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Wang K, Liu X, Hu KKY, Haritos VS. Artificial Methylotrophic Cells via Bottom-Up Integration of a Methanol-Utilizing Pathway. ACS Synth Biol 2024; 13:888-900. [PMID: 38359048 DOI: 10.1021/acssynbio.3c00683] [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: 02/17/2024]
Abstract
Methanol has gained substantial attention as a substrate for biomanufacturing due to plentiful stocks and nonreliance on agriculture, and it can be sourced renewably. However, due to inevitable complexities in cell metabolism, microbial methanol conversion requires further improvement before industrial applicability. Here, we present a novel, parallel strategy using artificial cells to provide a simplified and well-defined environment for methanol utilization as artificial methylotrophic cells. We compartmentalized a methanol-utilizing enzyme cascade, including NAD-dependent methanol dehydrogenase (Mdh) and pyruvate-dependent aldolase (KHB aldolase), in cell-sized lipid vesicles using the inverted emulsion method. The reduction of cofactor NAD+ to NADH was used to quantify the conversion of methanol within individual artificial methylotrophic cells via flow cytometry. Compartmentalization of the reaction cascade in liposomes led to a 4-fold higher NADH production compared with bulk enzyme experiments, and the incorporation of KHB aldolase facilitated another 2-fold increase above the Mdh-only reaction. This methanol-utilizing platform can serve as an alternative route to speed up methanol biological conversion, eventually shifting sugar-based bioproduction toward a sustainable methanol bioeconomy.
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Affiliation(s)
- Ke Wang
- Department of Chemical and Biological Engineering, Monash University, Clayton 3800, Australia
| | - Xueqing Liu
- Department of Chemical and Biological Engineering, Monash University, Clayton 3800, Australia
| | - Kevin K Y Hu
- Department of Chemical and Biological Engineering, Monash University, Clayton 3800, Australia
| | - Victoria S Haritos
- Department of Chemical and Biological Engineering, Monash University, Clayton 3800, Australia
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Ushiyama R, Nanjo S, Tsugane M, Sato R, Matsuura T, Suzuki H. Identifying Conditions for Protein Synthesis Inside Giant Vesicles Using Microfluidics toward Standardized Artificial Cell Production. ACS Synth Biol 2024; 13:68-76. [PMID: 38032418 DOI: 10.1021/acssynbio.3c00629] [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: 12/01/2023]
Abstract
To expand the range of practical applications of artificial cells, it is important to standardize the production process of giant (cell-sized) vesicles that encapsulate reconstituted biochemical reaction systems. For this purpose, a rapidly developing microfluidics-based giant vesicle generation system is a promising approach, similar to the droplet assay systems that are already widespread in the market. In this study, we examined the composition of the solutions used to generate vesicles encapsulating the in vitro transcription-translation (IVTT) system. We show that tuning of the lipid composition and adding poly(vinyl alcohol) to the outer solution improved the stability of the transition process into the lipid membrane so that protein synthesis proceeded in vesicles. The direct integration of α-hemolysin nanopores synthesized in situ was also demonstrated. These protein-synthesizing monodisperse giant vesicles can be prepared by using a simple microfluidic fabrication/operation with a commercial IVTT system.
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Affiliation(s)
- Ryota Ushiyama
- Department of Precision Mechanics, Faculty of Science and Engineering, Chuo University, 1-13-27 Kasuga, Bunkyo-ku, Tokyo 112-8551, Japan
| | - Satoshi Nanjo
- Department of Precision Mechanics, Faculty of Science and Engineering, Chuo University, 1-13-27 Kasuga, Bunkyo-ku, Tokyo 112-8551, Japan
| | - Mamiko Tsugane
- Department of Precision Mechanics, Faculty of Science and Engineering, Chuo University, 1-13-27 Kasuga, Bunkyo-ku, Tokyo 112-8551, Japan
| | - Reiko Sato
- Department of Precision Mechanics, Faculty of Science and Engineering, Chuo University, 1-13-27 Kasuga, Bunkyo-ku, Tokyo 112-8551, Japan
| | - Tomoaki Matsuura
- Earth-Life Science Institute, Tokyo Institute of Technology, 2-12-1-i7E Ookayama, Meguro-ku, Tokyo 152-8550, Japan
| | - Hiroaki Suzuki
- Department of Precision Mechanics, Faculty of Science and Engineering, Chuo University, 1-13-27 Kasuga, Bunkyo-ku, Tokyo 112-8551, Japan
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Cao X, Liu Q, Shi W, Liu K, Deng T, Weng X, Pan S, Yu Q, Deng W, Yu J, Wang Q, Xiao G, Xu X. Microfluidic fabricated bisdemethoxycurcumin thermosensitive liposome with enhanced antitumor effect. Int J Pharm 2023; 641:123039. [PMID: 37225026 DOI: 10.1016/j.ijpharm.2023.123039] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 04/17/2023] [Accepted: 05/05/2023] [Indexed: 05/26/2023]
Abstract
Bisdemethoxycurcumin (BDMC) is the main active ingredient that is isolated from Zingiberaceae plants, wherein it has excellent anti-tumor effects. However, insolubility in water limits its clinical application. Herein, we reported a microfluidic chip device that can load BDMC into the lipid bilayer to form BDMC thermosensitive liposome (BDMC TSL). The natural active ingredient glycyrrhizin was selected as the surfactant to improve solubility of BDMC. Particles of BDMC TSL had small size, homogenous size distribution, and enhanced cultimulative release in vitro. The anti-tumor effect of BDMC TSL on human hepatocellular carcinomas was investigated via 3-(4,5-Dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide method, live/dead staining, and flowcytometry. These results showed that the formulated liposome had a strong cancer cell inhibitory, and presented a dose-dependent inhibitory effect on migration. Further mechanistic studies showed that BDMC TSL combined with mild local hyperthermia could significantly upregulate B cell lymphoma 2 associated X protein levels and decrease B cell lymphoma 2 protein levels, thereby inducing cell apoptosis. The BDMC TSL that was fabricated via microfluidic device were decomposed under mild local hyperthermia, which could beneficially enhance the anti-tumor effect of raw insoluble materials and promote translation of liposome.
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Affiliation(s)
- Xia Cao
- Department of Pharmaceutics, School of Pharmacy, Centre for Nano Drug/Gene Delivery and Tissue Engineering, Jiangsu University, Zhenjiang, People's Republic of China; Medicinal function development of new food resources, Jiangsu Provincial Research center, Jiangsu, People's Republic of China
| | - Qi Liu
- Department of Pharmaceutics, School of Pharmacy, Centre for Nano Drug/Gene Delivery and Tissue Engineering, Jiangsu University, Zhenjiang, People's Republic of China; Medicinal function development of new food resources, Jiangsu Provincial Research center, Jiangsu, People's Republic of China
| | - Wenwan Shi
- Department of Pharmaceutics, School of Pharmacy, Centre for Nano Drug/Gene Delivery and Tissue Engineering, Jiangsu University, Zhenjiang, People's Republic of China; Medicinal function development of new food resources, Jiangsu Provincial Research center, Jiangsu, People's Republic of China
| | - Kai Liu
- Department of Pharmaceutics, School of Pharmacy, Centre for Nano Drug/Gene Delivery and Tissue Engineering, Jiangsu University, Zhenjiang, People's Republic of China; Medicinal function development of new food resources, Jiangsu Provincial Research center, Jiangsu, People's Republic of China
| | - Tianwen Deng
- Department of Pharmaceutics, School of Pharmacy, Centre for Nano Drug/Gene Delivery and Tissue Engineering, Jiangsu University, Zhenjiang, People's Republic of China; Medicinal function development of new food resources, Jiangsu Provincial Research center, Jiangsu, People's Republic of China
| | - Xuedi Weng
- Department of Pharmaceutics, School of Pharmacy, Centre for Nano Drug/Gene Delivery and Tissue Engineering, Jiangsu University, Zhenjiang, People's Republic of China
| | - Siting Pan
- Department of Pharmaceutics, School of Pharmacy, Centre for Nano Drug/Gene Delivery and Tissue Engineering, Jiangsu University, Zhenjiang, People's Republic of China
| | - Qingtong Yu
- Department of Pharmaceutics, School of Pharmacy, Centre for Nano Drug/Gene Delivery and Tissue Engineering, Jiangsu University, Zhenjiang, People's Republic of China; Medicinal function development of new food resources, Jiangsu Provincial Research center, Jiangsu, People's Republic of China
| | - Wenwen Deng
- Department of Pharmaceutics, School of Pharmacy, Centre for Nano Drug/Gene Delivery and Tissue Engineering, Jiangsu University, Zhenjiang, People's Republic of China; Medicinal function development of new food resources, Jiangsu Provincial Research center, Jiangsu, People's Republic of China
| | - Jiangnan Yu
- Department of Pharmaceutics, School of Pharmacy, Centre for Nano Drug/Gene Delivery and Tissue Engineering, Jiangsu University, Zhenjiang, People's Republic of China; Medicinal function development of new food resources, Jiangsu Provincial Research center, Jiangsu, People's Republic of China
| | - Qilong Wang
- Department of Pharmaceutics, School of Pharmacy, Centre for Nano Drug/Gene Delivery and Tissue Engineering, Jiangsu University, Zhenjiang, People's Republic of China; Medicinal function development of new food resources, Jiangsu Provincial Research center, Jiangsu, People's Republic of China.
| | - Gao Xiao
- College of Environment and Safety Engineering, Fuzhou University, Fuzhou 350108, Fujian, P. R. China.
| | - Ximing Xu
- Department of Pharmaceutics, School of Pharmacy, Centre for Nano Drug/Gene Delivery and Tissue Engineering, Jiangsu University, Zhenjiang, People's Republic of China; Medicinal function development of new food resources, Jiangsu Provincial Research center, Jiangsu, People's Republic of China.
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Cao L, Li J, Yang Z, Hu X, Wang P. A review of synthetic biology tools in Yarrowia lipolytica. World J Microbiol Biotechnol 2023; 39:129. [PMID: 36944859 DOI: 10.1007/s11274-023-03557-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 02/24/2023] [Indexed: 03/23/2023]
Abstract
Yarrowia lipolytica is a non-conventional oleaginous yeast with great potential for industrial production. Y. lipolytica has a high propensity for flux through tricarboxylic acid cycle intermediates. Therefore, this host is currently being developed as a workhorse, and is rapidly emerging in biotechnology fields, especially for industrial chemical production, whole-cell bioconversion, and the treatment and recycling of industrial waste. In recent studies, Y. lipolytica has been rewritten and introduced with non-native metabolites of certain compounds of interest owing to the advancement in synthetic biology tools. In this review, we collate recent progress to present a detailed and insightful summary of the major developments in synthetic biology tools and techniques for Y. lipolytica, including promoters, terminators, selection markers, autonomously replicating sequences, DNA assembly techniques, genome editing techniques, and subcellular organelle engineering. This comprehensive overview would be a useful resource for future genetic engineering studies to improve the yield of desired metabolic products in Y. lipolytica.
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Affiliation(s)
- Linshan Cao
- Aulin College, Northeast Forestry University, Harbin, 150040, Heilongjiang, People's Republic of China
- Key Laboratory for Enzymes and Enzyme-Like Material Engineering of Heilongjiang, Harbin, 150040, Heilongjiang, People's Republic of China
| | - Jiajie Li
- Aulin College, Northeast Forestry University, Harbin, 150040, Heilongjiang, People's Republic of China
- Key Laboratory for Enzymes and Enzyme-Like Material Engineering of Heilongjiang, Harbin, 150040, Heilongjiang, People's Republic of China
| | - Zihan Yang
- Aulin College, Northeast Forestry University, Harbin, 150040, Heilongjiang, People's Republic of China
- Key Laboratory for Enzymes and Enzyme-Like Material Engineering of Heilongjiang, Harbin, 150040, Heilongjiang, People's Republic of China
| | - Xiao Hu
- Aulin College, Northeast Forestry University, Harbin, 150040, Heilongjiang, People's Republic of China
- Key Laboratory for Enzymes and Enzyme-Like Material Engineering of Heilongjiang, Harbin, 150040, Heilongjiang, People's Republic of China
| | - Pengchao Wang
- Aulin College, Northeast Forestry University, Harbin, 150040, Heilongjiang, People's Republic of China.
- Key Laboratory for Enzymes and Enzyme-Like Material Engineering of Heilongjiang, Harbin, 150040, Heilongjiang, People's Republic of China.
- Northeast Forestry University, No. 26 Hexing Road, Harbin, 150000, People's Republic of China.
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Damiati LA, El-Yaagoubi M, Damiati SA, Kodzius R, Sefat F, Damiati S. Role of Polymers in Microfluidic Devices. Polymers (Basel) 2022; 14:5132. [PMID: 36501526 PMCID: PMC9738615 DOI: 10.3390/polym14235132] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 11/22/2022] [Accepted: 11/22/2022] [Indexed: 11/27/2022] Open
Abstract
Polymers are sustainable and renewable materials that are in high demand due to their excellent properties. Natural and synthetic polymers with high flexibility, good biocompatibility, good degradation rate, and stiffness are widely used for various applications, such as tissue engineering, drug delivery, and microfluidic chip fabrication. Indeed, recent advances in microfluidic technology allow the fabrication of polymeric matrix to construct microfluidic scaffolds for tissue engineering and to set up a well-controlled microenvironment for manipulating fluids and particles. In this review, polymers as materials for the fabrication of microfluidic chips have been highlighted. Successful models exploiting polymers in microfluidic devices to generate uniform particles as drug vehicles or artificial cells have been also discussed. Additionally, using polymers as bioink for 3D printing or as a matrix to functionalize the sensing surface in microfluidic devices has also been mentioned. The rapid progress made in the combination of polymers and microfluidics presents a low-cost, reproducible, and scalable approach for a promising future in the manufacturing of biomimetic scaffolds for tissue engineering.
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Affiliation(s)
- Laila A. Damiati
- Department of Biology, Collage of Science, University of Jeddah, Jeddah 23890, Saudi Arabia
| | - Marwa El-Yaagoubi
- Department of Pure and Applied Chemistry, University of Strathclyde, 295 Cathedral Street, Glasgow G1 1XL, UK
| | - Safa A. Damiati
- Department of Pharmaceutics, Faculty of Pharmacy, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Rimantas Kodzius
- Faculty of Medicine, Ludwig Maximilian University of Munich (LMU), 80539 Munich, Germany
- Faculty of Medicine, Vilnius University, 03101 Vilnius, Lithuania
| | - Farshid Sefat
- Interdisciplinary Research Centre in Polymer Science & Technology (Polymer IRC), University of Bradford, Bradford BD7 1DP, UK
- Department of Biomedical and Electronics Engineering, School of Engineering, University of Bradford, Bradford, BD7 1DP, UK
| | - Samar Damiati
- Department of Chemistry, College of Sciences, University of Sharjah, Sharjah 27272, United Arab Emirates
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Zhang F, Sun Y, Luo C. Microfluidic approaches for synthetic gene circuits’ construction and analysis. QUANTITATIVE BIOLOGY 2021. [DOI: 10.15302/j-qb-021-0235] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Damiati SA, Rossi D, Joensson HN, Damiati S. Artificial intelligence application for rapid fabrication of size-tunable PLGA microparticles in microfluidics. Sci Rep 2020; 10:19517. [PMID: 33177577 PMCID: PMC7658240 DOI: 10.1038/s41598-020-76477-5] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Accepted: 10/27/2020] [Indexed: 12/11/2022] Open
Abstract
In this study, synthetic polymeric particles were effectively fabricated by combining modern technologies of artificial intelligence (AI) and microfluidics. Because size uniformity is a key factor that significantly influences the stability of polymeric particles, therefore, this work aimed to establish a new AI application using machine learning technology for prediction of the size of poly(D,L-lactide-co-glycolide) (PLGA) microparticles produced by diverse microfluidic systems either in the form of single or multiple particles. Experimentally, the most effective factors for tuning droplet/particle sizes are PLGA concentrations and the flow rates of dispersed and aqueous phases in microfluidics. These factors were utilized to develop five different and simple in structure artificial neural network (ANN) models that are capable of predicting PLGA particle sizes produced by different microfluidic systems either individually or jointly merged. The systematic development of ANN models allowed ultimate construction of a single in silico model which consists of data for three different microfluidic systems. This ANN model eventually allowed rapid prediction of particle sizes produced using various microfluidic systems. This AI application offers a new platform for further rapid and economical exploration of polymer particles production in defined sizes for various applications including biomimetic studies, biomedicine, and pharmaceutics.
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Affiliation(s)
- Safa A Damiati
- Department of Pharmaceutics, Faculty of Pharmacy, King Abdulaziz University (KAU), Jeddah, 21589, Saudi Arabia.
| | - Damiano Rossi
- Blacktrace Holdings Ltd (Dolomite Microfluidics), Royston, SG8 5TW, UK
| | - Haakan N Joensson
- Division of Protein Science, KTH Royal Institute of Technology, Stockholm, Sweden
- Novo Nordisk Foundation Center for Biosustainability at KTH, Stockholm, Sweden
| | - Samar Damiati
- Department of Biochemistry, Faculty of Science, King Abdulaziz University (KAU), Jeddah, Saudi Arabia.
- Division of Nanobiotechnology, Department of Protein Science, Science for Life Laboratory, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institute of Technology, Stockholm, Sweden.
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