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Williams LC, Gregorio NE, So B, Kao WY, Kiste AL, Patel PA, Watts KR, Oza JP. The Genetic Code Kit: An Open-Source Cell-Free Platform for Biochemical and Biotechnology Education. Front Bioeng Biotechnol 2020; 8:941. [PMID: 32974303 PMCID: PMC7466673 DOI: 10.3389/fbioe.2020.00941] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Accepted: 07/21/2020] [Indexed: 01/06/2023] Open
Abstract
Teaching the processes of transcription and translation is challenging due to the intangibility of these concepts and a lack of instructional, laboratory-based, active learning modules. Harnessing the genetic code in vitro with cell-free protein synthesis (CFPS) provides an open platform that allows for the direct manipulation of reaction conditions and biological machinery to enable inquiry-based learning. Here, we report our efforts to transform the research-based CFPS biotechnology into a hands-on module called the “Genetic Code Kit” for implementation into teaching laboratories. The Genetic Code Kit includes all reagents necessary for CFPS, as well as a laboratory manual, student worksheet, and augmented reality activity. This module allows students to actively explore transcription and translation while gaining exposure to an emerging research technology. In our testing of this module, undergraduate students who used the Genetic Code Kit in a teaching laboratory showed significant score increases on transcription and translation questions in a post-lab questionnaire compared with students who did not participate in the activity. Students also demonstrated an increase in self-reported confidence in laboratory methods and comfort with CFPS, indicating that this module helps prepare students for careers in laboratory research. Importantly, the Genetic Code Kit can accommodate a variety of learning objectives beyond transcription and translation and enables hypothesis-driven science. This opens the possibility of developing Course-Based Undergraduate Research Experiences (CUREs) based on the Genetic Code Kit, as well as supporting next-generation science standards in 8–12th grade science courses.
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Affiliation(s)
- Layne C Williams
- Department of Chemistry & Biochemistry, California Polytechnic State University, San Luis Obispo, CA, United States.,Center for Applications in Biotechnology, California Polytechnic State University, San Luis Obispo, CA, United States
| | - Nicole E Gregorio
- Department of Chemistry & Biochemistry, California Polytechnic State University, San Luis Obispo, CA, United States.,Center for Applications in Biotechnology, California Polytechnic State University, San Luis Obispo, CA, United States
| | - Byungcheol So
- Department of Chemistry & Biochemistry, California Polytechnic State University, San Luis Obispo, CA, United States.,Center for Applications in Biotechnology, California Polytechnic State University, San Luis Obispo, CA, United States
| | - Wesley Y Kao
- Department of Chemistry & Biochemistry, California Polytechnic State University, San Luis Obispo, CA, United States.,Center for Applications in Biotechnology, California Polytechnic State University, San Luis Obispo, CA, United States
| | - Alan L Kiste
- Department of Chemistry & Biochemistry, California Polytechnic State University, San Luis Obispo, CA, United States
| | - Pratish A Patel
- Department of Finance, Orfalea College of Business, California Polytechnic State University, San Luis Obispo, CA, United States
| | - Katharine R Watts
- Department of Chemistry & Biochemistry, California Polytechnic State University, San Luis Obispo, CA, United States.,Center for Applications in Biotechnology, California Polytechnic State University, San Luis Obispo, CA, United States
| | - Javin P Oza
- Department of Chemistry & Biochemistry, California Polytechnic State University, San Luis Obispo, CA, United States.,Center for Applications in Biotechnology, California Polytechnic State University, San Luis Obispo, CA, United States
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Gregorio NE, Kao WY, Williams LC, Hight CM, Patel P, Watts KR, Oza JP. Unlocking Applications of Cell-Free Biotechnology through Enhanced Shelf Life and Productivity of E. coli Extracts. ACS Synth Biol 2020; 9:766-778. [PMID: 32083847 DOI: 10.1021/acssynbio.9b00433] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Cell-free protein synthesis (CFPS) is a platform biotechnology that enables a breadth of applications. However, field applications remain limited due to the poor shelf-stability of aqueous cell extracts required for CFPS. Lyophilization of E. coli extracts improves shelf life but remains insufficient for extended storage at room temperature. To address this limitation, we mapped the chemical space of ten low-cost additives with four distinct mechanisms of action in a combinatorial manner to identify formulations capable of stabilizing lyophilized cell extract. We report three key findings: (1) unique additive formulations that maintain full productivity of cell extracts stored at 4 °C and 23 °C; (2) additive formulations that enhance extract productivity by nearly 2-fold; (3) a machine learning algorithm that provides predictive capacity for the stabilizing effects of additive formulations that were not tested experimentally. These findings provide a simple and low-cost advance toward making CFPS field-ready and cost-competitive for biomanufacturing.
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Affiliation(s)
- Nicole E. Gregorio
- Chemistry and Biochemistry Department, California Polytechnic State University, 1 Grand Avenue, San Luis Obispo, California 93407, United States
- Center for Applications in Biotechnology, California Polytechnic State University, 1 Grand Avenue, San Luis Obispo, California 93407, United States
| | - Wesley Y. Kao
- Chemistry and Biochemistry Department, California Polytechnic State University, 1 Grand Avenue, San Luis Obispo, California 93407, United States
- Center for Applications in Biotechnology, California Polytechnic State University, 1 Grand Avenue, San Luis Obispo, California 93407, United States
| | - Layne C. Williams
- Chemistry and Biochemistry Department, California Polytechnic State University, 1 Grand Avenue, San Luis Obispo, California 93407, United States
- Center for Applications in Biotechnology, California Polytechnic State University, 1 Grand Avenue, San Luis Obispo, California 93407, United States
| | - Christopher M. Hight
- Chemistry and Biochemistry Department, California Polytechnic State University, 1 Grand Avenue, San Luis Obispo, California 93407, United States
- Center for Applications in Biotechnology, California Polytechnic State University, 1 Grand Avenue, San Luis Obispo, California 93407, United States
| | - Pratish Patel
- Department of Finance, Orfalea College of Business, California Polytechnic State University, San Luis Obispo, California 93407, United States
| | - Katharine R. Watts
- Chemistry and Biochemistry Department, California Polytechnic State University, 1 Grand Avenue, San Luis Obispo, California 93407, United States
- Center for Applications in Biotechnology, California Polytechnic State University, 1 Grand Avenue, San Luis Obispo, California 93407, United States
| | - Javin P. Oza
- Chemistry and Biochemistry Department, California Polytechnic State University, 1 Grand Avenue, San Luis Obispo, California 93407, United States
- Center for Applications in Biotechnology, California Polytechnic State University, 1 Grand Avenue, San Luis Obispo, California 93407, United States
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Thavarajah W, Verosloff MS, Jung JK, Alam KK, Miller JD, Jewett MC, Young SL, Lucks JB. A Primer on Emerging Field-Deployable Synthetic Biology Tools for Global Water Quality Monitoring. NPJ CLEAN WATER 2020; 3:18. [PMID: 34267944 PMCID: PMC8279131 DOI: 10.1038/s41545-020-0064-8] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 03/09/2020] [Indexed: 05/22/2023]
Abstract
Tracking progress towards Target 6.1 of the United Nations Sustainable Development Goals, "achieving universal and equitable access to safe and affordable drinking water for all", necessitates the development of simple, inexpensive tools to monitor water quality. The rapidly growing field of synthetic biology has the potential to address this need by taking DNA-encoded sensing elements from nature and reassembling them to create field-deployable 'biosensors' that can detect pathogenic or chemical water contaminants. Here we describe water quality monitoring strategies enabled by synthetic biology and compare them to previous approaches used to detect three priority water contaminants: fecal pathogens, arsenic, and fluoride in order to explain the potential for engineered biosensors to simplify and decentralize water quality monitoring. We also briefly discuss expanding biosensors to detect emerging contaminants including metals and pharmaceuticals. We conclude with an outlook on the future of biosensor development, in which we discuss adaptability to emerging contaminants, outline current limitations, and propose steps to overcome the field's outstanding challenges to facilitate global water quality monitoring.
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Affiliation(s)
- Walter Thavarajah
- Department of Chemical and Biological Engineering, Northwestern University, 2145, Sheridan Rd, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Water Research, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Engineering, Sustainability and Resilience, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
| | - Matthew S. Verosloff
- Center for Synthetic Biology, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Water Research, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Engineering, Sustainability and Resilience, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Interdisciplinary Biological Sciences Graduate Program, Northwestern University, 2204 Tech Drive, Evanston, IL, 60208, USA
| | - Jaeyoung K. Jung
- Department of Chemical and Biological Engineering, Northwestern University, 2145, Sheridan Rd, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Water Research, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Engineering, Sustainability and Resilience, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
| | - Khalid K. Alam
- Department of Chemical and Biological Engineering, Northwestern University, 2145, Sheridan Rd, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Water Research, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Engineering, Sustainability and Resilience, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
| | - Joshua D. Miller
- Center for Water Research, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Department of Anthropology, Northwestern University, 1810 Hinman Ave., Evanston, IL, 60208, USA
| | - Michael C. Jewett
- Department of Chemical and Biological Engineering, Northwestern University, 2145, Sheridan Rd, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
| | - Sera L. Young
- Center for Water Research, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Department of Anthropology, Northwestern University, 1810 Hinman Ave., Evanston, IL, 60208, USA
- Institute for Policy Research, Northwestern University, 2040 Sheridan Rd, Evanston, IL, 60208 USA
- To whom correspondence should be addressed, ,
| | - Julius B. Lucks
- Department of Chemical and Biological Engineering, Northwestern University, 2145, Sheridan Rd, Evanston, IL, 60208, USA
- Center for Synthetic Biology, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Water Research, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- Center for Engineering, Sustainability and Resilience, Northwestern University, 2145 Sheridan Rd, Evanston, IL, 60208, USA
- To whom correspondence should be addressed, ,
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