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Hadj Saadoun J, Del Vecchio L, Bettera L, Fontechiari L, Martelli F, Ricci A, Levante A, Bancalari E, Cirlini M, Lazzi C. Design of experiment approach to boost volatile production from kiwi byproducts. BIORESOURCE TECHNOLOGY 2024; 413:131505. [PMID: 39299348 DOI: 10.1016/j.biortech.2024.131505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 09/16/2024] [Accepted: 09/17/2024] [Indexed: 09/22/2024]
Abstract
Design of Experiments (DoE), is a tool to explore relationships between factors and responses of a system. DoE and response surface methodology are increasingly used in different fields, but their application are limited in the valorization of residual biomass and agro-industrial by-products. Agro-industrial biomass residues can be eco-friendly converted into high-value compounds through bioprocesses. This approach identified key factors and predicted optimal conditions for enhancing microbial growth and the production of specific compounds or volatile classes. Lactiplantibacillus plantarum 4193 and Lacticaseibacillus paracasei 2243, were identified as the best starters while the production of methyl heptenone is influenced by fermentation time and pH. This out-turn in the generation of aromatically rich biomass, which can be utilised as a food ingredient or for the extraction of specific volatile compounds, and employed as flavouring agents. This study underlines the potential of fermentation in maximizing the value of unripe kiwi biomass.
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Affiliation(s)
| | | | - Luca Bettera
- Department of Food and Drug, University of Parma, Parma 43124, Italy.
| | - Luca Fontechiari
- Department of Food and Drug, University of Parma, Parma 43124, Italy.
| | | | - Annalisa Ricci
- Department of Food and Drug, University of Parma, Parma 43124, Italy.
| | - Alessia Levante
- Department of Food and Drug, University of Parma, Parma 43124, Italy.
| | - Elena Bancalari
- Department of Food and Drug, University of Parma, Parma 43124, Italy.
| | - Martina Cirlini
- Department of Food and Drug, University of Parma, Parma 43124, Italy.
| | - Camilla Lazzi
- Department of Food and Drug, University of Parma, Parma 43124, Italy.
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2
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Castillo-Saldarriaga C, Sarria S, Santos CNS, Ajikumar PK, Takors R. Semi-continuous biomanufacturing for maximizing the production of complex chemicals and fuels: a case study of amorpha-4,11-diene. Trends Biotechnol 2024:S0167-7799(24)00221-X. [PMID: 39277494 DOI: 10.1016/j.tibtech.2024.08.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 08/15/2024] [Accepted: 08/19/2024] [Indexed: 09/17/2024]
Abstract
Biomanufacturing is emerging as a key technology for the sustainable production of chemicals, materials, and food ingredients using engineered microbes. However, despite billions of dollars of investment, few processes have been successfully commercialized due to a lack of attention on industrial-scale bioprocess design and innovation. In this study, we address this challenge through the development of a novel semi-continuous bioprocess for the production of the terpene amorpha-4,11-diene (AMD4,11) using engineered Escherichia coli. Using a hydrophilic membrane for product and biomass retention, we successfully decoupled production at low growth rates (~0.01 1/h) and improved reactor productivity up to 166 mg/lReactor h, threefold compared with traditional fed-batch fermentations. When cell recycling was implemented, we showed sustained production at the highest conversion yield and production rate for up to three cycles, demonstrating the robustness of both the strain and the process and highlighting the potential for new bioprocess strategies to improve the economic viability of industrial biomanufacturing.
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Affiliation(s)
| | - Stephen Sarria
- Manus Bio, 43 Foundry Avenue, Ste. 230, Waltham, MA 02453, USA
| | | | | | - Ralf Takors
- Institute of Biochemical Engineering, University of Stuttgart, Allmandring 31, 70569, Stuttgart, Germany.
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3
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Wells KCDH, Kharma N, Jaunky BB, Nie K, Aguiar-Tawil G, Berry D. BioCloneBot: A versatile, low-cost, and open-source automated liquid handler. HARDWAREX 2024; 18:e00516. [PMID: 38524156 PMCID: PMC10955647 DOI: 10.1016/j.ohx.2024.e00516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 02/03/2024] [Accepted: 02/25/2024] [Indexed: 03/26/2024]
Abstract
Liquid handler systems can provide significant benefits to researchers by automating laboratory work, however, their unaffordable price provides a steep barrier to entry. Therefore, we provide the BioCloneBot, a versatile, low-cost, and open-source automated liquid handler. This system can be easily built with 3D-printed parts and readily available commercial components. The BioCloneBot is highly adaptive to user needs and facilitates various liquid handling tasks in research and diagnostics. Its user-friendly interface and programmable nature make it suitable for a wide range of applications, from small-scale experiments to larger laboratory setups. By utilizing BioCloneBot, researchers and scientists can streamline their liquid handling processes without the financial constraints posed by traditional systems. In this paper, we detail the design, construction, and validation of BioCloneBot, showcasing its precise control, accuracy, and repeatability in various liquid handling tasks. The open-source nature of the system encourages collaboration and customization, enabling researchers to contribute and adapt the technology to specific experimental requirements.
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Affiliation(s)
- Ke’Koa CDH Wells
- Department of Electrical and Computer Engineering, Concordia University, Montréal, Québec, Canada
| | - Nawwaf Kharma
- Department of Electrical and Computer Engineering, Concordia University, Montréal, Québec, Canada
- Department of Biology, Concordia University, Montréal, Québec, Canada
| | - Brandon B. Jaunky
- Department of Biology, Concordia University, Montréal, Québec, Canada
| | - Kaiyu Nie
- Department of Electrical and Computer Engineering, Concordia University, Montréal, Québec, Canada
| | | | - Daniel Berry
- Department of Mechanical, Industrial and Aerospace Engineering, Concordia University, Montréal, Québec, Canada
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4
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Lu M, Sha Y, Kumar V, Xu Z, Zhai R, Jin M. Transcription factor-based biosensor: A molecular-guided approach for advanced biofuel synthesis. Biotechnol Adv 2024; 72:108339. [PMID: 38508427 DOI: 10.1016/j.biotechadv.2024.108339] [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: 11/23/2023] [Revised: 02/07/2024] [Accepted: 02/18/2024] [Indexed: 03/22/2024]
Abstract
As a sustainable and renewable alternative to petroleum fuels, advanced biofuels shoulder the responsibility of energy saving, emission reduction and environmental protection. Traditional engineering of cell factories for production of advanced biofuels lacks efficient high-throughput screening tools and regulating systems, impeding the improvement of cellular productivity and yield. Transcription factor-based biosensors have been widely applied to monitor and regulate microbial cell factory products due to the advantages of fast detection and in-situ screening. This review updates the design and application of transcription factor-based biosensors tailored for advanced biofuels and related intermediates. The construction and genetic parts selection principle of biosensors are discussed. Strategies to enhance the performance of biosensor, including regulating promoter strength and RBS strength, optimizing plasmid copy number, implementing genetic amplifier, and modulating the structure of transcription factor, have also been summarized. We further review the application of biosensors in high-throughput screening of new metabolic engineering targets, evolution engineering, confirmation of protein function, and dynamic regulation of metabolic flux for higher production of advanced biofuels. At last, we discuss the current limitations and future trends of transcription factor-based biosensors.
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Affiliation(s)
- Minrui Lu
- School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing 210094, China; Biorefinery Research Institution, Nanjing University of Science and Technology, Nanjing 210094, China
| | - Yuanyuan Sha
- School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing 210094, China; Biorefinery Research Institution, Nanjing University of Science and Technology, Nanjing 210094, China
| | - Vinod Kumar
- School of Water, Energy and Environment, Cranfield University, Cranfield MK43 0AL, United Kingdom
| | - Zhaoxian Xu
- School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing 210094, China; Biorefinery Research Institution, Nanjing University of Science and Technology, Nanjing 210094, China
| | - Rui Zhai
- School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing 210094, China; Biorefinery Research Institution, Nanjing University of Science and Technology, Nanjing 210094, China
| | - Mingjie Jin
- School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing 210094, China; Biorefinery Research Institution, Nanjing University of Science and Technology, Nanjing 210094, China.
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Ramos J, Segura A. Microbial biotechnology and beyond: A roadmap for sustainable development and climate mitigation in the transition from fossil fuels to green chemistry. Microb Biotechnol 2024; 17:e14434. [PMID: 38465780 PMCID: PMC10926174 DOI: 10.1111/1751-7915.14434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 02/14/2024] [Accepted: 02/19/2024] [Indexed: 03/12/2024] Open
Abstract
Our planet, which operates as a closed system, is facing increasing entropy due to human activities such as the overexploitation of natural resources and fossil fuel use. The COP28 in Dubai emphasized the urgency to abandon fossil fuels, recognizing them as the primary cause of human-induced environmental changes, while highlighting the need to transition to renewable energies. We promote the crucial role of microbes for sustaining biogenic cycles to combat climate change and the economic potential of synthetic biology tools for producing diverse non-fossil fuels and chemicals, thus contributing to emission reduction in transport and industry. The shift to 'green chemistry' encounters challenges, derived from the availability of non-food residues and waste (mainly lignocellulosic) as raw material, the construction of cost-effective bioprocessing plants, product recovery from fermentation broths and the utilization of leftover lignin residues for synthesizing new chemicals, aligning with circular economy and sustainable development goals. To meet the Paris Agreement goals, an urgent global shift to low-carbon, renewable sources is imperative, ultimately leading to the cessation of our reliance on fossil fuels.
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Affiliation(s)
- Juan‐Luis Ramos
- Consejo Superior de Investigaciones CientíficasEstación Experimental del ZaidínGranadaSpain
| | - Ana Segura
- Consejo Superior de Investigaciones CientíficasEstación Experimental del ZaidínGranadaSpain
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Su B, Lai P, Deng MR, Zhu H. Design of a dual-responding genetic circuit for high-throughput identification of L-threonine-overproducing Escherichia coli. BIORESOURCE TECHNOLOGY 2024; 395:130407. [PMID: 38295961 DOI: 10.1016/j.biortech.2024.130407] [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: 01/04/2024] [Accepted: 01/27/2024] [Indexed: 02/18/2024]
Abstract
L-threonine is a crucial amino acid that is extensively employed in the realms of food, animal feed and pharmaceuticals. Unfortunately, the lack of an appropriate biosensor has hindered the establishment of a robust high-throughput screening (HTS) system for the identification of the desired strains from random mutants. In this study, a dual-responding genetic circuit that capitalizes on the L-threonine inducer-like effect, the L-threonine riboswitch, and a signal amplification system was designed for the purpose of screening L-threonine overproducers. This platform effectively enhanced the performance of the enzyme and facilitated the identification of high L-threonine-producing strains from a random mutant library. Consequently, pathway optimization and directed evolution of the key enzyme enhanced L-threonine production by 4 and 7-fold, respectively. These results demonstrate the potential of biosensor design for dynamic metabolite detection and offer a promising tool for HTS and metabolic regulation for the development of L-threonine-hyperproducing strains.
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Affiliation(s)
- Buli Su
- Key Laboratory of Agricultural Microbiomics and Precision Application (MARA), Key Laboratory of Agricultural Microbiome (MARA), State Key Laboratory of Applied Microbiology Southern China, Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou 510070, PR China.
| | - Peixuan Lai
- Key Laboratory of Agricultural Microbiomics and Precision Application (MARA), Key Laboratory of Agricultural Microbiome (MARA), State Key Laboratory of Applied Microbiology Southern China, Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou 510070, PR China.
| | - Ming-Rong Deng
- Key Laboratory of Agricultural Microbiomics and Precision Application (MARA), Key Laboratory of Agricultural Microbiome (MARA), State Key Laboratory of Applied Microbiology Southern China, Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou 510070, PR China.
| | - Honghui Zhu
- Key Laboratory of Agricultural Microbiomics and Precision Application (MARA), Key Laboratory of Agricultural Microbiome (MARA), State Key Laboratory of Applied Microbiology Southern China, Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou 510070, PR China.
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Godar AG, Chase T, Conway D, Ravichandran D, Woodson I, Lai YJ, Song K, Rittmann BE, Wang X, Nielsen DR. 'Dark' CO 2 fixation in succinate fermentations enabled by direct CO 2 delivery via hollow fiber membrane carbonation. Bioprocess Biosyst Eng 2024; 47:223-233. [PMID: 38142425 DOI: 10.1007/s00449-023-02957-3] [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: 09/18/2023] [Accepted: 11/26/2023] [Indexed: 12/26/2023]
Abstract
Anaerobic succinate fermentations can achieve high-titer, high-yield performance while fixing CO2 through the reductive branch of the tricarboxylic acid cycle. To provide the needed CO2, conventional media is supplemented with significant (up to 60 g/L) bicarbonate (HCO3-), and/or carbonate (CO32-) salts. However, producing these salts from CO2 and natural ores is thermodynamically unfavorable and, thus, energetically costly, which reduces the overall sustainability of the process. Here, a series of composite hollow fiber membranes (HFMs) were first fabricated, after which comprehensive CO2 mass transfer measurements were performed under cell-free conditions using a novel, constant-pH method. Lumen pressure and total HFM surface area were found to be linearly correlated with the flux and volumetric rate of CO2 delivery, respectively. Novel HFM bioreactors were then constructed and used to comprehensively investigate the effects of modulating the CO2 delivery rate on succinate fermentations by engineered Escherichia coli. Through appropriate tuning of the design and operating conditions, it was ultimately possible to produce up to 64.5 g/L succinate at a glucose yield of 0.68 g/g; performance approaching that of control fermentations with directly added HCO3-/CO32- salts and on par with prior studies. HFMs were further found to demonstrate a high potential for repeated reuse. Overall, HFM-based CO2 delivery represents a viable alternative to the addition of HCO3-/CO32- salts to succinate fermentations, and likely other 'dark' CO2-fixing fermentations.
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Affiliation(s)
- Amanda G Godar
- School of Life Sciences, Arizona State University, Tempe, AZ, USA
| | - Timothy Chase
- School for Engineering of Matter, Transport and Energy, Arizona State University, BDC C499C, Tempe, AZ, 85282, USA
| | - Dalton Conway
- School for Engineering of Matter, Transport and Energy, Arizona State University, BDC C499C, Tempe, AZ, 85282, USA
| | | | - Isaiah Woodson
- School for Engineering of Matter, Transport and Energy, Arizona State University, BDC C499C, Tempe, AZ, 85282, USA
| | - Yen-Jung Lai
- Biodesign Swette Center for Environmental Biotechnology, Arizona State University, Tempe, AZ, USA
| | - Kenan Song
- School of Manufacturing Systems and Networks, Arizona State University, Tempe, AZ, USA
| | - Bruce E Rittmann
- Biodesign Swette Center for Environmental Biotechnology, Arizona State University, Tempe, AZ, USA
- School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe, AZ, USA
| | - Xuan Wang
- School of Life Sciences, Arizona State University, Tempe, AZ, USA
| | - David R Nielsen
- School for Engineering of Matter, Transport and Energy, Arizona State University, BDC C499C, Tempe, AZ, 85282, USA.
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8
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Park JO, Nielsen DR. Editorial overview: Energy biotechnology as an integral solution to global challenges. Curr Opin Biotechnol 2023; 84:103006. [PMID: 37793238 DOI: 10.1016/j.copbio.2023.103006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/06/2023]
Affiliation(s)
- Junyoung O Park
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, CA 90095, USA.
| | - David R Nielsen
- Chemical Engineering, School for Engineering of Matter, Transport, and Energy, Arizona State University, Tempe, AZ 85287, USA.
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9
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Li X, Gadar-Lopez AE, Chen L, Jayachandran S, Cruz-Morales P, Keasling JD. Mining natural products for advanced biofuels and sustainable bioproducts. Curr Opin Biotechnol 2023; 84:103003. [PMID: 37769513 DOI: 10.1016/j.copbio.2023.103003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 09/03/2023] [Accepted: 09/03/2023] [Indexed: 10/03/2023]
Abstract
Recently, there has been growing interest in the sustainable production of biofuels and bioproducts derived from renewable sources. Natural products, the largest and more structurally diverse group of metabolites, hold significant promise as sources for such bio-based products. However, there are two primary challenges in harnessing natural products' potential: precise mining of biosynthetic gene clusters (BGCs) that can be used as scaffolds or bioparts and their functional expression for biofuel and bioproduct manufacture. In this review, we explore recent advances in the development of bioinformatic tools for BGC mining and the manipulation of various hosts for natural product-based biofuels and bioproducts manufacture. Moreover, we discuss potential strategies for expanding the chemical diversity of biofuels and bioproducts and enhancing their overall yield.
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Affiliation(s)
- Xiaowei Li
- Novo Nordisk Foundation Center for Biosustainability, Danmarks Tekniske Universitet, Kongens Lyngby, Denmark
| | - Adrian E Gadar-Lopez
- Novo Nordisk Foundation Center for Biosustainability, Danmarks Tekniske Universitet, Kongens Lyngby, Denmark
| | - Ling Chen
- Novo Nordisk Foundation Center for Biosustainability, Danmarks Tekniske Universitet, Kongens Lyngby, Denmark
| | - Sidharth Jayachandran
- Novo Nordisk Foundation Center for Biosustainability, Danmarks Tekniske Universitet, Kongens Lyngby, Denmark
| | - Pablo Cruz-Morales
- Novo Nordisk Foundation Center for Biosustainability, Danmarks Tekniske Universitet, Kongens Lyngby, Denmark.
| | - Jay D Keasling
- Novo Nordisk Foundation Center for Biosustainability, Danmarks Tekniske Universitet, Kongens Lyngby, Denmark; Lawrence Berkeley National Laboratory, Biological Systems and Engineering Division, Berkeley, CA, USA; Joint BioEnergy Institute, Emeryville, CA, USA; Departments of Chemical & Biomolecular Engineering and of Bioengineering, University of California, Berkeley, CA 94720, USA; Center for Synthetic Biochemistry, Shenzhen Institutes for Advanced Technologies, Shenzhen, China.
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10
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Leitão AL, Enguita FJ. Editorial: Secondary metabolism: an unlimited foundation for synthetic biology, volume II. Front Microbiol 2023; 14:1200928. [PMID: 37266013 PMCID: PMC10230052 DOI: 10.3389/fmicb.2023.1200928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 05/02/2023] [Indexed: 06/03/2023] Open
Affiliation(s)
- Ana Lúcia Leitão
- MEtRICs, Department of Chemistry, NOVA School of Science and Technology, FCT NOVA, Universidade NOVA de Lisboa, Caparica, Portugal
| | - Francisco J. Enguita
- Faculdade de Medicina, Instituto de Medicina Molecular João Lobo Antunes, Universidade de Lisboa, Lisbon, Portugal
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