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Adamczyk PA, Hwang HJ, Chang TH, Gao Y, Baidoo EEK, Kim J, Webb-Robertson BJM, Flores JE, Quijano KC, Burnet MC, Munoz N, Sundstrom E, Gladden JM, Liu D. The oleaginous yeast Rhodosporidium toruloides engineered for biomass hydrolysate-derived (E)-α-bisabolene production. Metab Eng 2025; 90:92-105. [PMID: 40044027 DOI: 10.1016/j.ymben.2025.02.014] [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: 10/18/2024] [Revised: 01/18/2025] [Accepted: 02/28/2025] [Indexed: 03/19/2025]
Abstract
The oleaginous yeast Rhodosporidiumtoruloides has been exploited for many bioproducts, including several terpenes, owing to its oleaginous nature and biomass inhibitor tolerance. Here, we built upon previous (E)-α-bisabolene work by iteratively stacking the complete mevalonate pathway from Saccharomyces cerevisiae onto a multicopy bisabolene synthase parent strain. Metabolomics and proteomics verified heterologous pathway expression and identified metabolic bottlenecks at three intermediate steps, with candidate feedback-resistant mevalonate kinases screening improving titers 15%. Subtle differences in codon optimization, and preliminary attenuation of competing flux toward lipids resulted in 6-fold, 7-fold higher titers relative to controls, respectively. Media optimization led to modest improvements, with zinc identified as the most promising at 10% titer improvement. Ultimately, high-performance strains were cultivated with corn-stover biomass hydrolysate in microtiter plates at 300 g/L total sugar, achieving 20.8 g/L bisabolene, the highest reported titer in the literature. A 2 L glucose minimal medium bioreactor achieved 19.3 g/L bisabolene and a literature-high productivity of 0.11 g/L/h.
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Affiliation(s)
- Paul A Adamczyk
- Agile Biofoundry, Emeryville, CA, USA; Sandia National Laboratories, Livermore, CA, USA
| | - Hee Jin Hwang
- Agile Biofoundry, Emeryville, CA, USA; Sandia National Laboratories, Livermore, CA, USA
| | - Ta-Hsuan Chang
- Lawrence Berkeley National Laboratory, Berkeley, CA, USA; Advanced Biofuels and Bioproducts Process Development Unit, Emeryville, CA, USA
| | - Yuqian Gao
- Agile Biofoundry, Emeryville, CA, USA; Pacific Northwest National Laboratory, Richland, WA, USA
| | - Edward E K Baidoo
- Agile Biofoundry, Emeryville, CA, USA; Joint BioEnergy Institute, Emeryville, CA, USA; Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Joonhoon Kim
- Agile Biofoundry, Emeryville, CA, USA; Pacific Northwest National Laboratory, Richland, WA, USA
| | | | - Javier E Flores
- Agile Biofoundry, Emeryville, CA, USA; Pacific Northwest National Laboratory, Richland, WA, USA
| | - Kirch Czarina Quijano
- Lawrence Berkeley National Laboratory, Berkeley, CA, USA; Advanced Biofuels and Bioproducts Process Development Unit, Emeryville, CA, USA
| | - Meagan C Burnet
- Agile Biofoundry, Emeryville, CA, USA; Pacific Northwest National Laboratory, Richland, WA, USA
| | - Nathalie Munoz
- Agile Biofoundry, Emeryville, CA, USA; Pacific Northwest National Laboratory, Richland, WA, USA
| | - Eric Sundstrom
- Lawrence Berkeley National Laboratory, Berkeley, CA, USA; Advanced Biofuels and Bioproducts Process Development Unit, Emeryville, CA, USA
| | - John M Gladden
- Agile Biofoundry, Emeryville, CA, USA; Sandia National Laboratories, Livermore, CA, USA; Joint BioEnergy Institute, Emeryville, CA, USA
| | - Di Liu
- Agile Biofoundry, Emeryville, CA, USA; Sandia National Laboratories, Livermore, CA, USA.
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Reķēna A, Pals K, Gavrilović S, Lahtvee PJ. The role of ATP citrate lyase, phosphoketolase, and malic enzyme in oleaginous Rhodotorula toruloides. Appl Microbiol Biotechnol 2025; 109:77. [PMID: 40156749 PMCID: PMC11954720 DOI: 10.1007/s00253-025-13454-w] [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: 12/05/2024] [Revised: 02/21/2025] [Accepted: 03/11/2025] [Indexed: 04/01/2025]
Abstract
Rhodotorula toruloides is an oleaginous yeast recognized for its robustness and the production of high content of neutral lipids. Early biochemical studies have linked ATP citrate lyase (ACL), phosphoketolase (PK), and cytosolic malic enzyme (cMAE) with de novo lipid synthesis. In this study, we discovered that upon a CRISPR/Cas9-mediated knockout of the ACL gene, lipid content in R. toruloides IFO0880 decreased from 50 to 9% of its dry cell weight (DCW) in glucose medium and caused severe growth defects (reduced specific growth rate, changes in cell morphology). In xylose medium, the lipid content decreased from 43 to 38% of DCW. However, when grown on acetate as the sole carbon source, the lipid content decreased from 45 to 20% of DCW. Significant growth defects as a result of ACL knockout were observed on all substrates. In contrast, PK knockout resulted in no change in growth or lipid synthesis. Knocking out cMAE gene resulted in lipid increase of 2.9% of DCW and 23% increase in specific growth rate on glucose. In xylose or acetate medium, no change in lipid production as a result of cMAE gene knockout was observed. These results demonstrated that ACL plays a crucial role in lipid synthesis in R. toruloides IFO0880, as opposed to PK pathway or cMAE, whose presence in some conditions even disfavors lipid production. These results provided valuable information for future metabolic engineering of R. toruloides. KEY POINTS: • ACL is crucial for the fatty acid synthesis and growth in R. toruloides IFO0880. • Lipid production and cell growth is are unchanged as a result of PK knockout. • Cytosolic malic enzyme does not play a significant role in lipogenesis.
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Affiliation(s)
- Alīna Reķēna
- Department of Chemistry and Biotechnology, Tallinn University of Technology, Tallinn, Estonia
| | - Kristjan Pals
- Department of Chemistry and Biotechnology, Tallinn University of Technology, Tallinn, Estonia
| | - Srðan Gavrilović
- Department of Chemistry and Biotechnology, Tallinn University of Technology, Tallinn, Estonia
| | - Petri-Jaan Lahtvee
- Department of Chemistry and Biotechnology, Tallinn University of Technology, Tallinn, Estonia.
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Yook S, Alper HS. Recent advances in genetic engineering and chemical production in yeast species. FEMS Yeast Res 2025; 25:foaf009. [PMID: 40082732 PMCID: PMC11963765 DOI: 10.1093/femsyr/foaf009] [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: 01/24/2025] [Revised: 03/07/2025] [Accepted: 03/11/2025] [Indexed: 03/16/2025] Open
Abstract
Yeasts have emerged as well-suited microbial cell factory for the sustainable production of biofuels, organic acids, terpenoids, and specialty chemicals. This ability is bolstered by advances in genetic engineering tools, including CRISPR-Cas systems and modular cloning in both conventional (Saccharomyces cerevisiae) and non-conventional (Yarrowia lipolytica, Rhodotorula toruloides, Candida krusei) yeasts. Additionally, genome-scale metabolic models and machine learning approaches have accelerated efforts to create a broad range of compounds that help reduce dependency on fossil fuels, mitigate climate change, and offer sustainable alternatives to petrochemical-derived counterparts. In this review, we highlight the cutting-edge genetic tools driving yeast metabolic engineering and then explore the diverse applications of yeast-based platforms for producing value-added products. Collectively, this review underscores the pivotal role of yeast biotechnology in efforts to build a sustainable bioeconomy.
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Affiliation(s)
- Sangdo Yook
- McKetta Department of Chemical Engineering, The University of Texas at Austin, Austin, TX, 78712, United States
| | - Hal S Alper
- McKetta Department of Chemical Engineering, The University of Texas at Austin, Austin, TX, 78712, United States
- Institute for Cellular and Molecular Biology, The University of Texas at Austin, Austin, TX, 78712, United States
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Dutta K, Sarkar A, Daverey A, Joshi S. Introduction to Special Issue Microbial and Molecular Approaches for Environmental Remediation. Appl Biochem Biotechnol 2024; 196:6571-6573. [PMID: 38564112 DOI: 10.1007/s12010-024-04918-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/06/2024] [Indexed: 04/04/2024]
Affiliation(s)
- Kasturi Dutta
- Department of Biotechnology and Medical Engineering, National Institute of Technology Rourkela, Rourkela, 769008, Odisha, India.
| | - Angana Sarkar
- Department of Biotechnology and Medical Engineering, National Institute of Technology Rourkela, Rourkela, 769008, Odisha, India
| | - Achlesh Daverey
- School of Environment and Natural Resources, Doon University, Dehradun, 248012, Uttarakhand, India
| | - Sanket Joshi
- Amity Institute of Microbial Technology, Amity University Rajasthan, Kant Kalwar, Jaipur, 303002, Rajasthan, India
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Antunes M, Mota MN, Sá-Correia I. Cell envelope and stress-responsive pathways underlie an evolved oleaginous Rhodotorula toruloides strain multi-stress tolerance. BIOTECHNOLOGY FOR BIOFUELS AND BIOPRODUCTS 2024; 17:71. [PMID: 38807231 PMCID: PMC11134681 DOI: 10.1186/s13068-024-02518-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 05/14/2024] [Indexed: 05/30/2024]
Abstract
BACKGROUND The red oleaginous yeast Rhodotorula toruloides is a promising cell factory to produce microbial oils and carotenoids from lignocellulosic hydrolysates (LCH). A multi-stress tolerant strain towards four major inhibitory compounds present in LCH and methanol, was derived in our laboratory from strain IST536 (PYCC 5615) through adaptive laboratory evolution (ALE) under methanol and high glycerol selective pressure. RESULTS Comparative genomic analysis suggested the reduction of the original strain ploidy from triploid to diploid, the occurrence of 21,489 mutations, and 242 genes displaying copy number variants in the evolved strain. Transcriptomic analysis identified 634 genes with altered transcript levels (465 up, 178 down) in the multi-stress tolerant strain. Genes associated with cell surface biogenesis, integrity, and remodelling and involved in stress-responsive pathways exhibit the most substantial alterations at the genome and transcriptome levels. Guided by the suggested stress responses, the multi-stress tolerance phenotype was extended to osmotic, salt, ethanol, oxidative, genotoxic, and medium-chain fatty acid-induced stresses. CONCLUSIONS The comprehensive analysis of this evolved strain provided the opportunity to get mechanistic insights into the acquisition of multi-stress tolerance and a list of promising genes, pathways, and regulatory networks, as targets for synthetic biology approaches applied to promising cell factories, toward more robust and superior industrial strains. This study lays the foundations for understanding the mechanisms underlying tolerance to multiple stresses in R. toruloides, underscoring the potential of ALE for enhancing the robustness of industrial yeast strains.
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Affiliation(s)
- Miguel Antunes
- iBB - Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001, Lisbon, Portugal
- Department of Bioengineering, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001, Lisbon, Portugal
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001, Lisbon, Portugal
| | - Marta N Mota
- iBB - Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001, Lisbon, Portugal
- Department of Bioengineering, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001, Lisbon, Portugal
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001, Lisbon, Portugal
| | - Isabel Sá-Correia
- iBB - Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001, Lisbon, Portugal.
- Department of Bioengineering, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001, Lisbon, Portugal.
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, 1049-001, Lisbon, Portugal.
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Gu S, Zhu F, Zhang L, Wen J. Mid-Long Chain Dicarboxylic Acid Production via Systems Metabolic Engineering: Progress and Prospects. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:5555-5573. [PMID: 38442481 DOI: 10.1021/acs.jafc.4c00002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/07/2024]
Abstract
Mid-to-long-chain dicarboxylic acids (DCAi, i ≥ 6) are organic compounds in which two carboxylic acid functional groups are present at the terminal position of the carbon chain. These acids find important applications as structural components and intermediates across various industrial sectors, including organic compound synthesis, food production, pharmaceutical development, and agricultural manufacturing. However, conventional petroleum-based DCA production methods cause environmental pollution, making sustainable development challenging. Hence, the demand for eco-friendly processes and renewable raw materials for DCA production is rising. Owing to advances in systems metabolic engineering, new tools from systems biology, synthetic biology, and evolutionary engineering can now be used for the sustainable production of energy-dense biofuels. Here, we explore systems metabolic engineering strategies for DCA synthesis in various chassis via the conversion of different raw materials into mid-to-long-chain DCAs. Subsequently, we discuss the future challenges in this field and propose synthetic biology approaches for the efficient production and successful commercialization of these acids.
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Affiliation(s)
- Shanna Gu
- Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072,China
- Frontiers Science Center for Synthetic Biology (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072,China
- SINOPEC Dalian Research Institute of Petroleum and Petrochemicals Co., Ltd, Dalian 116045, China
| | - Fuzhou Zhu
- Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072,China
- Frontiers Science Center for Synthetic Biology (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072,China
| | - Lin Zhang
- Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072,China
- Frontiers Science Center for Synthetic Biology (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072,China
- SINOPEC Dalian Research Institute of Petroleum and Petrochemicals Co., Ltd, Dalian 116045, China
| | - Jianping Wen
- Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072,China
- Frontiers Science Center for Synthetic Biology (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072,China
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Chen N, Xie Y, Liang Z, Shim H. Biodiesel production and properties estimation from food waste and domestic wastewater by Rhodosporidium toruloides. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2023; 348:119368. [PMID: 37866181 DOI: 10.1016/j.jenvman.2023.119368] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 09/15/2023] [Accepted: 10/14/2023] [Indexed: 10/24/2023]
Abstract
Producing biodiesel from food waste (FW) would benefit both environment and economy. Current study investigated biodiesel production from food waste and domestic wastewater by utilizing the oleaginous yeast Rhodosporidium toruloides under non-sterile condition. The potential of biolipid production from the mixture of effluents of existing local FW treatment facilities and domestic wastewater was firstly evaluated. Then, to increase the nutrient recovery efficiency, FW hydrolysis process by crude enzymes produced from solid FWs by Aspergillus oryzae was introduced and the conditions were further optimized. The optimized hydrolysis process resulted in reducing sugar (RS) yield of 251.81 ± 8.09 mg gdryFW-1 and free amino nitrogen (FAN) yield of 7.70 ± 0.74 mg gdryFW-1 while waste oil with the RS yield of 93.54 ± 0.01 mg gdryFW-1 was easily separated without solvent usage. Compared to the hydrolysate only used, when mixed with domestic wastewater, the results showed obvious enhancement on biomass yield, biolipid yield, and wastewater treatment efficiency. The maximum biolipid yield was 29.80 ± 0.50 mg gdryFW-1 and the estimated quality of biodiesel produced from the biolipid met both EN 14214 and ASTM D6751 standards.
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Affiliation(s)
- Naiwen Chen
- Department of Civil and Environmental Engineering, Faculty of Science and Technology, University of Macau, Taipa, Macau SAR, China
| | - Yimin Xie
- Department of Civil and Environmental Engineering, Faculty of Science and Technology, University of Macau, Taipa, Macau SAR, China
| | - Zhiwei Liang
- Department of Civil and Environmental Engineering, Faculty of Science and Technology, University of Macau, Taipa, Macau SAR, China
| | - Hojae Shim
- Department of Civil and Environmental Engineering, Faculty of Science and Technology, University of Macau, Taipa, Macau SAR, China.
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