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Romantseva E, Alperovich N, Ross D, Lund SP, Strychalski EA. Effects of DNA template preparation on variability in cell-free protein production. Synth Biol (Oxf) 2022; 7:ysac015. [PMID: 36046152 PMCID: PMC9425043 DOI: 10.1093/synbio/ysac015] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 07/01/2022] [Accepted: 08/12/2022] [Indexed: 08/08/2023] Open
Abstract
DNA templates for protein production remain an unexplored source of variability in the performance of cell-free expression (CFE) systems. To characterize this variability, we investigated the effects of two common DNA extraction methodologies, a postprocessing step and manual versus automated preparation on protein production using CFE. We assess the concentration of the DNA template, the quality of the DNA template in terms of physical damage and the quality of the DNA solution in terms of purity resulting from eight DNA preparation workflows. We measure the variance in protein titer and rate of protein production in CFE reactions associated with the biological replicate of the DNA template, the technical replicate DNA solution prepared with the same workflow and the measurement replicate of nominally identical CFE reactions. We offer practical guidance for preparing and characterizing DNA templates to achieve acceptable variability in CFE performance.
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Affiliation(s)
| | - Nina Alperovich
- National Institute of Standards and Technology, Gaithersburg, MD USA
| | - David Ross
- National Institute of Standards and Technology, Gaithersburg, MD USA
| | - Steven P Lund
- National Institute of Standards and Technology, Gaithersburg, MD USA
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2
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Yang C, Yang M, Zhao W, Ding Y, Wang Y, Li J. Establishing a Klebsiella pneumoniae-Based Cell-Free Protein Synthesis System. Molecules 2022; 27:molecules27154684. [PMID: 35897861 PMCID: PMC9330377 DOI: 10.3390/molecules27154684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 06/25/2022] [Accepted: 07/18/2022] [Indexed: 02/01/2023] Open
Abstract
Cell-free protein synthesis (CFPS) systems are emerging as powerful platforms for in vitro protein production, which leads to the development of new CFPS systems for different applications. To expand the current CFPS toolkit, here we develop a novel CFPS system derived from a chassis microorganism Klebsiella pneumoniae, an important industrial host for heterologous protein expression and the production of many useful chemicals. First, we engineered the K. pneumoniae strain by deleting a capsule formation-associated wzy gene. This capsule-deficient strain enabled easy collection of the cell biomass for preparing cell extracts. Then, we optimized the procedure of cell extract preparation and the reaction conditions for CFPS. Finally, the optimized CFPS system was able to synthesize a reporter protein (superfolder green fluorescent protein, sfGFP) with a maximum yield of 253 ± 15.79 μg/mL. Looking forward, our K. pneumoniae-based CFPS system will not only expand the toolkit for protein synthesis, but also provide a new platform for constructing in vitro metabolic pathways for the synthesis of high-value chemicals.
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Affiliation(s)
- Chen Yang
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China;
| | - Miaomiao Yang
- Clinical Pathology Center, The Fourth Affiliated Hospital of Anhui Medical University, Hefei 230012, China;
- Department of Biological Physics, University of Science and Technology of China, Hefei 230026, China
| | - Wanhua Zhao
- College of Life Sciences, Jiangxi Agricultural University, Nanchang 330045, China; (W.Z.); (Y.D.)
| | - Yue Ding
- College of Life Sciences, Jiangxi Agricultural University, Nanchang 330045, China; (W.Z.); (Y.D.)
| | - Yu Wang
- College of Life Sciences, Jiangxi Agricultural University, Nanchang 330045, China; (W.Z.); (Y.D.)
- Correspondence: (Y.W.); (J.L.)
| | - Jian Li
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China;
- Correspondence: (Y.W.); (J.L.)
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3
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Caoili SEC. Comprehending B-Cell Epitope Prediction to Develop Vaccines and Immunodiagnostics. Front Immunol 2022; 13:908459. [PMID: 35874755 PMCID: PMC9300992 DOI: 10.3389/fimmu.2022.908459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 06/13/2022] [Indexed: 11/18/2022] Open
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4
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Li J, Tang M, Qi H. Codon-Reduced Protein Synthesis With Manipulating tRNA Components in Cell-Free System. Front Bioeng Biotechnol 2022; 10:891808. [PMID: 35646841 PMCID: PMC9136035 DOI: 10.3389/fbioe.2022.891808] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 04/25/2022] [Indexed: 11/13/2022] Open
Abstract
Manipulating transfer RNAs (tRNAs) for emancipating sense codons to simplify genetic codons in a cell-free protein synthesis (CFPS) system can offer more flexibility and controllability. Here, we provide an overview of the tRNA complement protein synthesis system construction in the tRNA-depleted Protein synthesis Using purified Recombinant Elements (PURE) system or S30 extract. These designed polypeptide coding sequences reduce the genetic codon and contain only a single tRNA corresponding to a single amino acid in this presented system. Strategies for removing tRNAs from cell lysates and synthesizing tRNAs in vivo/vitro are summarized and discussed in detail. Furthermore, we point out the trend toward a minimized genetic codon for reducing codon redundancy by manipulating tRNAs in the different proteins. It is hoped that the tRNA complement protein synthesis system can facilitate the construction of minimal cells and expand the biomedical application scope of synthetic biology.
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Affiliation(s)
- Jiaojiao Li
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, China
- Frontiers Science Center for Synthetic Biology (Ministry of Education), Tianjin University, Tianjin, China
| | - Mengtong Tang
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, China
- Frontiers Science Center for Synthetic Biology (Ministry of Education), Tianjin University, Tianjin, China
| | - Hao Qi
- School of Chemical Engineering and Technology, Tianjin University, Tianjin, China
- Frontiers Science Center for Synthetic Biology (Ministry of Education), Tianjin University, Tianjin, China
- *Correspondence: Hao Qi,
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5
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Romantseva EF, Tack DS, Alperovich N, Ross D, Strychalski EA. Best Practices for DNA Template Preparation Toward Improved Reproducibility in Cell-Free Protein Production. Methods Mol Biol 2022; 2433:3-50. [PMID: 34985735 DOI: 10.1007/978-1-0716-1998-8_1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Performance variability is a common challenge in cell-free protein production and hinders a wider adoption of these systems for both research and biomanufacturing. While the inherent stochasticity and complexity of biology likely contributes to variability, other systematic factors may also play a role, including the source and preparation of the cell extract, the composition of the supplemental reaction buffer, the facility at which experiments are conducted, and the human operator (Cole et al. ACS Synth Biol 8:2080-2091, 2019). Variability in protein production could also arise from differences in the DNA template-specifically the amount of functional DNA added to a cell-free reaction and the quality of the DNA preparation in terms of contaminants and strand breakage. Here, we present protocols and suggest best practices optimized for DNA template preparation and quantitation for cell-free systems toward reducing variability in cell-free protein production.
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Affiliation(s)
| | - Drew S Tack
- National Institute of Standards and Technology, Gaithersburg, MD, USA
| | - Nina Alperovich
- National Institute of Standards and Technology, Gaithersburg, MD, USA
| | - David Ross
- National Institute of Standards and Technology, Gaithersburg, MD, USA
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6
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Xu H, Liu WQ, Li J. A Streptomyces-Based Cell-Free Protein Synthesis System for High-Level Protein Expression. Methods Mol Biol 2022; 2433:89-103. [PMID: 34985739 DOI: 10.1007/978-1-0716-1998-8_5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
With the rapid development of cell-free biotechnology, more and more cell-free protein synthesis (CFPS) systems have been established and optimized for protein expression in vitro. Here, we aim to improve the productivity of a newly developed Streptomyces-based CFPS system. Protein translation in CFPS systems depends on the entire endogenous translation system from cell lysates. However, lysates might lack such translation-related elements, limiting the efficiency of protein translation and therefore the productivity of CFPS systems. To address this limitation, we sought to add protein translation related factors to CFPS reactions. By doing this, the protein yield of EGFP was significantly improved up to approximately 400 μg/mL. In this chapter, we mainly describe the preparation of Streptomyces cell extracts, expression and purification of nine translation related factors, and optimization of the Streptomyces-based CFPS system for enhanced protein expression.
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Affiliation(s)
- Huiling Xu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
| | - Wan-Qiu Liu
- 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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8
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Koo J, Yang J, Park H. Cell-free Systems: Recent Advances and Future Outlook. BIOTECHNOL BIOPROC E 2020. [DOI: 10.1007/s12257-020-0013-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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9
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Kim J, Copeland CE, Seki K, Vögeli B, Kwon YC. Tuning the Cell-Free Protein Synthesis System for Biomanufacturing of Monomeric Human Filaggrin. Front Bioeng Biotechnol 2020; 8:590341. [PMID: 33195157 PMCID: PMC7658397 DOI: 10.3389/fbioe.2020.590341] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Accepted: 10/05/2020] [Indexed: 12/20/2022] Open
Abstract
The modern cell-free protein synthesis (CFPS) system is expanding the opportunity of cell-free biomanufacturing as a versatile platform for synthesizing various therapeutic proteins. However, synthesizing human protein in the bacterial CFPS system remains challenging due to the low expression level, protein misfolding, inactivity, and more. These challenges limit the use of a bacterial CFPS system for human therapeutic protein synthesis. In this study, we demonstrated the improved performance of a customized CFPS platform for human therapeutic protein production by investigating the factors that limit cell-free transcription-translation. The improvement of the CFPS platform has been made in three ways. First, the cell extract was prepared from the rare tRNA expressed host strain, and CFPS was performed with a codon-optimized gene for Escherichia coli codon usage bias. The soluble protein yield was 15.2 times greater with the rare tRNA overexpressing host strain as cell extract and codon-optimized gene in the CFPS system. Next, we identify and prioritize the critical biomanufacturing factors for highly active crude cell lysate for human protein synthesis. Lastly, we engineer the CFPS reaction conditions to enhance protein yield. In this model, the therapeutic protein filaggrin expression was significantly improved by up to 23-fold, presenting 28 ± 5 μM of soluble protein yield. The customized CFPS system for filaggrin biomanufacturing described here demonstrates the potential of the CFPS system to be adapted for studying therapeutic proteins.
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Affiliation(s)
- Jeehye Kim
- Department of Biological and Agricultural Engineering, Louisiana State University, Baton Rouge, LA, United States
| | - Caroline E Copeland
- Department of Biological and Agricultural Engineering, Louisiana State University, Baton Rouge, LA, United States
| | - Kosuke Seki
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, United States.,Chemistry of Life Processes Institute, Northwestern University, Evanston, IL, United States
| | - Bastian Vögeli
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, United States
| | - Yong-Chan Kwon
- Department of Biological and Agricultural Engineering, Louisiana State University, Baton Rouge, LA, United States.,Louisiana State University Agricultural Center, Baton Rouge, LA, United States
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10
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Zhang L, Liu WQ, Li J. Establishing a Eukaryotic Pichia pastoris Cell-Free Protein Synthesis System. Front Bioeng Biotechnol 2020; 8:536. [PMID: 32626695 PMCID: PMC7314905 DOI: 10.3389/fbioe.2020.00536] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 05/04/2020] [Indexed: 12/13/2022] Open
Abstract
In recent years, cell-free protein synthesis (CFPS) systems have been used to synthesize proteins, prototype genetic elements, manufacture chemicals, and diagnose diseases. These exciting, novel applications lead to a new wave of interest in the development of new CFPS systems that are derived from prokaryotic and eukaryotic organisms. The eukaryotic Pichia pastoris is emerging as a robust chassis host for recombinant protein production. To expand the current CFPS repertoire, we report here the development and optimization of a eukaryotic CFPS system, which is derived from a protease-deficient strain P. pastoris SMD1163. By developing a simple crude extract preparation protocol and optimizing CFPS reaction conditions, we were able to achieve superfolder green fluorescent protein (sfGFP) yields of 50.16 ± 7.49 μg/ml in 5 h batch reactions. Our newly developed P. pastoris CFPS system fits to the range of the productivity achieved by other eukaryotic CFPS platforms, normally ranging from several to tens of micrograms protein per milliliter in batch mode reactions. Looking forward, we believe that our P. pastoris CFPS system will not only expand the CFPS toolbox for synthetic biology applications, but also provide a novel platform for cost-effective, high-yielding production of complex proteins that need post-translational modification and functionalization.
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Affiliation(s)
| | | | - Jian Li
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, China
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11
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Abstract
Cell-free systems are a widely used research tool in systems and synthetic biology and a promising platform for manufacturing of proteins and chemicals. In the past, cell-free biology was primarily used to better understand fundamental biochemical processes. Notably, E. coli cell-free extracts were used in the 1960s to decipher the sequencing of the genetic code. Since then, the transcription and translation capabilities of cell-free systems have been repeatedly optimized to improve energy efficiency and product yield. Today, cell-free systems, in combination with the rise of synthetic biology, have taken on a new role as a promising technology for just-in-time manufacturing of therapeutically important biologics and high-value small molecules. They have also been implemented at an industrial scale for the production of antibodies and cytokines. In this review, we discuss the evolution of cell-free technologies, in particular advancements in extract preparation, cell-free protein synthesis, and cell-free metabolic engineering applications. We then conclude with a discussion of the mathematical modeling of cell-free systems. Mathematical modeling of cell-free processes could be critical to addressing performance bottlenecks and estimating the costs of cell-free manufactured products.
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12
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Liu WQ, Zhang L, Chen M, Li J. Cell-free protein synthesis: Recent advances in bacterial extract sources and expanded applications. Biochem Eng J 2019. [DOI: 10.1016/j.bej.2018.10.023] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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13
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Wang H, Li J, Jewett MC. Development of a Pseudomonas putida cell-free protein synthesis platform for rapid screening of gene regulatory elements. Synth Biol (Oxf) 2018; 3:ysy003. [PMID: 32995512 PMCID: PMC7445763 DOI: 10.1093/synbio/ysy003] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Revised: 03/12/2018] [Accepted: 04/19/2018] [Indexed: 12/21/2022] Open
Abstract
Cell-free protein synthesis (CFPS) systems enable the production of protein without the use of living, intact cells. An emerging area of interest is to use CFPS systems to characterize individual elements for genetic programs [e.g. promoters, ribosome binding sites (RBS)]. To enable this research area, robust CFPS systems must be developed from new chassis organisms. One such chassis is the Gram-negative Pseudomonas bacteria, which have been studied extensively for their diverse metabolism with promises in the field of bioremediation and biosynthesis. Here, we report the development and optimization of a high-yielding (198 ± 5.9 µg/ml) batch CFPS system from Pseudomonas putida ATCC 12633. Importantly, both circular and linear DNA templates can be applied directly to the CFPS reaction to program protein synthesis. Therefore, it is possible to prepare hundreds or even thousands of DNA templates without time-consuming cloning work. This opens the possibility to rapidly assess and validate genetic part performance in vitro before performing experiments in cells. To validate the P. putida CFPS system as a platform for prototyping genetic parts, we designed and constructed a library consisting of 15 different RBSs upstream of the reporter protein sfGFP, which covered an order of magnitude range in expression. Looking forward, our P. putida CFPS platform will not only expand the protein synthesis toolkit for synthetic biology but also serve as a platform in expediting the screening and prototyping of gene regulatory elements.
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Affiliation(s)
- He Wang
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, 60208, USA.,Master of Biotechnology Program, Northwestern University, Evanston, IL, 60208, USA
| | - Jian Li
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201210, China
| | - Michael C Jewett
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, 60208, USA.,Master of Biotechnology Program, Northwestern University, Evanston, IL, 60208, USA.,Chemistry of Life Processes Institute, Northwestern University, Evanston, IL, 60208, USA.,Center for Synthetic Biology, Northwestern University, Evanston, IL, 60208, USA
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14
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15
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Rhodes DA, Isenberg DA. TRIM21 and the Function of Antibodies inside Cells. Trends Immunol 2017; 38:916-926. [PMID: 28807517 DOI: 10.1016/j.it.2017.07.005] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Revised: 06/28/2017] [Accepted: 07/18/2017] [Indexed: 11/26/2022]
Abstract
Therapeutic antibodies targeting disease-associated antigens are key tools in the treatment of cancer and autoimmunity. So far, therapeutic antibodies have targeted antigens that are, or are presumed to be, extracellular. A largely overlooked property of antibodies is their functional activity inside cells. The diverse literature dealing with intracellular antibodies emerged historically from studies of the properties of some autoantibodies. The identification of tripartite motif (TRIM) 21 as an intracellular Fc receptor linking cytosolic antibody recognition to the ubiquitin proteasome system brings this research into sharper focus. We review critically the research related to intracellular antibodies, link this to the TRIM21 effector mechanism, and highlight how this work is exposing the previously restricted intracellular space to the potential of therapeutic antibodies.
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Affiliation(s)
- David A Rhodes
- Department of Pathology, Immunology Division, University of Cambridge, Cambridge, UK.
| | - David A Isenberg
- Centre for Rheumatology, Division of Medicine, University College London, London, UK
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16
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Li J, Wang H, Kwon YC, Jewett MC. Establishing a high yieldingstreptomyces-based cell-free protein synthesis system. Biotechnol Bioeng 2017; 114:1343-1353. [DOI: 10.1002/bit.26253] [Citation(s) in RCA: 86] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2016] [Revised: 01/06/2017] [Accepted: 01/15/2017] [Indexed: 01/15/2023]
Affiliation(s)
- Jian Li
- Department of Chemical and Biological Engineering; Northwestern University; Evanston Illinois 60208
| | - He Wang
- Department of Chemical and Biological Engineering; Northwestern University; Evanston Illinois 60208
- Masters in Biotechnology Program; Northwestern University; Evanston Illinois
| | - Yong-Chan Kwon
- Department of Chemical and Biological Engineering; Northwestern University; Evanston Illinois 60208
| | - Michael C. Jewett
- Department of Chemical and Biological Engineering; Northwestern University; Evanston Illinois 60208
- Masters in Biotechnology Program; Northwestern University; Evanston Illinois
- Chemistry of Life Processes Institute; Northwestern University; Evanston Illinois
- Member; Robert H. Lurie Comprehensive Cancer Center; Northwestern University; Chicago Illinois
- Simpson Querrey Institute; Northwestern University; Chicago Illinois. Center for Synthetic Biology; Northwestern University; Evanston Illinois
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