51
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Zaczek-Moczydlowska MA, Beizaei A, Dillon M, Campbell K. Current state-of-the-art diagnostics for Norovirus detection: Model approaches for point-of-care analysis. Trends Food Sci Technol 2021. [DOI: 10.1016/j.tifs.2021.06.027] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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52
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Zhang Q, Ma D, Wu F, Standage-Beier K, Chen X, Wu K, Green AA, Wang X. Predictable control of RNA lifetime using engineered degradation-tuning RNAs. Nat Chem Biol 2021; 17:828-836. [PMID: 34155402 PMCID: PMC8238901 DOI: 10.1038/s41589-021-00816-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Accepted: 05/10/2021] [Indexed: 02/05/2023]
Abstract
The ability to tune RNA and gene expression dynamics is greatly needed for biotechnological applications. Native RNA stabilizers or engineered 5' stability hairpins have been used to regulate transcript half-life to control recombinant protein expression. However, these methods have been mostly ad hoc and hence lack predictability and modularity. Here, we report a library of RNA modules called degradation-tuning RNAs (dtRNAs) that can increase or decrease transcript stability in vivo and in vitro. dtRNAs enable modulation of transcript stability over a 40-fold dynamic range in Escherichia coli with minimal influence on translation initiation. We harness dtRNAs in messenger RNAs and noncoding RNAs to tune gene circuit dynamics and enhance CRISPR interference in vivo. Use of stabilizing dtRNAs in cell-free transcription-translation reactions also tunes gene and RNA aptamer production. Finally, we combine dtRNAs with toehold switch sensors to enhance the performance of paper-based norovirus diagnostics, illustrating the potential of dtRNAs for biotechnological applications.
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Affiliation(s)
- Qi Zhang
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, USA
| | - Duo Ma
- Biodesign Center for Molecular Design and Biomimetics, The Biodesign Institute and School of Molecular Sciences, Arizona State University, Tempe, AZ 85287, USA
| | - Fuqing Wu
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, USA
| | - Kylie Standage-Beier
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, USA
| | - Xingwen Chen
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, USA
| | - Kaiyue Wu
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA,Molecular Biology, Cell Biology & Biochemistry Program, Graduate School of Arts and Sciences, Boston University, Boston, MA 02215, USA
| | - Alexander A. Green
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA,Molecular Biology, Cell Biology & Biochemistry Program, Graduate School of Arts and Sciences, Boston University, Boston, MA 02215, USA,Corresponding authors: Xiao Wang, Ph. D. School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, USA. Tel: 1-480-727-8696, Fax: 1-480-727-7624, .; Alexander A. Green, Ph. D. Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA. Tel: 1-617-353-2805,
| | - Xiao Wang
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, USA.,Corresponding authors: Xiao Wang, Ph. D. School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, USA. Tel: 1-480-727-8696, Fax: 1-480-727-7624, .; Alexander A. Green, Ph. D. Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA. Tel: 1-617-353-2805,
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53
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Soltani M, Hunt JP, Bundy BC. Rapid RNase inhibitor production to enable low-cost, on-demand cell-free protein synthesis biosensor use in human body fluids. Biotechnol Bioeng 2021; 118:3973-3983. [PMID: 34185319 DOI: 10.1002/bit.27874] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 05/24/2021] [Accepted: 05/25/2021] [Indexed: 12/22/2022]
Abstract
Human body fluids contain biomarkers which are used extensively for prognostication, diagnosis, monitoring, and evaluation of different treatments for a variety of diseases and disorders. The application of biosensors based on cell-free protein synthesis (CFPS) offers numerous advantages including on-demand and at-home use for fast, accurate detection of a variety of biomarkers in human fluids at an affordable price. However, current CFPS-based biosensors use commercial RNase inhibitors to inhibit different RNases present in human fluids and this reagent is approximately 90% of the expense of these biosensors. Here the flexible nature of Escherichia coli-lysate-based CFPS was used for the first time to produce murine RNase Inhibitor (m-RI) and to optimize its soluble and active production by tuning reaction temperature, reaction time, reduced potential, and addition of GroEL/ES folding chaperons. Furthermore, RNase inhibition activity of m-RI with the highest activity and stability was determined against increasing amounts of three human fluids of serum, saliva, and urine (0%-100% v/v) in lyophilized CFPS reactions. To further demonstrate the utility of the CFPS-produced m-RI, a lyophilized saliva-based glutamine biosensor was demonstrated to effectively work with saliva samples. Overall, the use of CFPS-produced m-RI reduces the total reagent costs of CFPS-based biosensors used in human body fluids approximately 90%.
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Affiliation(s)
- Mehran Soltani
- Department of Chemical Engineering, Brigham Young University, Provo, Utah, USA
| | - J Porter Hunt
- Department of Chemical Engineering, Brigham Young University, Provo, Utah, USA
| | - Bradley C Bundy
- Department of Chemical Engineering, Brigham Young University, Provo, Utah, USA
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54
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Cao M, Sun Q, Zhang X, Ma Y, Wang J. Detection and differentiation of respiratory syncytial virus subgroups A and B with colorimetric toehold switch sensors in a paper-based cell-free system. Biosens Bioelectron 2021; 182:113173. [PMID: 33773383 DOI: 10.1016/j.bios.2021.113173] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 02/25/2021] [Accepted: 03/15/2021] [Indexed: 12/20/2022]
Abstract
Respiratory syncytial virus (RSV) infection is the most common clinical infectious disease threatening the safety of human life. Herein, we provided a sensitive and specific method for detection and differentiation of RSV subgroups A (RSVA) and B (RSVB) with colorimetric toehold switch sensors in a paper-based cell-free system. In this method, we applied the toehold switch, an RNA-based riboswitch, to regulate the translation level of β-galactosidase (lacZ) gene. In the presence of target trigger RNA, the toehold switch sensor was activated and the expressed LacZ hydrolyzed chromogenic substrates to produce a colorimetric result that can be observed directly with the naked eye in a cell-free system. In addition, nucleic acid sequence-based amplification (NASBA) was used to improve the sensitivity by amplifying target trigger RNAs. Under optimal conditions, our method produced a visible result for the detection of RSVA and RSVB with the detection limit of 52 aM and 91 aM, respectively. The cross-reaction of this method was validated with other closely related respiratory viruses, including human coronavirus HKU1 (HCoV-HKU1), and Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2). Furthermore, we used the paper-based carrier material that allows stable storage of our detection elements and rapid detection outside laboratory. In conclusion, this method can sensitively and specifically differentiate RSVA and RSVB and generate a visible colorimetric result without specialized operators and sophisticated equipment. Based on these advantages above, this method serves as a simple and portable detector in resource-poor areas and point-of-care testing (POCT) scenarios.
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Affiliation(s)
- Mengcen Cao
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Qiuli Sun
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Xu Zhang
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Yi Ma
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Jufang Wang
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China.
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55
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Burrington LR, Baryal E, Hui K, Lambert E, Harding ST, Oza JP. The Fold-Illuminator: A low-cost, portable, and disposable incubator-illuminator device. Synth Syst Biotechnol 2021; 6:95-101. [PMID: 33997359 PMCID: PMC8099501 DOI: 10.1016/j.synbio.2021.04.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2021] [Revised: 04/01/2021] [Accepted: 04/06/2021] [Indexed: 01/08/2023] Open
Abstract
Fluorescent reporters have revolutionized modern applications in the fields of molecular and synthetic biology, enabling applications ranging from education to point-of-care diagnostics. Past advancements in these fields have primarily focused on improving reaction conditions, the development of new applications, and the broad dissemination of these technologies. However, field and classroom-based applications have remained limited in part due to the nature of fluorescent signal detection, which often requires the use of costly lab equipment to observe and quantify fluorescence readouts. Users without access to laboratory equipment rely on qualitative assessments of fluorescence, a process that remains highly variable from user-to-user even within the same classroom. To overcome this challenge, we have developed a foldable illuminator and incubator device to support field-applications of synthetic biology-based biosensors for education and diagnostics. The Fold-Illuminator is an affordable, portable, and recyclable device that allows for the visible detection of fluorescent biomolecules. The Fold-Illuminator's design allows for assembly in under 10 min, a user can then utilize the optional heating element to incubate biochemical reactions and visualize fluorescence outputs in a defined and light-controlled environment. Interchangeable LED strips and light-filtering screens provide modularity to pair with the fluorescence wavelengths of interest. The user can then unfold the device for convenient storage, transport, or even recycling. The cost for the Fold-Illuminator is $5.58 USD and is compatible with an optional heating element for an additional $3.98 cost, with potential for further reductions in cost for larger quantities. Open-source templates for cutting device parts from paper stock are provided for both printing and cutting by hand; cutting can also be achieved with consumer-grade smart cutting machines such as the Cricut®. Combined with the broad applications of fluorescent reporters, the Fold-Illuminator has the potential to improve access to fluorescence visualization and quantification for new users as well as emerging field applications.
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Affiliation(s)
- Logan R Burrington
- Chemistry and Biochemistry Department, College of Science and Math, California Polytechnic State University, San Luis Obispo, CA, 93407, USA
| | - Emran Baryal
- Mechanical Engineering Department, College of Engineering, California Polytechnic State University, San Luis Obispo, CA, 93407, USA
| | - Katherine Hui
- Mechanical Engineering Department, College of Engineering, California Polytechnic State University, San Luis Obispo, CA, 93407, USA
| | - Emmett Lambert
- Mechanical Engineering Department, College of Engineering, California Polytechnic State University, San Luis Obispo, CA, 93407, USA
| | - Sarah T Harding
- Mechanical Engineering Department, College of Engineering, California Polytechnic State University, San Luis Obispo, CA, 93407, USA
| | - Javin P Oza
- Chemistry and Biochemistry Department, College of Science and Math, California Polytechnic State University, San Luis Obispo, CA, 93407, USA
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56
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Sun Q, Cao M, Zhang X, Wang M, Ma Y, Wang J. A simple and low-cost paper-based colorimetric method for detecting and distinguishing the GII.4 and GII.17 genotypes of norovirus. Talanta 2021; 225:121978. [PMID: 33592726 DOI: 10.1016/j.talanta.2020.121978] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 12/02/2020] [Accepted: 12/04/2020] [Indexed: 12/15/2022]
Abstract
In modern times, viruses still threaten people's lives. Among them, norovirus was the main pathogenic factor in the cause of gastroenteritis and foodborne illness, of which the GII.4 and GII.17 genotypes are prevalent in China and most parts of the world. A simple and low-cost platform for rapid and accurate norovirus detection remains a major challenge. After the cell-free system and paper-based chromogenic system were optimized, a rapid and specific norovirus detection method was established based on norovirus-specific sequences in combination with toehold switch elements. The development of a visible color change during detection eliminates the need for any complicated instruments. We validated this strategy and its specificity in differentiating GII.4, GII.17, Zika virus, and human coronavirus HKU1. The results showed that the optimized detection system not only provided a simple and rapid detection method for the sufficient differentiation of the two norovirus genotypes but also showed high specificity and no cross-reactivity with other viruses. Using nucleic acid isothermal amplification, this assay showed a limit of detection of 0.5 pM for the GII.4 genotype and 2.6 fM for the GII.17 genotype in reactions that could be observed directly with the naked eye. Our results suggested that this paper-based colorimetric method could serve as a simple and low-cost visual detection method for pathogens in clinical samples, especially in remote or rural areas.
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Affiliation(s)
- Qiuli Sun
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Mengcen Cao
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Xu Zhang
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Meng Wang
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Yi Ma
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Jufang Wang
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China.
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57
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Amalfitano E, Karlikow M, Norouzi M, Jaenes K, Cicek S, Masum F, Sadat Mousavi P, Guo Y, Tang L, Sydor A, Ma D, Pearson JD, Trcka D, Pinette M, Ambagala A, Babiuk S, Pickering B, Wrana J, Bremner R, Mazzulli T, Sinton D, Brumell JH, Green AA, Pardee K. A glucose meter interface for point-of-care gene circuit-based diagnostics. Nat Commun 2021; 12:724. [PMID: 33526784 PMCID: PMC7851131 DOI: 10.1038/s41467-020-20639-6] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 12/01/2020] [Indexed: 01/24/2023] Open
Abstract
Recent advances in cell-free synthetic biology have given rise to gene circuit-based sensors with the potential to provide decentralized and low-cost molecular diagnostics. However, it remains a challenge to deliver this sensing capacity into the hands of users in a practical manner. Here, we leverage the glucose meter, one of the most widely available point-of-care sensing devices, to serve as a universal reader for these decentralized diagnostics. We describe a molecular translator that can convert the activation of conventional gene circuit-based sensors into a glucose output that can be read by off-the-shelf glucose meters. We show the development of new glucogenic reporter systems, multiplexed reporter outputs and detection of nucleic acid targets down to the low attomolar range. Using this glucose-meter interface, we demonstrate the detection of a small-molecule analyte; sample-to-result diagnostics for typhoid, paratyphoid A/B; and show the potential for pandemic response with nucleic acid sensors for SARS-CoV-2. Getting synthetic biology circuit-based sensors into field applications is still a challenge. Here the authors combine a circuit sensor with a glucose meter for small analyte and nucleic acid detection.
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Affiliation(s)
- Evan Amalfitano
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, M5S 3M2, Canada
| | - Margot Karlikow
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, M5S 3M2, Canada
| | - Masoud Norouzi
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, M5S 3M2, Canada
| | - Katariina Jaenes
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, M5S 3M2, Canada
| | - Seray Cicek
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, M5S 3M2, Canada
| | - Fahim Masum
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, M5S 3M2, Canada
| | | | - Yuxiu Guo
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, M5S 3M2, Canada
| | - Laura Tang
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, M5S 3M2, Canada
| | - Andrew Sydor
- Program in Cell Biology, Hospital for Sick Children, Peter Gilgan Center for Research and Learning, Toronto, ON, M5G 0A4, Canada
| | - Duo Ma
- Biodesign Center for Molecular Design and Biomimetics, The Biodesign Institute and the School of Molecular Sciences, Arizona State University, AZ, 85287, USA
| | - Joel D Pearson
- Lunenfeld Tanenbaum Research Institute, Mt Sinai Hospital, Sinai Health System, Toronto, M5G 1X5, ON, Canada.,Department of Ophthalmology and Vision Science, University of Toronto, Toronto, M5T 3A9, ON, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, M5S 1A8, ON, Canada
| | - Daniel Trcka
- Lunenfeld Tanenbaum Research Institute, Mt Sinai Hospital, Sinai Health System, Toronto, M5G 1X5, ON, Canada
| | - Mathieu Pinette
- Canadian Food Inspection Agency, National Centre for Foreign Animal Disease, Winnipeg, R3E 3M4, MB, Canada
| | - Aruna Ambagala
- Canadian Food Inspection Agency, National Centre for Foreign Animal Disease, Winnipeg, R3E 3M4, MB, Canada
| | - Shawn Babiuk
- Canadian Food Inspection Agency, National Centre for Foreign Animal Disease, Winnipeg, R3E 3M4, MB, Canada
| | - Bradley Pickering
- Canadian Food Inspection Agency, National Centre for Foreign Animal Disease, Winnipeg, R3E 3M4, MB, Canada.,Department of Medical Microbiology and Infectious Diseases, Faculty of Medicine, University of Manitoba, Winnipeg, R3E 0J9, MB, Canada.,Iowa State University, College of Veterinary Medicine, Department of Veterinary Microbiology and Preventive Medicine, Ames, IA, 50011, USA
| | - Jeff Wrana
- Lunenfeld Tanenbaum Research Institute, Mt Sinai Hospital, Sinai Health System, Toronto, M5G 1X5, ON, Canada.,Department of Molecular Genetics, University of Toronto, Toronto, M5S 1A8, ON, Canada
| | - Rod Bremner
- Lunenfeld Tanenbaum Research Institute, Mt Sinai Hospital, Sinai Health System, Toronto, M5G 1X5, ON, Canada.,Department of Ophthalmology and Vision Science, University of Toronto, Toronto, M5T 3A9, ON, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, M5S 1A8, ON, Canada
| | - Tony Mazzulli
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, M5S 1A8, ON, Canada.,Department of Microbiology, Sinai Health System/University Health Network, Toronto, M5G 1X5, ON, Canada
| | - David Sinton
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, M5S 3G8, ON, Canada
| | - John H Brumell
- Program in Cell Biology, Hospital for Sick Children, Peter Gilgan Center for Research and Learning, Toronto, ON, M5G 0A4, Canada.,Department of Molecular Genetics, University of Toronto, Toronto, M5S 1A8, ON, Canada.,Institute of Medical Science, University of Toronto, Toronto, M5S 1A8, ON, Canada.,SickKids IBD Centre, Hospital for Sick Children, Toronto, M5G 1X8, ON, Canada
| | - Alexander A Green
- Biodesign Center for Molecular Design and Biomimetics, The Biodesign Institute and the School of Molecular Sciences, Arizona State University, AZ, 85287, USA.,Department of Biomedical Engineering, Boston University, Boston, MA, 02215, USA
| | - Keith Pardee
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, M5S 3M2, Canada. .,Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, M5S 3G8, ON, Canada.
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58
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Boyd MA, Kamat NP. Designing Artificial Cells towards a New Generation of Biosensors. Trends Biotechnol 2020; 39:927-939. [PMID: 33388162 DOI: 10.1016/j.tibtech.2020.12.002] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 11/25/2020] [Accepted: 12/01/2020] [Indexed: 01/31/2023]
Abstract
The combination of biological and synthetic materials has great potential to generate new types of biosensors. Toward this goal, recent advances in artificial cell development have demonstrated the capacity to detect a variety of analytes and environmental changes by encapsulating genetically encoded sensors within bilayer membranes, expanding the contexts within which biologically based sensing can operate. This chassis not only acts as a container for cell-free sensors, but can also play an active role in artificial cell sensing by serving as an additional gate mediating the transfer of environmental information. Here, we focus on recent progress toward stimuli-responsive artificial cells and discuss strategies for membrane functionalization in order to expand cell-free biosensing capabilities and applications.
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Affiliation(s)
- Margrethe A Boyd
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
| | - Neha P Kamat
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA; Center for Synthetic Biology, Northwestern University, Evanston, IL, USA; Chemistry of Life Processes Institute, Northwestern University, Evanston, IL, USA.
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59
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Pumford EA, Lu J, Spaczai I, Prasetyo ME, Zheng EM, Zhang H, Kamei DT. Developments in integrating nucleic acid isothermal amplification and detection systems for point-of-care diagnostics. Biosens Bioelectron 2020; 170:112674. [PMID: 33035900 PMCID: PMC7529604 DOI: 10.1016/j.bios.2020.112674] [Citation(s) in RCA: 62] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Revised: 09/30/2020] [Accepted: 09/30/2020] [Indexed: 01/03/2023]
Abstract
Early disease detection through point-of-care (POC) testing is vital for quickly treating patients and preventing the spread of harmful pathogens. Disease diagnosis is generally accomplished using quantitative polymerase chain reaction (qPCR) to amplify nucleic acids in patient samples, permitting detection even at low target concentrations. However, qPCR requires expensive equipment, trained personnel, and significant time. These resources are not available in POC settings, driving researchers to instead utilize isothermal amplification, conducted at a single temperature, as an alternative. Common isothermal amplification methods include loop-mediated isothermal amplification, recombinase polymerase amplification, rolling circle amplification, nucleic acid sequence-based amplification, and helicase-dependent amplification. There has been a growing interest in combining such amplification methods with POC detection methods to enable the development of diagnostic tests that are well suited for resource-limited settings as well as developed countries performing mass screenings. Exciting developments have been made in the integration of these two research areas due to the significant impact that such approaches can have on healthcare. This review will primarily focus on advances made by North American research groups between 2015 and June 2020, and will emphasize integrated approaches that reduce user steps, reliance on expensive equipment, and the system's time-to-result.
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Affiliation(s)
- Elizabeth A Pumford
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences, University of California, Los Angeles, CA, 90095, USA
| | - Jiakun Lu
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences, University of California, Los Angeles, CA, 90095, USA
| | - Iza Spaczai
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences, University of California, Los Angeles, CA, 90095, USA
| | - Matthew E Prasetyo
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences, University of California, Los Angeles, CA, 90095, USA
| | - Elaine M Zheng
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences, University of California, Los Angeles, CA, 90095, USA
| | - Hanxu Zhang
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences, University of California, Los Angeles, CA, 90095, USA
| | - Daniel T Kamei
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences, University of California, Los Angeles, CA, 90095, USA.
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60
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Valeri JA, Collins KM, Ramesh P, Alcantar MA, Lepe BA, Lu TK, Camacho DM. Sequence-to-function deep learning frameworks for engineered riboregulators. Nat Commun 2020; 11:5058. [PMID: 33028819 PMCID: PMC7541510 DOI: 10.1038/s41467-020-18676-2] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 09/02/2020] [Indexed: 12/26/2022] Open
Abstract
While synthetic biology has revolutionized our approaches to medicine, agriculture, and energy, the design of completely novel biological circuit components beyond naturally-derived templates remains challenging due to poorly understood design rules. Toehold switches, which are programmable nucleic acid sensors, face an analogous design bottleneck; our limited understanding of how sequence impacts functionality often necessitates expensive, time-consuming screens to identify effective switches. Here, we introduce Sequence-based Toehold Optimization and Redesign Model (STORM) and Nucleic-Acid Speech (NuSpeak), two orthogonal and synergistic deep learning architectures to characterize and optimize toeholds. Applying techniques from computer vision and natural language processing, we 'un-box' our models using convolutional filters, attention maps, and in silico mutagenesis. Through transfer-learning, we redesign sub-optimal toehold sensors, even with sparse training data, experimentally validating their improved performance. This work provides sequence-to-function deep learning frameworks for toehold selection and design, augmenting our ability to construct potent biological circuit components and precision diagnostics.
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Affiliation(s)
- Jacqueline A Valeri
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02115, USA
- Institute for Medical Engineering and Science and Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Katherine M Collins
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02115, USA
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Pradeep Ramesh
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02115, USA
| | - Miguel A Alcantar
- Institute for Medical Engineering and Science and Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Bianca A Lepe
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02115, USA
- Institute for Medical Engineering and Science and Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Timothy K Lu
- Institute for Medical Engineering and Science and Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.
- Synthetic Biology Group, Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.
| | - Diogo M Camacho
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02115, USA.
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61
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Angenent-Mari NM, Garruss AS, Soenksen LR, Church G, Collins JJ. A deep learning approach to programmable RNA switches. Nat Commun 2020; 11:5057. [PMID: 33028812 PMCID: PMC7541447 DOI: 10.1038/s41467-020-18677-1] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 07/31/2020] [Indexed: 12/21/2022] Open
Abstract
Engineered RNA elements are programmable tools capable of detecting small molecules, proteins, and nucleic acids. Predicting the behavior of these synthetic biology components remains a challenge, a situation that could be addressed through enhanced pattern recognition from deep learning. Here, we investigate Deep Neural Networks (DNN) to predict toehold switch function as a canonical riboswitch model in synthetic biology. To facilitate DNN training, we synthesize and characterize in vivo a dataset of 91,534 toehold switches spanning 23 viral genomes and 906 human transcription factors. DNNs trained on nucleotide sequences outperform (R2 = 0.43-0.70) previous state-of-the-art thermodynamic and kinetic models (R2 = 0.04-0.15) and allow for human-understandable attention-visualizations (VIS4Map) to identify success and failure modes. This work shows that deep learning approaches can be used for functionality predictions and insight generation in RNA synthetic biology.
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Affiliation(s)
- Nicolaas M Angenent-Mari
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA, 02139, USA
- Institute for Medical Engineering and Science (IMES), MIT, Cambridge, MA, 02139, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02115, USA
| | - Alexander S Garruss
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02115, USA
- Program in Bioinformatics and Integrative Genomics, Harvard University, Cambridge, MA, 02138, USA
- Department of Genetics, Harvard Medical School, Boston, MA, 02115, USA
| | - Luis R Soenksen
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA, 02139, USA
- Institute for Medical Engineering and Science (IMES), MIT, Cambridge, MA, 02139, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02115, USA
- Department of Mechanical Engineering, MIT, Cambridge, MA, 02139, USA
| | - George Church
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02115, USA
- Department of Genetics, Harvard Medical School, Boston, MA, 02115, USA
- Harvard-MIT Program in Health Sciences and Technology, Cambridge, MA, 02139, USA
| | - James J Collins
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA, 02139, USA.
- Institute for Medical Engineering and Science (IMES), MIT, Cambridge, MA, 02139, USA.
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02115, USA.
- Department of Mechanical Engineering, MIT, Cambridge, MA, 02139, USA.
- Harvard-MIT Program in Health Sciences and Technology, Cambridge, MA, 02139, USA.
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62
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Chau THT, Lee EY. Development of cell-free platform-based toehold switch system for detection of IP-10 mRNA, an indicator for acute kidney allograft rejection diagnosis. Clin Chim Acta 2020; 510:619-624. [PMID: 32860784 DOI: 10.1016/j.cca.2020.08.034] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 08/21/2020] [Accepted: 08/24/2020] [Indexed: 10/23/2022]
Abstract
Quantitative PCR and droplet digital PCR were elucidated as non-invasive methods for quantifying the level of signaling markers, such as CD3ɛ and IP-10 mRNAs from urine samples, for the diagnosis of acute rejection in the kidney allograft recipients. Although the sensitivity and accuracy make PCR as the gold standard for diagnosis, a point-of-care (POC) testing is required for the rapid and low-cost preliminary prognosis and diagnosis. In this study, the applicability of the cell-free platform-based toehold switch system was preliminary demonstrated for the detection of synthetic IP-10 mRNA, one of indicators of acute kidney allograft rejection. For POC applications, the colorimetric output was utilized for direct recognition by naked eyes. A total of 5 switches was screened from 289 putative toehold switches. Among these, the toehold switch 4 illustrated the highest fold change after a 45-min incubation with relatively high specificity. The sensitivity of the toehold switch 4 was also demonstrated with the cognate IP-10 mRNA. The results in this study showed the feasibility of the synthetic system of RNA toehold switches in combination with the cell-free platform as a preliminary prognostic and diagnostic method for acute kidney allograft rejection.
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Affiliation(s)
- Tin Hoang Trung Chau
- Department of Chemical Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do 17104, South Korea
| | - Eun Yeol Lee
- Department of Chemical Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do 17104, South Korea.
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63
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Feng W, Newbigging AM, Le C, Pang B, Peng H, Cao Y, Wu J, Abbas G, Song J, Wang DB, Cui M, Tao J, Tyrrell DL, Zhang XE, Zhang H, Le XC. Molecular Diagnosis of COVID-19: Challenges and Research Needs. Anal Chem 2020; 92:10196-10209. [PMID: 32573207 PMCID: PMC7346719 DOI: 10.1021/acs.analchem.0c02060] [Citation(s) in RCA: 247] [Impact Index Per Article: 49.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Accepted: 06/23/2020] [Indexed: 12/15/2022]
Abstract
Molecular diagnosis of COVID-19 primarily relies on the detection of RNA of the SARS-CoV-2 virus, the causative infectious agent of the pandemic. Reverse transcription polymerase chain reaction (RT-PCR) enables sensitive detection of specific sequences of genes that encode the RNA dependent RNA polymerase (RdRP), nucleocapsid (N), envelope (E), and spike (S) proteins of the virus. Although RT-PCR tests have been widely used and many alternative assays have been developed, the current testing capacity and availability cannot meet the unprecedented global demands for rapid, reliable, and widely accessible molecular diagnosis. Challenges remain throughout the entire analytical process, from the collection and treatment of specimens to the amplification and detection of viral RNA and the validation of clinical sensitivity and specificity. We highlight the main issues surrounding molecular diagnosis of COVID-19, including false negatives from the detection of viral RNA, temporal variations of viral loads, selection and treatment of specimens, and limiting factors in detecting viral proteins. We discuss critical research needs, such as improvements in RT-PCR, development of alternative nucleic acid amplification techniques, incorporating CRISPR technology for point-of-care (POC) applications, validation of POC tests, and sequencing of viral RNA and its mutations. Improved assays are also needed for environmental surveillance or wastewater-based epidemiology, which gauges infection on the community level through analyses of viral components in the community's wastewater. Public health surveillance benefits from large-scale analyses of antibodies in serum, although the current serological tests do not quantify neutralizing antibodies. Further advances in analytical technology and research through multidisciplinary collaboration will contribute to the development of mitigation strategies, therapeutics, and vaccines. Lessons learned from molecular diagnosis of COVID-19 are valuable for better preparedness in response to other infectious diseases.
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Affiliation(s)
- Wei Feng
- Division of Analytical and Environmental Toxicology,
Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry,
University of Alberta, Edmonton, Alberta,
Canada T6G 2G3
| | - Ashley M. Newbigging
- Division of Analytical and Environmental Toxicology,
Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry,
University of Alberta, Edmonton, Alberta,
Canada T6G 2G3
| | - Connie Le
- Li Ka Shing Institute of Virology, Department of
Medical Microbiology and Immunology, Faculty of Medicine and Dentistry,
University of Alberta, Edmonton, Alberta,
Canada T6G 2E1
| | - Bo Pang
- Division of Analytical and Environmental Toxicology,
Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry,
University of Alberta, Edmonton, Alberta,
Canada T6G 2G3
| | - Hanyong Peng
- Division of Analytical and Environmental Toxicology,
Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry,
University of Alberta, Edmonton, Alberta,
Canada T6G 2G3
| | - Yiren Cao
- Division of Analytical and Environmental Toxicology,
Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry,
University of Alberta, Edmonton, Alberta,
Canada T6G 2G3
| | - Jinjun Wu
- Division of Analytical and Environmental Toxicology,
Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry,
University of Alberta, Edmonton, Alberta,
Canada T6G 2G3
| | - Ghulam Abbas
- National Laboratory of Biomacromolecules, Institute of
Biophysics, Chinese Academy of Sciences, No. 15 Datun Road,
Beijing, China 100101
| | - Jin Song
- National Laboratory of Biomacromolecules, Institute of
Biophysics, Chinese Academy of Sciences, No. 15 Datun Road,
Beijing, China 100101
| | - Dian-Bing Wang
- National Laboratory of Biomacromolecules, Institute of
Biophysics, Chinese Academy of Sciences, No. 15 Datun Road,
Beijing, China 100101
| | - Mengmeng Cui
- National Laboratory of Biomacromolecules, Institute of
Biophysics, Chinese Academy of Sciences, No. 15 Datun Road,
Beijing, China 100101
| | - Jeffrey Tao
- Division of Analytical and Environmental Toxicology,
Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry,
University of Alberta, Edmonton, Alberta,
Canada T6G 2G3
| | - D. Lorne Tyrrell
- Li Ka Shing Institute of Virology, Department of
Medical Microbiology and Immunology, Faculty of Medicine and Dentistry,
University of Alberta, Edmonton, Alberta,
Canada T6G 2E1
| | - Xian-En Zhang
- National Laboratory of Biomacromolecules, Institute of
Biophysics, Chinese Academy of Sciences, No. 15 Datun Road,
Beijing, China 100101
| | - Hongquan Zhang
- Division of Analytical and Environmental Toxicology,
Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry,
University of Alberta, Edmonton, Alberta,
Canada T6G 2G3
| | - X. Chris Le
- Division of Analytical and Environmental Toxicology,
Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry,
University of Alberta, Edmonton, Alberta,
Canada T6G 2G3
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64
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Zhang L, Guo W, Lu Y. Advances in Cell‐Free Biosensors: Principle, Mechanism, and Applications. Biotechnol J 2020; 15:e2000187. [DOI: 10.1002/biot.202000187] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2020] [Revised: 06/22/2020] [Indexed: 12/17/2022]
Affiliation(s)
- Liyuan Zhang
- Key Laboratory of Industrial Biocatalysis Ministry of Education Department of Chemical Engineering Tsinghua University Beijing 100084 China
- Department of Ecology Shenyang Agricultural University Shenyang Liaoning Province 110866 China
| | - Wei Guo
- Department of Ecology Shenyang Agricultural University Shenyang Liaoning Province 110866 China
| | - Yuan Lu
- Key Laboratory of Industrial Biocatalysis Ministry of Education Department of Chemical Engineering Tsinghua University Beijing 100084 China
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65
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Kightlinger W, Warfel KF, DeLisa MP, Jewett MC. Synthetic Glycobiology: Parts, Systems, and Applications. ACS Synth Biol 2020; 9:1534-1562. [PMID: 32526139 PMCID: PMC7372563 DOI: 10.1021/acssynbio.0c00210] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Indexed: 12/11/2022]
Abstract
Protein glycosylation, the attachment of sugars to amino acid side chains, can endow proteins with a wide variety of properties of great interest to the engineering biology community. However, natural glycosylation systems are limited in the diversity of glycoproteins they can synthesize, the scale at which they can be harnessed for biotechnology, and the homogeneity of glycoprotein structures they can produce. Here we provide an overview of the emerging field of synthetic glycobiology, the application of synthetic biology tools and design principles to better understand and engineer glycosylation. Specifically, we focus on how the biosynthetic and analytical tools of synthetic biology have been used to redesign glycosylation systems to obtain defined glycosylation structures on proteins for diverse applications in medicine, materials, and diagnostics. We review the key biological parts available to synthetic biologists interested in engineering glycoproteins to solve compelling problems in glycoscience, describe recent efforts to construct synthetic glycoprotein synthesis systems, and outline exemplary applications as well as new opportunities in this emerging space.
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Affiliation(s)
- Weston Kightlinger
- Department
of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Road, Tech E136, Evanston, Illinois 60208, United States
- Center
for Synthetic Biology, Northwestern University, 2145 Sheridan Road, Tech B486, Evanston, Illinois 60208, United States
| | - Katherine F. Warfel
- Department
of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Road, Tech E136, Evanston, Illinois 60208, United States
- Center
for Synthetic Biology, Northwestern University, 2145 Sheridan Road, Tech B486, Evanston, Illinois 60208, United States
| | - Matthew P. DeLisa
- Department
of Microbiology, Cornell University, 123 Wing Drive, Ithaca, New York 14853, United States
- Robert
Frederick Smith School of Chemical and Biomolecular Engineering, Cornell University, 120 Olin Hall, Ithaca, New York 14853, United States
- Nancy
E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Weill Hall, Ithaca, New York 14853, United States
| | - Michael C. Jewett
- Department
of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Road, Tech E136, Evanston, Illinois 60208, United States
- Center
for Synthetic Biology, Northwestern University, 2145 Sheridan Road, Tech B486, Evanston, Illinois 60208, United States
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66
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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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67
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Hoang Trung Chau T, Hoang Anh Mai D, Ngoc Pham D, Thi Quynh Le H, Yeol Lee E. Developments of Riboswitches and Toehold Switches for Molecular Detection-Biosensing and Molecular Diagnostics. Int J Mol Sci 2020; 21:E3192. [PMID: 32366036 PMCID: PMC7247568 DOI: 10.3390/ijms21093192] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 04/28/2020] [Accepted: 04/29/2020] [Indexed: 12/20/2022] Open
Abstract
Riboswitches and toehold switches are considered to have potential for implementation in various fields, i.e., biosensing, metabolic engineering, and molecular diagnostics. The specific binding, programmability, and manipulability of these RNA-based molecules enable their intensive deployments in molecular detection as biosensors for regulating gene expressions, tracking metabolites, or detecting RNA sequences of pathogenic microorganisms. In this review, we will focus on the development of riboswitches and toehold switches in biosensing and molecular diagnostics. This review introduces the operating principles and the notable design features of riboswitches as well as toehold switches. Moreover, we will describe the advances and future directions of riboswitches and toehold switches in biosensing and molecular diagnostics.
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Affiliation(s)
| | | | | | | | - Eun Yeol Lee
- Department of Chemical Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do 17104, Korea; (T.H.T.C.); (D.H.A.M.); (D.N.P.); (H.T.Q.L.)
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68
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Silverman AD, Akova U, Alam KK, Jewett MC, Lucks JB. Design and Optimization of a Cell-Free Atrazine Biosensor. ACS Synth Biol 2020; 9:671-677. [PMID: 32078765 DOI: 10.1021/acssynbio.9b00388] [Citation(s) in RCA: 62] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Recent advances in cell-free synthetic biology have spurred the development of in vitro molecular diagnostics that serve as effective alternatives to whole-cell biosensors. However, cell-free sensors for detecting manmade organic water contaminants such as pesticides are sparse, partially because few characterized natural biological sensors can directly detect such pollutants. Here, we present a platform for the cell-free detection of one critical water contaminant, atrazine, by combining a previously characterized cyanuric acid biosensor with a reconstituted atrazine-to-cyanuric acid metabolic pathway composed of several protein-enriched bacterial extracts mixed in a one pot reaction. Our cell-free sensor detects atrazine within an hour of incubation at an activation ratio superior to previously reported whole-cell atrazine sensors. We also show that the response characteristics of the atrazine sensor can be tuned by manipulating the ratios of enriched extracts in the cell-free reaction mixture. Our approach of utilizing multiple metabolic steps, encoded in protein-enriched cell-free extracts, to convert a target of interest into a molecule that can be sensed by a transcription factor is modular. Our work thus serves as an effective proof-of-concept for a scheme of "metabolic biosensing", which should enable rapid, field-deployable detection of complex organic water contaminants.
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Affiliation(s)
| | | | | | - Michael C. Jewett
- Interdisciplinary Biological Sciences Program, Northwestern University, Evanston, Illinois 60208, United States
| | - Julius B. Lucks
- Interdisciplinary Biological Sciences Program, Northwestern University, Evanston, Illinois 60208, United States
- Center for Water Research, Northwestern University, Evanston, Illinois 60208, United States
- Center for Engineering Sustainability and Resilience, Northwestern University, Evanston, Illinois 60208, United States
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69
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Silverman AD, Akova U, Alam KK, Jewett MC, Lucks JB. Design and Optimization of a Cell-Free Atrazine Biosensor. ACS Synth Biol 2020. [PMID: 32078765 DOI: 10.1101/779827] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Recent advances in cell-free synthetic biology have spurred the development of in vitro molecular diagnostics that serve as effective alternatives to whole-cell biosensors. However, cell-free sensors for detecting manmade organic water contaminants such as pesticides are sparse, partially because few characterized natural biological sensors can directly detect such pollutants. Here, we present a platform for the cell-free detection of one critical water contaminant, atrazine, by combining a previously characterized cyanuric acid biosensor with a reconstituted atrazine-to-cyanuric acid metabolic pathway composed of several protein-enriched bacterial extracts mixed in a one pot reaction. Our cell-free sensor detects atrazine within an hour of incubation at an activation ratio superior to previously reported whole-cell atrazine sensors. We also show that the response characteristics of the atrazine sensor can be tuned by manipulating the ratios of enriched extracts in the cell-free reaction mixture. Our approach of utilizing multiple metabolic steps, encoded in protein-enriched cell-free extracts, to convert a target of interest into a molecule that can be sensed by a transcription factor is modular. Our work thus serves as an effective proof-of-concept for a scheme of "metabolic biosensing", which should enable rapid, field-deployable detection of complex organic water contaminants.
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Affiliation(s)
| | | | | | - Michael C Jewett
- Interdisciplinary Biological Sciences Program, Northwestern University, Evanston, Illinois 60208, United States
| | - Julius B Lucks
- Interdisciplinary Biological Sciences Program, Northwestern University, Evanston, Illinois 60208, United States
- Center for Water Research, Northwestern University, Evanston, Illinois 60208, United States
- Center for Engineering Sustainability and Resilience, Northwestern University, Evanston, Illinois 60208, United States
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70
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A Survey of Analytical Techniques for Noroviruses. Foods 2020; 9:foods9030318. [PMID: 32164213 PMCID: PMC7142446 DOI: 10.3390/foods9030318] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Revised: 03/07/2020] [Accepted: 03/07/2020] [Indexed: 12/17/2022] Open
Abstract
As the leading cause of acute gastroenteritis worldwide, human noroviruses (HuNoVs) have caused around 685 million cases of infection and nearly $60 billion in losses every year. Despite their highly contagious nature, an effective vaccine for HuNoVs has yet to become commercially available. Therefore, rapid detection and subtyping of noroviruses is crucial for preventing viral spread. Over the past half century, there has been monumental progress in the development of techniques for the detection and analysis of noroviruses. However, currently no rapid, portable assays are available to detect and subtype infectious HuNoVs. The purpose of this review is to survey and present different analytical techniques for the detection and characterization of noroviruses.
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71
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Li H, Tang Y, Li B. Homogeneous and Universal Detection of Various Targets with a Dual-Step Transduced Toehold Switch Sensor. Chembiochem 2020; 21:1418-1422. [PMID: 31913537 DOI: 10.1002/cbic.201900749] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Indexed: 12/13/2022]
Abstract
Toehold switch sensors represent a class of new advances that allow specific targets to trigger in situ expression of a protein reporter. Although they offer unique advantages of a label-free nature and high portability, they generally require repeated sequence design, high expenditure, and laborious optimization of toehold switch sequences according to different targets. To simplify the sensing process further and to improve its practicability, we innovatively introduce a dual-step pre-transduction upon traditional toehold switch sensor. Through two successive toehold-mediated strand-displacement reactions that are initiated, respectively, by a linear and an associative trigger, different DNAs, RNAs, or ligands of functional nucleic acids can be generally transduced into the input of one high-performance toehold switch sensor. This advance greatly increases the target range. Furthermore, the whole process is signal-on, homogeneous, and free of any requirements for complicated operations such as probe labeling, separation, and reconstruction of the toehold switch, being promising and practical even in portable or point-of-care assays.
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Affiliation(s)
- Huan Li
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, Jilin, 130022, P. R. China.,University of Science and Technology of China, Hefei, Anhui, 230026, P. R. China
| | - Yidan Tang
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, Jilin, 130022, P. R. China
| | - Bingling Li
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, Jilin, 130022, P. R. China.,University of Science and Technology of China, Hefei, Anhui, 230026, P. R. China
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72
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Hong F, Ma D, Wu K, Mina LA, Luiten RC, Liu Y, Yan H, Green AA. Precise and Programmable Detection of Mutations Using Ultraspecific Riboregulators. Cell 2020; 180:1018-1032.e16. [PMID: 32109416 PMCID: PMC7063572 DOI: 10.1016/j.cell.2020.02.011] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2019] [Revised: 01/01/2020] [Accepted: 02/04/2020] [Indexed: 12/18/2022]
Abstract
The ability to identify single-nucleotide mutations is critical for probing cell biology and for precise detection of disease. However, the small differences in hybridization energy provided by single-base changes makes identification of these mutations challenging in living cells and complex reaction environments. Here, we report a class of de novo-designed prokaryotic riboregulators that provide ultraspecific RNA detection capabilities in vivo and in cell-free transcription-translation reactions. These single-nucleotide-specific programmable riboregulators (SNIPRs) provide over 100-fold differences in gene expression in response to target RNAs differing by a single nucleotide in E. coli and resolve single epitranscriptomic marks in vitro. By exploiting the programmable SNIPR design, we implement an automated design algorithm to develop riboregulators for a range of mutations associated with cancer, drug resistance, and genetic disorders. Integrating SNIPRs with portable paper-based cell-free reactions enables convenient isothermal detection of cancer-associated mutations from clinical samples and identification of Zika strains through unambiguous colorimetric reactions.
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Affiliation(s)
- Fan Hong
- Biodesign Center for Molecular Design and Biomimetics at the Biodesign Institute, Arizona State University, Tempe, AZ 85287, USA; School of Molecular Sciences, Arizona State University, Tempe, AZ 85287, USA
| | - Duo Ma
- Biodesign Center for Molecular Design and Biomimetics at the Biodesign Institute, Arizona State University, Tempe, AZ 85287, USA; School of Molecular Sciences, Arizona State University, Tempe, AZ 85287, USA
| | - Kaiyue Wu
- Biodesign Center for Molecular Design and Biomimetics at the Biodesign Institute, Arizona State University, Tempe, AZ 85287, USA; School of Molecular Sciences, Arizona State University, Tempe, AZ 85287, USA
| | - Lida A Mina
- Hematology-Oncology Department, Banner MD Anderson Cancer Center, Gilbert, AZ 85234, USA
| | - Rebecca C Luiten
- Genetics Department, Banner MD Anderson Cancer Center, Gilbert, AZ 85234, USA
| | - Yan Liu
- Biodesign Center for Molecular Design and Biomimetics at the Biodesign Institute, Arizona State University, Tempe, AZ 85287, USA; School of Molecular Sciences, Arizona State University, Tempe, AZ 85287, USA
| | - Hao Yan
- Biodesign Center for Molecular Design and Biomimetics at the Biodesign Institute, Arizona State University, Tempe, AZ 85287, USA; School of Molecular Sciences, Arizona State University, Tempe, AZ 85287, USA.
| | - Alexander A Green
- Biodesign Center for Molecular Design and Biomimetics at the Biodesign Institute, Arizona State University, Tempe, AZ 85287, USA; School of Molecular Sciences, Arizona State University, Tempe, AZ 85287, USA.
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73
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Hammerling MJ, Krüger A, Jewett MC. Strategies for in vitro engineering of the translation machinery. Nucleic Acids Res 2020; 48:1068-1083. [PMID: 31777928 PMCID: PMC7026604 DOI: 10.1093/nar/gkz1011] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Revised: 10/07/2019] [Accepted: 10/17/2019] [Indexed: 01/06/2023] Open
Abstract
Engineering the process of molecular translation, or protein biosynthesis, has emerged as a major opportunity in synthetic and chemical biology to generate novel biological insights and enable new applications (e.g. designer protein therapeutics). Here, we review methods for engineering the process of translation in vitro. We discuss the advantages and drawbacks of the two major strategies-purified and extract-based systems-and how they may be used to manipulate and study translation. Techniques to engineer each component of the translation machinery are covered in turn, including transfer RNAs, translation factors, and the ribosome. Finally, future directions and enabling technological advances for the field are discussed.
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Affiliation(s)
- Michael J Hammerling
- Department of Chemical and Biological Engineering, Center for Synthetic Biology, Northwestern University, 2145 Sheridan Road, Evanston, IL 60208, USA
| | - Antje Krüger
- Department of Chemical and Biological Engineering, Center for Synthetic Biology, Northwestern University, 2145 Sheridan Road, Evanston, IL 60208, USA
| | - Michael C Jewett
- Department of Chemical and Biological Engineering, Center for Synthetic Biology, Northwestern University, 2145 Sheridan Road, Evanston, IL 60208, USA
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74
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RNA nanotechnology in synthetic biology. Curr Opin Biotechnol 2020; 63:135-141. [PMID: 32035339 DOI: 10.1016/j.copbio.2019.12.016] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Accepted: 12/16/2019] [Indexed: 01/04/2023]
Abstract
We review recent advances in the design and expression of synthetic RNA sequences inside cells, to regulate gene expression and to achieve spatial localization of components. We focus on approaches that exploit the programmability of the secondary and tertiary structure of RNA to build scalable and modular devices that fold spontaneously and have the capacity to respond to environmental inputs.
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75
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Ayoubi-Joshaghani MH, Dianat-Moghadam H, Seidi K, Jahanban-Esfahalan A, Zare P, Jahanban-Esfahlan R. Cell-free protein synthesis: The transition from batch reactions to minimal cells and microfluidic devices. Biotechnol Bioeng 2020; 117:1204-1229. [PMID: 31840797 DOI: 10.1002/bit.27248] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Revised: 11/23/2019] [Accepted: 12/09/2019] [Indexed: 12/13/2022]
Abstract
Thanks to the synthetic biology, the laborious and restrictive procedure for producing a target protein in living microorganisms by biotechnological approaches can now experience a robust, pliant yet efficient alternative. The new system combined with lab-on-chip microfluidic devices and nanotechnology offers a tremendous potential envisioning novel cell-free formats such as DNA brushes, hydrogels, vesicular particles, droplets, as well as solid surfaces. Acting as robust microreactors/microcompartments/minimal cells, the new platforms can be tuned to perform various tasks in a parallel and integrated manner encompassing gene expression, protein synthesis, purification, detection, and finally enabling cell-cell signaling to bring a collective cell behavior, such as directing differentiation process, characteristics of higher order entities, and beyond. In this review, we issue an update on recent cell-free protein synthesis (CFPS) formats. Furthermore, the latest advances and applications of CFPS for synthetic biology and biotechnology are highlighted. In the end, contemporary challenges and future opportunities of CFPS systems are discussed.
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Affiliation(s)
| | | | - Khaled Seidi
- Drug Applied Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | | | - Peyman Zare
- Faculty of Medicine, Cardinal Stefan Wyszyński University in Warsaw, Warsaw, Poland
| | - Rana Jahanban-Esfahlan
- Department of Medical Biotechnology, Faculty of Advanced Medical Sciences, Tabriz University of Medical Sciences, Tabriz, Iran.,Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
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76
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Liu X, Silverman AD, Alam KK, Iverson E, Lucks JB, Jewett MC, Raman S. Design of a Transcriptional Biosensor for the Portable, On-Demand Detection of Cyanuric Acid. ACS Synth Biol 2020; 9:84-94. [PMID: 31825601 PMCID: PMC7372534 DOI: 10.1021/acssynbio.9b00348] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Rapid molecular biosensing is an emerging application area for synthetic biology. Here, we engineer a portable biosensor for cyanuric acid (CYA), an analyte of interest for human and environmental health, using a LysR-type transcription regulator (LTTR) from Pseudomonas within the context of Escherichia coli gene expression machinery. To overcome cross-host portability challenges of LTTRs, we rationally engineered hybrid Pseudomonas-E. coli promoters by integrating DNA elements required for transcriptional activity and ligand-dependent regulation from both hosts, which enabled E. coli to function as a whole-cell biosensor for CYA. To alleviate challenges of whole-cell biosensing, we adapted these promoter designs to function within a freeze-dried E. coli cell-free system to sense CYA. This portable, on-demand system robustly detects CYA within an hour from laboratory and real-world samples and works with both fluorescent and colorimetric reporters. This work elucidates general principles to facilitate the engineering of a wider array of LTTR-based environmental sensors.
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Affiliation(s)
- Xiangyang Liu
- Biophysics Graduate Program, University of Wisconsin, Madison, WI, USA
| | - Adam D. Silverman
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA
- Center for Synthetic Biology, Northwestern University, Evanston, IL, USA
- Center for Water Research, Northwestern University, Evanston, IL, USA
| | - Khalid K. Alam
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA
- Center for Synthetic Biology, Northwestern University, Evanston, IL, USA
- Center for Water Research, Northwestern University, Evanston, IL, USA
| | - Erik Iverson
- Department of Biochemistry, University of Wisconsin, Madison, WI, USA
| | - Julius B. Lucks
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA
- Center for Synthetic Biology, Northwestern University, Evanston, IL, USA
- Center for Water Research, Northwestern University, Evanston, IL, USA
| | - Michael C. Jewett
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA
- Center for Synthetic Biology, Northwestern University, Evanston, IL, USA
| | - Srivatsan Raman
- Department of Biochemistry, University of Wisconsin, Madison, WI, USA
- Department of Bacteriology, University of Wisconsin, Madison, WI, USA
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77
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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: 7.8] [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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78
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Meyer A, Saaem I, Silverman A, Varaljay VA, Mickol R, Blum S, Tobias AV, Schwalm ND, Mojadedi W, Onderko E, Bristol C, Liu S, Pratt K, Casini A, Eluere R, Moser F, Drake C, Gupta M, Kelley-Loughnane N, Lucks JP, Akingbade KL, Lux MP, Glaven S, Crookes-Goodson W, Jewett MC, Gordon DB, Voigt CA. Organism Engineering for the Bioproduction of the Triaminotrinitrobenzene (TATB) Precursor Phloroglucinol (PG). ACS Synth Biol 2019; 8:2746-2755. [PMID: 31750651 DOI: 10.1021/acssynbio.9b00393] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Organism engineering requires the selection of an appropriate chassis, editing its genome, combining traits from different source species, and controlling genes with synthetic circuits. When a strain is needed for a new target objective, for example, to produce a chemical-of-need, the best strains, genes, techniques, software, and expertise may be distributed across laboratories. Here, we report a project where we were assigned phloroglucinol (PG) as a target, and then combined unique capabilities across the United States Army, Navy, and Air Force service laboratories with the shared goal of designing an organism to produce this molecule. In addition to the laboratory strain Escherichia coli, organisms were screened from soil and seawater. Putative PG-producing enzymes were mined from a strain bank of bacteria isolated from aircraft and fuel depots. The best enzyme was introduced into the ocean strain Marinobacter atlanticus CP1 with its genome edited to redirect carbon flux from natural fatty acid ester (FAE) production. PG production was also attempted in Bacillus subtilis and Clostridium acetobutylicum. A genetic circuit was constructed in E. coli that responds to PG accumulation, which was then ported to an in vitro paper-based system that could serve as a platform for future low-cost strain screening or for in-field sensing. Collectively, these efforts show how distributed biotechnology laboratories with domain-specific expertise can be marshalled to quickly provide a solution for a targeted organism engineering project, and highlights data and material sharing protocols needed to accelerate future efforts.
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Affiliation(s)
- Adam Meyer
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Ishtiaq Saaem
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- The Foundry, 75 Ames Street, Cambridge Massachusetts 02142, United States
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
| | - Adam Silverman
- Center for Synthetic Biology, Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Vanessa A. Varaljay
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio 45433, United States
| | - Rebecca Mickol
- American Society for Engineering Education, 1818 N Street NW Suite 600, Washington, D.C. 20036, United States
| | - Steven Blum
- U.S. Army Combat Capabilities Development Command Chemical Biological Center, 8198 Blackhawk Road, Aberdeen Proving Ground, Maryland 21010, United States
| | - Alexander V. Tobias
- U.S. Army Research Laboratory, FCDD-RLS-EB, 2800 Powder Mill Road, Adelphi, Maryland 20783, United States
| | - Nathan D. Schwalm
- U.S. Army Research Laboratory, FCDD-RLS-EB, 2800 Powder Mill Road, Adelphi, Maryland 20783, United States
| | - Wais Mojadedi
- Oak Ridge Associate Universities, P.O.
Box 117, MS-29, Oak Ridge, Tennessee 37831, United States
| | - Elizabeth Onderko
- National Research Council, 500 5th Street NW, Washington, D.C. 20001, United States
| | - Cassandra Bristol
- The Foundry, 75 Ames Street, Cambridge Massachusetts 02142, United States
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
| | - Shangtao Liu
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- The Foundry, 75 Ames Street, Cambridge Massachusetts 02142, United States
| | - Katelin Pratt
- The Foundry, 75 Ames Street, Cambridge Massachusetts 02142, United States
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
| | - Arturo Casini
- The Foundry, 75 Ames Street, Cambridge Massachusetts 02142, United States
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
| | - Raissa Eluere
- The Foundry, 75 Ames Street, Cambridge Massachusetts 02142, United States
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
| | - Felix Moser
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Carrie Drake
- UES, Inc., 4401 Dayton-Xenia Road, Dayton, Ohio 45432, United States
| | - Maneesh Gupta
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio 45433, United States
| | - Nancy Kelley-Loughnane
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio 45433, United States
| | - Julius P. Lucks
- Center for Synthetic Biology, Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Katherine L. Akingbade
- U.S. Army Research Laboratory, FCDD-RLS-EB, 2800 Powder Mill Road, Adelphi, Maryland 20783, United States
| | - Matthew P. Lux
- U.S. Army Combat Capabilities Development Command Chemical Biological Center, 8198 Blackhawk Road, Aberdeen Proving Ground, Maryland 21010, United States
| | - Sarah Glaven
- Center for Bio/Molecular Science and Engineering, Naval Research Laboratory, Washington, D.C. 20375, United States
| | - Wendy Crookes-Goodson
- Soft Matter Materials Branch, Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, Ohio 45433, United States
| | - Michael C. Jewett
- Center for Synthetic Biology, Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - D. Benjamin Gordon
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- The Foundry, 75 Ames Street, Cambridge Massachusetts 02142, United States
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
| | - Christopher A. Voigt
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- The Foundry, 75 Ames Street, Cambridge Massachusetts 02142, United States
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79
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Silverman AD, Karim AS, Jewett MC. Cell-free gene expression: an expanded repertoire of applications. Nat Rev Genet 2019; 21:151-170. [DOI: 10.1038/s41576-019-0186-3] [Citation(s) in RCA: 246] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/07/2019] [Indexed: 12/24/2022]
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80
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Kim J, Zhou Y, Carlson PD, Teichmann M, Chaudhary S, Simmel FC, Silver PA, Collins JJ, Lucks JB, Yin P, Green AA. De novo-designed translation-repressing riboregulators for multi-input cellular logic. Nat Chem Biol 2019; 15:1173-1182. [PMID: 31686032 PMCID: PMC6864284 DOI: 10.1038/s41589-019-0388-1] [Citation(s) in RCA: 85] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2018] [Accepted: 09/10/2019] [Indexed: 01/24/2023]
Abstract
Efforts to construct synthetic biological circuits with more complex functions have often been hindered by the idiosyncratic behavior, limited dynamic range, and crosstalk of commonly utilized parts. Here, we employ de novo RNA design to develop two high-performance translational repressors with sensing and logic capabilities. These synthetic riboregulators, termed toehold repressors and three-way junction (3WJ) repressors, detect transcripts with nearly arbitrary sequences, repress gene expression by up to 300-fold, and yield orthogonal sets of up to 15 devices. Automated forward engineering is used to improve toehold repressor dynamic range and SHAPE-Seq is applied to confirm the designed switching mechanism of 3WJ repressors in living cells. We integrate the modular repressors into biological circuits that execute universal NAND and NOR logic and evaluate the four-input expression NOT ((A1 AND A2) OR (B1 AND B2)) in Escherichia coli. These capabilities make toehold and 3WJ repressors valuable new tools for biotechnological applications.
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Affiliation(s)
- Jongmin Kim
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA.,Integrative Biosciences and Biotechnology, Pohang University of Science and Technology, Pohang, Gyeongbuk, Republic of Korea
| | - Yu Zhou
- Biodesign Center for Molecular Design and Biomimetics, The Biodesign Institute, Arizona State University, Tempe, AZ, USA.,School of Molecular Sciences, Arizona State University, Tempe, AZ, USA
| | - Paul D Carlson
- Robert F. Smith School of Chemical and Biomolecular Engineering, Cornell University, Ithaca, NY, USA.,Center for Synthetic Biology, Northwestern University, Evanston, IL, USA
| | - Mario Teichmann
- Physics Department E14 and ZNN/WSI, Technische Universität München, Garching, Germany
| | - Soma Chaudhary
- Biodesign Center for Molecular Design and Biomimetics, The Biodesign Institute, Arizona State University, Tempe, AZ, USA.,School of Molecular Sciences, Arizona State University, Tempe, AZ, USA
| | - Friedrich C Simmel
- Physics Department E14 and ZNN/WSI, Technische Universität München, Garching, Germany.,Nanosystems Initiative Munich, Munich, Germany
| | - Pamela A Silver
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA.,Department of Systems Biology, Harvard Medical School, Boston, MA, USA
| | - James J Collins
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA.,Institute for Medical Engineering and Science, Department of Biological Engineering, and Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Julius B Lucks
- Center for Synthetic Biology, Northwestern University, Evanston, IL, USA.,Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA
| | - Peng Yin
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA. .,Department of Systems Biology, Harvard Medical School, Boston, MA, USA.
| | - Alexander A Green
- Biodesign Center for Molecular Design and Biomimetics, The Biodesign Institute, Arizona State University, Tempe, AZ, USA. .,School of Molecular Sciences, Arizona State University, Tempe, AZ, USA.
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81
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Synthetic bionanotechnology: synthetic biology finds a toehold in nanotechnology. Emerg Top Life Sci 2019; 3:507-516. [PMID: 33523177 PMCID: PMC7288988 DOI: 10.1042/etls20190100] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 09/30/2019] [Accepted: 10/07/2019] [Indexed: 12/23/2022]
Abstract
Enabled by its central role in the molecular networks that govern cell function, RNA has been widely used for constructing components used in biological circuits for synthetic biology. Nucleic acid nanotechnology, which exploits predictable nucleic acid interactions to implement programmable molecular systems, has seen remarkable advances in in vitro nanoscale self-assembly and molecular computation, enabling the production of complex nanostructures and DNA-based neural networks. Living cells genetically engineered to execute nucleic acid nanotechnology programs thus have outstanding potential to significantly extend the current limits of synthetic biology. This perspective discusses the recent developments and future challenges in the field of synthetic bionanotechnology. Thus far, researchers in this emerging area have implemented dozens of programmable RNA nanodevices that provide precise control over gene expression at the transcriptional and translational levels and through CRISPR/Cas effectors. Moreover, they have employed synthetic self-assembling RNA networks in engineered bacteria to carry out computations featuring up to a dozen inputs and to substantially enhance the rate of chemical synthesis. Continued advancement of the field will benefit from improved in vivo strategies for streamlining nucleic acid network synthesis and new approaches for enhancing network function. As the field matures and the complexity gap between in vitro and in vivo systems narrows, synthetic bionanotechnology promises to have diverse potential applications ranging from intracellular circuits that detect and treat disease to synthetic enzymatic pathways that efficiently produce novel drug molecules.
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82
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Malik YS, Verma AK, Kumar N, Touil N, Karthik K, Tiwari R, Bora DP, Dhama K, Ghosh S, Hemida MG, Abdel-Moneim AS, Bányai K, Vlasova AN, Kobayashi N, Singh RK. Advances in Diagnostic Approaches for Viral Etiologies of Diarrhea: From the Lab to the Field. Front Microbiol 2019; 10:1957. [PMID: 31608017 PMCID: PMC6758846 DOI: 10.3389/fmicb.2019.01957] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Accepted: 08/08/2019] [Indexed: 12/25/2022] Open
Abstract
The applications of correct diagnostic approaches play a decisive role in timely containment of infectious diseases spread and mitigation of public health risks. Nevertheless, there is a need to update the diagnostics regularly to capture the new, emergent, and highly divergent viruses. Acute gastroenteritis of viral origin has been identified as a significant cause of mortality across the globe, with the more serious consequences seen at the extremes of age groups (young and elderly) and immune-compromised individuals. Therefore, significant advancements and efforts have been put in the development of enteric virus diagnostics to meet the WHO ASSURED criteria as a benchmark over the years. The Enzyme-Linked Immunosorbent (ELISA) and Polymerase Chain Reaction (PCR) are the basic assays that provided the platform for development of several efficient diagnostics such as real-time RT-PCR, loop-mediated isothermal amplification (LAMP), polymerase spiral reaction (PSR), biosensors, microarrays and next generation sequencing. Herein, we describe and discuss the applications of these advanced technologies in context to enteric virus detection by delineating their features, advantages and limitations.
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Affiliation(s)
- Yashpal Singh Malik
- Division of Biological Standardization, Indian Council of Agricultural Research-Indian Veterinary Research Institute, Izatnagar, India
| | - Atul Kumar Verma
- Division of Biological Standardization, Indian Council of Agricultural Research-Indian Veterinary Research Institute, Izatnagar, India
| | - Naveen Kumar
- ICAR-National Institute of High Security Animal Diseases, OIE Reference Laboratory for Avian Influenza, Bhopal, India
| | - Nadia Touil
- Laboratoire de Biosécurité et de Recherche, Hôpital Militaire d’Instruction Mohammed V, Rabat, Morocco
| | - Kumaragurubaran Karthik
- Central University Laboratory, Tamil Nadu Veterinary and Animal Sciences University, Chennai, India
| | - Ruchi Tiwari
- Department of Veterinary Microbiology & Immunology, College of Veterinary Sciences, DUVASU, Mathura, India
| | - Durlav Prasad Bora
- Department of Microbiology, College of Veterinary Science, Assam Agricultural University, Guwahati, India
| | - Kuldeep Dhama
- Division of Pathology, Indian Council of Agricultural Research-Indian Veterinary Research Institute, Izatnagar, India
| | - Souvik Ghosh
- Department of Biomedical Sciences, One Health Center for Zoonoses and Tropical Veterinary Medicine, Ross University School of Veterinary Medicine, Basseterre, Saint Kitts and Nevis
| | - Maged Gomaa Hemida
- Department of Microbiology and Parasitology, College of Veterinary Medicine, King Faisal University, Al-Hufuf, Saudi Arabia
- Department of Virology, Faculty of Veterinary Medicine, Kafrelsheikh University, Kafrelsheikh, Egypt
| | - Ahmed S. Abdel-Moneim
- Department of Microbiology, College of Medicine, Taif University, Taif, Saudi Arabia
- Department of Virology, Faculty of Veterinary Medicine, Beni Suef University, Beni Suef, Egypt
| | - Krisztián Bányai
- Institute for Veterinary Medical Research, Centre for Agricultural Research, Hungarian Academy of Sciences, Budapest, Hungary
| | - Anastasia N. Vlasova
- Food Animal Health Research Program, Department of Veterinary Preventive Medicine, CFAES, Ohio Agricultural Research and Development Center, The Ohio State University, Wooster, OH, United States
| | | | - Raj Kumar Singh
- Division of Biological Standardization, Indian Council of Agricultural Research-Indian Veterinary Research Institute, Izatnagar, India
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83
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Jeong D, Klocke M, Agarwal S, Kim J, Choi S, Franco E, Kim J. Cell-Free Synthetic Biology Platform for Engineering Synthetic Biological Circuits and Systems. Methods Protoc 2019; 2:E39. [PMID: 31164618 PMCID: PMC6632179 DOI: 10.3390/mps2020039] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 04/12/2019] [Accepted: 05/08/2019] [Indexed: 01/07/2023] Open
Abstract
Synthetic biology brings engineering disciplines to create novel biological systems for biomedical and technological applications. The substantial growth of the synthetic biology field in the past decade is poised to transform biotechnology and medicine. To streamline design processes and facilitate debugging of complex synthetic circuits, cell-free synthetic biology approaches has reached broad research communities both in academia and industry. By recapitulating gene expression systems in vitro, cell-free expression systems offer flexibility to explore beyond the confines of living cells and allow networking of synthetic and natural systems. Here, we review the capabilities of the current cell-free platforms, focusing on nucleic acid-based molecular programs and circuit construction. We survey the recent developments including cell-free transcription-translation platforms, DNA nanostructures and circuits, and novel classes of riboregulators. The links to mathematical models and the prospects of cell-free synthetic biology platforms will also be discussed.
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Affiliation(s)
- Dohyun Jeong
- Division of Integrative Biosciences and Biotechnology, Pohang University of Science and Technology, 77 Cheongam-ro, Pohang, Gyeongbuk 37673, Korea.
| | - Melissa Klocke
- Department of Mechanical Engineering, University of California at Riverside, 900 University Ave, Riverside, CA 92521, USA.
| | - Siddharth Agarwal
- Department of Mechanical Engineering, University of California at Riverside, 900 University Ave, Riverside, CA 92521, USA.
| | - Jeongwon Kim
- Division of Integrative Biosciences and Biotechnology, Pohang University of Science and Technology, 77 Cheongam-ro, Pohang, Gyeongbuk 37673, Korea.
| | - Seungdo Choi
- Division of Integrative Biosciences and Biotechnology, Pohang University of Science and Technology, 77 Cheongam-ro, Pohang, Gyeongbuk 37673, Korea.
| | - Elisa Franco
- Department of Mechanical and Aerospace Engineering, University of California at Los Angeles, 420 Westwood Plaza, Los Angeles, CA 90095, USA.
| | - Jongmin Kim
- Division of Integrative Biosciences and Biotechnology, Pohang University of Science and Technology, 77 Cheongam-ro, Pohang, Gyeongbuk 37673, Korea.
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84
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Wan X, Volpetti F, Petrova E, French C, Maerkl SJ, Wang B. Cascaded amplifying circuits enable ultrasensitive cellular sensors for toxic metals. Nat Chem Biol 2019; 15:540-548. [PMID: 30911179 DOI: 10.1038/s41589-019-0244-3] [Citation(s) in RCA: 159] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Accepted: 02/11/2019] [Indexed: 11/09/2022]
Abstract
Cell-based biosensors have great potential to detect various toxic and pathogenic contaminants in aqueous environments. However, frequently they cannot meet practical requirements due to insufficient sensing performance. To address this issue, we investigated a modular, cascaded signal amplifying methodology. We first tuned intracellular sensory receptor densities to increase sensitivity, and then engineered multi-layered transcriptional amplifiers to sequentially boost output expression level. We demonstrated these strategies by engineering ultrasensitive bacterial sensors for arsenic and mercury, and improved detection limit and output up to 5,000-fold and 750-fold, respectively. Coupled by leakage regulation approaches, we developed an encapsulated microbial sensor cell array for low-cost, portable and precise field monitoring, where the analyte can be readily quantified via displaying an easy-to-interpret volume bar-like pattern. The ultrasensitive signal amplifying methodology along with the background regulation and the sensing platform will be widely applicable to many other cell-based sensors, paving the way for their real-world applications.
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Affiliation(s)
- Xinyi Wan
- School of Biological Sciences, University of Edinburgh, Edinburgh, UK.,Centre for Synthetic and Systems Biology, University of Edinburgh, Edinburgh, UK
| | - Francesca Volpetti
- Institute of Bioengineering, School of Engineering, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland
| | - Ekaterina Petrova
- Institute of Bioengineering, School of Engineering, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland
| | - Chris French
- School of Biological Sciences, University of Edinburgh, Edinburgh, UK.,Centre for Synthetic and Systems Biology, University of Edinburgh, Edinburgh, UK
| | - Sebastian J Maerkl
- Institute of Bioengineering, School of Engineering, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland
| | - Baojun Wang
- School of Biological Sciences, University of Edinburgh, Edinburgh, UK. .,Centre for Synthetic and Systems Biology, University of Edinburgh, Edinburgh, UK.
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