of Biology and Environmental Science, Faculty of Science, Queensland University of Technology, Brisbane, QLD 4000, Australia
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, QLD 4072, Australia
- School of Chemistry and Molecular Biosciences (SCMB), The University of Queensland, Brisbane, QLD4072, Australia
| | - Liam McDonnell
- ARC Centre of Excellence in Synthetic Biology, Sydney, NSW 2109, Australia
- Centre of Agriculture and the Bioeconomy, School of Biology and Environmental Science, Faculty of Science, Queensland University of Technology, Brisbane, QLD 4000, Australia
| | - Manuel Plan
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, QLD 4072, Australia
- Metabolomics Australia (Queensland Node), Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, QLD 4072, Australia
| | - Thomas Collier
- ARC Centre of Excellence in Synthetic Biology, Sydney, NSW 2109, Australia
- School of Natural Sciences, Macquarie University, Sydney, NSW 2109, Australia
| | - Li Chen Cheah
- ARC Centre of Excellence in Synthetic Biology, Sydney, NSW 2109, Australia
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, QLD 4072, Australia
| | - Lei Ji
- Shandong Provincial Key Laboratory of Applied Microbiology, Ecology Institute, Qilu University of Technology (Shandong Academy of Sciences), Jinan 250103, PR China
| | - Christopher B Howard
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, QLD 4072, Australia
| | - Will Anderson
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, QLD 4072, Australia
| | - Matt Trau
- Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, QLD 4072, Australia
- School of Chemistry and Molecular Biosciences (SCMB), The University of Queensland, Brisbane, QLD4072, Australia
| | | | - Erin L Bredeweg
- Functional and Systems Biology Group, Environmental Molecular Sciences Division, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Eric M Young
- Department of Chemical Engineering, Worcester Polytechnic Institute, Worcester, Massachusetts 01609, United States
| | - Robert Speight
- ARC Centre of Excellence in Synthetic Biology, Sydney, NSW 2109, Australia
- Centre of Agriculture and the Bioeconomy, School of Biology and Environmental Science, Faculty of Science, Queensland University of Technology, Brisbane, QLD 4000, Australia
- Advanced Engineering Biology Future Science Platform, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Black Mountain, ACT 2601, Australia
| | - Claudia E Vickers
- ARC Centre of Excellence in Synthetic Biology, Sydney, NSW 2109, Australia
- Centre of Agriculture and the Bioeconomy, School of Biology and Environmental Science, Faculty of Science, Queensland University of Technology, Brisbane, QLD 4000, Australia
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16
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Gligorovski V, Rahi SJ. Construction and Characterization of Light-Responsive Transcriptional Systems. Methods Mol Biol 2024; 2844:261-275. [PMID: 39068346 DOI: 10.1007/978-1-0716-4063-0_18] [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] [Indexed: 07/30/2024]
Abstract
Optogenetic tools provide a means for controlling cellular processes that is rapid, noninvasive, and spatially and temporally precise. With the increase in available optogenetic systems, quantitative comparisons of their performances become important to guide experiments. In this chapter, we first discuss how photoreceptors can be repurposed for light-mediated control of transcription. Then, we provide a detailed protocol for characterizing light-regulated transcriptional systems in budding yeast using fluorescence time-lapse microscopy and mathematical modeling, expanding on our recent publication (Gligorovski et al., Nat Commun 14:3810, 2023).
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Affiliation(s)
- Vojislav Gligorovski
- Laboratory of the Physics of Biological Systems, Institute of Physics, École polytechnique fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Sahand Jamal Rahi
- Laboratory of the Physics of Biological Systems, Institute of Physics, École polytechnique fédérale de Lausanne (EPFL), Lausanne, Switzerland.
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17
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Boob AG, Chen J, Zhao H. Enabling pathway design by multiplex experimentation and machine learning. Metab Eng 2024; 81:70-87. [PMID: 38040110 DOI: 10.1016/j.ymben.2023.11.006] [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: 09/14/2023] [Revised: 11/01/2023] [Accepted: 11/25/2023] [Indexed: 12/03/2023]
Abstract
The remarkable metabolic diversity observed in nature has provided a foundation for sustainable production of a wide array of valuable molecules. However, transferring the biosynthetic pathway to the desired host often runs into inherent failures that arise from intermediate accumulation and reduced flux resulting from competing pathways within the host cell. Moreover, the conventional trial and error methods utilized in pathway optimization struggle to fully grasp the intricacies of installed pathways, leading to time-consuming and labor-intensive experiments, ultimately resulting in suboptimal yields. Considering these obstacles, there is a pressing need to explore the enzyme expression landscape and identify the optimal pathway configuration for enhanced production of molecules. This review delves into recent advancements in pathway engineering, with a focus on multiplex experimentation and machine learning techniques. These approaches play a pivotal role in overcoming the limitations of traditional methods, enabling exploration of a broader design space and increasing the likelihood of discovering optimal pathway configurations for enhanced production of molecules. We discuss several tools and strategies for pathway design, construction, and optimization for sustainable and cost-effective microbial production of molecules ranging from bulk to fine chemicals. We also highlight major successes in academia and industry through compelling case studies.
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Affiliation(s)
- Aashutosh Girish Boob
- Department of Chemical and Biomolecular Engineering, University of Illinois Urbana-Champaign, Urbana, IL, 61801, United States; Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, United States; DOE Center for Advanced Bioenergy and Bioproducts Innovation, University of Illinois Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Junyu Chen
- Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, IL, 61801, United States; Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, United States; DOE Center for Advanced Bioenergy and Bioproducts Innovation, University of Illinois Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Huimin Zhao
- Department of Chemical and Biomolecular Engineering, University of Illinois Urbana-Champaign, Urbana, IL, 61801, United States; Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, IL, 61801, United States; Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, United States; DOE Center for Advanced Bioenergy and Bioproducts Innovation, University of Illinois Urbana-Champaign, Urbana, Illinois 61801, United States.
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18
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Gligorovski V, Sadeghi A, Rahi SJ. Multidimensional characterization of inducible promoters and a highly light-sensitive LOV-transcription factor. Nat Commun 2023; 14:3810. [PMID: 37369667 DOI: 10.1038/s41467-023-38959-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 05/24/2023] [Indexed: 06/29/2023] Open
Abstract
The ability to independently control the expression of different genes is important for quantitative biology. Using budding yeast, we characterize GAL1pr, GALL, MET3pr, CUP1pr, PHO5pr, tetOpr, terminator-tetOpr, Z3EV, blue-light inducible optogenetic systems El222-LIP, El222-GLIP, and red-light inducible PhyB-PIF3. We report kinetic parameters, noise scaling, impact on growth, and the fundamental leakiness of each system using an intuitive unit, maxGAL1. We uncover disadvantages of widely used tools, e.g., nonmonotonic activity of MET3pr and GALL, slow off kinetics of the doxycycline- and estradiol-inducible systems tetOpr and Z3EV, and high variability of PHO5pr and red-light activated PhyB-PIF3 system. We introduce two previously uncharacterized systems: strongLOV, a more light-sensitive El222 mutant, and ARG3pr, which is induced in the absence of arginine or presence of methionine. To demonstrate fine control over gene circuits, we experimentally tune the time between cell cycle Start and mitosis, artificially simulating near-wild-type timing. All strains, constructs, code, and data ( https://promoter-benchmark.epfl.ch/ ) are made available.
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Affiliation(s)
- Vojislav Gligorovski
- Laboratory of the Physics of Biological Systems, Institute of Physics, École polytechnique fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Ahmad Sadeghi
- Laboratory of the Physics of Biological Systems, Institute of Physics, École polytechnique fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Sahand Jamal Rahi
- Laboratory of the Physics of Biological Systems, Institute of Physics, École polytechnique fédérale de Lausanne (EPFL), Lausanne, Switzerland.
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19
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Cittadino GM, Andrews J, Purewal H, Estanislao Acuña Avila P, Arnone JT. Functional Clustering of Metabolically Related Genes Is Conserved across Dikarya. J Fungi (Basel) 2023; 9:jof9050523. [PMID: 37233234 DOI: 10.3390/jof9050523] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 04/08/2023] [Accepted: 04/27/2023] [Indexed: 05/27/2023] Open
Abstract
Transcriptional regulation is vital for organismal survival, with many layers and mechanisms collaborating to balance gene expression. One layer of this regulation is genome organization, specifically the clustering of functionally related, co-expressed genes along the chromosomes. Spatial organization allows for position effects to stabilize RNA expression and balance transcription, which can be advantageous for a number of reasons, including reductions in stochastic influences between the gene products. The organization of co-regulated gene families into functional clusters occurs extensively in Ascomycota fungi. However, this is less characterized within the related Basidiomycota fungi despite the many uses and applications for the species within this clade. This review will provide insight into the prevalence, purpose, and significance of the clustering of functionally related genes across Dikarya, including foundational studies from Ascomycetes and the current state of our understanding throughout representative Basidiomycete species.
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Affiliation(s)
- Gina M Cittadino
- Department of Biological and Environmental Sciences, Le Moyne College, Syracuse, NY 13214, USA
| | - Johnathan Andrews
- Department of Biological and Environmental Sciences, Le Moyne College, Syracuse, NY 13214, USA
| | - Harpreet Purewal
- Department of Biological and Environmental Sciences, Le Moyne College, Syracuse, NY 13214, USA
| | | | - James T Arnone
- Department of Biological and Environmental Sciences, Le Moyne College, Syracuse, NY 13214, USA
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20
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Meng J, Qiu Y, Zhang Y, Zhao H, Shi S. CMI: CRISPR/Cas9 Based Efficient Multiplexed Integration in Saccharomyces cerevisiae. ACS Synth Biol 2023; 12:1408-1414. [PMID: 36853024 DOI: 10.1021/acssynbio.2c00591] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
Abstract
Genomic integration is the preferred method for gene expression in microbial industrial production. However, traditional homologous recombination based multiplexed integration methods often suffer from low integration efficiency and complex experimental procedures. Here, we report a CRISPR/Cas9 based multiplexed integration (CMI) system in Saccharomyces cerevisiae, which can achieve quadruple integration at an individual locus without pre-engineering the host. A fused protein, Cas9-Brex27, was used as a bait to attract Rad51 recombinase to the proximity of the double-strand breaks introduced by the CRISPR/Cas9 system. The efficiency of quadruple integration was increased to 53.9% with 40 bp homology arms (HAs) and 78% with 100 bp HAs. CMI was applied to integrate a heterologous mogrol biosynthetic pathway consisting of four genes in a one-step transformation and offered an efficient solution for multiplexed integration. This method expands the synthetic biology toolbox of S. cerevisiae.
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Affiliation(s)
- Jie Meng
- Beijing Advanced Innovation Center for Soft Matter Science and Engineering, College of Life Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China
| | - Yue Qiu
- Beijing Advanced Innovation Center for Soft Matter Science and Engineering, College of Life Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China
| | - Yueping Zhang
- College of Veterinary Medicine, China Agricultural University, Beijing 100193, China
| | - Huimin Zhao
- Department of Chemical and Biomolecular Engineering, Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Shuobo Shi
- Beijing Advanced Innovation Center for Soft Matter Science and Engineering, College of Life Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China
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21
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Lutz T, Hadeler B, Jaeckel M, Schulz B, Heinze C. Stable overexpression and targeted gene deletion of the causative agent of ash dieback Hymenoscyphus fraxineus. Fungal Biol Biotechnol 2023; 10:1. [PMID: 36639657 PMCID: PMC9840287 DOI: 10.1186/s40694-023-00149-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 01/05/2023] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND Due to the infection with the invasive ascomycete Hymenoscyphus fraxineus, which has been replacing the closely related and non-pathogenic native Hymenoscyphus albidus, the European ashes, Fraxinus excelsior (also known as the common ash), Fraxinus angustifolia (also known as narrow-leaved ash) and Fraxinus ornus (also known as the manna ash) are at risk. Hymenoscyphus fraxineus is the causative agent of ash dieback of the European ashes, but is non-pathogenic to the native Asian ash Fraxinus mandshurica (also known as the Manchurian ash). Even though the invasion of H. fraxineus is a great threat for ashes in Europe, the fungal biology is still poorly understood. By the use of live cell imaging and targeted gene knock-out, the fungal life cycle and host-pathogen interaction can be studied in more detail. RESULTS Here, we developed a protocol for the preparation of protoplasts from mycelium of H. fraxineus, for their regeneration and for stable transformation with reporter genes and targeted gene knock-out by homologous recombination. We obtained mutants with various levels of reporter gene expression which did not correlate with the number of integrations. In an in vitro infection assay, we demonstrated the suitability of reporter gene overexpression for fungal detection in plant tissue after inoculation. As a proof of principle for targeted gene knock-out, the hygromycin resistance cassette of a reporter gene-expressing mutant was replaced with a geneticin resistance cassette. CONCLUSIONS The invasive fungal pathogen H. fraxineus is threatening the European ashes. To develop strategies for pest management, a better understanding of the fungal life cycle and its host interaction is crucial. Here, we provide a protocol for stable transformation of H. fraxineus to obtain fluorescence reporter strains and targeted gene knock-out mutants. This protocol will help future investigations on the biology of this pathogen.
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Affiliation(s)
- Tobias Lutz
- grid.9026.d0000 0001 2287 2617Institute of Plant Science and Microbiology, Molecular Phytopathology, University of Hamburg, Ohnhorststr. 18, 22609 Hamburg, Germany
| | - Birgit Hadeler
- grid.9026.d0000 0001 2287 2617Institute of Plant Science and Microbiology, Molecular Phytopathology, University of Hamburg, Ohnhorststr. 18, 22609 Hamburg, Germany
| | - Mareike Jaeckel
- grid.9026.d0000 0001 2287 2617Institute of Plant Science and Microbiology, Molecular Phytopathology, University of Hamburg, Ohnhorststr. 18, 22609 Hamburg, Germany
| | - Barbara Schulz
- grid.6738.a0000 0001 1090 0254Institute of Microbiology, Technische Universität Braunschweig, Spielmannstr. 7, 38106 Brunswick, Germany
| | - Cornelia Heinze
- grid.9026.d0000 0001 2287 2617Institute of Plant Science and Microbiology, Molecular Phytopathology, University of Hamburg, Ohnhorststr. 18, 22609 Hamburg, Germany
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22
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Zhang G, Xie M, Kang X, Wei M, Zhang Y, Li Q, Wu X, Chen Y. Optimization of ethyl hexanoate production in Saccharomyces cerevisiae by metabolic engineering. Lebensm Wiss Technol 2022. [DOI: 10.1016/j.lwt.2022.114061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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23
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Malcı K, Jonguitud-Borrego N, van der Straten Waillet H, Puodžiu̅naitė U, Johnston EJ, Rosser SJ, Rios-Solis L. ACtivE: Assembly and CRISPR-Targeted in Vivo Editing for Yeast Genome Engineering Using Minimum Reagents and Time. ACS Synth Biol 2022; 11:3629-3643. [PMID: 36252276 PMCID: PMC9680028 DOI: 10.1021/acssynbio.2c00175] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Thanks to its sophistication, the CRISPR/Cas system has been a widely used yeast genome editing method. However, CRISPR methods generally rely on preassembled DNAs and extra cloning steps to deliver gRNA, Cas protein, and donor DNA. These laborious steps might hinder its usefulness. Here, we propose an alternative method, Assembly and CRISPR-targeted in vivo Editing (ACtivE), that only relies on in vivo assembly of linear DNA fragments for plasmid and donor DNA construction. Thus, depending on the user's need, these parts can be easily selected and combined from a repository, serving as a toolkit for rapid genome editing without any expensive reagent. The toolkit contains verified linear DNA fragments, which are easy to store, share, and transport at room temperature, drastically reducing expensive shipping costs and assembly time. After optimizing this technique, eight loci proximal to autonomously replicating sequences (ARS) in the yeast genome were also characterized in terms of integration and gene expression efficiencies and the impacts of the disruptions of these regions on cell fitness. The flexibility and multiplexing capacity of the ACtivE were shown by constructing a β-carotene pathway. In only a few days, >80% integration efficiency for single gene integration and >50% integration efficiency for triplex integration were achieved on Saccharomyces cerevisiae BY4741 from scratch without using in vitro DNA assembly methods, restriction enzymes, or extra cloning steps. This study presents a standardizable method to be readily employed to accelerate yeast genome engineering and provides well-defined genomic location alternatives for yeast synthetic biology and metabolic engineering purposes.
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Affiliation(s)
- Koray Malcı
- Institute
for Bioengineering, School of Engineering, University of Edinburgh, EdinburghEH9 3BF, U.K.,Centre
for Synthetic and Systems Biology (SynthSys), University of Edinburgh, EdinburghEH9 3BD, U.K.
| | - Nestor Jonguitud-Borrego
- Institute
for Bioengineering, School of Engineering, University of Edinburgh, EdinburghEH9 3BF, U.K.,Centre
for Synthetic and Systems Biology (SynthSys), University of Edinburgh, EdinburghEH9 3BD, U.K.
| | | | - Urtė Puodžiu̅naitė
- Institute
for Bioengineering, School of Engineering, University of Edinburgh, EdinburghEH9 3BF, U.K.,Centre
for Synthetic and Systems Biology (SynthSys), University of Edinburgh, EdinburghEH9 3BD, U.K.,School
of Biological Sciences, University of Edinburgh, EdinburghEH9 3FF, U.K.
| | - Emily J. Johnston
- Centre
for Synthetic and Systems Biology (SynthSys), University of Edinburgh, EdinburghEH9 3BD, U.K.,School
of Biological Sciences, University of Edinburgh, EdinburghEH9 3FF, U.K.
| | - Susan J. Rosser
- Centre
for Synthetic and Systems Biology (SynthSys), University of Edinburgh, EdinburghEH9 3BD, U.K.,School
of Biological Sciences, University of Edinburgh, EdinburghEH9 3FF, U.K.
| | - Leonardo Rios-Solis
- Institute
for Bioengineering, School of Engineering, University of Edinburgh, EdinburghEH9 3BF, U.K.,Centre
for Synthetic and Systems Biology (SynthSys), University of Edinburgh, EdinburghEH9 3BD, U.K.,School
of Natural and Environmental Sciences, Newcastle
University, Newcastle upon TyneNE1 7RU, U.K.,
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24
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Huo G, Foulquié-Moreno MR, Thevelein JM. Development of an industrial yeast strain for efficient production of 2,3-butanediol. Microb Cell Fact 2022; 21:199. [PMID: 36175998 PMCID: PMC9520875 DOI: 10.1186/s12934-022-01924-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Accepted: 08/27/2022] [Indexed: 11/28/2022] Open
Abstract
As part of the transition from a fossil resources-based economy to a bio-based economy, the production of platform chemicals by microbial cell factories has gained strong interest. 2,3-butanediol (2,3-BDO) has various industrial applications, but its production by microbial fermentation poses multiple challenges. We have engineered the bacterial 2,3-BDO synthesis pathway, composed of AlsS, AlsD and BdhA, in a pdc-negative version of an industrial Saccharomyces cerevisiae yeast strain. The high concentration of glycerol caused by the excess NADH produced in the pathway from glucose to 2,3-BDO was eliminated by overexpression of NoxE and also in a novel way by combined overexpression of NDE1, encoding mitochondrial external NADH dehydrogenase, and AOX1, encoding a heterologous alternative oxidase expressed inside the mitochondria. This was combined with strong downregulation of GPD1 and deletion of GPD2, to minimize glycerol production while maintaining osmotolerance. The HGS50 strain produced a 2,3-BDO titer of 121.04 g/L from 250 g/L glucose, the highest ever reported in batch fermentation, with a productivity of 1.57 g/L.h (0.08 g/L.h per gCDW) and a yield of 0.48 g/g glucose or with 96% the closest to the maximum theoretical yield ever reported. Expression of Lactococcus lactis NoxE, encoding a water-forming NADH oxidase, combined with similar genetic modifications, as well as expression of Candida albicans STL1, also minimized glycerol production while maintaining high osmotolerance. The HGS37 strain produced 130.64 g/L 2,3-BDO from 280 g/L glucose, with productivity of 1.58 g/L.h (0.11 g/L.h per gCDW). Both strains reach combined performance criteria adequate for industrial implementation.
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Affiliation(s)
- Guangxin Huo
- Laboratory of Molecular Cell Biology, Institute of Botany and Microbiology, KU Leuven, Leuven-Heverlee, Belgium.,Center for Microbiology, VIB, Kasteelpark Arenberg 31, B-3001, Leuven-Heverlee, Flanders, Belgium
| | - María R Foulquié-Moreno
- Laboratory of Molecular Cell Biology, Institute of Botany and Microbiology, KU Leuven, Leuven-Heverlee, Belgium.,Center for Microbiology, VIB, Kasteelpark Arenberg 31, B-3001, Leuven-Heverlee, Flanders, Belgium
| | - Johan M Thevelein
- Laboratory of Molecular Cell Biology, Institute of Botany and Microbiology, KU Leuven, Leuven-Heverlee, Belgium. .,Center for Microbiology, VIB, Kasteelpark Arenberg 31, B-3001, Leuven-Heverlee, Flanders, Belgium. .,NovelYeast Bv, Open Bio-Incubator, Erasmus High School, Laarbeeklaan 121, B-1090, Brussels (Jette), Belgium.
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25
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Liu X, Cui Z, Su T, Lu X, Hou J, Qi Q. Identification of genome integration sites for developing a CRISPR-based gene expression toolkit in Yarrowia lipolytica. Microb Biotechnol 2022; 15:2223-2234. [PMID: 35436041 PMCID: PMC9328735 DOI: 10.1111/1751-7915.14060] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 03/18/2022] [Accepted: 03/24/2022] [Indexed: 11/29/2022] Open
Abstract
With the rapid development of synthetic biology, the oleaginous yeast Yarrowia lipolytica has become an attractive microorganism for chemical production. To better optimize and reroute metabolic pathways, we have expanded the CRISPR-based gene expression toolkit of Y. lipolytica. By sorting the integration sites associated with high expression, new neutral integration sites associated with high expression and high integration efficiency were identified. Diverse genetic components, including promoters and terminators, were also characterized to expand the expression range. We found that in addition to promoters, the newly characterized terminators exhibited large variations in gene expression. These genetic components and integration sites were then used to regulate genes involved in the lycopene biosynthesis pathway, and different levels of lycopene production were achieved. The CRISPR-based gene expression toolkit developed in this study will facilitate the genetic engineering of Y. lipolytica.
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Affiliation(s)
- Xiaoqin Liu
- State Key Laboratory of Microbial TechnologyShandong UniversityQingdao266237China
| | - Zhiyong Cui
- State Key Laboratory of Microbial TechnologyShandong UniversityQingdao266237China
| | - Tianyuan Su
- State Key Laboratory of Microbial TechnologyShandong UniversityQingdao266237China
| | - Xuemei Lu
- State Key Laboratory of Microbial TechnologyShandong UniversityQingdao266237China
| | - Jin Hou
- State Key Laboratory of Microbial TechnologyShandong UniversityQingdao266237China
| | - Qingsheng Qi
- State Key Laboratory of Microbial TechnologyShandong UniversityQingdao266237China
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26
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Jia B, Jin J, Han M, Li B, Yuan Y. Directed yeast genome evolution by controlled introduction of trans-chromosomic structural variations. SCIENCE CHINA. LIFE SCIENCES 2022; 65:1703-1717. [PMID: 35633480 DOI: 10.1007/s11427-021-2084-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 03/07/2022] [Indexed: 12/17/2022]
Abstract
Naturally occurring structural variations (SVs) are a considerable source of genomic variation that can reshape the 3D architecture of chromosomes. Controllable methods aimed at introducing the complex SVs and their related molecular mechanisms have remained farfetched. In this study, an SV-prone yeast strain was developed using Synthetic Chromosome Rearrangement and Modification by LoxP-mediated Evolution (SCRaMbLE) technology with two synthetic chromosomes, namely synV and synX. The biosynthesis of astaxanthin is used as a readout and a proof of concept for the application of SVs in industries. Our findings showed that complex SVs, including a pericentric inversion and a trans-chromosome translocation between synV and synX, resulted in two neo-chromosomes and a 2.7-fold yield of astaxanthin. Also, genetic targets were mapped, which resulted in a higher astaxanthin yield, thus demonstrating the SVs' ability to reorganize genetic information along the chromosomes. The rational design of trans-chromosome translocation and pericentric inversion enabled precise induction of these phenomena. Collectively, this study provides an effective tool to not only accelerate the directed genome evolution but also to reveal the mechanistic insight of complex SVs for altering phenotypes.
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Affiliation(s)
- Bin Jia
- Frontier Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
| | - Jin Jin
- Frontier Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
| | - Mingzhe Han
- Frontier Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
| | - Bingzhi Li
- Frontier Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
| | - Yingjin Yuan
- Frontier Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China.
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27
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Gronchi N, De Bernardini N, Cripwell RA, Treu L, Campanaro S, Basaglia M, Foulquié-Moreno MR, Thevelein JM, Van Zyl WH, Favaro L, Casella S. Natural Saccharomyces cerevisiae Strain Reveals Peculiar Genomic Traits for Starch-to-Bioethanol Production: the Design of an Amylolytic Consolidated Bioprocessing Yeast. Front Microbiol 2022; 12:768562. [PMID: 35126325 PMCID: PMC8815085 DOI: 10.3389/fmicb.2021.768562] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 12/17/2021] [Indexed: 11/13/2022] Open
Abstract
Natural yeast with superior fermentative traits can serve as a platform for the development of recombinant strains that can be used to improve the sustainability of bioethanol production from starch. This process will benefit from a consolidated bioprocessing (CBP) approach where an engineered strain producing amylases directly converts starch into ethanol. The yeast Saccharomyces cerevisiae L20, previously selected as outperforming the benchmark yeast Ethanol Red, was here subjected to a comparative genomic investigation using a dataset of industrial S. cerevisiae strains. Along with Ethanol Red, strain L20 was then engineered for the expression of α-amylase amyA and glucoamylase glaA genes from Aspergillus tubingensis by employing two different approaches (delta integration and CRISPR/Cas9). A correlation between the number of integrated copies and the hydrolytic abilities of the recombinants was investigated. L20 demonstrated important traits for the construction of a proficient CBP yeast. Despite showing a close relatedness to commercial wine yeast and the benchmark Ethanol Red, a unique profile of gene copy number variations (CNVs) was found in L20, mainly encoding membrane transporters and secretion pathway proteins but also the fermentative metabolism. Moreover, the genome annotation disclosed seven open reading frames (ORFs) in L20 that are absent in the reference S288C genome. Genome engineering was successfully implemented for amylase production. However, with equal amylase gene copies, L20 proved its proficiency as a good enzyme secretor by exhibiting a markedly higher amylolytic activity than Ethanol Red, in compliance to the findings of the genomic exploration. The recombinant L20 dT8 exhibited the highest amylolytic activity and produced more than 4 g/L of ethanol from 2% starch in a CBP setting without the addition of supplementary enzymes. Based on the performance of this strain, an amylase/glucoamylase ratio of 1:2.5 was suggested as baseline for further improvement of the CBP ability. Overall, L20 showed important traits for the future construction of a proficient CBP yeast. As such, this work shows that natural S. cerevisiae strains can be used for the expression of foreign secreted enzymes, paving the way to strain improvement for the starch-to-bioethanol route.
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Affiliation(s)
- Nicoletta Gronchi
- Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padua, Legnaro, Italy
| | | | - Rosemary A Cripwell
- Department of Microbiology, Stellenbosch University, Stellenbosch, South Africa
| | - Laura Treu
- Department of Biology, University of Padua, Padua, Italy
| | | | - Marina Basaglia
- Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padua, Legnaro, Italy
| | | | - Johan M Thevelein
- Department of Molecular Microbiology, VIB, KU Leuven, Leuven, Belgium
- NovelYeast Bv, Open Bio-Incubator, Erasmus High School, Jette, Belgium
| | - Willem H Van Zyl
- Department of Microbiology, Stellenbosch University, Stellenbosch, South Africa
| | - Lorenzo Favaro
- Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padua, Legnaro, Italy
| | - Sergio Casella
- Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padua, Legnaro, Italy
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28
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Upstream Activation Sequence Can Function as an Insulator for Chromosomal Regulation of Heterologous Pathways Against Position Effects in Saccharomyces cerevisiae. Appl Biochem Biotechnol 2022; 194:1841-1849. [DOI: 10.1007/s12010-021-03654-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 09/03/2021] [Indexed: 11/25/2022]
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29
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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: 0.8] [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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30
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Tan X, Wu X, Han M, Wang L, Xu L, Li B, Yuan Y. Yeast autonomously replicating sequence (ARS): Identification, function, and modification. Eng Life Sci 2021. [DOI: 10.1002/elsc.202000085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Affiliation(s)
- Xiao‐Yu Tan
- Frontiers Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology Tianjin University Tianjin P. R. China
- Synthetic Biology Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin) Tianjin University Tianjin P. R. China
| | - Xiao‐Le Wu
- Frontiers Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology Tianjin University Tianjin P. R. China
- Synthetic Biology Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin) Tianjin University Tianjin P. R. China
| | - Ming‐Zhe Han
- Frontiers Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology Tianjin University Tianjin P. R. China
- Synthetic Biology Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin) Tianjin University Tianjin P. R. China
| | - Li Wang
- Frontiers Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology Tianjin University Tianjin P. R. China
- Synthetic Biology Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin) Tianjin University Tianjin P. R. China
| | - Li Xu
- Frontiers Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology Tianjin University Tianjin P. R. China
- Synthetic Biology Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin) Tianjin University Tianjin P. R. China
| | - Bing‐Zhi Li
- Frontiers Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology Tianjin University Tianjin P. R. China
- Synthetic Biology Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin) Tianjin University Tianjin P. R. China
| | - Ying‐Jin Yuan
- Frontiers Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology Tianjin University Tianjin P. R. China
- Synthetic Biology Research Platform, Collaborative Innovation Center of Chemical Science and Engineering (Tianjin) Tianjin University Tianjin P. R. China
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31
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Moreno-Beltrán M, Gore-Lloyd D, Chuck C, Henk D. Variation among Metschnikowia pulcherrima Isolates for Genetic Modification and Homologous Recombination. Microorganisms 2021; 9:microorganisms9020290. [PMID: 33572537 PMCID: PMC7911581 DOI: 10.3390/microorganisms9020290] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 01/20/2021] [Accepted: 01/26/2021] [Indexed: 11/16/2022] Open
Abstract
Metschnikowia pulcherrima is a non-conventional yeast with the potential to be used in biotechnological processes, especially involving low-cost feedstock exploitation. However, there are a lack of tools for researching it at a molecular level and for producing genetically modified strains. We tested the amenability to genetic modification of ten different strains, establishing a transformation protocol based on LiAc/PEG that allows us to introduce heterologous DNA. Non-homologous integration was broadly successful and homologous recombination was successful in two strains. Chemical inhibition of non-homologous end joining recombination had a modest effect on the improvement of homologous recombination rates. Removal of selective markers via flippase recombinase was successful across integrated loci except for those targeted to the native URA3 locus, suggesting that the genome sequence or structure alters the efficacy of this system.
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Affiliation(s)
- Mauro Moreno-Beltrán
- Milner Centre for Evolution, Department of Biology and Biochemistry, University of Bath, Bath BA2 7AY, UK; (M.M.-B.); (D.G.-L.)
| | - Deborah Gore-Lloyd
- Milner Centre for Evolution, Department of Biology and Biochemistry, University of Bath, Bath BA2 7AY, UK; (M.M.-B.); (D.G.-L.)
| | - Christopher Chuck
- Centre for Integrated Bioprocessing Research, Department of Chemical Engineering, University of Bath, Bath BA2 7AY, UK;
| | - Daniel Henk
- Milner Centre for Evolution, Department of Biology and Biochemistry, University of Bath, Bath BA2 7AY, UK; (M.M.-B.); (D.G.-L.)
- Correspondence: ; Tel.: +44-122-538-4922
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32
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Lopes AMM, Martins M, Goldbeck R. Heterologous Expression of Lignocellulose-Modifying Enzymes in Microorganisms: Current Status. Mol Biotechnol 2021; 63:184-199. [PMID: 33484441 DOI: 10.1007/s12033-020-00288-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/19/2020] [Indexed: 02/06/2023]
Abstract
Heterologous expression of the carbohydrate-active enzymes in microorganisms is a promising approach to produce bio-based compounds, such as fuels, nutraceuticals and other value-added products from sustainable lignocellulosic sources. Several microorganisms, including Saccharomyces cerevisiae, Escherichia coli, and the filamentous fungi Aspergillus nidulans, have unique characteristics desirable for a biorefinery production approach like well-known genetic tools, thermotolerance, high fermentative capacity and product tolerance, and high amount of recombinant enzyme secretion. These microbial factories are already stablished in the heterologous production of the carbohydrate-active enzymes to produce, among others, ethanol, xylooligosaccharides and the valuable coniferol. A complete biocatalyst able to heterologous express the CAZymes of glycoside hydrolases, carbohydrate esterases and auxiliary activities families could release these compounds faster, with higher yield and specificity. Recent advances in the synthetic biology tools could expand the number and diversity of enzymes integrated in these microorganisms, and also modify those already integrated. This review outlines the heterologous expression of carbohydrate-active enzymes in microorganisms, as well as recent updates in synthetic biology.
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Affiliation(s)
- Alberto Moura Mendes Lopes
- Bioprocess and Metabolic Engineering Laboratory, School of Food Engineering, University of Campinas (UNICAMP), Rua Monteiro Lobato no 80, Cidade Universitária, Campinas, São Paulo, 13083-862, Brazil
| | - Manoela Martins
- Bioprocess and Metabolic Engineering Laboratory, School of Food Engineering, University of Campinas (UNICAMP), Rua Monteiro Lobato no 80, Cidade Universitária, Campinas, São Paulo, 13083-862, Brazil
| | - Rosana Goldbeck
- Bioprocess and Metabolic Engineering Laboratory, School of Food Engineering, University of Campinas (UNICAMP), Rua Monteiro Lobato no 80, Cidade Universitária, Campinas, São Paulo, 13083-862, Brazil.
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Li M, Lang X, Moran Cabrera M, De Keyser S, Sun X, Da Silva N, Wheeldon I. CRISPR-mediated multigene integration enables Shikimate pathway refactoring for enhanced 2-phenylethanol biosynthesis in Kluyveromyces marxianus. BIOTECHNOLOGY FOR BIOFUELS 2021; 14:3. [PMID: 33407831 PMCID: PMC7788952 DOI: 10.1186/s13068-020-01852-3] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 12/09/2020] [Indexed: 05/08/2023]
Abstract
BACKGROUND 2-phenylethanol (2-PE) is a rose-scented flavor and fragrance compound that is used in food, beverages, and personal care products. Compatibility with gasoline also makes it a potential biofuel or fuel additive. A biochemical process converting glucose or other fermentable sugars to 2-PE can potentially provide a more sustainable and economical production route than current methods that use chemical synthesis and/or isolation from plant material. RESULTS We work toward this goal by engineering the Shikimate and Ehrlich pathways in the stress-tolerant yeast Kluyveromyces marxianus. First, we develop a multigene integration tool that uses CRISPR-Cas9 induced breaks on the genome as a selection for the one-step integration of an insert that encodes one, two, or three gene expression cassettes. Integration of a 5-kbp insert containing three overexpression cassettes successfully occurs with an efficiency of 51 ± 9% at the ABZ1 locus and was used to create a library of K. marxianus CBS 6556 strains with refactored Shikimate pathway genes. The 33-factorial library includes all combinations of KmARO4, KmARO7, and KmPHA2, each driven by three different promoters that span a wide expression range. Analysis of the refactored pathway library reveals that high expression of the tyrosine-deregulated KmARO4K221L and native KmPHA2, with the medium expression of feedback insensitive KmARO7G141S, results in the highest increase in 2-PE biosynthesis, producing 684 ± 73 mg/L. Ehrlich pathway engineering by overexpression of KmARO10 and disruption of KmEAT1 further increases 2-PE production to 766 ± 6 mg/L. The best strain achieves 1943 ± 63 mg/L 2-PE after 120 h fed-batch operation in shake flask cultures. CONCLUSIONS The CRISPR-mediated multigene integration system expands the genome-editing toolset for K. marxianus, a promising multi-stress tolerant host for the biosynthesis of 2-PE and other aromatic compounds derived from the Shikimate pathway.
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Affiliation(s)
- Mengwan Li
- Department of Chemical and Environmental Engineering, University of California Riverside, Riverside, CA, 92521, USA
| | - Xuye Lang
- Department of Chemical and Environmental Engineering, University of California Riverside, Riverside, CA, 92521, USA
| | - Marcos Moran Cabrera
- Department of Chemical and Environmental Engineering, University of California Riverside, Riverside, CA, 92521, USA
| | - Sawyer De Keyser
- Department of Chemical and Environmental Engineering, University of California Riverside, Riverside, CA, 92521, USA
| | - Xiyan Sun
- Department of Chemical and Environmental Engineering, University of California Riverside, Riverside, CA, 92521, USA
| | - Nancy Da Silva
- Department of Chemical and Biomolecular Engineering, University of California Irvine, Irvine, CA, 92697, USA
| | - Ian Wheeldon
- Department of Chemical and Environmental Engineering, University of California Riverside, Riverside, CA, 92521, USA.
- Center for Industrial Biotechnology, University of California Riverside, Riverside, CA, 92527, USA.
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Jia H, Chen T, Qu J, Yao M, Xiao W, Wang Y, Li C, Yuan Y. Collaborative subcellular compartmentalization to improve GPP utilization and boost sabinene accumulation in Saccharomyces cerevisiae. Biochem Eng J 2020. [DOI: 10.1016/j.bej.2020.107768] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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35
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Malcı K, Walls LE, Rios-Solis L. Multiplex Genome Engineering Methods for Yeast Cell Factory Development. Front Bioeng Biotechnol 2020; 8:589468. [PMID: 33195154 PMCID: PMC7658401 DOI: 10.3389/fbioe.2020.589468] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 10/07/2020] [Indexed: 12/12/2022] Open
Abstract
As biotechnological applications of synthetic biology tools including multiplex genome engineering are expanding rapidly, the construction of strategically designed yeast cell factories becomes increasingly possible. This is largely due to recent advancements in genome editing methods like CRISPR/Cas tech and high-throughput omics tools. The model organism, baker's yeast (Saccharomyces cerevisiae) is an important synthetic biology chassis for high-value metabolite production. Multiplex genome engineering approaches can expedite the construction and fine tuning of effective heterologous pathways in yeast cell factories. Numerous multiplex genome editing techniques have emerged to capitalize on this recently. This review focuses on recent advancements in such tools, such as delta integration and rDNA cluster integration coupled with CRISPR-Cas tools to greatly enhance multi-integration efficiency. Examples of pre-placed gate systems which are an innovative alternative approach for multi-copy gene integration were also reviewed. In addition to multiple integration studies, multiplexing of alternative genome editing methods are also discussed. Finally, multiplex genome editing studies involving non-conventional yeasts and the importance of automation for efficient cell factory design and construction are considered. Coupling the CRISPR/Cas system with traditional yeast multiplex genome integration or donor DNA delivery methods expedites strain development through increased efficiency and accuracy. Novel approaches such as pre-placing synthetic sequences in the genome along with improved bioinformatics tools and automation technologies have the potential to further streamline the strain development process. In addition, the techniques discussed to engineer S. cerevisiae, can be adapted for use in other industrially important yeast species for cell factory development.
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Affiliation(s)
- Koray Malcı
- Institute for Bioengineering, School of Engineering, The University of Edinburgh, Edinburgh, United Kingdom.,Centre for Synthetic and Systems Biology (SynthSys), The University of Edinburgh, Edinburgh, United Kingdom
| | - Laura E Walls
- Institute for Bioengineering, School of Engineering, The University of Edinburgh, Edinburgh, United Kingdom.,Centre for Synthetic and Systems Biology (SynthSys), The University of Edinburgh, Edinburgh, United Kingdom
| | - Leonardo Rios-Solis
- Institute for Bioengineering, School of Engineering, The University of Edinburgh, Edinburgh, United Kingdom.,Centre for Synthetic and Systems Biology (SynthSys), The University of Edinburgh, Edinburgh, United Kingdom
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36
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Lopes AMM, Félix de Mélo AH, Procópio DP, Teixeira GS, Carazzolle MF, de Carvalho LM, Adelantado N, Pereira GA, Ferrer P, Filho FM, Goldbeck R. Genome sequence of Acremonium strictum AAJ6 strain isolated from the Cerrado biome in Brazil and CAZymes expression in thermotolerant industrial yeast for ethanol production. Process Biochem 2020. [DOI: 10.1016/j.procbio.2020.07.029] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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37
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Hagee D, Abu Hardan A, Botero J, Arnone JT. Genomic clustering within functionally related gene families in Ascomycota fungi. Comput Struct Biotechnol J 2020; 18:3267-3277. [PMID: 33209211 PMCID: PMC7653285 DOI: 10.1016/j.csbj.2020.10.020] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 10/15/2020] [Accepted: 10/17/2020] [Indexed: 12/17/2022] Open
Abstract
Multiple mechanisms collaborate for proper regulation of gene expression. One layer of this regulation is through the clustering of functionally related genes at discrete loci throughout the genome. This phenomenon occurs extensively throughout Ascomycota fungi and is an organizing principle for many gene families whose proteins participate in diverse molecular functions throughout the cell. Members of this phylum include organisms that serve as model systems and those of interest medically, pharmaceutically, and for industrial and biotechnological applications. In this review, we discuss the prevalence of functional clustering through a broad range of organisms within the phylum. Position effects on transcription, genomic locations of clusters, transcriptional regulation of clusters, and selective pressures contributing to the formation and maintenance of clusters are addressed, as are common methods to identify and characterize clusters.
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Affiliation(s)
- Danielle Hagee
- Department of Biology, William Paterson University, Wayne, NJ 07470, USA
| | - Ahmad Abu Hardan
- Department of Biology, William Paterson University, Wayne, NJ 07470, USA
| | - Juan Botero
- Department of Biology, William Paterson University, Wayne, NJ 07470, USA
| | - James T. Arnone
- Department of Biology, William Paterson University, Wayne, NJ 07470, USA
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38
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Yang B, Feng X, Li C. Microbial Cell Factory for Efficiently Synthesizing Plant Natural Products via Optimizing the Location and Adaptation of Pathway on Genome Scale. Front Bioeng Biotechnol 2020; 8:969. [PMID: 32923436 PMCID: PMC7457125 DOI: 10.3389/fbioe.2020.00969] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 07/27/2020] [Indexed: 01/03/2023] Open
Abstract
Plant natural products (PNPs) possess important pharmacological activities and are widely used in cosmetics, health care products, and as food additives. Currently, most PNPs are mainly extracted from cultivated plants, and the yield is limited by the long growth cycle, climate change and complex processing steps, which makes the process unsustainable. However, the complex structure of PNPs significantly reduces the efficiency of chemical synthesis. With the development of metabolic engineering and synthetic biology, heterologous biosynthesis of PNPs in microbial cell factories offers an attractive alternative. Based on the in-depth mining and analysis of genome and transcriptome data, the biosynthetic pathways of a number of natural products have been successfully elucidated, which lays the crucial foundation for heterologous production. However, there are several problems in the microbial synthesis of PNPs, including toxicity of intermediates, low enzyme activity, multiple auxotrophic dependence, and uncontrollable metabolic network. Although various metabolic engineering strategies have been developed to solve these problems, optimizing the location and adaptation of pathways on the whole-genome scale is an important strategy in microorganisms. From this perspective, this review introduces the application of CRISPR/Cas9 in editing PNPs biosynthesis pathways in model microorganisms, the influences of pathway location, and the approaches for optimizing the adaptation between metabolic pathways and chassis hosts for facilitating PNPs biosynthesis.
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Affiliation(s)
- Bo Yang
- SynBio Research Platform, Collaborative Innovation Center of Chemical Science and Engineering, Key Laboratory of Systems Bioengineering, Ministry of Education, School of Chemical Engineering and Technology, Tianjin University, Tianjin, China
| | - Xudong Feng
- Institute for Synthetic Biosystem/Department of Biochemical Engineering, School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing, China
| | - Chun Li
- SynBio Research Platform, Collaborative Innovation Center of Chemical Science and Engineering, Key Laboratory of Systems Bioengineering, Ministry of Education, School of Chemical Engineering and Technology, Tianjin University, Tianjin, China.,Institute for Synthetic Biosystem/Department of Biochemical Engineering, School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing, China.,Key Laboratory for Industrial Biocatalysis, Ministry of Education, Department of Chemical Engineering, Tsinghua University, Beijing, China
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39
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Zhao Y, Yao Z, Ploessl D, Ghosh S, Monti M, Schindler D, Gao M, Cai Y, Qiao M, Yang C, Cao M, Shao Z. Leveraging the Hermes Transposon to Accelerate the Development of Nonconventional Yeast-based Microbial Cell Factories. ACS Synth Biol 2020; 9:1736-1752. [PMID: 32396718 DOI: 10.1021/acssynbio.0c00123] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
We broadened the usage of DNA transposon technology by demonstrating its capacity for the rapid creation of expression libraries for long biochemical pathways, which is beyond the classical application of building genome-scale knockout libraries in yeasts. This strategy efficiently leverages the readily available fine-tuning impact provided by the diverse transcriptional environment surrounding each random integration locus. We benchmark the transposon-mediated integration against the nonhomologous end joining-mediated strategy. The latter strategy was demonstrated for achieving pathway random integration in other yeasts but is associated with a high false-positive rate in the absence of a high-throughput screening method. Our key innovation of a nonreplicable circular DNA platform increased the possibility of identifying top-producing variants to 97%. Compared to the classical DNA transposition protocol, the design of a nonreplicable circular DNA skipped the step of counter-selection for plasmid removal and thus not only reduced the time required for the step of library creation from 10 to 5 d but also efficiently removed the "transposition escapers", which undesirably represented almost 80% of the entire population as false positives. Using one endogenous product (i.e., shikimate) and one heterologous product (i.e., (S)-norcoclaurine) as examples, we presented a streamlined procedure to rapidly identify high-producing variants with titers significantly higher than the reported data in the literature. We selected Scheffersomyces stipitis, a representative nonconventional yeast, as a demo, but the strategy can be generalized to other nonconventional yeasts. This new exploration of transposon technology, therefore, adds a highly versatile tool to accelerate the development of novel species as microbial cell factories for producing value-added chemicals.
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Affiliation(s)
- Yuxin Zhao
- The Key Laboratory of Molecular Microbiology and Technology, Ministry of Education, College of Life Sciences, Nankai University, Tianjin, China
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa, United States
| | - Zhanyi Yao
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa, United States
| | - Deon Ploessl
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa, United States
| | - Saptarshi Ghosh
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa, United States
| | - Marco Monti
- Manchester Institute of Biotechnology and School of Chemistry, University of Manchester, Manchester, U.K
| | - Daniel Schindler
- Manchester Institute of Biotechnology and School of Chemistry, University of Manchester, Manchester, U.K
| | - Meirong Gao
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa, United States
| | - Yizhi Cai
- Manchester Institute of Biotechnology and School of Chemistry, University of Manchester, Manchester, U.K
| | - Mingqiang Qiao
- The Key Laboratory of Molecular Microbiology and Technology, Ministry of Education, College of Life Sciences, Nankai University, Tianjin, China
| | - Chao Yang
- The Key Laboratory of Molecular Microbiology and Technology, Ministry of Education, College of Life Sciences, Nankai University, Tianjin, China
| | - Mingfeng Cao
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa, United States
| | - Zengyi Shao
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa, United States
- NSF Engineering Research Center for Biorenewable Chemicals, Iowa State University, Ames, Iowa, United States
- Bioeconomy Institute, Iowa State University, Ames, Iowa, United States
- Interdepartmental Microbiology Program, Iowa State University, Ames, Iowa, United States
- The Ames Laboratory, Ames, Iowa, United States
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40
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Zou S, Sun S, Zhang X, Li J, Guo J, Hong J, Ma Y, Zhang M. Repetitive δ-integration of a cellulase-encoding gene into the chromosome of an industrial Angel Yeast-derived strain by URA3 recycling. Biotechnol Appl Biochem 2020; 68:953-963. [PMID: 32658331 DOI: 10.1002/bab.1984] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 06/25/2020] [Indexed: 11/07/2022]
Abstract
Genetic modification of industrial yeast strains often faces more difficulties than that of laboratory strains. Thus, new approaches are still required. In this research, the Angel Yeast-derived haploid strain Kα was genetically modified by multiple rounds of δ-integration, which was achieved via URA3 recycling. Three δ-integrative plasmids, pGδRU, pGδRU-BGL, and pGδRU-EG, were first constructed with two 167 bp δ sequences and a repeat-URA3-repeat fragment. Then, the δ-integrative strains containing the bgl1 or egl2 gene were successfully obtained by one-time transformation of the linearized pGδRU-BGL or pGδRU-EG fragment, respectively. Their counterparts in which the URA3 gene was looped out were also easily isolated by selection for growth on 5´-fluoroorotic acid plates, although the ratio of colonies lacking URA3 to the total number of colonies decreased with increasing copy number of the corresponding integrated cellulase-encoding gene. Similar results were observed during the second round of δ-integration, in which the δ-integration strain Kα(δ::bgl1-repeat) obtained from the first round was transformed with a linearized pGδRU-EG fragment. After 10 rounds of cell growth and transfer to fresh medium, the doubling times and enzyme activities of Kα(δ::bgl1-repeat), Kα(δ::egl2-repeat), and Kα(δ::bgl1-repeat)(δ::egl2-repeat) showed no significant change and were stable. Further, their maximum ethanol concentrations during simultaneous saccharification and fermentation of pretreated corncob over a 7-day period were 46.35, 33.13, and 51.77 g/L, respectively, which were all substantially higher than the parent Kα strain. Thus, repetitive δ-integration with URA3 recycling can be a feasible and valuable method for genetic engineering of Angel Yeast. These results also provide clues about some important issues related to δ-integration, such as the structural stability of δ-integrated genes and the effects of individual integration-site locations on gene expression. Further be elucidation of these issues should help to fully realize the potential of δ-integration-based methods in industrial yeast breeding.
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Affiliation(s)
- Shaolan Zou
- Tianjin R&D Center for Petrochemical Technology, Tianjin University, Tianjin, People's Republic of China
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, People's Republic of China
| | - Sifan Sun
- Tianjin R&D Center for Petrochemical Technology, Tianjin University, Tianjin, People's Republic of China
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, People's Republic of China
| | - Xiaomao Zhang
- Tianjin R&D Center for Petrochemical Technology, Tianjin University, Tianjin, People's Republic of China
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, People's Republic of China
| | - Jiaman Li
- Tianjin R&D Center for Petrochemical Technology, Tianjin University, Tianjin, People's Republic of China
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, People's Republic of China
| | - Jinghan Guo
- Tianjin R&D Center for Petrochemical Technology, Tianjin University, Tianjin, People's Republic of China
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, People's Republic of China
| | - Jiefang Hong
- Tianjin R&D Center for Petrochemical Technology, Tianjin University, Tianjin, People's Republic of China
| | - Yuanyuan Ma
- Tianjin R&D Center for Petrochemical Technology, Tianjin University, Tianjin, People's Republic of China
| | - Minhua Zhang
- Tianjin R&D Center for Petrochemical Technology, Tianjin University, Tianjin, People's Republic of China
- Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin, People's Republic of China
- Key Laboratory for Green Chemical Technology of Ministry of Education, R&D Center for Petrochemical Technology, Tianjin University, Tianjin, People's Republic of China
- State Key Laboratory of Engine, Tianjin University, Tianjin, People's Republic of China
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41
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Rowe JB, Taghon GJ, Kapolka NJ, Morgan WM, Isom DG. CRISPR-addressable yeast strains with applications in human G protein-coupled receptor profiling and synthetic biology. J Biol Chem 2020; 295:8262-8271. [PMID: 32358068 DOI: 10.1074/jbc.ra120.013066] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 04/30/2020] [Indexed: 12/12/2022] Open
Abstract
Genome stability is essential for engineering cell-based devices and reporter systems. With the advent of CRISPR technology, it is now possible to build such systems by installing the necessary genetic parts directly into an organism's genome. Here, we used this approach to build a set of 10 versatile yeast-based reporter strains for studying human G protein-coupled receptors (GPCRs), the largest class of membrane receptors in humans. These reporter strains contain the necessary genetically encoded parts for studying human GPCR signaling in yeast, as well as four CRISPR-addressable expression cassettes, i.e. landing pads, installed at known safe-harbor sites in the yeast genome. We showcase the utility of these strains in two applications. First, we demonstrate that increasing GPCR expression by incrementally increasing GPCR gene copy number potentiates Gα coupling of the pharmacologically dark receptor GPR68. Second, we used two CRISPR-addressable landing pads for autocrine activation of a GPCR (the somatostatin receptor SSTR5) with its peptide agonist SRIF-14. The utility of these reporter strains can be extended far beyond these select examples to include applications such as nanobody development, mutational analysis, drug discovery, and studies of GPCR chaperoning. Additionally, we present a BY4741 yeast strain created for broad applications in the yeast and synthetic biology communities that contains only the four CRISPR-addressable landing pads. The general utility of these yeast strains provides an inexpensive, scalable, and easy means of installing and expressing genes directly from the yeast genome to build genome-barcoded sensors, reporter systems, and cell-based factories.
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Affiliation(s)
- Jacob B Rowe
- Department of Molecular and Cellular Pharmacology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Geoffrey J Taghon
- Department of Molecular and Cellular Pharmacology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Nicholas J Kapolka
- Department of Molecular and Cellular Pharmacology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - William M Morgan
- Department of Molecular and Cellular Pharmacology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Daniel G Isom
- Department of Molecular and Cellular Pharmacology, University of Miami Miller School of Medicine, Miami, Florida, USA .,University of Miami Sylvester Comprehensive Cancer Center, Miami, Florida, USA.,University of Miami Center for Computational Sciences, Miami, Florida, USA
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42
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An artificial chromosome ylAC enables efficient assembly of multiple genes in Yarrowia lipolytica for biomanufacturing. Commun Biol 2020; 3:199. [PMID: 32350406 PMCID: PMC7190667 DOI: 10.1038/s42003-020-0936-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Accepted: 04/07/2020] [Indexed: 12/18/2022] Open
Abstract
The efficient use of the yeast Yarrowia lipolytica as a cell factory is hampered by the lack of powerful genetic engineering tools dedicated for the assembly of large DNA fragments and the robust expression of multiple genes. Here we describe the design and construction of artificial chromosomes (ylAC) that allow easy and efficient assembly of genes and chromosomal elements. We show that metabolic pathways can be rapidly constructed by various assembly of multiple genes in vivo into a complete, independent and linear supplementary chromosome with a yield over 90%. Additionally, our results reveal that ylAC can be genetically maintained over multiple generations either under selective conditions or, without selective pressure, using an essential gene as the selection marker. Overall, the ylACs reported herein are game-changing technology for Y. lipolytica, opening myriad possibilities, including enzyme screening, genome studies and the use of this yeast as a previous unutilized bio-manufacturing platform. Zhong-peng Guo et al. develop artificial chromosomes (ylAC) that allow easy and efficient assembly of multiple genes in Yarrowia lipolytica, a yeast strain commonly used for synthetic biology. ylAC provides an improved bio-manufacturing platform that is potentially useful for food, pharmaceutical, and environmental industries.
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43
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Lodens S, Roelants SLKW, Luyten G, Geys R, Coussement P, De Maeseneire SL, Soetaert W. Unraveling the regulation of sophorolipid biosynthesis in Starmerella bombicola. FEMS Yeast Res 2020; 20:5824630. [DOI: 10.1093/femsyr/foaa021] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 04/22/2020] [Indexed: 01/18/2023] Open
Abstract
ABSTRACTStarmerella bombicola very efficiently produces the secondary metabolites sophorolipids (SLs). Their biosynthesis is not-growth associated and highly upregulated in the stationary phase. Despite high industrial and academic interest, the underlying regulation of SL biosynthesis remains unknown. In this paper, potential regulation of SL biosynthesis through the telomere positioning effect (TPE) was investigated, as the SL gene cluster is located adjacent to a telomere. An additional copy of this gene cluster was introduced elsewhere in the genome to investigate if this results in a decoy of regulation. Indeed, for the new strain, the onset of SL production was shifted to the exponential phase. This result was confirmed by RT-qPCR analysis. The TPE effect was further investigated by developing and applying a suitable reporter system for this non-conventional yeast, enabling non-biased comparison of gene expression between the subtelomeric CYP52M1- and the URA3 locus. This was done with a constitutive endogenous promotor (pGAPD) and one of the endogenous promotors of the SL biosynthetic gene cluster (pCYP52M1). A clear positioning effect was observed for both promotors with significantly higher GFP expression levels at the URA3 locus. No clear GFP upregulation was observed in the stationary phase for any of the new strains.
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Affiliation(s)
- Sofie Lodens
- Centre for Industrial Biotechnology and Biocatalysis (InBio.be), Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000 Ghent, Belgium
| | - Sophie L K W Roelants
- Centre for Industrial Biotechnology and Biocatalysis (InBio.be), Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000 Ghent, Belgium
| | - Goedele Luyten
- Centre for Industrial Biotechnology and Biocatalysis (InBio.be), Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000 Ghent, Belgium
| | - Robin Geys
- Centre for Industrial Biotechnology and Biocatalysis (InBio.be), Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000 Ghent, Belgium
| | - Pieter Coussement
- Centre for Industrial Biotechnology and Biocatalysis (InBio.be), Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000 Ghent, Belgium
| | - Sofie L De Maeseneire
- Centre for Industrial Biotechnology and Biocatalysis (InBio.be), Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000 Ghent, Belgium
| | - Wim Soetaert
- Centre for Industrial Biotechnology and Biocatalysis (InBio.be), Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000 Ghent, Belgium
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Lopez C, Zhao Y, Masonbrink R, Shao Z. Modulating Pathway Performance by Perturbing Local Genetic Context. ACS Synth Biol 2020; 9:706-717. [PMID: 32207925 DOI: 10.1021/acssynbio.9b00445] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Combinatorial engineering is a preferred strategy for attaining optimal pathway performance. Previous endeavors have been concentrated on regulatory elements (e.g., promoters, terminators, and ribosomal binding sites) and/or open reading frames. Accumulating evidence indicates that noncoding DNA sequences flanking a transcriptional unit on the genome strongly impact gene expression. Here, we sought to mimic the effect imposed on expression cassettes by the genome. We created variants of the model yeast Saccharomyces cerevisiae with significantly improved fluorescence or cellobiose consumption rate by randomizing the sequences adjacent to the GFP expression cassette or the cellobiose-utilization pathway, respectively. Interestingly, nucleotide specificity was observed at certain positions and showed to be essential for achieving optimal cellobiose assimilation. Further characterization suggested that the modulation effects of the short sequences flanking the expression cassettes could be potentially mediated by remodeling DNA packaging and/or recruiting transcription factors. Collectively, these results indicate that the often-overlooked contiguous DNA sequences can be exploited to rapidly achieve balanced pathway expression, and the corresponding approach could be easily stacked with other combinatorial engineering strategies.
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Affiliation(s)
- Carmen Lopez
- Interdepartmental Microbiology Program, Iowa State University, Ames, Iowa 50011, United States
| | - Yuxin Zhao
- The Key Laboratory of Molecular Microbiology and Technology, Ministry of Education, College of Life Sciences, Nankai University, Tianjin 300071, China
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa 50011, United States
| | - Rick Masonbrink
- Office of Biotechnology, Iowa State University, Ames, Iowa 50011, United States
| | - Zengyi Shao
- Interdepartmental Microbiology Program, Iowa State University, Ames, Iowa 50011, United States
- Department of Chemical and Biological Engineering, Iowa State University, Ames, Iowa 50011, United States
- NSF Engineering Research Center for Biorenewable Chemicals, Iowa State University, Ames, Iowa 50011, United States
- Ames Laboratory, Ames, Iowa 50011, United States
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45
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Su B, Song D, Yang F, Zhu H. Engineering a growth-phase-dependent biosynthetic pathway for carotenoid production in Saccharomyces cerevisiae. J Ind Microbiol Biotechnol 2020; 47:383-393. [PMID: 32236768 DOI: 10.1007/s10295-020-02271-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 03/08/2020] [Indexed: 12/11/2022]
Abstract
Metabolic engineering is usually focused on static control of microbial cell factories to efficient production of interested chemicals, though heterologous pathways compete with endogenous metabolism. However, products like carotenoids may cause metabolic burden on engineering strains, thus limiting product yields and influencing strain growth. Herein, a growth-phase-dependent regulation was developed to settle this matter, and its efficiency was verified using the heterogenous biosynthesis of lycopene in Saccharomyces cerevisiae as an example. Through growth-phase-dependent control of the lycopene biosynthetic pathway, limited step in MVA pathway, and competitive squalene pathway, production yield was increased by approximately 973-fold (from 0.034- to 33.1-mg/g CDW) and 1.48 g/L of production was obtained by one-stage fermentation in a 5-L bioreactor. Our study not only introduces an economically approach to the production of carotenoids, but also provides an example of dynamic regulation of biosynthetic pathways for metabolic engineering.
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Affiliation(s)
- Buli Su
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Microbial Culture Collection Center (GDMCC), Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, 510070, People's Republic of China
| | - Dandan Song
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Microbial Culture Collection Center (GDMCC), Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, 510070, People's Republic of China
| | - Fan Yang
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Microbial Culture Collection Center (GDMCC), Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, 510070, People's Republic of China
| | - Honghui Zhu
- State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Microbial Culture Collection Center (GDMCC), Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, 510070, People's Republic of China.
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46
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Genomic Considerations for the Modification of Saccharomyces cerevisiae for Biofuel and Metabolite Biosynthesis. Microorganisms 2020; 8:microorganisms8030321. [PMID: 32110897 PMCID: PMC7143498 DOI: 10.3390/microorganisms8030321] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 02/02/2020] [Accepted: 02/24/2020] [Indexed: 11/22/2022] Open
Abstract
The growing global population and developing world has put a strain on non-renewable natural resources, such as fuels. The shift to renewable sources will, thus, help meet demands, often through the modification of existing biosynthetic pathways or the introduction of novel pathways into non-native species. There are several useful biosynthetic pathways endogenous to organisms that are not conducive for the scale-up necessary for industrial use. The use of genetic and synthetic biological approaches to engineer these pathways in non-native organisms can help ameliorate these challenges. The budding yeast Saccharomyces cerevisiae offers several advantages for genetic engineering for this purpose due to its widespread use as a model system studied by many researchers. The focus of this review is to present a primer on understanding genomic considerations prior to genetic modification and manipulation of S. cerevisiae. The choice of a site for genetic manipulation can have broad implications on transcription throughout a region and this review will present the current understanding of position effects on transcription.
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47
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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: 4.0] [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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48
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Fan Y, Jiang W, Ran F, Luo R, An L, Hang H. An Efficient Exogenous Gene Insertion Site in CHO Cells with High Transcription Level to Enhance AID-Induced Mutation. Biotechnol J 2020; 15:e1900313. [PMID: 31975519 DOI: 10.1002/biot.201900313] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 12/18/2019] [Indexed: 11/10/2022]
Abstract
Antibodies have been extensively used for the purpose of scientific research, clinical diagnosis, and therapy. Combination of in vitro somatic hypermutation and mammalian cell surface display has been an efficient technology for antibody or other proteins optimization, in which the efficiency of activation-induced cytidine deaminase (AID) mutations in genes is one of the most important key factors. Gene transcriptional level has been found to be positively proportional to AID-induced mutation frequency. Thus, construction of the cell clone bearing a gene of interest (GOI) with high transcription level can increase AID-induced mutations. In this study, a retargetable gene cassette is inserted onto predetermined chromosome site (ywhae gene site) which is among the genes with the highest as well as stable transcription, and is found that one subsite is suitable to be retargeted for efficient protein display in Chinese hamster ovary (CHO) cells. The resultant cell clone (T31) has higher and more stable transcription/expression than CHO-puro clone which was previously established through the strategy of random insertion followed by a high-throughput selection. It also possesses a significantly higher mutation frequency to GOI than CHO-puro cells; thus, it is a better clone for the in vitro improvement of antibody affinity, and probably other properties.
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Affiliation(s)
- Yingjun Fan
- Key Laboratory of Protein and Peptide Drugs, National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Wei Jiang
- Key Laboratory of Protein and Peptide Drugs, National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Fanlei Ran
- Key Laboratory of Protein and Peptide Drugs, National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China
| | - Ruiqi Luo
- Key Laboratory of Protein and Peptide Drugs, National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Lili An
- Key Laboratory of Protein and Peptide Drugs, National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China
| | - Haiying Hang
- Key Laboratory of Protein and Peptide Drugs, National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China
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49
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King TD, Johnson JE, Bateman JR. Position Effects Influence Transvection in Drosophila melanogaster. Genetics 2019; 213:1289-1299. [PMID: 31611231 PMCID: PMC6893391 DOI: 10.1534/genetics.119.302583] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Accepted: 10/03/2019] [Indexed: 01/14/2023] Open
Abstract
Transvection is an epigenetic phenomenon wherein regulatory elements communicate between different chromosomes in trans, and is thereby dependent upon the three-dimensional organization of the genome. Transvection is best understood in Drosophila, where homologous chromosomes are closely paired in most somatic nuclei, although similar phenomena have been observed in other species. Previous data have supported that the Drosophila genome is generally permissive to enhancer action in trans, a form of transvection where an enhancer on one homolog activates gene expression from a promoter on a paired homolog. However, the capacity of different genomic positions to influence the quantitative output of transvection has yet to be addressed. To investigate this question, we employed a transgenic system that assesses and compares enhancer action in cis and in trans at defined chromosomal locations. Using the strong synthetic eye-specific enhancer GMR, we show that loci supporting strong cis-expression tend to support robust enhancer action in trans, whereas locations with weaker cis-expression show reduced transvection in a fluorescent reporter assay. Our subsequent analysis is consistent with a model wherein the chromatin state of the transgenic insertion site is a primary determinant of the degree to which enhancer action in trans will be supported, whereas other factors such as locus-specific variation in somatic homolog pairing are of less importance in influencing position effects on transvection.
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Affiliation(s)
- Thomas D King
- Biology Department, Bowdoin College, Brunswick, Maine 04011
| | | | - Jack R Bateman
- Biology Department, Bowdoin College, Brunswick, Maine 04011
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50
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Betts SD, Basu S, Bolar J, Booth R, Chang S, Cigan AM, Farrell J, Gao H, Harkins K, Kinney A, Lenderts B, Li Z, Liu L, McEnany M, Mutti J, Peterson D, Sander JD, Scelonge C, Sopko X, Stucker D, Wu E, Chilcoat ND. Uniform Expression and Relatively Small Position Effects Characterize Sister Transformants in Maize and Soybean. FRONTIERS IN PLANT SCIENCE 2019; 10:1209. [PMID: 31708936 PMCID: PMC6821721 DOI: 10.3389/fpls.2019.01209] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Accepted: 09/03/2019] [Indexed: 05/20/2023]
Abstract
Development of transgenic cell lines or organisms for industrial, agricultural, or medicinal applications involves inserting DNA into the target genome in a way that achieves efficacious transgene expression without a deleterious impact on fitness. The genomic insertion site is widely recognized as an important determinant of success. However, the effect of chromosomal location on transgene expression and fitness has not been systematically investigated in plants. Here we evaluate the importance of transgene insertion site in maize and soybean using both random and site-specific transgene integration. We have compared the relative contribution of genomic location on transgene expression levels with other factors, including cis-regulatory elements, neighboring transgenes, genetic background, and zygosity. As expected, cis-regulatory elements and the presence/absence of nearby transgene neighbors can impact transgene expression. Surprisingly, we determined not only that genomic location had the least impact on transgene expression compared to the other factors that were investigated but that the majority of insertion sites recovered supported transgene expression levels that were statistically not distinguishable. All 68 genomic sites evaluated were capable of supporting high-level transgene expression, which was also consistent across generations. Furthermore, multilocation field evaluation detected no to little decrease in agronomic performance as a result of transgene insertion at the vast majority of sites we evaluated with a single construct in five maize hybrid backgrounds.
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Affiliation(s)
| | | | - Joy Bolar
- Corteva Agriscience, Johnston, IA, United States
| | - Russ Booth
- Corteva Agriscience, Johnston, IA, United States
| | - Shujun Chang
- Benson Hill Biosystems, Inc. St. Louis, MO, United States
| | | | | | - Huirong Gao
- Corteva Agriscience, Johnston, IA, United States
| | | | | | | | | | - Lu Liu
- Corteva Agriscience, Johnston, IA, United States
| | | | | | | | | | - Chris Scelonge
- KWS Gateway Research Center, LLC, St. Louis, MO, United States
| | - Xiaoyi Sopko
- Corteva Agriscience, Johnston, IA, United States
| | - Dave Stucker
- Corteva Agriscience, Johnston, IA, United States
| | - Emily Wu
- Corteva Agriscience, Johnston, IA, United States
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