1
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Rezvani RN, Aw R, Chan W, Satish K, Chen H, Lavy A, Rimal S, Patel DA, Rao G, Swartz JR, DeLisa MP, Kvam E, Karim AS, Krüger A, Kightlinger W, Jewett MC. Scalable Cell-Free Production of Active T7 RNA Polymerase. Biotechnol Bioeng 2025. [PMID: 40296704 DOI: 10.1002/bit.28993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Revised: 04/01/2025] [Accepted: 04/02/2025] [Indexed: 04/30/2025]
Abstract
The SARS-CoV-2 pandemic highlighted the urgent need for biomanufacturing paradigms that are robust and fast. Here, we demonstrate the rapid process development and scalable cell-free production of T7 RNA polymerase, a critical component in mRNA vaccine synthesis. We carry out a 1-L cell-free gene expression (CFE) reaction that achieves over 90% purity, low endotoxin levels, and enhanced activity relative to commercial T7 RNA polymerase. To achieve this demonstration, we implement rolling circle amplification to circumvent difficulties in DNA template generation, and tune cell-free reaction conditions, such as temperature, additives, purification tags, and agitation, to boost yields. We achieve production of a similar quality and titer of T7 RNA polymerase over more than four orders of magnitude in reaction volume. This proof of principle positions CFE as a viable solution for decentralized biotherapeutic manufacturing, enhancing preparedness for future public health crises or emergent threats.
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Affiliation(s)
- Ryan N Rezvani
- Cell-free Protein Synthesis and Microbial Process Development, National Resilience Inc., San Diego, California, USA
| | - Rochelle Aw
- Department of Bioengineering, Stanford University, Stanford, California, USA
| | - Wei Chan
- Cell-free Protein Synthesis and Microbial Process Development, National Resilience Inc., San Diego, California, USA
| | - Krishnathreya Satish
- Cell-free Protein Synthesis and Microbial Process Development, National Resilience Inc., San Diego, California, USA
| | - Han Chen
- Cell-free Protein Synthesis and Microbial Process Development, National Resilience Inc., San Diego, California, USA
| | - Adi Lavy
- Cell-free Protein Synthesis and Microbial Process Development, National Resilience Inc., San Diego, California, USA
| | - Swechha Rimal
- Cell-free Protein Synthesis and Microbial Process Development, National Resilience Inc., San Diego, California, USA
| | - Divyesh A Patel
- Cell-free Protein Synthesis and Microbial Process Development, National Resilience Inc., San Diego, California, USA
| | - Govind Rao
- Center for Advanced Sensor Technology and Department of Chemical, Biochemical and Environmental Engineering, University of Maryland, Baltimore, Maryland, USA
| | - James R Swartz
- Department of Chemical Engineering and Department of Bioengineering, Stanford University, Stanford, California, USA
| | - Matthew P DeLisa
- Robert F. Smith School of Chemical and Biomolecular Engineering, Cornell University, Ithaca, New York, USA
| | - Erik Kvam
- GE HealthCare Technology and Innovation Center, Niskayuna, New York, USA
| | - Ashty S Karim
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois, USA
| | - Antje Krüger
- Cell-free Protein Synthesis and Microbial Process Development, National Resilience Inc., San Diego, California, USA
| | - Weston Kightlinger
- Cell-free Protein Synthesis and Microbial Process Development, National Resilience Inc., San Diego, California, USA
| | - Michael C Jewett
- Department of Bioengineering, Stanford University, Stanford, California, USA
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2
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Peng R, Yuqing F, Wiggins TJ, Bahadori N, Rogers JS, Waitkus J, Chen Y, Tobin GJ, Dollery SJ, Du K. Multiple-Channel Funnel Adapted Sensing Tube (MFAST) for the Simple and Duplex Detection of Parasites. ACS Sens 2025; 10:2678-2688. [PMID: 40150790 DOI: 10.1021/acssensors.4c03306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2025]
Abstract
Leishmaniasis poses a significant global health threat, infecting millions of people annually, particularly in tropical and subtropical regions. Timely and accurate detection of the Leishmania species is crucial for effective treatment and control of this debilitating disease. This study introduces the multi-channel funnel adapted sensing tube (MFAST) chip, a simple diagnostic tool designed for the rapid detection of Leishmania panamensis. MFAST is fabricated through 3D printing and sacrificial molding of acrylonitrile butadiene styrene (ABS) and the reagents are transported between reservoirs by gravity. We combine experiments and finite element analysis to facilitate smoother fluid flow, improving the overall performance of the device. Highly sensitive and specific RPA-CRISPR/Cas12a assay is utilized in the chip, achieving a detection limit as low as 1000 parasites/mL (detecting as few as 5 parasites per reaction). The multichannel design enables duplex detection, allowing for simultaneous identification of both L. braziliensis and L. panamensis through distinct channels. Furthermore, stability tests indicate that lyophilized reagents retain functionality for up to 15 days when stored at 4 °C, underscoring the potential of this chip for practical diagnostic applications in low-resource settings.
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Affiliation(s)
- Ruonan Peng
- Department of Chemical and Environmental Engineering, University of California, Riverside, 900 University Ave, Riverside, California 92507, United States
| | - Fnu Yuqing
- Department of Chemical and Environmental Engineering, University of California, Riverside, 900 University Ave, Riverside, California 92507, United States
- Department of Mechanical Engineering, University of California, Riverside, 900 University Ave, Riverside, California 92507, United States
| | - Taralyn J Wiggins
- Biological Mimetics, Inc., 124 Byte Drive, Frederick, Maryland 21702, United States
| | - Negin Bahadori
- Department of Chemical and Environmental Engineering, University of California, Riverside, 900 University Ave, Riverside, California 92507, United States
- Mechanical Engineering, College of Engineering and Science, Louisiana Tech University, Ruston, Louisiana 71272, United States
| | - Joshua S Rogers
- Charlie Dunlop School of Biological Sciences, University in Irvine, California, 402 Physical Sciences Quad, Irvine, California 92697, United States
| | - Jacob Waitkus
- Department of Chemical and Environmental Engineering, University of California, Riverside, 900 University Ave, Riverside, California 92507, United States
| | - Yun Chen
- Mechanical Engineering, College of Engineering and Science, Louisiana Tech University, Ruston, Louisiana 71272, United States
- Department of Mechanical Engineering, California State Polytechnic University, Pomona, California 91768, United States
| | - Gregory J Tobin
- Biological Mimetics, Inc., 124 Byte Drive, Frederick, Maryland 21702, United States
| | - Stephen J Dollery
- Biological Mimetics, Inc., 124 Byte Drive, Frederick, Maryland 21702, United States
| | - Ke Du
- Department of Chemical and Environmental Engineering, University of California, Riverside, 900 University Ave, Riverside, California 92507, United States
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3
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Dai T, Guo Y, Wen T, Yu S, Tao Y, Liu Z. Establishment of a Rapid Detection Technique Based on RPA-LFD and RPA-CRISPR/Cas12a on Phytophthora pini. Microorganisms 2025; 13:863. [PMID: 40284699 PMCID: PMC12029582 DOI: 10.3390/microorganisms13040863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2025] [Revised: 04/08/2025] [Accepted: 04/08/2025] [Indexed: 04/29/2025] Open
Abstract
Phytophthora pini, a globally dispersed plant pathogen, poses a significant threat to natural ecosystems and cultivated horticultural crops. Early and precise detection of P. pini is essential for effective disease management. This study focused on developing specific, rapid, and sensitive molecular diagnostic techniques to identify the pathogenic oomycete P. pini. We employed recombinase polymerase amplification with lateral flow device (RPA-LFD) and RPA combined with CRISPR/Cas12a. The RPA-LFD method can identify P. pini at concentrations as low as 10 pg/μL in 30 min, while the RPA-CRISPR/Cas12a approach can detect the pathogen at 1 pg/μL in approximately 50 min. These methods are highly effective in identifying disease caused by P. pini and provide a basis for future field detection, which may reduce the economic losses associated with this devastating disease.
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Affiliation(s)
- Tingting Dai
- Co-Innovation Center for the Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China; (Y.G.); (T.W.); (Y.T.); (Z.L.)
- Advanced Analysis and Testing Center, Nanjing Forestry University, Nanjing 210037, China
| | - Yufang Guo
- Co-Innovation Center for the Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China; (Y.G.); (T.W.); (Y.T.); (Z.L.)
| | - Tongyue Wen
- Co-Innovation Center for the Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China; (Y.G.); (T.W.); (Y.T.); (Z.L.)
| | - Sinong Yu
- Modern Forestry Innovation Center of Yancheng State-Owned Forest Farm, Yancheng 224049, China;
| | - Yuan Tao
- Co-Innovation Center for the Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China; (Y.G.); (T.W.); (Y.T.); (Z.L.)
| | - Zhuo Liu
- Co-Innovation Center for the Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing 210037, China; (Y.G.); (T.W.); (Y.T.); (Z.L.)
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4
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Lay CG, Burks GR, Li Z, Barrick JE, Schroeder CM, Karim AS, Jewett MC. Cell-Free Expression of Soluble Leafhopper Proteins from Brochosomes. ACS Synth Biol 2025; 14:987-994. [PMID: 40052868 DOI: 10.1021/acssynbio.4c00773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/22/2025]
Abstract
Brochosomes are proteinaceous nanostructures produced by leafhopper insects with superhydrophobic and antireflective properties. Unfortunately, the production and study of brochosome-based materials has been limited by poor understanding of their major constituent subunit proteins, known as brochosomins, as well as their sensitivity to redox conditions due to essential disulfide bonds. Here, we used cell-free gene expression (CFE) to achieve recombinant production and analysis of brochosomin proteins. Through the optimization of redox environment, reaction temperature, and disulfide bond isomerase concentration, we achieved soluble brochosomin yields of up to 341 ± 30 μg/mL. Analysis using dynamic light scattering and transmission electron microscopy revealed distinct aggregation patterns among cell-free mixtures with different expressed brochosomins. We anticipate that the CFE methods developed here will accelerate the ability to change the geometries and properties of natural and modified brochosomes, as well as facilitate the expression and structural analysis of other poorly understood protein complexes.
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Affiliation(s)
- Caleb G Lay
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Center for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
| | - Gabriel R Burks
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, Indiana 46556, United States
| | - Zheng Li
- Department of Integrative Biology, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Jeffrey E Barrick
- Department of Molecular Biosciences, Center for Systems and Synthetic Biology, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Charles M Schroeder
- Department of Materials Science and Engineering, University of Illinois Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Ashty S Karim
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Center for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
| | - Michael C Jewett
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Center for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
- Department of Bioengineering, Stanford University, Stanford, California 94305, United States
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5
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Yang Y, Gan Y, Xu W, Huang Y, Xin T, Tan R, Song J. Analysis of Whole-Genome for Alternaria Species Identification. J Fungi (Basel) 2025; 11:185. [PMID: 40137223 PMCID: PMC11943077 DOI: 10.3390/jof11030185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2025] [Revised: 02/16/2025] [Accepted: 02/21/2025] [Indexed: 03/27/2025] Open
Abstract
The genus Alternaria, functioning as a saprobe, endophyte, and plant pathogen, is widely distributed across various natural and human-impacted environments. Leaf spot and black spot diseases, caused by Alternaria species, are the most prevalent plant diseases within this genus, leading to significant reductions in crop yields and substantial economic losses. To facilitate the timely detection of Alternaria species during the early stages of infection, enable targeted treatments, and mitigate associated damages, we employed a species identification method based on Analysis of whole-GEnome (AGE). We downloaded 148 genomes, including 31 Alternaria species, from the NCBI GenBank database. Through bioinformatics analysis, we constructed a specific-target sequence library and selected a representative sequence per species. The specific target sequences of the seven exemplary Alternaria species were subsequently used for validation and rapid detection, utilizing Sanger sequencing and CRISPR-Cas12a technology, respectively. The results demonstrated that our method accurately identified the target species. Additionally, by combining Enzymatic Recombinase Amplification (ERA) with CRISPR-Cas12a, we achieved rapid and precise identification of genomic DNA samples, with a detection limit as low as 0.01 ng/µL within 30 min. Therefore, AGE proves to be a highly robust and efficient method for the detection of Alternaria species, offering broad potential for various applications.
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Affiliation(s)
- Ying Yang
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China
- State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China
| | - Yutong Gan
- State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China
| | - Wenjie Xu
- State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China
| | - Yuanhao Huang
- State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China
| | - Tianyi Xin
- State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China
| | - Rui Tan
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China
| | - Jingyuan Song
- State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing 100193, China
- Key Laboratory of Chinese Medicine Resources Conservation, State Administration of Traditional Chinese Medicine of the People’s Republic of China, Engineering Research Center of Chinese Medicine Resource, Ministry of Education, Beijing 100193, China
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6
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Hunt A, Rasor BJ, Seki K, Ekas HM, Warfel KF, Karim AS, Jewett MC. Cell-Free Gene Expression: Methods and Applications. Chem Rev 2025; 125:91-149. [PMID: 39700225 PMCID: PMC11719329 DOI: 10.1021/acs.chemrev.4c00116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 07/29/2024] [Accepted: 10/21/2024] [Indexed: 12/21/2024]
Abstract
Cell-free gene expression (CFE) systems empower synthetic biologists to build biological molecules and processes outside of living intact cells. The foundational principle is that precise, complex biomolecular transformations can be conducted in purified enzyme or crude cell lysate systems. This concept circumvents mechanisms that have evolved to facilitate species survival, bypasses limitations on molecular transport across the cell wall, and provides a significant departure from traditional, cell-based processes that rely on microscopic cellular "reactors." In addition, cell-free systems are inherently distributable through freeze-drying, which allows simple distribution before rehydration at the point-of-use. Furthermore, as cell-free systems are nonliving, they provide built-in safeguards for biocontainment without the constraints attendant on genetically modified organisms. These features have led to a significant increase in the development and use of CFE systems over the past two decades. Here, we discuss recent advances in CFE systems and highlight how they are transforming efforts to build cells, control genetic networks, and manufacture biobased products.
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Affiliation(s)
- Andrew
C. Hunt
- Department
of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Center
for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
| | - Blake J. Rasor
- Department
of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Center
for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
| | - Kosuke Seki
- Department
of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Center
for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
| | - Holly M. Ekas
- Department
of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Center
for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
| | - Katherine F. Warfel
- Department
of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Center
for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
| | - Ashty S. Karim
- Department
of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Center
for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
| | - Michael C. Jewett
- Department
of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Center
for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
- Chemistry
of Life Processes Institute, Northwestern
University, Evanston, Illinois 60208, United States
- Robert
H. Lurie Comprehensive Cancer Center, Northwestern
University, Chicago, Illinois 60611, United States
- Department
of Bioengineering, Stanford University, Stanford, California 94305, United States
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7
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Xu T, Cao F, Dai T, Liu T. RPA-CRISPR/Cas12a-Mediated Isothermal Amplification for Rapid Detection of Phytopythium helicoides. PLANT DISEASE 2024; 108:3463-3472. [PMID: 39051993 DOI: 10.1094/pdis-06-24-1300-sr] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/27/2024]
Abstract
Phytopythium helicoides, which belongs to algae (Chromista), Oomycota, Pythiales, Pythiaceae, and Phytophthora, is a quarantine pathogen that causes brown rot of fruits, stem rot and root rot, and other symptoms that can damage several tree species in urban landscaping. Therefore, disease management requires rapid and accurate diagnosis. The present study used recombinase polymerase amplification (RPA) in conjunction with the CRISPR/CRISPR-associated protein 12a (Cas12a) system to identify P. helicoides. The test exhibited high specificity and sensitivity and could detect 10 pg.μl-1 of P. helicoides genomic DNA at 37°C within 20 min. The test results were visible by excitation of fluorophores by blue light. This groundbreaking test is able to detect P. helicoides in artificially inoculated rhododendron leaves. The RPA-CRISPR/Cas12a detection assay developed in this study is characterized by its sensitivity, efficiency, and convenience. Early detection and control of P. helicoides is crucial for the protection of urban green cover species.
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Affiliation(s)
- Tingyan Xu
- Co-Innovation Center for the Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, Jiangsu 210037, China
| | - Fuliang Cao
- Co-Innovation Center for the Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, Jiangsu 210037, China
| | - Tingting Dai
- Co-Innovation Center for the Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, Jiangsu 210037, China
| | - Tingli Liu
- School of Food Science, Nanjing Xiaozhuang University, Nanjing 211171, China
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8
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Tanifuji Y, Tong G, Hiruta Y, Citterio D. Paper-based analytical device for point-of-care nucleic acid quantification combining CRISPR/Cas12a and a personal glucose meter. Analyst 2024. [PMID: 39171545 DOI: 10.1039/d4an00905c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/23/2024]
Abstract
Although CRISPR-based nucleic acid detection has great potential in point-of-care testing due to its simplicity, it has been rarely integrated into paper-based analytical devices (PADs), which are attractive platforms to simplify assays. This work introduces a CRISPR-assisted nucleic acid quantification approach integrated into a PAD with signal readout by a personal glucose meter (PGM). Retention of magnetic beads by filter paper and pre-deposition of all required reagents by freeze-drying stabilized with trehalose enabled the indirect quantification of human papilloma virus (HPV) DNA through a PGM readout without complicated user intervention and complex reagent handling. The calculated limit of detection was 57 pM, which is comparable with other amplification-free CRISPR-based assays detecting nucleic acids. The fully integrated device exhibited good storage stability for up to 4 weeks, suggesting its applicability toward practical point-of-care nucleic acid quantification.
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Affiliation(s)
- Yohei Tanifuji
- Department of Applied Chemistry, Faculty of Science and Technology, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama 223-8522, Japan.
| | - Guodong Tong
- Department of Applied Chemistry, Faculty of Science and Technology, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama 223-8522, Japan.
| | - Yuki Hiruta
- Department of Applied Chemistry, Faculty of Science and Technology, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama 223-8522, Japan.
| | - Daniel Citterio
- Department of Applied Chemistry, Faculty of Science and Technology, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama 223-8522, Japan.
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9
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Collins M, Lau MB, Ma W, Shen A, Wang B, Cai S, La Russa M, Jewett MC, Qi LS. A frugal CRISPR kit for equitable and accessible education in gene editing and synthetic biology. Nat Commun 2024; 15:6563. [PMID: 39095367 PMCID: PMC11297044 DOI: 10.1038/s41467-024-50767-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Accepted: 07/22/2024] [Indexed: 08/04/2024] Open
Abstract
Equitable and accessible education in life sciences, bioengineering, and synthetic biology is crucial for training the next generation of scientists, fostering transparency in public decision-making, and ensuring biotechnology can benefit a wide-ranging population. As a groundbreaking technology for genome engineering, CRISPR has transformed research and therapeutics. However, hands-on exposure to this technology in educational settings remains limited due to the extensive resources required for CRISPR experiments. Here, we develop CRISPRkit, an affordable kit designed for gene editing and regulation in high school education. CRISPRkit eliminates the need for specialized equipment, prioritizes biosafety, and utilizes cost-effective reagents. By integrating CRISPRi gene regulation, colorful chromoproteins, cell-free transcription-translation systems, smartphone-based quantification, and an in-house automated algorithm (CRISPectra), our kit offers an inexpensive (~$2) and user-friendly approach to performing and analyzing CRISPR experiments, without the need for a traditional laboratory setup. Experiments conducted by high school students in classroom settings highlight the kit's utility for reliable CRISPRkit experiments. Furthermore, CRISPRkit provides a modular and expandable platform for genome engineering, and we demonstrate its applications for controlling fluorescent proteins and metabolic pathways such as melanin production. We envision CRISPRkit will facilitate biotechnology education for communities of diverse socioeconomic and geographic backgrounds.
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Affiliation(s)
- Marvin Collins
- Department of Bioengineering, Stanford University, Stanford, CA, 94305, USA
| | - Matthew B Lau
- Program of Biomedical Computation, Stanford University, Stanford, CA, 94305, USA
| | - William Ma
- Chinese International School, Hong Kong, 999077, Hong Kong SAR, China
| | - Aidan Shen
- East Chapel Hill High School, Chapel Hill, NC, 27514, USA
| | - Brenda Wang
- Department of Bioengineering, Stanford University, Stanford, CA, 94305, USA
| | - Sa Cai
- Department of Materials Science and Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Marie La Russa
- Department of Bioengineering, Stanford University, Stanford, CA, 94305, USA
| | - Michael C Jewett
- Department of Bioengineering, Stanford University, Stanford, CA, 94305, USA
| | - Lei S Qi
- Department of Bioengineering, Stanford University, Stanford, CA, 94305, USA.
- Sarafan ChEM-H, Stanford University, Stanford, CA, 94305, USA.
- Chan Zuckerberg Biohub - San Francisco, San Francisco, CA, 94158, USA.
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10
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Tanifuji Y, Suzuki H, Tong G, Hiruta Y, Citterio D. Basic evaluation of the CRISPR/Cas system stability for application to paper-based analytical devices. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2024; 16:4143-4149. [PMID: 38864392 DOI: 10.1039/d4ay00848k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2024]
Abstract
Despite the promising features of the CRISPR/Cas system for application to point-of-care nucleic acid tests, there are only a few reports on its integration into paper-based analytical devices (PADs) for the purpose of assay simplification. In most cases, paper platforms have only been used for the final signal readout in an assay otherwise performed in a test tube. Therefore, there is very limited information on the suitability of the CRISPR/Cas system for on-device reagent storage. To fill this gap, the current work primarily investigated the influence of various factors, including the type of paper, reagent drying method, effect of stabilizers, and storage condition on the storage stability of reagents necessary for CRISPR-based assays on paper substrates, by comparing the fluorescence signal emitted by the trans-cleavage of the dsDNA-activated Cas12a complex. The results obtained in the form of fluorescence signals emitted after trans-cleavage of a ssDNA probe through a dsDNA-activated Cas12a complex on paper substrates showed that CRISPR-related reagents spontaneously dried at room temperature on BSA blocked paper retained over 70% of their initial activity when stored at -20 °C for 28 days, independent of the type of paper substrates, which was improved by the addition of sucrose as a stabilizer. In addition, reagents dried on paper substrates under the optimized conditions exhibited stronger heat tolerance at temperatures above 65 °C compared to their corresponding solutions. This work is expected to contribute to the future development of fully integrated PADs relying on CRISPR/Cas systems for point-of-care applications requiring no additional reagent handling.
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Affiliation(s)
- Yohei Tanifuji
- Department of Applied Chemistry, Faculty of Science and Technology, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama, 223-8522, Japan.
| | - Hikaru Suzuki
- Department of Applied Chemistry, Faculty of Science and Technology, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama, 223-8522, Japan.
| | - Guodong Tong
- Department of Applied Chemistry, Faculty of Science and Technology, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama, 223-8522, Japan.
| | - Yuki Hiruta
- Department of Applied Chemistry, Faculty of Science and Technology, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama, 223-8522, Japan.
| | - Daniel Citterio
- Department of Applied Chemistry, Faculty of Science and Technology, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama, 223-8522, Japan.
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11
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Kofman C, Willi JA, Karim AS, Jewett MC. Ribosome Pool Engineering Increases Protein Biosynthesis Yields. ACS CENTRAL SCIENCE 2024; 10:871-881. [PMID: 38680563 PMCID: PMC11046459 DOI: 10.1021/acscentsci.3c01413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 03/07/2024] [Accepted: 03/11/2024] [Indexed: 05/01/2024]
Abstract
The biosynthetic capability of the bacterial ribosome motivates efforts to understand and harness sequence-optimized versions for synthetic biology. However, functional differences between natively occurring ribosomal RNA (rRNA) operon sequences remain poorly characterized. Here, we use an in vitro ribosome synthesis and translation platform to measure protein production capabilities of ribosomes derived from all unique combinations of 16S and 23S rRNAs from seven distinct Escherichia coli rRNA operon sequences. We observe that polymorphisms that distinguish native E. coli rRNA operons lead to significant functional changes in the resulting ribosomes, ranging from negligible or low gene expression to matching the protein production activity of the standard rRNA operon B sequence. We go on to generate strains expressing single rRNA operons and show that not only do some purified in vivo expressed homogeneous ribosome pools outperform the wild-type, heterogeneous ribosome pool but also that a crude cell lysate made from the strain expressing only operon A ribosomes shows significant yield increases for a panel of medically and industrially relevant proteins. We anticipate that ribosome pool engineering can be applied as a tool to increase yields across many protein biomanufacturing systems, as well as improve basic understanding of ribosome heterogeneity and evolution.
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Affiliation(s)
- Camila Kofman
- Department
of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Jessica A. Willi
- Department
of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Ashty S. Karim
- Department
of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Michael C. Jewett
- Department
of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Department
of Bioengineering, Stanford University, Stanford California 94305, United States
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12
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Rothschild LJ, Averesch NJH, Strychalski EA, Moser F, Glass JI, Cruz Perez R, Yekinni IO, Rothschild-Mancinelli B, Roberts Kingman GA, Wu F, Waeterschoot J, Ioannou IA, Jewett MC, Liu AP, Noireaux V, Sorenson C, Adamala KP. Building Synthetic Cells─From the Technology Infrastructure to Cellular Entities. ACS Synth Biol 2024; 13:974-997. [PMID: 38530077 PMCID: PMC11037263 DOI: 10.1021/acssynbio.3c00724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 02/01/2024] [Accepted: 02/06/2024] [Indexed: 03/27/2024]
Abstract
The de novo construction of a living organism is a compelling vision. Despite the astonishing technologies developed to modify living cells, building a functioning cell "from scratch" has yet to be accomplished. The pursuit of this goal alone has─and will─yield scientific insights affecting fields as diverse as cell biology, biotechnology, medicine, and astrobiology. Multiple approaches have aimed to create biochemical systems manifesting common characteristics of life, such as compartmentalization, metabolism, and replication and the derived features, evolution, responsiveness to stimuli, and directed movement. Significant achievements in synthesizing each of these criteria have been made, individually and in limited combinations. Here, we review these efforts, distinguish different approaches, and highlight bottlenecks in the current research. We look ahead at what work remains to be accomplished and propose a "roadmap" with key milestones to achieve the vision of building cells from molecular parts.
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Affiliation(s)
- Lynn J. Rothschild
- Space Science
& Astrobiology Division, NASA Ames Research
Center, Moffett
Field, California 94035-1000, United States
- Department
of Molecular Biology, Cell Biology and Biochemistry, Brown University, Providence, Rhode Island 02912, United States
| | - Nils J. H. Averesch
- Department
of Civil and Environmental Engineering, Stanford University, Stanford, California 94305, United States
| | | | - Felix Moser
- Synlife, One Kendall Square, Cambridge, Massachusetts 02139-1661, United States
| | - John I. Glass
- J.
Craig
Venter Institute, La Jolla, California 92037, United States
| | - Rolando Cruz Perez
- Department
of Bioengineering, Stanford University, Stanford, California 94305, United States
- Blue
Marble
Space Institute of Science at NASA Ames Research Center, Moffett Field, California 94035-1000, United
States
| | - Ibrahim O. Yekinni
- Department
of Biomedical Engineering, University of
Minnesota, Minneapolis, Minnesota 55455, United States
| | - Brooke Rothschild-Mancinelli
- School
of Chemistry and Biochemistry, Georgia Institute
of Technology, Atlanta, Georgia 30332-0150, United States
| | | | - Feilun Wu
- J. Craig
Venter Institute, Rockville, Maryland 20850, United States
| | - Jorik Waeterschoot
- Mechatronics,
Biostatistics and Sensors (MeBioS), KU Leuven, 3000 Leuven Belgium
| | - Ion A. Ioannou
- Department
of Chemistry, MSRH, Imperial College London, London W12 0BZ, U.K.
| | - Michael C. Jewett
- Department
of Bioengineering, Stanford University, Stanford, California 94305, United States
| | - Allen P. Liu
- Mechanical
Engineering & Biomedical Engineering, Cellular and Molecular Biology,
Biophysics, Applied Physics, University
of Michigan, Ann Arbor, Michigan 48109, United States
| | - Vincent Noireaux
- Physics
and Nanotechnology, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Carlise Sorenson
- Department
of Genetics, Cell Biology, and Development, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Katarzyna P. Adamala
- Department
of Genetics, Cell Biology, and Development, University of Minnesota, Minneapolis, Minnesota 55455, United States
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13
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Lee MS, Lee JA, Biondo JR, Lux JE, Raig RM, Berger PN, Bernhards CB, Kuhn DL, Gupta MK, Lux MW. Cell-Free Protein Expression in Polymer Materials. ACS Synth Biol 2024; 13:1152-1164. [PMID: 38467017 PMCID: PMC11036507 DOI: 10.1021/acssynbio.3c00628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 01/26/2024] [Accepted: 02/22/2024] [Indexed: 03/13/2024]
Abstract
While synthetic biology has advanced complex capabilities such as sensing and molecular synthesis in aqueous solutions, important applications may also be pursued for biological systems in solid materials. Harsh processing conditions used to produce many synthetic materials such as plastics make the incorporation of biological functionality challenging. One technology that shows promise in circumventing these issues is cell-free protein synthesis (CFPS), where core cellular functionality is reconstituted outside the cell. CFPS enables genetic functions to be implemented without the complications of membrane transport or concerns over the cellular viability or release of genetically modified organisms. Here, we demonstrate that dried CFPS reactions have remarkable tolerance to heat and organic solvent exposure during the casting processes for polymer materials. We demonstrate the utility of this observation by creating plastics that have spatially patterned genetic functionality, produce antimicrobials in situ, and perform sensing reactions. The resulting materials unlock the potential to deliver DNA-programmable biofunctionality in a ubiquitous class of synthetic materials.
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Affiliation(s)
- Marilyn S. Lee
- U.S.
Army Combat Capabilities Development Command Chemical Biological Center, 5183 Blackhawk Road, Aberdeen Proving Ground, Maryland 21010, United States
| | - Jennifer A. Lee
- U.S.
Army Combat Capabilities Development Command Chemical Biological Center, 5183 Blackhawk Road, Aberdeen Proving Ground, Maryland 21010, United States
- Defense
Threat Reduction Agency, 2800 Bush River Road, Gunpowder, Maryland 21010, United States
| | - John R. Biondo
- U.S.
Army Combat Capabilities Development Command Chemical Biological Center, 5183 Blackhawk Road, Aberdeen Proving Ground, Maryland 21010, United States
- Excet
Inc., 6225 Brandon Avenue,
Suite 360, Springfield, Virginia 22150, United States
| | - Jeffrey E. Lux
- US
Air Force Research Laboratory, 2179 12th Street, B652/R122, Wright-Patterson Air Force Base, Ohio 45433, United States
- UES
Inc., 4401 Dayton-Xenia
Road, Dayton, Ohio 45432, United States
| | - Rebecca M. Raig
- US
Air Force Research Laboratory, 2179 12th Street, B652/R122, Wright-Patterson Air Force Base, Ohio 45433, United States
- UES
Inc., 4401 Dayton-Xenia
Road, Dayton, Ohio 45432, United States
| | - Pierce N. Berger
- U.S.
Army Combat Capabilities Development Command Chemical Biological Center, 5183 Blackhawk Road, Aberdeen Proving Ground, Maryland 21010, United States
| | - Casey B. Bernhards
- U.S.
Army Combat Capabilities Development Command Chemical Biological Center, 5183 Blackhawk Road, Aberdeen Proving Ground, Maryland 21010, United States
| | - Danielle L. Kuhn
- U.S.
Army Combat Capabilities Development Command Chemical Biological Center, 5183 Blackhawk Road, Aberdeen Proving Ground, Maryland 21010, United States
| | - Maneesh K. Gupta
- US
Air Force Research Laboratory, 2179 12th Street, B652/R122, Wright-Patterson Air Force Base, Ohio 45433, United States
| | - Matthew W. Lux
- U.S.
Army Combat Capabilities Development Command Chemical Biological Center, 5183 Blackhawk Road, Aberdeen Proving Ground, Maryland 21010, United States
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14
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Kocalar S, Miller BM, Huang A, Gleason E, Martin K, Foley K, Copeland DS, Jewett MC, Saavedra EA, Kraves S. Validation of Cell-Free Protein Synthesis Aboard the International Space Station. ACS Synth Biol 2024; 13:942-950. [PMID: 38442491 PMCID: PMC10949350 DOI: 10.1021/acssynbio.3c00733] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 02/06/2024] [Accepted: 02/13/2024] [Indexed: 03/07/2024]
Abstract
Cell-free protein synthesis (CFPS) is a rapidly maturing in vitro gene expression platform that can be used to transcribe and translate nucleic acids at the point of need, enabling on-demand synthesis of peptide-based vaccines and biotherapeutics as well as the development of diagnostic tests for environmental contaminants and infectious agents. Unlike traditional cell-based systems, CFPS platforms do not require the maintenance of living cells and can be deployed with minimal equipment; therefore, they hold promise for applications in low-resource contexts, including spaceflight. Here, we evaluate the performance of the cell-free platform BioBits aboard the International Space Station by expressing RNA-based aptamers and fluorescent proteins that can serve as biological indicators. We validate two classes of biological sensors that detect either the small-molecule DFHBI or a specific RNA sequence. Upon detection of their respective analytes, both biological sensors produce fluorescent readouts that are visually confirmed using a hand-held fluorescence viewer and imaged for quantitative analysis. Our findings provide insights into the kinetics of cell-free transcription and translation in a microgravity environment and reveal that both biosensors perform robustly in space. Our findings lay the groundwork for portable, low-cost applications ranging from point-of-care health monitoring to on-demand detection of environmental hazards in low-resource communities both on Earth and beyond.
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Affiliation(s)
- Selin Kocalar
- Leigh
High School, 5210 Leigh
Ave, San Jose, California 95124, United States
- Massachusetts
Institute of Technology, 77 Massachusetts Ave, Cambridge, Massachusetts 02139, United States
| | - Bess M. Miller
- Division
of Genetics, Brigham and Women’s Hospital, Harvard Medical School, 75 Francis St, Boston, Massachusetts 02115, United States
| | - Ally Huang
- miniPCR
bio, 1770 Massachusetts
Ave, Cambridge, Massachusetts 02140, United States
| | - Emily Gleason
- miniPCR
bio, 1770 Massachusetts
Ave, Cambridge, Massachusetts 02140, United States
| | - Kathryn Martin
- miniPCR
bio, 1770 Massachusetts
Ave, Cambridge, Massachusetts 02140, United States
| | - Kevin Foley
- Boeing
Defense, Space & Security, 6398 Upper Brandon Dr, Houston, Texas 77058, United States
| | - D. Scott Copeland
- Boeing
Defense, Space & Security, 6398 Upper Brandon Dr, Houston, Texas 77058, United States
| | - Michael C. Jewett
- Department
of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Rd, Evanston, Illinois 60208, United States
- Department
of Bioengineering, Stanford University, Stanford, California 94305, United States
| | | | - Sebastian Kraves
- miniPCR
bio, 1770 Massachusetts
Ave, Cambridge, Massachusetts 02140, United States
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15
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Li T, Cheng N. Sensitive and Portable Signal Readout Strategies Boost Point-of-Care CRISPR/Cas12a Biosensors. ACS Sens 2023; 8:3988-4007. [PMID: 37870387 DOI: 10.1021/acssensors.3c01338] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2023]
Abstract
Point-of-care (POC) detection is getting more and more attention in many fields due to its accuracy and on-site test property. The CRISPR/Cas12a system is endowed with excellent sensitivity, target identification specificity, and signal amplification ability in biosensing because of its unique trans-cleavage ability. As a result, a lot of research has been made to develop CRISPR/Cas12a-based biosensors. In this review, we focused on signal readout strategies and summarized recent sensitivity-improving strategies in fluorescence, colorimetric, and electrochemical signaling. Then we introduced novel portability-improving strategies based on lateral flow assays (LFAs), microfluidic chips, simplified instruments, and one-pot design. In the end, we also provide our outlook for the future development of CRISPR/Cas12a biosensors.
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Affiliation(s)
- Tong Li
- Beijing Laboratory for Food Quality and Safety, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China
| | - Nan Cheng
- Beijing Laboratory for Food Quality and Safety, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China
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16
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Brookwell AW, Gonzalez JL, Martinez AW, Oza JP. Development of Solid-State Storage for Cell-Free Expression Systems. ACS Synth Biol 2023; 12:2561-2577. [PMID: 37490644 DOI: 10.1021/acssynbio.3c00111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/27/2023]
Abstract
The fragility of biological systems during storage, transport, and utilization necessitates reliable cold-chain infrastructure and limits the potential of biotechnological applications. In order to unlock the broad applications of existing and emerging biological technologies, we report the development of a novel solid-state storage platform for complex biologics. The resulting solid-state biologics (SSB) platform meets four key requirements: facile rehydration of solid materials, activation of biochemical activity, ability to support complex downstream applications and functionalities, and compatibility for deployment in a variety of reaction formats and environments. As a model system of biochemical complexity, we utilized crudeEscherichia colicell extracts that retain active cellular metabolism and support robust levels of in vitro transcription and translation. We demonstrate broad versatility and utility of SSB through proof-of-concepts for on-demand in vitro biomanufacturing of proteins at a milliliter scale, the activation of downstream CRISPR activity, as well as deployment on paper-based devices. SSBs unlock a breadth of applications in biomanufacturing, discovery, diagnostics, and education in resource-limited environments on Earth and in space.
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Affiliation(s)
- August W Brookwell
- Biological Sciences Department, California Polytechnic State University, San Luis Obispo, California 93407, United States
- Center for Applications in Biotechnology, California Polytechnic State University, San Luis Obispo, California 93407, United States
| | - Jorge L Gonzalez
- Chemistry & Biochemistry Department, California Polytechnic State University, San Luis Obispo, California 93407, United States
| | - Andres W Martinez
- Chemistry & Biochemistry Department, California Polytechnic State University, San Luis Obispo, California 93407, United States
| | - Javin P Oza
- Chemistry & Biochemistry Department, California Polytechnic State University, San Luis Obispo, California 93407, United States
- Center for Applications in Biotechnology, California Polytechnic State University, San Luis Obispo, California 93407, United States
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17
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Thames AH, Rische CH, Cao Y, Krier-Burris RA, Kuang FL, Hamilton RG, Bronzert C, Bochner BS, Jewett MC. A Cell-Free Protein Synthesis Platform to Produce a Clinically Relevant Allergen Panel. ACS Synth Biol 2023; 12:2252-2261. [PMID: 37553068 PMCID: PMC10768853 DOI: 10.1021/acssynbio.3c00269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/10/2023]
Abstract
Allergens are used in the clinical diagnosis (e.g., skin tests) and treatment (e.g., immunotherapy) of allergic diseases. With growing interest in molecular allergy diagnostics and precision therapies, new tools are needed for producing allergen-based reagents. As a step to address this need, we demonstrate a cell-free protein synthesis approach for allergen production of a clinically relevant allergen panel composed of common allergens spanning a wide range of phylogenetic kingdoms. We show that allergens produced with this approach can be recognized by allergen-specific immunoglobulin E (IgE), either monoclonals or in patient sera. We also show that a cell-free expressed allergen can activate human cells such as peripheral blood basophils and CD34+ progenitor-derived mast cells in an IgE-dependent manner. We anticipate that this cell-free platform for allergen production will enable diagnostic and therapeutic technologies, providing useful tools and treatments for both the allergist and allergic patient.
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Affiliation(s)
- Ariel Helms Thames
- Medical Scientist Training Program, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, United States
- Center for Synthetic Biology, Northwestern University, 2145 Sheridan Road, Tech B486, Evanston, Illinois 60208, United States
- Interdisciplinary Biological Sciences Program, Northwestern University, Evanston, Illinois 60208, United States
- Division of Allergy and Immunology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, United States
| | - Clayton H Rische
- Center for Synthetic Biology, Northwestern University, 2145 Sheridan Road, Tech B486, Evanston, Illinois 60208, United States
- Division of Allergy and Immunology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, United States
- Department of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Rd, Evanston, Illinois 60208, United States
- Simpson Querrey Institute, Northwestern University, Chicago, Illinois 60611, United States
| | - Yun Cao
- Division of Allergy and Immunology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, United States
| | - Rebecca A Krier-Burris
- Division of Allergy and Immunology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, United States
| | - Fei Li Kuang
- Division of Allergy and Immunology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, United States
| | - Robert G Hamilton
- Division of Allergy and Clinical Immunology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21224, United States
| | - Charles Bronzert
- Division of Allergy and Clinical Immunology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21224, United States
| | - Bruce S Bochner
- Medical Scientist Training Program, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, United States
- Division of Allergy and Immunology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, United States
| | - Michael C Jewett
- Medical Scientist Training Program, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, United States
- Center for Synthetic Biology, Northwestern University, 2145 Sheridan Road, Tech B486, Evanston, Illinois 60208, United States
- Interdisciplinary Biological Sciences Program, Northwestern University, Evanston, Illinois 60208, United States
- Department of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Rd, Evanston, Illinois 60208, United States
- Simpson Querrey Institute, Northwestern University, Chicago, Illinois 60611, United States
- Department of Bioengineering, Stanford University, Stanford, California 94305, United States
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18
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Durán-Vinet B, Araya-Castro K, Zaiko A, Pochon X, Wood SA, Stanton JAL, Jeunen GJ, Scriver M, Kardailsky A, Chao TC, Ban DK, Moarefian M, Aran K, Gemmell NJ. CRISPR-Cas-Based Biomonitoring for Marine Environments: Toward CRISPR RNA Design Optimization Via Deep Learning. CRISPR J 2023; 6:316-324. [PMID: 37439822 PMCID: PMC10494903 DOI: 10.1089/crispr.2023.0019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 05/30/2023] [Indexed: 07/14/2023] Open
Abstract
Almost all of Earth's oceans are now impacted by multiple anthropogenic stressors, including the spread of nonindigenous species, harmful algal blooms, and pathogens. Early detection is critical to manage these stressors effectively and to protect marine systems and the ecosystem services they provide. Molecular tools have emerged as a promising solution for marine biomonitoring. One of the latest advancements involves utilizing CRISPR-Cas technology to build programmable, rapid, ultrasensitive, and specific diagnostics. CRISPR-based diagnostics (CRISPR-Dx) has the potential to allow robust, reliable, and cost-effective biomonitoring in near real time. However, several challenges must be overcome before CRISPR-Dx can be established as a mainstream tool for marine biomonitoring. A critical unmet challenge is the need to design, optimize, and experimentally validate CRISPR-Dx assays. Artificial intelligence has recently been presented as a potential approach to tackle this challenge. This perspective synthesizes recent advances in CRISPR-Dx and machine learning modeling approaches, showcasing CRISPR-Dx potential to progress as a rising molecular tool candidate for marine biomonitoring applications.
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Affiliation(s)
- Benjamín Durán-Vinet
- Department of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand; Berkeley, Berkeley, California, USA
- Scientific and Technological Bioresource Nucleus (BIOREN-UFRO), Universidad de La Frontera, Temuco, Chile; Berkeley, Berkeley, California, USA
| | - Karla Araya-Castro
- Scientific and Technological Bioresource Nucleus (BIOREN-UFRO), Universidad de La Frontera, Temuco, Chile; Berkeley, Berkeley, California, USA
| | - Anastasija Zaiko
- Cawthron Institute, Nelson, New Zealand; Berkeley, Berkeley, California, USA
- Institute of Marine Science, University of Auckland, Auckland, New Zealand; Berkeley, Berkeley, California, USA
- Sequench Ltd, Nelson, New Zealand; Berkeley, Berkeley, California, USA
| | - Xavier Pochon
- Cawthron Institute, Nelson, New Zealand; Berkeley, Berkeley, California, USA
- Institute of Marine Science, University of Auckland, Auckland, New Zealand; Berkeley, Berkeley, California, USA
| | - Susanna A. Wood
- Cawthron Institute, Nelson, New Zealand; Berkeley, Berkeley, California, USA
| | - Jo-Ann L. Stanton
- Department of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand; Berkeley, Berkeley, California, USA
| | - Gert-Jan Jeunen
- Department of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand; Berkeley, Berkeley, California, USA
- Department of Marine Sciences, University of Otago, Dunedin, New Zealand; Berkeley, Berkeley, California, USA
| | - Michelle Scriver
- Cawthron Institute, Nelson, New Zealand; Berkeley, Berkeley, California, USA
- Institute of Marine Science, University of Auckland, Auckland, New Zealand; Berkeley, Berkeley, California, USA
| | - Anya Kardailsky
- Department of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand; Berkeley, Berkeley, California, USA
- Department of Zoology, University of Otago, Dunedin, New Zealand; Berkeley, Berkeley, California, USA
| | - Tzu-Chiao Chao
- Institute of Environmental Change and Society, Department of Biology, University of Regina, Regina, Canada; Berkeley, Berkeley, California, USA
| | - Deependra K. Ban
- Keck Graduate Institute, The Claremont Colleges, Claremont, California, USA; Berkeley, Berkeley, California, USA
| | - Maryam Moarefian
- Keck Graduate Institute, The Claremont Colleges, Claremont, California, USA; Berkeley, Berkeley, California, USA
| | - Kiana Aran
- Keck Graduate Institute, The Claremont Colleges, Claremont, California, USA; Berkeley, Berkeley, California, USA
- Cardea Bio Inc., San Diego, California, USA; and Berkeley, Berkeley, California, USA
- University of California, Berkeley, Berkeley, California, USA
| | - Neil J. Gemmell
- Department of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand; Berkeley, Berkeley, California, USA
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19
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Li Y, Deng F, Zhang C, Lin X, Goldys E. Integrated RPA-CRISPR/Cas12a system towards Point-of-Care H. pylori detection. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2023; 2023:1-4. [PMID: 38083710 DOI: 10.1109/embc40787.2023.10340749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
The rapidly advanced CRISPR/Cas biosensing technology provides unprecedent potential for the development of novel biosensing systems. It provides a new approach for realizing rapid, sensitivity and highly specific pathogen nucleic acid detection, with the capability to combine other technologies, including Polymerase Chain Reaction or isothermal amplifications. The detection of Helicobacter pylori (H. pylori), one of the most common human pathogens to cause various gastroduodenal diseases, has also been explored with the assistance of CRISPR/Cas systems. However, gaps still remain for the development of end-user friendly sensing systems.In this study, a combined RPA-CRISPR/Cas12a biosensing system has been established. It shown the capability to quantitively detect the presence of H. pylori genome DNA with 4 orders of magnitude linear range, and sensitivity of 1.4 copies/µL. The overall reaction can be done within 45 mins at room temperature, which eliminates the needs for heating instrumentation. In addition, with the addition of pullulan as a protective reagent, the potential of storing CRISPR/Cas12a system reagents by using a freeze-dry approach has also been demonstrated.Clinical Relevance - This study represents a novel exploration to applying CRISPR/Cas12a-based biosensing technology to the detection of pathogen DNA with improved potential for the development of Point-of-Care diagnostics. This critical aspect of our technology will contribute to address the newly emerged pathogenic threats and support public health systems.
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20
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Guo Y, Xia H, Dai T, Liu T. RPA-CRISPR/Cas12a mediated isothermal amplification for visual detection of Phytophthora sojae. Front Cell Infect Microbiol 2023; 13:1208837. [PMID: 37305413 PMCID: PMC10250720 DOI: 10.3389/fcimb.2023.1208837] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 05/03/2023] [Indexed: 06/13/2023] Open
Abstract
Introduction Phytophthora sojae is among the most devastating pathogens of soybean (Glycine max) and severely impacts soybean production in several countries. The resulting disease can be difficult to diagnose and other Phytophthora species can also infect soybean. Accurate diagnosis is important for management of the disease caused by P. sojae. Methods In this study, recombinase polymerase amplification (RPA) in combination with the CRISPR/Cas12a system were used for detection of P. sojae. The assay was highly specific to P. sojae. Results The test results were positive for 29 isolates of P. sojae, but negative for 64 isolates of 29 Phytophthora species, 7 Phytopythium and Pythium species, 32 fungal species, and 2 Bursaphelenchus species. The method was highly sensitive, detecting as little as 10 pg.µL-1 of P. sojae genomic DNA at 37°C in 20 min. The test results were visible under UV light and readout coming from fluorophores. In addition, P. sojae was detected from natural inoculated hypocotyls of soybean seedlings using this novel assay. The rapidity and accuracy of the method were verified using 30 soybean rhizosphere samples. Discussion In conclusion, the RPA-CRISPR/Cas12a detection assay developed here is sensitive, efficient, and convenient, and has potential for further development as a kit for monitoring root rot of soybean in the field.
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Affiliation(s)
- Yufang Guo
- Co-Innovation Center for the Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, Jiangsu, China
| | - Hongming Xia
- Co-Innovation Center for the Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, Jiangsu, China
| | - Tingting Dai
- Co-Innovation Center for the Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, Jiangsu, China
| | - Tingli Liu
- Jiangsu Provincial Key Construction Laboratory of Special Biomass Resource Utilization, Nanjing Xiaozhuang University, Nanjing, China
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21
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Roh YH, Lee CY, Lee S, Kim H, Ly A, Castro CM, Cheon J, Lee J, Lee H. CRISPR-Enhanced Hydrogel Microparticles for Multiplexed Detection of Nucleic Acids. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023; 10:e2206872. [PMID: 36725305 PMCID: PMC10074104 DOI: 10.1002/advs.202206872] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 01/11/2023] [Indexed: 06/18/2023]
Abstract
CRISPR/Cas systems offer a powerful sensing mechanism to transduce sequence-specific information into amplified analytical signals. However, performing multiplexed CRISPR/Cas assays remains challenging and often requires complex approaches for multiplexed assays. Here, a hydrogel-based CRISPR/Cas12 system termed CLAMP (Cas-Loaded Annotated Micro-Particles) is described. The approach compartmentalizes the CRISPR/Cas reaction in spatially-encoded hydrogel microparticles (HMPs). Each HMP is identifiable by its face code and becomes fluorescent when target DNA is present. The assay is further streamlined by capturing HMPs inside a microfluidic device; the captured particles are then automatically recognized by a machine-learning algorithm. The CLAMP assay is fast, highly sensitive (attomolar detection limits with preamplification), and capable of multiplexing in a single-pot assay. As a proof-of-concept clinical application, CLAMP is applied to detect nucleic acid targets of human papillomavirus in cervical brushing samples.
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Affiliation(s)
- Yoon Ho Roh
- Institute for Basic Science (IBS)Center for NanomedicineSeoul03722Republic of Korea
- Graduate Program of Nano Biomedical Engineering (NanoBME)Advanced Science Institute Yonsei UniversitySeoul03722Republic of Korea
| | - Chang Yeol Lee
- Institute for Basic Science (IBS)Center for NanomedicineSeoul03722Republic of Korea
- Center for Systems BiologyMassachusetts General Hospital Research InstituteBostonMA02114USA
| | - Sujin Lee
- Institute for Basic Science (IBS)Center for NanomedicineSeoul03722Republic of Korea
- Graduate Program of Nano Biomedical Engineering (NanoBME)Advanced Science Institute Yonsei UniversitySeoul03722Republic of Korea
| | - Hyunho Kim
- Center for Systems BiologyMassachusetts General Hospital Research InstituteBostonMA02114USA
- Department of RadiologyMassachusetts General HospitalHarvard Medical SchoolBostonMA02114USA
| | - Amy Ly
- Department of PathologyMassachusetts General HospitalHarvard Medical SchoolBostonMA02114USA
| | - Cesar M. Castro
- Center for Systems BiologyMassachusetts General Hospital Research InstituteBostonMA02114USA
- Department of MedicineMassachusetts General HospitalHarvard Medical SchoolBostonMA02114USA
| | - Jinwoo Cheon
- Institute for Basic Science (IBS)Center for NanomedicineSeoul03722Republic of Korea
- Graduate Program of Nano Biomedical Engineering (NanoBME)Advanced Science Institute Yonsei UniversitySeoul03722Republic of Korea
- Department of ChemistryYonsei UniversitySeoul03722Republic of Korea
| | - Jae‐Hyun Lee
- Institute for Basic Science (IBS)Center for NanomedicineSeoul03722Republic of Korea
- Graduate Program of Nano Biomedical Engineering (NanoBME)Advanced Science Institute Yonsei UniversitySeoul03722Republic of Korea
| | - Hakho Lee
- Institute for Basic Science (IBS)Center for NanomedicineSeoul03722Republic of Korea
- Graduate Program of Nano Biomedical Engineering (NanoBME)Advanced Science Institute Yonsei UniversitySeoul03722Republic of Korea
- Center for Systems BiologyMassachusetts General Hospital Research InstituteBostonMA02114USA
- Department of RadiologyMassachusetts General HospitalHarvard Medical SchoolBostonMA02114USA
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22
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Cherkaoui D, Mesquita SG, Huang D, Lugli EB, Webster BL, McKendry RA. CRISPR-assisted test for Schistosoma haematobium. Sci Rep 2023; 13:4990. [PMID: 36973334 PMCID: PMC10042105 DOI: 10.1038/s41598-023-31238-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Accepted: 03/08/2023] [Indexed: 03/29/2023] Open
Abstract
Schistosomiasis is a major neglected tropical disease targeted for elimination as a public health issue by 2030, however there is an urgent need for more sensitive and specific diagnostic tests suitable to resource-limited settings. Here we developed CATSH, a CRISPR-assisted diagnostic test for Schistosoma haematobium, utilising recombinase polymerase amplification, Cas12a-targeted cleavage and portable real-time fluorescence detection. CATSH showed high analytical sensitivity, consistent detection of a single parasitic egg and specificity for urogenital Schistosoma species. Thanks to a novel CRISPR-compatible sample preparation developed using simulated urine samples containing parasitic eggs, CATSH had a sample-to-result within 2 h. The components of CATSH can be lyophilised, reducing cold chain dependence and widening access to lower and middle-income countries. This work presents a new application of CRISPR diagnostics for highly sensitive and specific detection of parasitic pathogens in remote areas and could have a significant impact on the elimination of neglected tropical diseases.
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Affiliation(s)
- Dounia Cherkaoui
- London Centre for Nanotechnology, University College London, London, WC1H 0AH, UK.
- Division of Medicine, University College London, London, WC1E 6BT, UK.
| | - Silvia G Mesquita
- Wolfson Wellcome Biomedical Laboratories, Department of Science, Natural History Museum, Cromwell Road, London, SW7 5BD, UK
- René Rachou Institute, Oswaldo Cruz Foundation, Belo Horizonte, Minas Gerais, Brazil
- London Centre for Neglected Tropical Disease Research (LCNTDR), London, W21 PG, UK
| | - Da Huang
- London Centre for Nanotechnology, University College London, London, WC1H 0AH, UK
| | - Elena B Lugli
- Wolfson Wellcome Biomedical Laboratories, Department of Science, Natural History Museum, Cromwell Road, London, SW7 5BD, UK
- London Centre for Neglected Tropical Disease Research (LCNTDR), London, W21 PG, UK
| | - Bonnie L Webster
- Wolfson Wellcome Biomedical Laboratories, Department of Science, Natural History Museum, Cromwell Road, London, SW7 5BD, UK.
- London Centre for Neglected Tropical Disease Research (LCNTDR), London, W21 PG, UK.
| | - Rachel A McKendry
- London Centre for Nanotechnology, University College London, London, WC1H 0AH, UK.
- Division of Medicine, University College London, London, WC1E 6BT, UK.
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23
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Wang X, Wang LF, Cao YF, Yuan YZ, Hu J, Chen ZH, Zhu F, Wang XZ. Bursaphelenchus xylophilus detection and analysis system based on CRISPR - Cas12. FRONTIERS IN PLANT SCIENCE 2022; 13:1075838. [PMID: 36589043 PMCID: PMC9800051 DOI: 10.3389/fpls.2022.1075838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 12/02/2022] [Indexed: 06/17/2023]
Abstract
Pine wilt disease is caused by the pine wood nematode (Bursaphelenchus xylophilus) and leads to wilting and death of pines. It is one of the most damaging diseases of pines worldwide. Therefore, accurate and rapid detection methods are of great importance for the control of B. xylophilus. Traditional detection methods have some problems, such as being time-consuming and requiring expensive instruments. In this study, the loop-mediated isothermal amplification (LAMP) and clustered regularly interspaced short palindromic repeats (CRISPR) were used to establish a set of intelligent detection and analysis system for B. xylophilus, called LAMP-CRISPR/Cas12a analysis, which integrated field sampling, rapid detection and intelligent control analysis. The process can be completed within 1 hour, from sample pretreatment and detection to data analysis. Compared with the single LAMP method, the LAMP-CRISPR/Cas12a assay uses species-specific fluorescence cleavage to detect target amplicons. This process confirms the amplicon identity, thereby avoiding false-positive results from non-specific amplicons, and the large amounts of irrelevant background DNA do not interfere with the reaction. The LAMP-CRISPR/Cas12a assay was applied to 46 pine wood samples and the samples carrying B. xylophilus nematodes were successfully identified. To meet the needs of different environments, we designed three methods to interpret the data: 1) naked eye interpretation; 2) lateral flow biosensor assay; and 3) integrated molecular analysis system to standardize and intellectualize the detection process. Application of the B. xylophilus detection and analysis system will reduce the professional and technical requirements for the operating environment and operators and help to ensure the accuracy of the detection results, which is important in grass-root B. xylophilus detection institutions.
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Affiliation(s)
- Xiang Wang
- Key Laboratory of Forest Protection of National Forestry and Grassland Administration, Ecology and Nature Conservation Institute, Chinese Academy of Forestry, Beijing, China
| | - Lai-Fa Wang
- Key Laboratory of Forest Protection of National Forestry and Grassland Administration, Ecology and Nature Conservation Institute, Chinese Academy of Forestry, Beijing, China
| | - Ye-Fan Cao
- Key Laboratory of Forest Protection of National Forestry and Grassland Administration, Ecology and Nature Conservation Institute, Chinese Academy of Forestry, Beijing, China
| | - Yan-Zhi Yuan
- Key Laboratory of Forest Protection of National Forestry and Grassland Administration, Ecology and Nature Conservation Institute, Chinese Academy of Forestry, Beijing, China
| | - Jian Hu
- Key Laboratory of Forest Protection of National Forestry and Grassland Administration, Ecology and Nature Conservation Institute, Chinese Academy of Forestry, Beijing, China
| | - Zu-Hai Chen
- Jingning County Forest Resources Management Center, Lishui, China
| | - Fei Zhu
- Hangzhou Linping District Forest Resources Protection and Management Station, Hangzhou, China
| | - Xi-Zhuo Wang
- Key Laboratory of Forest Protection of National Forestry and Grassland Administration, Ecology and Nature Conservation Institute, Chinese Academy of Forestry, Beijing, China
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24
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Baudin PV, Sacksteder RE, Worthington AK, Voitiuk K, Ly VT, Hoffman RN, Elliott MA, Parks DF, Ward R, Torres-Montoya S, Amend F, Montellano Duran N, Vargas PA, Martinez G, Ramirez SM, Alvarado-Arnez LE, Ehrlich D, Rosen YM, Breevoort A, Schouten T, Kurniawan S, Haussler D, Teodorescu M, Mostajo-Radji MA. Cloud-controlled microscopy enables remote project-based biology education in underserved Latinx communities. Heliyon 2022; 8:e11596. [PMID: 36439758 PMCID: PMC9681640 DOI: 10.1016/j.heliyon.2022.e11596] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 10/15/2022] [Accepted: 11/09/2022] [Indexed: 11/17/2022] Open
Abstract
Project-based learning (PBL) has long been recognized as an effective way to teach complex biology concepts. However, not all institutions have the resources to facilitate effective project-based coursework for students. We have developed a framework for facilitating PBL using remote-controlled internet-connected microscopes. Through this approach, one lab facility can host an experiment for many students around the world simultaneously. Experiments on this platform can be run on long timescales and with materials that are typically unavailable to high school classrooms. This allows students to perform novel research projects rather than just repeating standard classroom experiments. To investigate the impact of this program, we designed and ran six user studies with students worldwide. All experiments were hosted in Santa Cruz and San Francisco, California, with observations and decisions made remotely by the students using their personal computers and cellphones. In surveys gathered after the experiments, students reported increased excitement for science and a greater desire to pursue a career in STEM. This framework represents a novel, scalable, and effective PBL approach that has the potential to democratize biology and STEM education around the world.
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Affiliation(s)
- Pierre V. Baudin
- Department of Electrical and Computer Engineering, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Live Cell Biotechnology Discovery Lab, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
| | - Raina E. Sacksteder
- Department of Microbiology and Environmental Toxicology, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Atesh K. Worthington
- Department of Molecular, Cellular and Developmental Biology, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
- Institute for the Biology of Stem Cells, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Kateryna Voitiuk
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Live Cell Biotechnology Discovery Lab, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Victoria T. Ly
- Department of Electrical and Computer Engineering, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Live Cell Biotechnology Discovery Lab, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
| | - Ryan N. Hoffman
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Live Cell Biotechnology Discovery Lab, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Department of Molecular, Cellular and Developmental Biology, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Matthew A.T. Elliott
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Live Cell Biotechnology Discovery Lab, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
| | - David F. Parks
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Live Cell Biotechnology Discovery Lab, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
| | | | - Sebastian Torres-Montoya
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Live Cell Biotechnology Discovery Lab, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Finn Amend
- Department of Electrical and Computer Engineering, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Live Cell Biotechnology Discovery Lab, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
| | | | - Paola A. Vargas
- Biotechnology, Universidad Catolica Boliviana San Pablo, Santa Cruz de la Sierra, Bolivia
| | - Guadalupe Martinez
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
| | - Sandra M. Ramirez
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
| | | | - Drew Ehrlich
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Live Cell Biotechnology Discovery Lab, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Department of Computational Media, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Yohei M. Rosen
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Live Cell Biotechnology Discovery Lab, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Department of Molecular, Cellular and Developmental Biology, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Arnar Breevoort
- Department of Neurology, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Tallulah Schouten
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Live Cell Biotechnology Discovery Lab, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Department of Molecular, Cellular and Developmental Biology, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Sri Kurniawan
- Live Cell Biotechnology Discovery Lab, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Department of Computational Media, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
| | - David Haussler
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Live Cell Biotechnology Discovery Lab, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
- Howard Hughes Medical Institute, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Mircea Teodorescu
- Department of Electrical and Computer Engineering, University of California Santa Cruz, Santa Cruz, CA, 95064, USA
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Live Cell Biotechnology Discovery Lab, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
| | - Mohammed A. Mostajo-Radji
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
- Live Cell Biotechnology Discovery Lab, University of California Santa Cruz, Santa Cruz, CA, 95060, USA
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25
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GAN R, Cabezas MD, Pan M, Zhang H, Hu G, Clark LG, Jewett MC, Nicol R. High-Throughput Regulatory Part Prototyping and Analysis by Cell-Free Protein Synthesis and Droplet Microfluidics. ACS Synth Biol 2022; 11:2108-2120. [PMID: 35549070 DOI: 10.1021/acssynbio.2c00050] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Engineering regulatory parts for improved performance in genetic programs has played a pivotal role in the development of the synthetic biology cell programming toolbox. Here, we report the development of a novel high-throughput platform for regulatory part prototyping and analysis that leverages the advantages of engineered DNA libraries, cell-free protein synthesis (CFPS), high-throughput emulsion droplet microfluidics, standard flow sorting adapted to screen droplet reactions, and next-generation sequencing (NGS). With this integrated platform, we screened the activity of millions of genetic parts within hours, followed by NGS retrieval of the improved designs. This in vitro platform is particularly valuable for engineering regulatory parts of nonmodel organisms, where in vivo high-throughput screening methods are not readily available. The platform can be extended to multipart screening of complete genetic programs to optimize yield and stability.
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Affiliation(s)
- Rui GAN
- Broad Institute of MIT and Harvard, Cambridge, 415 Main Street, Cambridge, Massachusetts 02142, United States
| | - Maria D. Cabezas
- Department of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208-3120, United States
| | - Ming Pan
- Broad Institute of MIT and Harvard, Cambridge, 415 Main Street, Cambridge, Massachusetts 02142, United States
| | - Huaibin Zhang
- Broad Institute of MIT and Harvard, Cambridge, 415 Main Street, Cambridge, Massachusetts 02142, United States
| | - Gang Hu
- Broad Institute of MIT and Harvard, Cambridge, 415 Main Street, Cambridge, Massachusetts 02142, United States
| | - Lauren G. Clark
- Department of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208-3120, United States
| | - Michael C. Jewett
- Department of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208-3120, United States
- Interdisciplinary Biological Sciences Program, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208-3120, United States
- Chemistry of Life Processes Institute, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208-3120, United States
- Center for Synthetic Biology, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208-3120, United States
| | - Robert Nicol
- Broad Institute of MIT and Harvard, Cambridge, 415 Main Street, Cambridge, Massachusetts 02142, United States
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