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Ji X, Liu WQ, Cao Z, Huang S, Li J. Establishing a High-Yield Bacillus subtilis-Based Cell-Free Protein Synthesis System for In Vitro Prototyping and Natural Product Biosynthesis. ACS Synth Biol 2025; 14:1288-1297. [PMID: 40203238 DOI: 10.1021/acssynbio.5c00021] [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: 04/11/2025]
Abstract
Cell-free systems are emerging as powerful platforms for synthetic biology with widespread applications in both fundamental research, such as artificial cell construction, and practical uses like recombinant protein production. Among these, cell-free protein synthesis (CFPS) plays a crucial role in gene expression for various downstream applications. However, the development of CFPS systems based on certain chassis, such as Bacillus subtilis, still remains limited due to their low in vitro productivity. Here, we report the development of a highly productive CFPS system derived from an engineered B. subtilis 164T7P strain, which contains a genomic integration of the T7 RNA polymerase gene. This modification allows the preparation of cell extracts that inherently contain T7 RNA polymerase, enabling T7 promoter-based transcription without the supplementation of purified T7 RNA polymerase in CFPS reactions. Through systematic optimization of cell extract preparation and key reaction parameters, we achieved the synthesis of 286 ± 16.7 μg/mL of sfGFP in batch reactions, with yields increasing to over 1100 μg/mL in a semicontinuous format that can replenish substrates and remove inhibitory byproducts. We further demonstrated the system's versatility by using it for two synthetic biology applications: prototyping ribosome binding site (RBS) elements and synthesizing pulcherriminic acid─a bioactive cyclodipeptide. The system successfully characterized RBS performance, with in vitro and in vivo rankings correlating with predicted strengths, and expressed two active biosynthetic enzymes (cyclodipeptide synthase─YvmC and cytochrome P450 enzyme─CypX), leading to the production of pulcherriminic acid. Overall, our B. subtilis-based CFPS system offers a robust platform for high-yield protein synthesis, in vitro prototyping of gene regulatory elements, and natural product biosynthesis, highlighting its broad potential for synthetic biology and biotechnology applications.
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Affiliation(s)
- Xiangyang Ji
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Wan-Qiu Liu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Zhiling Cao
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Shuhui Huang
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Jian Li
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
- State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai 201210, China
- Shanghai Clinical Research and Trial Center, Shanghai 201210, China
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Lu H, Wu C, Li J. Enzyme-particle Complexes Facilitate Pickering Interfacial Biocatalysis. Chempluschem 2025; 90:e202400644. [PMID: 39617727 DOI: 10.1002/cplu.202400644] [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: 10/07/2024] [Revised: 11/26/2024] [Indexed: 03/18/2025]
Abstract
Pickering interfacial biocatalysis (PIB), where biocatalysts stabilize emulsions through carrier coupling or polymer grafting, has emerged as a powerful platform for organic synthesis due to its ability to accommodate water-insoluble substrates within enzymatic cascade reactions. PIB provides a large interfacial area for two-phase reactions, reducing diffusional resistance and enhancing transformation efficiency. The performance of PIB relies heavily on enzyme-particle conjugates, which serve a dual function: stabilizing the emulsion and acting as the active biocatalysts in the system. In this Concept, we discuss the latest advancements, current challenges, and future directions in the development of protein-particle conjugates for PIB.
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Affiliation(s)
- Haofan Lu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201210, China
| | - Changzhu Wu
- Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Campusvej 55, 5230, Odense, Denmark
| | - Jian Li
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201210, China
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3
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Zhang Y, Ba F, Huang S, Liu WQ, Li J. Orthogonal Serine Integrases Enable Scalable Gene Storage Cascades in Bacterial Genome. ACS Synth Biol 2024; 13:3022-3031. [PMID: 39238421 DOI: 10.1021/acssynbio.4c00505] [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: 09/07/2024]
Abstract
Genome integration enables host organisms to stably carry heterologous DNA messages, introducing new genotypes and phenotypes for expanded applications. While several genome integration approaches have been reported, a scalable tool for DNA message storage within site-specific genome landing pads is still lacking. Here, we introduce an iterative genome integration method utilizing orthogonal serine integrases, enabling the stable storage of multiple heterologous genes in the chromosome of Escherichia coli MG1655. By leveraging serine integrases TP901-1, Bxb1, and PhiC31, along with engineered integration vectors, we demonstrate high-efficiency, marker-free integration of DNA fragments up to 13 kb in length. To further simplify the procedure, we then develop a streamlined integration method and showcase the system's versatility by constructing an engineered E. coli strain capable of storing and expressing multiple genes from diverse species. Additionally, we illustrate the potential utility of these engineered strains for synthetic biology applications, including in vivo and in vitro protein expression. Our work extends the application scope of serine integrases for scalable gene integration cascades, with implications for genome manipulation and gene storage applications in synthetic biology.
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Affiliation(s)
- Yufei Zhang
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Fang Ba
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Shuhui Huang
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Wan-Qiu Liu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Jian Li
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
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Liu WQ, Ji X, Ba F, Zhang Y, Xu H, Huang S, Zheng X, Liu Y, Ling S, Jewett MC, Li J. Cell-free biosynthesis and engineering of ribosomally synthesized lanthipeptides. Nat Commun 2024; 15:4336. [PMID: 38773100 PMCID: PMC11109155 DOI: 10.1038/s41467-024-48726-y] [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: 02/05/2024] [Accepted: 05/13/2024] [Indexed: 05/23/2024] Open
Abstract
Ribosomally synthesized and post-translationally modified peptides (RiPPs) are a major class of natural products with diverse chemical structures and potent biological activities. A vast majority of RiPP gene clusters remain unexplored in microbial genomes, which is partially due to the lack of rapid and efficient heterologous expression systems for RiPP characterization and biosynthesis. Here, we report a unified biocatalysis (UniBioCat) system based on cell-free gene expression for rapid biosynthesis and engineering of RiPPs. We demonstrate UniBioCat by reconstituting a full biosynthetic pathway for de novo biosynthesis of salivaricin B, a lanthipeptide RiPP. Next, we delete several protease/peptidase genes from the source strain to enhance the performance of UniBioCat, which then can synthesize and screen salivaricin B variants with enhanced antimicrobial activity. Finally, we show that UniBioCat is generalizable by synthesizing and evaluating the bioactivity of ten uncharacterized lanthipeptides. We expect UniBioCat to accelerate the discovery, characterization, and synthesis of RiPPs.
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Affiliation(s)
- Wan-Qiu Liu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
| | - Xiangyang Ji
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
| | - Fang Ba
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
| | - Yufei Zhang
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
| | - Huiling Xu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
| | - Shuhui Huang
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
| | - Xiao Zheng
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
| | - Yifan Liu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China.
- State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China.
- Shanghai Clinical Research and Trial Center, Shanghai, China.
| | - Shengjie Ling
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China.
- State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China.
- Shanghai Clinical Research and Trial Center, Shanghai, China.
| | - Michael C Jewett
- Department of Bioengineering, Stanford University, Stanford, CA, US.
| | - Jian Li
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China.
- State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China.
- Shanghai Clinical Research and Trial Center, Shanghai, China.
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Liu Y, Huang S, Liu WQ, Ba F, Liu Y, Ling S, Li J. An In Vitro Hybrid Biocatalytic System Enabled by a Combination of Surface-Displayed, Purified, and Cell-Free Expressed Enzymes. ACS Synth Biol 2024; 13:1434-1441. [PMID: 38695987 DOI: 10.1021/acssynbio.4c00201] [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: 05/18/2024]
Abstract
Enzymatic cascades have become a green and sustainable approach for the synthesis of valuable chemicals and pharmaceuticals. Using sequential enzymes to construct a multienzyme complex is an effective way to enhance the overall performance of biosynthetic routes. Here we report the design of an efficient in vitro hybrid biocatalytic system by assembling three enzymes that can convert styrene to (S)-1-phenyl-1,2-ethanediol. Specifically, we prepared the three enzymes in different ways, which were cell surface-displayed, purified, and cell-free expressed. To assemble them, we fused two orthogonal peptide-protein pairs (i.e., SpyTag/SpyCatcher and SnoopTag/SnoopCatcher) to the three enzymes, allowing their spatial organization by covalent assembly. By doing this, we constructed a multienzyme complex, which could enhance the production of (S)-1-phenyl-1,2-ethanediol by 3 times compared to the free-floating enzyme system without assembly. After optimization of the reaction system, the final product yield reached 234.6 μM with a substrate conversion rate of 46.9% (based on 0.5 mM styrene). Taken together, our strategy integrates the merits of advanced biochemical engineering techniques, including cellular surface display, spatial enzyme organization, and cell-free expression, which offers a new solution for chemical biosynthesis by enzymatic cascade biotransformation. We, therefore, anticipate that our approach will hold great potential for designing and constructing highly efficient systems to synthesize chemicals of agricultural, industrial, and pharmaceutical significance.
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Affiliation(s)
- Ying Liu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Shuhui Huang
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Wan-Qiu Liu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Fang Ba
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Yifan Liu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
- State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai 201210, China
- Shanghai Clinical Research and Trial Center, Shanghai 201210, China
| | - Shengjie Ling
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
- State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai 201210, China
- Shanghai Clinical Research and Trial Center, Shanghai 201210, China
| | - Jian Li
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
- State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai 201210, China
- Shanghai Clinical Research and Trial Center, Shanghai 201210, China
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Guo QR, Cao YJ. Applications of genetic code expansion technology in eukaryotes. Protein Cell 2024; 15:331-363. [PMID: 37847216 PMCID: PMC11074999 DOI: 10.1093/procel/pwad051] [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: 07/04/2023] [Accepted: 09/26/2023] [Indexed: 10/18/2023] Open
Abstract
Unnatural amino acids (UAAs) have gained significant attention in protein engineering and drug development owing to their ability to introduce new chemical functionalities to proteins. In eukaryotes, genetic code expansion (GCE) enables the incorporation of UAAs and facilitates posttranscriptional modification (PTM), which is not feasible in prokaryotic systems. GCE is also a powerful tool for cell or animal imaging, the monitoring of protein interactions in target cells, drug development, and switch regulation. Therefore, there is keen interest in utilizing GCE in eukaryotic systems. This review provides an overview of the application of GCE in eukaryotic systems and discusses current challenges that need to be addressed.
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Affiliation(s)
- Qiao-ru Guo
- State Key Laboratory of Chemical Oncogenomic, Guangdong Provincial Key Laboratory of Chemical Genomics, Peking University Shenzhen Graduate School, Shenzhen 518055, China
| | - Yu J Cao
- State Key Laboratory of Chemical Oncogenomic, Guangdong Provincial Key Laboratory of Chemical Genomics, Peking University Shenzhen Graduate School, Shenzhen 518055, China
- Institute of Chemical Biology, Shenzhen Bay Laboratory, Shenzhen 518132, China
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Ba F, Zhang Y, Ji X, Liu WQ, Ling S, Li J. Expanding the toolbox of probiotic Escherichia coli Nissle 1917 for synthetic biology. Biotechnol J 2024; 19:e2300327. [PMID: 37800393 DOI: 10.1002/biot.202300327] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 09/11/2023] [Accepted: 09/27/2023] [Indexed: 10/07/2023]
Abstract
Escherichia coli Nissle 1917 (EcN) is a probiotic microbe that has the potential to be developed as a promising chassis for synthetic biology applications. However, the molecular tools and techniques for utilizing EcN remain to be further explored. To address this opportunity, the EcN-based toolbox was systematically expanded, enabling EcN as a powerful platform for more applications. First, two EcN cryptic plasmids and other compatible plasmids were genetically engineered to enrich the manipulable plasmid toolbox for multiple gene coexpression. Next, two EcN-based technologies were developed, including the conjugation strategy for DNA transfer, and quantification of protein expression capability. Finally, the EcN-based applications were further expanded by developing EcN native integrase-mediated genetic engineering and establishing an in vitro cell-free protein synthesis (CFPS) system. Overall, this study expanded the toolbox for manipulating and making full use of EcN as a commonly used probiotic chassis, providing several simplified, dependable, and predictable strategies for researchers working in synthetic biology fields.
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Affiliation(s)
- Fang Ba
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
| | - Yufei Zhang
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
| | - Xiangyang Ji
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
| | - Wan-Qiu Liu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
| | - Shengjie Ling
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
| | - Jian Li
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
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Lu H, Ouyang J, Liu WQ, Wu C, Li J. Enzyme-Polymer-Conjugate-Based Pickering Emulsions for Cell-Free Expression and Cascade Biotransformation. Angew Chem Int Ed Engl 2023; 62:e202312906. [PMID: 37966024 DOI: 10.1002/anie.202312906] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 10/28/2023] [Accepted: 11/15/2023] [Indexed: 11/16/2023]
Abstract
In this study, we addressed the limitations of conventional enzyme-polymer-conjugate-based Pickering emulsions for interfacial biocatalysis, which traditionally suffer from nonspecific and uncontrollable conjugation positions that can impede catalytic performance. By introducing a non-canonical amino acid (ncAA) at a specific site on target enzymes, we enabled precise polymer-enzyme conjugation. These engineered conjugates then acted as biocatalytically active emulsifiers to stabilize Pickering emulsions, while encapsulating a cell-free protein synthesis (CFPS) system in the aqueous phase for targeted enzyme expression. The resulting cascade reaction system leveraged enzymes expressed in the aqueous phase and on the emulsion interface for optimized chemical biosynthesis. The use of the cell-free system eliminated the need for intact whole cells or purified enzymes, representing a significant advancement in biocatalysis. Remarkably, the integration of Pickering emulsion, precise enzyme-polymer conjugation, and CFPS resulted in a fivefold enhancement in catalytic performance as compared to traditional single-phase reactions. Therefore, our approach harnesses the combined strengths of advanced biochemical engineering techniques, offering an efficient and practical solution for the synthesis of value-added chemicals in various biocatalysis and biotransformation applications.
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Affiliation(s)
- Haofan Lu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201210, China
| | - Jingping Ouyang
- Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Campusvej 55, 5230, Odense, Denmark
| | - Wan-Qiu Liu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201210, China
| | - Changzhu Wu
- Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Campusvej 55, 5230, Odense, Denmark
- Danish Institute for Advanced Study (DIAS), University of Southern Denmark, Campusvej 55, 5230, Odense, Denmark
| | - Jian Li
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201210, China
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Zhang Y, Liu WQ, Li J. Constructing an artificial short route for cell-free biosynthesis of the phenethylisoquinoline scaffold. Synth Syst Biotechnol 2023; 8:610-617. [PMID: 37781172 PMCID: PMC10534260 DOI: 10.1016/j.synbio.2023.09.003] [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: 07/12/2023] [Revised: 09/01/2023] [Accepted: 09/15/2023] [Indexed: 10/03/2023] Open
Abstract
Plant-originated natural products are important drug sources. However, total biosynthesis of these compounds is often not achievable due to their uncharacterized, lengthy biosynthetic pathways. In nature, phenethylisoquinoline alkaloids (PIAs) such as colchicine are biosynthesized via a common precursor 6,7-dihydroxy-1-(4-hydroxyphenylethyl)-1,2,3,4-tetrahydroisoquinoline (i.e., phenethylisoquinoline scaffold, PIAS). PIAS is naturally synthesized in plants by using two upstream substrates (l-phenylalanine and l-tyrosine) catalyzed by eight enzymes. To shorten this native pathway, here we designed an artificial route to synthesize PIAS with two enzymatic steps from two alternative substrates of 3-(4-hydroxyphenyl) propanol (4-HPP) and dopamine. In the two-step bioconversion, an alcohol dehydrogenase selected from yeast (i.e., ADH7) was able to oxidize its non-native alcohol substrate 4-HPP to form the corresponding aldehyde product, which was then condensed with dopamine by the (S)-norcoclaurine synthase (NCS) to synthesize PIAS. After optimization, the final enzymatic reaction system was successfully scaled up by 200 times from 50 μL to 10 mL, generating 5.4 mM of PIAS. We envision that this study will provide an easy and sustainable approach to produce PIAS and thus lay the foundation for large-scale production of PIAS-derived natural products.
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Affiliation(s)
- Yuhao Zhang
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201210, China
| | - Wan-Qiu Liu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201210, China
| | - Jian Li
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201210, China
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Zhang R, Liu WQ, Ling S, Li J. Combining Cell-Free Expression and Multifactor Optimization for Enhanced Biosynthesis of Cinnamyl Alcohol. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2023. [PMID: 37216486 DOI: 10.1021/acs.jafc.3c02340] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Cell-free expression systems have emerged as a potent and promising platform for the biosynthesis of chemicals by reconstituting in vitro expressed enzymes. Here, we report cell-free biosynthesis of cinnamyl alcohol (cinOH) with enhanced productivity by using the Plackett-Burman experimental design for multifactor optimization. Initially, four enzymes were individually expressed in vitro and directly mixed to reconstitute a biosynthetic route for the synthesis of cinOH. Then, the Plackett-Burman experimental design was used to screen multiple reaction factors and found three crucial parameters (i.e., reaction temperature, reaction volume, and carboxylic acid reductase) for the cinOH production. With the optimum reaction conditions, approximately 300 μM of cinOH was synthesized after 10 h of cell-free biosynthesis. Extending the production time to 24 h also increased the production to a maximum yield of 807 μM, which is nearly 10 times higher than the initial yield without optimization. This study demonstrates that cell-free biosynthesis can be combined with other powerful optimization methodologies such as the Plackett-Burman experimental design for enhanced production of valuable chemicals.
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Affiliation(s)
- Ren Zhang
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Wan-Qiu Liu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Shengjie Ling
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Jian Li
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
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