1
|
Jo S, Shin H, Joe SY, Baek D, Park C, Chun H. Recent progress in DNA data storage based on high-throughput DNA synthesis. Biomed Eng Lett 2024; 14:993-1009. [PMID: 39220021 PMCID: PMC11362454 DOI: 10.1007/s13534-024-00386-z] [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: 02/21/2024] [Revised: 04/24/2024] [Accepted: 04/26/2024] [Indexed: 09/04/2024] Open
Abstract
DNA data storage has emerged as a solution for storing massive volumes of data by utilizing nucleic acids as a digital information medium. DNA offers exceptionally high storage density, long durability, and low maintenance costs compared to conventional storage media such as flash memory and hard disk drives. DNA data storage consists of the following steps: encoding, DNA synthesis (i.e., writing), preservation, retrieval, DNA sequencing (i.e., reading), and decoding. Out of these steps, DNA synthesis presents a bottleneck due to imperfect coupling efficiency, low throughput, and excessive use of organic solvents. Overcoming these challenges is essential to establish DNA as a viable data storage medium. In this review, we provide the overall process of DNA data storage, presenting the recent progress of each step. Next, we examine a detailed overview of DNA synthesis methods with an emphasis on their limitations. Lastly, we discuss the efforts to overcome the constraints of each method and their prospects.
Collapse
Affiliation(s)
- Seokwoo Jo
- Department of Biomedical Engineering, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
- Interdisciplinary Program in Precision Public Health, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
| | - Haewon Shin
- Department of Biomedical Engineering, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
- Interdisciplinary Program in Precision Public Health, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
| | - Sung-yune Joe
- Department of Biomedical Engineering, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
- Interdisciplinary Program in Precision Public Health, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
| | - David Baek
- Department of Biomedical Engineering, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
- Interdisciplinary Program in Precision Public Health, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
| | - Chaewon Park
- Department of Biomedical Engineering, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
- Interdisciplinary Program in Precision Public Health, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
| | - Honggu Chun
- Department of Biomedical Engineering, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
- Interdisciplinary Program in Precision Public Health, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
| |
Collapse
|
2
|
Han X, Beck K, Bürgmann H, Frey B, Stierli B, Frossard A. Synthetic oligonucleotides as quantitative PCR standards for quantifying microbial genes. Front Microbiol 2023; 14:1279041. [PMID: 37942081 PMCID: PMC10627841 DOI: 10.3389/fmicb.2023.1279041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 10/09/2023] [Indexed: 11/10/2023] Open
Abstract
Real-time quantitative PCR (qPCR) has been widely used to quantify gene copy numbers in microbial ecology. Despite its simplicity and straightforwardness, establishing qPCR assays is often impeded by the tedious process of producing qPCR standards by cloning the target DNA into plasmids. Here, we designed double-stranded synthetic DNA fragments from consensus sequences as qPCR standards by aligning microbial gene sequences (10-20 sequences per gene). Efficiency of standards from synthetic DNA was compared with plasmid standards by qPCR assays for different phylogenetic marker and functional genes involved in carbon (C) and nitrogen (N) cycling, tested with DNA extracted from a broad range of soils. Results showed that qPCR standard curves using synthetic DNA performed equally well to those from plasmids for all the genes tested. Furthermore, gene copy numbers from DNA extracted from soils obtained by using synthetic standards or plasmid standards were comparable. Our approach therefore demonstrates that a synthetic DNA fragment as qPCR standard provides comparable sensitivity and reliability to a traditional plasmid standard, while being more time- and cost-efficient.
Collapse
Affiliation(s)
- Xingguo Han
- Forest Soils and Biogeochemistry, Swiss Federal Institute for Forest, Snow and Landscape Research (WSL), Birmensdorf, Switzerland
| | - Karin Beck
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Kastanienbaum, Switzerland
| | - Helmut Bürgmann
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Kastanienbaum, Switzerland
| | - Beat Frey
- Forest Soils and Biogeochemistry, Swiss Federal Institute for Forest, Snow and Landscape Research (WSL), Birmensdorf, Switzerland
| | - Beat Stierli
- Forest Soils and Biogeochemistry, Swiss Federal Institute for Forest, Snow and Landscape Research (WSL), Birmensdorf, Switzerland
| | - Aline Frossard
- Forest Soils and Biogeochemistry, Swiss Federal Institute for Forest, Snow and Landscape Research (WSL), Birmensdorf, Switzerland
| |
Collapse
|
3
|
Yu H, Zhang X, Acevedo-Rocha CG, Li A, Reetz MT. Protein engineering using mutability landscapes: Controlling site-selectivity of P450-catalyzed steroid hydroxylation. Methods Enzymol 2023; 693:191-229. [PMID: 37977731 DOI: 10.1016/bs.mie.2023.09.002] [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: 11/19/2023]
Abstract
Directed evolution and rational design have been used widely in engineering enzymes for their application in synthetic organic chemistry and biotechnology. With stereoselectivity playing a crucial role in catalysis for the synthesis of valuable chemical and pharmaceutical compounds, rational design has not achieved such wide success in this specific area compared to directed evolution. Nevertheless, one bottleneck of directed evolution is the laborious screening efforts and the observed trade-offs in catalytic profiles. This has motivated researchers to develop more efficient protein engineering methods. As a prime approach, mutability landscaping avoids such trade-offs by providing more information of sequence-function relationships. Here, we describe an application of this efficient protein engineering method to improve the regio-/stereoselectivity and activity of P450BM3 for steroid hydroxylation, while keeping the mutagenesis libraries small so that they will require only minimal screening.
Collapse
Affiliation(s)
- Huili Yu
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Key Laboratory of Industrial Biotechnology, School of life science, Hubei University, Wuhan, P.R. China
| | - Xiaodong Zhang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Key Laboratory of Industrial Biotechnology, School of life science, Hubei University, Wuhan, P.R. China
| | - Carlos G Acevedo-Rocha
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Lyngby, Denmark
| | - Aitao Li
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Key Laboratory of Industrial Biotechnology, School of life science, Hubei University, Wuhan, P.R. China.
| | - Manfred T Reetz
- Max-Planck-Institut für Kohlenforschung Kaiser-Wilhelm-Platz 1, Muelheim, Germany; Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, 32 West 7th Avenue, Tianjin, P. R. China.
| |
Collapse
|
4
|
Menon D, Singh R, Joshi KB, Gupta S, Bhatia D. Designer, Programmable DNA-peptide hybrid materials with emergent properties to probe and modulate biological systems. Chembiochem 2023; 24:e202200580. [PMID: 36468492 DOI: 10.1002/cbic.202200580] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 12/04/2022] [Accepted: 12/05/2022] [Indexed: 12/07/2022]
Abstract
The chemistry of DNA endows it with certain functional properties that facilitate the generation of self-assembled nanostructures, offering precise control over their geometry and morphology, that can be exploited for advanced biological applications. Despite the structural promise of these materials, their applications are limited owing to lack of functional capability to interact favourably with biological systems, which has been achieved by functional proteins or peptides. Herein, we outline a strategy for functionalizing DNA structures with short-peptides, leading to the formation of DNA-peptide hybrid materials. This proposition offers the opportunity to leverage the unique advantages of each of these bio-molecules, that have far reaching emergent properties in terms of better cellular interactions and uptake, better stability in biological media, an acceptable and programmable immune response and high bioactive molecule loading capacities. We discuss the synthetic strategies for the formation of these materials, namely, solid-phase functionalization and solution-coupling functionalization. We then proceed to highlight selected biological applications of these materials in the domains of cell instruction & molecular recognition, gene delivery, drug delivery and bone & tissue regeneration. We conclude with discussions shedding light on the challenges that these materials pose and offer our insights on future directions of peptide-DNA research for targeted biomedical applications.
Collapse
Affiliation(s)
- Dhruv Menon
- Cavendish Laboratory, Department of Physics, University of Cambridge, Cambridge, CB3 0HE, United Kingdom
| | - Ramesh Singh
- Biological Engineering Discipline, Indian Institute of Technology, Gandhinagar, 382355, India
| | - Kashti B Joshi
- Department of Chemistry, Dr. Harisingh Gour Vishwavidyalaya (A Central University), Sagar, Madhya Pradesh, India
| | - Sharad Gupta
- Biological Engineering Discipline, Indian Institute of Technology, Gandhinagar, 382355, India
| | - Dhiraj Bhatia
- Biological Engineering Discipline, Indian Institute of Technology, Gandhinagar, 382355, India
| |
Collapse
|
5
|
Majikes JM, Liddle JA. Synthesizing the biochemical and semiconductor worlds: the future of nucleic acid nanotechnology. NANOSCALE 2022; 14:15586-15595. [PMID: 36268635 PMCID: PMC10949957 DOI: 10.1039/d2nr04040a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Since its inception nearly 40 years ago [Kallenbach, et al., Nature, 1983, 305, 829; N. C. Seeman, J. Theoretical Biology, 1982, 99, 237], Nucleic Acid Nanotechnology (NAN) has matured and is beginning to find commercial applications. For the last 20 years, it has been suggested that NAN might be an effective replacement for parts of the semiconductor lithography or protein engineering workflows. However, in that time, these incumbent technologies have made significant advances, and our understanding of NAN's strengths and weaknesses has progressed, suggesting that the greatest opportunities in fact lie elsewhere. Given the commitment of resources necessary to bring new technologies to the market and the desire to use those resources as wisely as possible, we conduct a critical examination of where NAN may benefit from, and provide benefit to, adjacent technologies and compete least with market incumbents. While the accuracy of our conclusions may be limited by our ability to extrapolate from the current state of NAN to its future commercial success, we conclude that the next promising direction is to create a bridge between biology and semiconductor technology. We also hope to stimulate a robust conversation around this technology's capabilities with the goal of building consensus on those research and development efforts that would advance NAN to the greatest effect in real-world applications.
Collapse
Affiliation(s)
- Jacob M Majikes
- Physical Measurement Laboratory, National Institute Standards and Technology, 100 Bureau drive, Gaithersburg, MD, 20878, USA.
| | - J Alexander Liddle
- Physical Measurement Laboratory, National Institute Standards and Technology, 100 Bureau drive, Gaithersburg, MD, 20878, USA.
| |
Collapse
|
6
|
Desrosiers A, Derbali RM, Hassine S, Berdugo J, Long V, Lauzon D, De Guire V, Fiset C, DesGroseillers L, Leblond Chain J, Vallée-Bélisle A. Programmable self-regulated molecular buffers for precise sustained drug delivery. Nat Commun 2022; 13:6504. [PMID: 36323663 PMCID: PMC9630261 DOI: 10.1038/s41467-022-33491-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 09/20/2022] [Indexed: 11/29/2022] Open
Abstract
Unlike artificial nanosystems, biological systems are ideally engineered to respond to their environment. As such, natural molecular buffers ensure precise and quantitative delivery of specific molecules through self-regulated mechanisms based on Le Chatelier's principle. Here, we apply this principle to design self-regulated nucleic acid molecular buffers for the chemotherapeutic drug doxorubicin and the antimalarial agent quinine. We show that these aptamer-based buffers can be programmed to maintain any specific desired concentration of free drug both in vitro and in vivo and enable the optimization of the chemical stability, partition coefficient, pharmacokinetics and biodistribution of the drug. These programmable buffers can be built from any polymer and should improve patient therapeutic outcome by enhancing drug activity and minimizing adverse effects and dosage frequency.
Collapse
Affiliation(s)
- Arnaud Desrosiers
- grid.14848.310000 0001 2292 3357Laboratoire de Biosenseurs et Nanomachines, Département de Chimie, Université de Montréal, Montréal, QC H3C 3J7 Canada ,grid.14848.310000 0001 2292 3357Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, QC H3T 1J4 Canada
| | - Rabeb Mouna Derbali
- grid.14848.310000 0001 2292 3357Faculté de Pharmacie, Université de Montréal, PO Box 6128 Downtown Station, Montréal, QC H3C 3J7 Canada
| | - Sami Hassine
- grid.14848.310000 0001 2292 3357Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, QC H3T 1J4 Canada
| | - Jérémie Berdugo
- grid.14848.310000 0001 2292 3357Département de Pathologie, Université de Montréal, Montréal, QC H3T 1J4 Canada
| | - Valérie Long
- grid.14848.310000 0001 2292 3357Faculté de Pharmacie, Université de Montréal, PO Box 6128 Downtown Station, Montréal, QC H3C 3J7 Canada ,grid.482476.b0000 0000 8995 9090Centre de Recherche, Institut de Cardiologie de Montréal, Montréal, QC H1Y 3G4 Canada
| | - Dominic Lauzon
- grid.14848.310000 0001 2292 3357Laboratoire de Biosenseurs et Nanomachines, Département de Chimie, Université de Montréal, Montréal, QC H3C 3J7 Canada
| | - Vincent De Guire
- grid.414216.40000 0001 0742 1666Clinical Biochemistry Department, Maisonneuve-Rosemont Hospital, Optilab-CHUM Laboratory Network, Montreal, QC Canada
| | - Céline Fiset
- grid.14848.310000 0001 2292 3357Faculté de Pharmacie, Université de Montréal, PO Box 6128 Downtown Station, Montréal, QC H3C 3J7 Canada ,grid.482476.b0000 0000 8995 9090Centre de Recherche, Institut de Cardiologie de Montréal, Montréal, QC H1Y 3G4 Canada
| | - Luc DesGroseillers
- grid.14848.310000 0001 2292 3357Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, QC H3T 1J4 Canada
| | - Jeanne Leblond Chain
- grid.503113.50000 0004 0459 4432Univ. Bordeaux, CNRS, INSERM, ARNA, UMR 5320, U1212, F-33000 Bordeaux, France
| | - Alexis Vallée-Bélisle
- grid.14848.310000 0001 2292 3357Laboratoire de Biosenseurs et Nanomachines, Département de Chimie, Université de Montréal, Montréal, QC H3C 3J7 Canada ,grid.14848.310000 0001 2292 3357Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montréal, QC H3T 1J4 Canada
| |
Collapse
|
7
|
Zhang Y, Ren Y, Liu Y, Wang F, Zhang H, Liu K. Preservation and Encryption in DNA Digital Data Storage. Chempluschem 2022; 87:e202200183. [PMID: 35856827 DOI: 10.1002/cplu.202200183] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 07/01/2022] [Indexed: 11/08/2022]
Abstract
The exponential growth of the total amount of global data presents a huge challenge to mainstream storage media. The emergence of molecular digital storage inspires the development of the new-generation higher-density digital data storage. In particular, DNA with high storage density, reproducibility, and long recoverable lifetime behaves the ideal representative of molecular digital storage media. With the development of DNA synthesis and sequencing technologies and the reduction of cost, DNA digital storage has attracted more and more attention and achieved significant breakthroughs. Herein, this Review briefly describes the workflow of DNA storage, and highlights the storage step of DNA digital data storage. Then, according to different information storage forms, the current DNA information encryption methods are emphatically expounded. Finally, the brief perspectives on the current challenges and optimizing proposals in DNA information preservation and encryption are presented.
Collapse
Affiliation(s)
- Yi Zhang
- State Key Laboratory of Rare Earth Resource Utilization, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, 130022, P. R. China
| | - Yubin Ren
- Department of Chemistry, Tsinghua University, Beijing, 100084, P. R. China
| | - Yangyi Liu
- Department of Chemistry, Tsinghua University, Beijing, 100084, P. R. China
| | - Fan Wang
- State Key Laboratory of Rare Earth Resource Utilization, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, 130022, P. R. China
| | - Hongjie Zhang
- State Key Laboratory of Rare Earth Resource Utilization, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, 130022, P. R. China
- Department of Chemistry, Tsinghua University, Beijing, 100084, P. R. China
| | - Kai Liu
- State Key Laboratory of Rare Earth Resource Utilization, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, 130022, P. R. China
- Department of Chemistry, Tsinghua University, Beijing, 100084, P. R. China
| |
Collapse
|
8
|
Isaac CR. Establishing an incentive-based multi-stakeholder approach to Dual Use DNA screening. Biochem Cell Biol 2022; 100:268-273. [PMID: 35290750 DOI: 10.1139/bcb-2021-0504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Fast, accessible, and high-quality DNA is fundamental to advancement in the life sciences that will drive forward fields like agriculture, energy, and medicine. Despite their importance in accelerating global progress, bioscience research and biotechnologies can also be misused, endangering humans, animals, and the environment. The ability to accidentally or deliberately endow or enhance pathogenicity of biological systems is of particular concern. Access to DNA sequences with a clear potential for Dual Use should be limited to responsible and identifiable groups with legitimate uses. Yet, none of the 195 countries party to the International Health Regulations have national laws that mandate this type of screening. Many DNA providers voluntarily screen orders and absorb increased costs, but this practice is not universally adopted for a variety of reasons. This article explores the incentives and regulatory structures that can bring the screening coverage of DNA orders towards 100%, which may include: expedited orders for approved customers, better tools and technology for more efficient screening, funding requirements that grantees use screened DNA, and early education in biosecurity aimed at researchers and students. Ultimately, an incentive-based multi-stakeholder approach to DNA screening can benefit researchers, industry, and global health security.
Collapse
Affiliation(s)
- Christopher R Isaac
- Nuclear Threat Initiative, 580269, Global Biological Policy and Programs, Washington, District of Columbia, United States;
| |
Collapse
|
9
|
Żyła A. DNA: prawie niezniszczalny i najbardziej pojemny nośnik danych. ARCHEION 2021. [DOI: 10.4467/26581264arc.21.014.14494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Dzięki ewolucji technologicznej prawie całkowicie zrezygnowano współcześnie z analogowej archiwizacji informacji (papier, klisza, obraz) na rzecz zapisu cyfrowego. Obecnie potrzeba magazynowania wytwarzanych i przetwarzanych informacji wzrasta w eksponencjalnym tempie. Coraz większą popularnością cieszą się tzw. chmury (cloud) internetowe. Rozwój naukowy podsuwa inne rozwiązanie, zainspirowane najstarszym, ale także niesamowicie trwałym nośnikiem informacji, czyli ciągiem kwasów nukleinowych: DNA. Co więcej, DNA jest bardzo trwałe, a zakonserwowane w odpowiednich warunkach niemal niezniszczalne w odniesieniu do długości ludzkiego życia. Ponadto informacja zawarta w kwasach nukleinowych jest bardzo skondensowana. Oznacza to, że w kilku probówkach możemy zapisać informację o całych serwerach danych. Naukowcy od lat myślą o zastąpieniu cyfrowych nośników danych informacjami zapisanymi w kodzie genetycznym. Dzięki rozwojowi nauki ta perspektywa staje się atrakcyjna.
DNA: an almost indestructible data carrier with incomparable capacity
Thanks to the technological evolution, analog methods of archiving information (paper, film, image) have been almost entirely replaced by digital storage. Currently, the need for storage of generated and processed information is growing at an exponential rate. The so-called clouds are becoming increasingly popular. Scientific advances suggest yet another solution, inspired by the oldest but also incredibly durable information carrier, i.e. a sequence of nucleic acids: DNA. Moreover, DNA is very durable, and preserved in appropriate conditions, almost indestructible in relation to human lifespan. Further, the information contained in nucleic acids is very condensed. This means that in a scant few test tubes we could store servers’ worth of information. Scientists have been thinking for years about replacing digital data carriers with information stored in the genetic code. Thanks to new scientific developments, this prospect is becoming attractive.
Collapse
|
10
|
Cigan E, Eggbauer B, Schrittwieser JH, Kroutil W. The role of biocatalysis in the asymmetric synthesis of alkaloids - an update. RSC Adv 2021; 11:28223-28270. [PMID: 35480754 PMCID: PMC9038100 DOI: 10.1039/d1ra04181a] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Accepted: 07/30/2021] [Indexed: 12/19/2022] Open
Abstract
Alkaloids are a group of natural products with interesting pharmacological properties and a long history of medicinal application. Their complex molecular structures have fascinated chemists for decades, and their total synthesis still poses a considerable challenge. In a previous review, we have illustrated how biocatalysis can make valuable contributions to the asymmetric synthesis of alkaloids. The chemo-enzymatic strategies discussed therein have been further explored and improved in recent years, and advances in amine biocatalysis have vastly expanded the opportunities for incorporating enzymes into synthetic routes towards these important natural products. The present review summarises modern developments in chemo-enzymatic alkaloid synthesis since 2013, in which the biocatalytic transformations continue to take an increasingly 'central' role.
Collapse
Affiliation(s)
- Emmanuel Cigan
- Institute of Chemistry, University of Graz, NAWI Graz, BioTechMed Graz, BioHealth Heinrichstrasse 28/II 8010 Graz Austria
| | - Bettina Eggbauer
- Institute of Chemistry, University of Graz, NAWI Graz, BioTechMed Graz, BioHealth Heinrichstrasse 28/II 8010 Graz Austria
| | - Joerg H Schrittwieser
- Institute of Chemistry, University of Graz, NAWI Graz, BioTechMed Graz, BioHealth Heinrichstrasse 28/II 8010 Graz Austria
| | - Wolfgang Kroutil
- Institute of Chemistry, University of Graz, NAWI Graz, BioTechMed Graz, BioHealth Heinrichstrasse 28/II 8010 Graz Austria
| |
Collapse
|
11
|
Gayet RV, de Puig H, English MA, Soenksen LR, Nguyen PQ, Mao AS, Angenent-Mari NM, Collins JJ. Creating CRISPR-responsive smart materials for diagnostics and programmable cargo release. Nat Protoc 2020; 15:3030-3063. [PMID: 32807909 DOI: 10.1038/s41596-020-0367-8] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2019] [Accepted: 05/28/2020] [Indexed: 02/08/2023]
Abstract
Materials that sense and respond to biological signals in their environment have a broad range of potential applications in drug delivery, medical devices and diagnostics. Nucleic acids are important biological cues that encode information about organismal identity and clinically relevant phenotypes such as drug resistance. We recently developed a strategy to design nucleic acid-responsive materials using the CRISPR-associated nuclease Cas12a as a user-programmable sensor and material actuator. This approach improves on the sensitivity of current DNA-responsive materials while enabling their rapid repurposing toward new sequence targets. Here, we provide a comprehensive resource for the design, synthesis and actuation of CRISPR-responsive hydrogels. First, we provide guidelines for the synthesis of Cas12a guide RNAs (gRNAs) for in vitro applications. We then outline methods for the synthesis of both polyethylene glycol-DNA (PEG-DNA) and polyacrylamide-DNA (PA-DNA) hydrogels, as well as their controlled degradation using Cas12a for the release of cargos, including small molecules, enzymes, nanoparticles and living cells within hours. Finally, we detail the design and assembly of microfluidic paper-based devices that use Cas12a-sensitive hydrogels to convert DNA inputs into a variety of visual and electronic readouts for use in diagnostics. Following the initial validation of the gRNA and Cas12a components (1 d), the synthesis and testing of either PEG-DNA or PA-DNA hydrogels require 3-4 d of laboratory time. Optional extensions, including the release of primary human cells or the design of the paper-based diagnostic, require an additional 2-3 d each.
Collapse
Affiliation(s)
- Raphael V Gayet
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA
- Microbiology Graduate Program, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Helena de Puig
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
| | - Max A English
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Luis R Soenksen
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Peter Q Nguyen
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
| | - Angelo S Mao
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
| | - Nicolaas M Angenent-Mari
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
| | - James J Collins
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA.
- Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Infectious Disease and Microbiome Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Harvard-MIT Program in Health Sciences and Technology, Cambridge, MA, USA.
| |
Collapse
|
12
|
Yeom H, Ryu T, Lee AC, Noh J, Lee H, Choi Y, Kim N, Kwon S. Cell-Free Bacteriophage Genome Synthesis Using Low-Cost Sequence-Verified Array-Synthesized Oligonucleotides. ACS Synth Biol 2020; 9:1376-1384. [PMID: 32383864 DOI: 10.1021/acssynbio.0c00051] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Synthesizing engineered bacteriophages (phages) for human use has potential in various applications ranging from drug screening using a phage display to clinical use using phage therapy. However, the engineering of phages conventionally involves the use of an in vivo system that has low production efficiency because of high virulence against the host and low transformation efficiency. To circumvent these issues, de novo phage genome synthesis using chemically synthesized oligonucleotides (oligos) has increased the potential for engineering phages in a cell-free system. Here, we present a cell-free, low-cost, de novo gene synthesis technology called Sniper assembly for phage genome construction. With massively parallel sequencing of microarray-synthesized oligos, we generated and identified approximately 100 000 clonal DNA clusters in vitro and 5000 error-free ones in a cell-free environment. To demonstrate its practical application, we synthesized the Acinetobacter phage AP205 genome (4268 bp) using 65 sequence-verified DNA clones. Compared to previous reports, Sniper assembly lowered the genome synthesis cost ($0.0137/bp) by producing low-cost sequence-verified DNA.
Collapse
Affiliation(s)
- Huiran Yeom
- Department of Electrical and Computer Engineering, Seoul National University, Seoul, 08826, South Korea
| | - Taehoon Ryu
- Department of Molecular Genetic Engineering, Celemics, Inc., Seoul, 08506, Republic of Korea
| | - Amos Chungwon Lee
- Interdisciplinary Program in Bioengineering, Seoul National University, Seoul, 08826, Republic of Korea
| | - Jinsung Noh
- Department of Electrical and Computer Engineering, Seoul National University, Seoul, 08826, South Korea
| | - Hansaem Lee
- Department of Molecular Genetic Engineering, Celemics, Inc., Seoul, 08506, Republic of Korea
| | - Yeongjae Choi
- Nano Systems Institute, Seoul National University, Seoul, 08826, Republic of Korea
| | - Namphil Kim
- Department of Electrical and Computer Engineering, Seoul National University, Seoul, 08826, South Korea
| | - Sunghoon Kwon
- Department of Electrical and Computer Engineering, Seoul National University, Seoul, 08826, South Korea
- Interdisciplinary Program in Bioengineering, Seoul National University, Seoul, 08826, Republic of Korea
- Bio-MAX institute, Seoul National University, Seoul, 08826, Republic of Korea
- Inter-University Semiconductor Research Center, Seoul, 08826, Republic of Korea
| |
Collapse
|
13
|
Coussement P, Bauwens D, Peters G, Maertens J, De Mey M. Mapping and refactoring pathway control through metabolic and protein engineering: The hexosamine biosynthesis pathway. Biotechnol Adv 2020; 40:107512. [DOI: 10.1016/j.biotechadv.2020.107512] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Revised: 08/07/2019] [Accepted: 09/30/2019] [Indexed: 01/14/2023]
|
14
|
Rosenstein JK, Rose C, Reda S, Weber PM, Kim E, Sello J, Geiser J, Kennedy E, Arcadia C, Dombroski A, Oakley K, Chen SL, Tann H, Rubenstein BM. Principles of Information Storage in Small-Molecule Mixtures. IEEE Trans Nanobioscience 2020; 19:378-384. [PMID: 32142450 DOI: 10.1109/tnb.2020.2977304] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Molecular data systems have the potential to store information at dramatically higher density than existing electronic media. Some of the first experimental demonstrations of this idea have used DNA, but nature also uses a wide diversity of smaller non-polymeric molecules to preserve, process, and transmit information. In this paper, we present a general framework for quantifying chemical memory, which is not limited to polymers and extends to mixtures of molecules of all types. We show that the theoretical limit for molecular information is two orders of magnitude denser by mass than DNA, although this comes with different practical constraints on total capacity. We experimentally demonstrate kilobyte-scale information storage in mixtures of small synthetic molecules, and we consider some of the new perspectives that will be necessary to harness the information capacity available from the vast non-genomic chemical space.
Collapse
|
15
|
Ganley JG, Derbyshire ER. Linking Genes to Molecules in Eukaryotic Sources: An Endeavor to Expand Our Biosynthetic Repertoire. Molecules 2020; 25:E625. [PMID: 32023950 PMCID: PMC7036892 DOI: 10.3390/molecules25030625] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 01/23/2020] [Accepted: 01/30/2020] [Indexed: 02/06/2023] Open
Abstract
The discovery of natural products continues to interest chemists and biologists for their utility in medicine as well as facilitating our understanding of signaling, pathogenesis, and evolution. Despite an attenuation in the discovery rate of new molecules, the current genomics and transcriptomics revolution has illuminated the untapped biosynthetic potential of many diverse organisms. Today, natural product discovery can be driven by biosynthetic gene cluster (BGC) analysis, which is capable of predicting enzymes that catalyze novel reactions and organisms that synthesize new chemical structures. This approach has been particularly effective in mining bacterial and fungal genomes where it has facilitated the discovery of new molecules, increased the understanding of metabolite assembly, and in some instances uncovered enzymes with intriguing synthetic utility. While relatively less is known about the biosynthetic potential of non-fungal eukaryotes, there is compelling evidence to suggest many encode biosynthetic enzymes that produce molecules with unique bioactivities. In this review, we highlight how the advances in genomics and transcriptomics have aided natural product discovery in sources from eukaryotic lineages. We summarize work that has successfully connected genes to previously identified molecules and how advancing these techniques can lead to genetics-guided discovery of novel chemical structures and reactions distributed throughout the tree of life. Ultimately, we discuss the advantage of increasing the known biosynthetic space to ease access to complex natural and non-natural small molecules.
Collapse
Affiliation(s)
- Jack G Ganley
- Department of Chemistry, Duke University, 124 Science Drive, Durham, NC 27708-0346, USA
| | - Emily R Derbyshire
- Department of Chemistry, Duke University, 124 Science Drive, Durham, NC 27708-0346, USA
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, 213 Research Drive, Durham, NC 27710, USA
| |
Collapse
|
16
|
Jackson SS, Sumner LE, Garnier CH, Basham C, Sun LT, Simone PL, Gardner DS, Casagrande RJ. The accelerating pace of biotech democratization. Nat Biotechnol 2019; 37:1403-1408. [DOI: 10.1038/s41587-019-0339-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
|
17
|
Kobokovich A, West R, Montague M, Inglesby T, Gronvall GK. Strengthening Security for Gene Synthesis: Recommendations for Governance. Health Secur 2019; 17:419-429. [PMID: 31755783 DOI: 10.1089/hs.2019.0110] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Since the inception of gene synthesis technologies, there have been concerns about possible misuse. Using gene synthesis, pathogens-particularly small viruses-may be assembled "from scratch" in the laboratory, evading the regulatory regimes many nations have in place to control unauthorized access to dangerous pathogens. Progress has been made to reduce these risks. In 2010, the US Department of Health and Human Services (HHS) published guidance for commercial gene synthesis providers that included sequence screening of the orders and customer screening. The industry-led International Gene Synthesis Consortium (IGSC) was formed in 2009 to share sequence and customer screening methods, and it now includes the major international gene synthesis providers among its members. Since the 2010 HHS Guidance was released, however, there have been changes in gene synthesis technologies and market conditions that have reduced the efficacy of these biosecurity protections, leading to questions about whether the 2010 HHS Guidance should be updated, what changes could make it more effective, and what other international governance efforts could be undertaken to reduce the risks of misuse of gene synthesis products. This article describes these conditions and recommends actions that governments should take to reduce these risks and engage other nations involved in gene synthesis research.
Collapse
Affiliation(s)
- Amanda Kobokovich
- Amanda Kobokovich, MPH, is an Analyst and Research Associate; Rachel West is a doctoral student; Michael Montague, PhD, is a Senior Scholar and Research Scientist; Tom Inglesby, MD, is the Center Director and Professor; and Gigi Kwik Gronvall, PhD, is a Senior Scholar and Associate Professor; all at the Johns Hopkins Center for Health Security and the Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Rachel West
- Amanda Kobokovich, MPH, is an Analyst and Research Associate; Rachel West is a doctoral student; Michael Montague, PhD, is a Senior Scholar and Research Scientist; Tom Inglesby, MD, is the Center Director and Professor; and Gigi Kwik Gronvall, PhD, is a Senior Scholar and Associate Professor; all at the Johns Hopkins Center for Health Security and the Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Michael Montague
- Amanda Kobokovich, MPH, is an Analyst and Research Associate; Rachel West is a doctoral student; Michael Montague, PhD, is a Senior Scholar and Research Scientist; Tom Inglesby, MD, is the Center Director and Professor; and Gigi Kwik Gronvall, PhD, is a Senior Scholar and Associate Professor; all at the Johns Hopkins Center for Health Security and the Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Tom Inglesby
- Amanda Kobokovich, MPH, is an Analyst and Research Associate; Rachel West is a doctoral student; Michael Montague, PhD, is a Senior Scholar and Research Scientist; Tom Inglesby, MD, is the Center Director and Professor; and Gigi Kwik Gronvall, PhD, is a Senior Scholar and Associate Professor; all at the Johns Hopkins Center for Health Security and the Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Gigi Kwik Gronvall
- Amanda Kobokovich, MPH, is an Analyst and Research Associate; Rachel West is a doctoral student; Michael Montague, PhD, is a Senior Scholar and Research Scientist; Tom Inglesby, MD, is the Center Director and Professor; and Gigi Kwik Gronvall, PhD, is a Senior Scholar and Associate Professor; all at the Johns Hopkins Center for Health Security and the Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| |
Collapse
|
18
|
Jin J, Baker EG, Wood CW, Bath J, Woolfson DN, Turberfield AJ. Peptide Assembly Directed and Quantified Using Megadalton DNA Nanostructures. ACS NANO 2019; 13:9927-9935. [PMID: 31381314 PMCID: PMC6764022 DOI: 10.1021/acsnano.9b04251] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Accepted: 08/05/2019] [Indexed: 05/02/2023]
Abstract
In nature, co-assembly of polypeptides, nucleic acids, and polysaccharides is used to create functional supramolecular structures. Here, we show that DNA nanostructures can be used to template interactions between peptides and to enable the quantification of multivalent interactions that would otherwise not be observable. Our functional building blocks are peptide-oligonucleotide conjugates comprising de novo designed dimeric coiled-coil peptides covalently linked to oligonucleotide tags. These conjugates are incorporated in megadalton DNA origami nanostructures and direct nanostructure association through peptide-peptide interactions. Free and bound nanostructures can be counted directly from electron micrographs, allowing estimation of the dissociation constants of the peptides linking them. Results for a single peptide-peptide interaction are consistent with the measured solution-phase free energy; DNA nanostructures displaying multiple peptides allow the effects of polyvalency to be probed. This use of DNA nanostructures as identifiers allows the binding strengths of homo- and heterodimeric peptide combinations to be measured in a single experiment and gives access to dissociation constants that are too low to be quantified by conventional techniques. The work also demonstrates that hybrid biomolecules can be programmed to achieve spatial organization of complex synthetic biomolecular assemblies.
Collapse
Affiliation(s)
- Juan Jin
- Department
of Physics, Clarendon Laboratory, University
of Oxford, Parks Road, Oxford OX1
3PU, United Kingdom
| | - Emily G. Baker
- School
of Chemistry, University of Bristol, Cantock’s Close, Bristol BS8 1TS, United Kingdom
| | - Christopher W. Wood
- School
of Chemistry, University of Bristol, Cantock’s Close, Bristol BS8 1TS, United Kingdom
| | - Jonathan Bath
- Department
of Physics, Clarendon Laboratory, University
of Oxford, Parks Road, Oxford OX1
3PU, United Kingdom
| | - Derek N. Woolfson
- School
of Chemistry, University of Bristol, Cantock’s Close, Bristol BS8 1TS, United Kingdom
- School
of Biochemistry, Medical Sciences Building, University of Bristol, University Walk, Bristol BS8 1TD, United Kingdom
- Bristol
BioDesign Institute, BrisSynBio, University
of Bristol Research Centre in Synthetic Biology, Life Sciences Building, Tyndall Avenue, Bristol BS8 1TQ, United Kingdom
| | - Andrew J. Turberfield
- Department
of Physics, Clarendon Laboratory, University
of Oxford, Parks Road, Oxford OX1
3PU, United Kingdom
| |
Collapse
|
19
|
Kim J, Narayana A, Patel S, Sahay G. Advances in intracellular delivery through supramolecular self-assembly of oligonucleotides and peptides. Theranostics 2019; 9:3191-3212. [PMID: 31244949 PMCID: PMC6567962 DOI: 10.7150/thno.33921] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Accepted: 04/09/2019] [Indexed: 12/15/2022] Open
Abstract
Cells utilize natural supramolecular assemblies to maintain homeostasis and biological functions. Naturally inspired modular assembly of biomaterials are now being exploited for understanding or manipulating cell biology for treatment, diagnosis, and detection of diseases. Supramolecular biomaterials, in particular peptides and oligonucleotides, can be precisely tuned to have diverse structural, mechanical, physicochemical and biological properties. These merits of oligonucleotides and peptides as building blocks have given rise to the evolution of numerous nucleic acid- and peptide-based self-assembling nanomaterials for various medical applications, including drug delivery, tissue engineering, regenerative medicine, and immunotherapy. In this review, we provide an extensive overview of the intracellular delivery approaches using supramolecular self-assembly of DNA, RNA, and peptides. Furthermore, we discuss the current challenges related to subcellular delivery and provide future perspectives of the application of supramolecular biomaterials for intracellular delivery in theranostics.
Collapse
Affiliation(s)
- Jeonghwan Kim
- Department of Pharmaceutical Sciences, College of Pharmacy, Robertson Life Sciences Building, Oregon State University, Portland, OR
| | - Ashwanikumar Narayana
- Department of Pharmaceutical Sciences, College of Pharmacy, Robertson Life Sciences Building, Oregon State University, Portland, OR
| | - Siddharth Patel
- Department of Pharmaceutical Sciences, College of Pharmacy, Robertson Life Sciences Building, Oregon State University, Portland, OR
| | - Gaurav Sahay
- Department of Pharmaceutical Sciences, College of Pharmacy, Robertson Life Sciences Building, Oregon State University, Portland, OR
- Department of Biomedical Engineering, Robertson Life Sciences Building, Oregon Health Science University, Portland, OR
| |
Collapse
|
20
|
Xie SS, Qiu XY, Zhu LY, Zhu CS, Liu CY, Wu XM, Zhu L, Zhang DY. Assembly of TALE-based DNA scaffold for the enhancement of exogenous multi-enzymatic pathway. J Biotechnol 2019; 296:69-74. [DOI: 10.1016/j.jbiotec.2019.03.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Revised: 03/11/2019] [Accepted: 03/14/2019] [Indexed: 10/27/2022]
|
21
|
Munzar JD, Ng A, Juncker D. Duplexed aptamers: history, design, theory, and application to biosensing. Chem Soc Rev 2019; 48:1390-1419. [PMID: 30707214 DOI: 10.1039/c8cs00880a] [Citation(s) in RCA: 121] [Impact Index Per Article: 24.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Nucleic acid aptamers are single stranded DNA or RNA sequences that specifically bind a cognate ligand. In addition to their widespread use as stand-alone affinity binding reagents in analytical chemistry, aptamers have been engineered into a variety of ligand-specific biosensors, termed aptasensors. One of the most common aptasensor formats is the duplexed aptamer (DA). As defined herein, DAs are aptasensors containing two nucleic acid elements coupled via Watson-Crick base pairing: (i) an aptamer sequence, which serves as a ligand-specific receptor, and (ii) an aptamer-complementary element (ACE), such as a short DNA oligonucleotide, which is designed to hybridize to the aptamer. The ACE competes with ligand binding, such that DAs generate a signal upon ligand-dependent ACE-aptamer dehybridization. DAs possess intrinsic advantages over other aptasensor designs. For example, DA biosensing designs generalize across DNA and RNA aptamers, DAs are compatible with many readout methods, and DAs are inherently tunable on the basis of nucleic acid hybridization. However, despite their utility and popularity, DAs have not been well defined in the literature, leading to confusion over the differences between DAs and other aptasensor formats. In this review, we introduce a framework for DAs based on ACEs, and use this framework to distinguish DAs from other aptasensor formats and to categorize cis- and trans-DA designs. We then explore the ligand binding dynamics and chemical properties that underpin DA systems, which fall under conformational selection and induced fit models, and which mirror classical SN1 and SN2 models of nucleophilic substitution reactions. We further review a variety of in vitro and in vivo applications of DAs in the chemical and biological sciences, including riboswitches and riboregulators. Finally, we present future directions of DAs as ligand-responsive nucleic acids. Owing to their tractability, versatility and ease of engineering, DA biosensors bear a great potential for the development of new applications and technologies in fields ranging from analytical chemistry and mechanistic modeling to medicine and synthetic biology.
Collapse
Affiliation(s)
- Jeffrey D Munzar
- McGill University and Genome Quebec Innovation Centre, Montreal, Quebec, Canada.
| | | | | |
Collapse
|
22
|
Wang SS, Ellington AD. Pattern Generation with Nucleic Acid Chemical Reaction Networks. Chem Rev 2019; 119:6370-6383. [DOI: 10.1021/acs.chemrev.8b00625] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Affiliation(s)
- Siyuan S. Wang
- Institute for Cellular and Molecular Biology, University of Texas at Austin, Austin, Texas 78712, United States
| | - Andrew D. Ellington
- Institute for Cellular and Molecular Biology, University of Texas at Austin, Austin, Texas 78712, United States
| |
Collapse
|
23
|
Li F, Xiao M, Pei H. DNA‐Based Chemical Reaction Networks. Chembiochem 2019; 20:1105-1114. [DOI: 10.1002/cbic.201800721] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Indexed: 01/11/2023]
Affiliation(s)
- Fan Li
- Shanghai Key Laboratory of Green Chemistry and Chemical ProcessesSchool of Chemistry and Molecular EngineeringEast China Normal University 500 Dongchuan Road 200241 Shanghai P.R. China
- Guangdong Key Laboratory for Biomedical Measurements and Ultrasound ImagingLaboratory of Evolutionary TheranosticsSchool of Biomedical EngineeringHealth Science CenterShenzhen University Nanhai Avenue 3688 518060 Shenzhen Guangzhou P.R. China
| | - Mingshu Xiao
- Shanghai Key Laboratory of Green Chemistry and Chemical ProcessesSchool of Chemistry and Molecular EngineeringEast China Normal University 500 Dongchuan Road 200241 Shanghai P.R. China
| | - Hao Pei
- Shanghai Key Laboratory of Green Chemistry and Chemical ProcessesSchool of Chemistry and Molecular EngineeringEast China Normal University 500 Dongchuan Road 200241 Shanghai P.R. China
| |
Collapse
|
24
|
Du Y, Pan J, Choi JH. A review on optical imaging of DNA nanostructures and dynamic processes. Methods Appl Fluoresc 2019; 7:012002. [PMID: 30523978 DOI: 10.1088/2050-6120/aaed11] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
DNA self-assembly offers a powerful means to construct complex nanostructures and program dynamic molecular processes such as strand displacement. DNA nanosystems pack high structural complexity in a small scale (typically, <100 nm) and span dynamic features over long periods of time, which bring new challenges for characterizations. The spatial and temporal features of DNA nanosystems require novel experimental methods capable of high resolution imaging over long time periods. This article reviews recent advances in optical imaging methods for characterizing self-assembled DNA nanosystems, with particular emphasis on super-resolved fluorescence microscopy. Several advanced strategies are developed to obtain accurate and detailed images of intricate DNA nanogeometries and to perform precise tracking of molecular motions in dynamic processes. We present state-of-the-art instruments and imaging strategies including localization microscopy and spectral imaging. We discuss how they are used in biological studies and biomedical applications, and also provide current challenges and future outlook. Overall, this review serves as a practical guide in optical microscopy for the field of DNA nanotechnology.
Collapse
Affiliation(s)
- Yancheng Du
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907
| | | | | |
Collapse
|
25
|
|
26
|
Gene synthesis allows biologists to source genes from farther away in the tree of life. Nat Commun 2018; 9:4425. [PMID: 30356044 PMCID: PMC6200774 DOI: 10.1038/s41467-018-06798-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2018] [Accepted: 09/13/2018] [Indexed: 12/11/2022] Open
Abstract
Gene synthesis enables creation and modification of genetic sequences at an unprecedented pace, offering enormous potential for new biological functionality but also increasing the need for biosurveillance. In this paper, we introduce a bioinformatics technique for determining whether a gene is natural or synthetic based solely on nucleotide sequence. This technique, grounded in codon theory and machine learning, can correctly classify genes with 97.7% accuracy on a novel data set. We then classify ∼19,000 unique genes from the Addgene non-profit plasmid repository to investigate whether natural and synthetic genes have differential use in heterologous expression. Phylogenetic analysis of distance between source and expression organisms reveals that researchers are using synthesis to source genes from more genetically-distant organisms, particularly for longer genes. We provide empirical evidence that gene synthesis is leading biologists to sample more broadly across the diversity of life, and we provide a foundational tool for the biosurveillance community.
Collapse
|
27
|
Bolaños Quiñones VA, Zhu H, Solovev AA, Mei Y, Gracias DH. Origami Biosystems: 3D Assembly Methods for Biomedical Applications. ACTA ACUST UNITED AC 2018. [DOI: 10.1002/adbi.201800230] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Vladimir A. Bolaños Quiñones
- Department of Materials Science State Key Laboratory of ASIC and Systems Fudan University Shanghai 200433 P. R. China
| | - Hong Zhu
- Department of Materials Science State Key Laboratory of ASIC and Systems Fudan University Shanghai 200433 P. R. China
| | - Alexander A. Solovev
- Department of Materials Science State Key Laboratory of ASIC and Systems Fudan University Shanghai 200433 P. R. China
| | - Yongfeng Mei
- Department of Materials Science State Key Laboratory of ASIC and Systems Fudan University Shanghai 200433 P. R. China
| | - David H. Gracias
- Department of Chemical and Biomolecular Engineering Johns Hopkins University 3400 N Charles Street, 221 Maryland Hall Baltimore MD 21218 USA
| |
Collapse
|
28
|
Xu Y, Geng N, Zheng X, Luo X, Wu M, Zhang H. DNA logic circuits based amplification system for quencher-free and highly sensitive detection of DNA and adenosine triphosphate. J Pharm Biomed Anal 2018; 161:393-398. [PMID: 30205303 DOI: 10.1016/j.jpba.2018.08.049] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Revised: 07/30/2018] [Accepted: 08/24/2018] [Indexed: 11/30/2022]
Abstract
We fabricated a quencher-free and enzyme-free fluorescence detection system by employing the DNA logic circuits as signal amplifier and 2-aminopurine as signal indicator, and applied it to detect DNA and adenosine triphosphate (ATP). The assay system consisted of three hairpin probes with a sequestered 2-aminopurine molecule in each stem domain which was defined as inputs A, B and C of the logic operation. These three hairpin inputs kept stability and coexisted in reaction solution without target. However, adding target to the system would break the stability and initiate a dynamic assembly of the three inputs through toehold mediated displacement, resulting in the formation of three way junction and the liberation of 2-aminopurine from duplex structure. The structural circumstance changes from duplex to single stand switched the signal from "off" to "on" due to the disarming of base stack interaction, thus attaining amplified fluorescence detection without any extra quencher and avoiding the limitation of distance-independent signal conversion in conventional methods. A limit of detection of 0.46 pM was achieved for target DNA with high discrimination capability. Moreover, the sensing system was expandable for ATP detection. Importantly, the method was simple and easy-to-operate. These features make the DNA logic circuits adaptable as an enzyme-free and quencher-free amplifier, and thus the proposed method offers a powerful platform for DNA and ATP determination, and even other biotargets in clinical diagnosis.
Collapse
Affiliation(s)
- Yongjie Xu
- Department of Laboratory Medicine, Guizhou Provincial People's Hospital, Affiliated Hospital of Guizhou University, Guiyang 550002, Guizhou, China.
| | - Nana Geng
- Special Key Laboratory of Oral Diseases Research, Higher Education Institutions of Guizhou Province, Zunyi Medical University, Zunyi 563099, Guizhou, China
| | - Xiang Zheng
- Department of Cell Biology and Genetics, Zunyi Medical University, Zunyi 563099, Guizhou, China
| | - Xiangrong Luo
- Department of Laboratory Medicine, Guizhou Provincial People's Hospital, Affiliated Hospital of Guizhou University, Guiyang 550002, Guizhou, China
| | - Mingsong Wu
- Special Key Laboratory of Oral Diseases Research, Higher Education Institutions of Guizhou Province, Zunyi Medical University, Zunyi 563099, Guizhou, China
| | - Hua Zhang
- Department of Laboratory Medicine, Guizhou Provincial People's Hospital, Affiliated Hospital of Guizhou University, Guiyang 550002, Guizhou, China.
| |
Collapse
|
29
|
Li SY, Liu JK, Zhao GP, Wang J. CADS: CRISPR/Cas12a-Assisted DNA Steganography for Securing the Storage and Transfer of DNA-Encoded Information. ACS Synth Biol 2018; 7:1174-1178. [PMID: 29596744 DOI: 10.1021/acssynbio.8b00074] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Because DNA has the merit of high capacity and complexity, DNA steganography, which conceals DNA-encoded messages, is very promising in information storage. The classical DNA steganography method hides DNA with a "secret message" in a mount of junk DNA, and the message can be extracted by polymerase chain reaction (PCR) using specific primers (key), followed by DNA sequencing and sequence decoding. As leakage of the primer information may result in message insecurity, new methods are needed to better secure the DNA information. Here, we develop a pre-key by either mixing specific primers (real key) with nonspecific primers (fake key) or linking a real key with 3'-end redundant sequences. Then, the single-stranded DNA (ssDNA) trans cleavage activity of CRISPR/Cas12a is employed to cut a fake key or remove the 3'-end redundant sequences, generating a real key for further information extraction. Therefore, with the Cas12a-assisted DNA steganography method, both storage and transfer of DNA-encoding data can be better protected.
Collapse
Affiliation(s)
- Shi-Yuan Li
- Key Laboratory of Synthetic Biology, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200032, China
- Shanghai Tolo Biotechnology Company Limited, Shanghai 200233, China
| | - Jia-Kun Liu
- Key Laboratory of Synthetic Biology, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200032, China
- Shanghai Tolo Biotechnology Company Limited, Shanghai 200233, China
| | - Guo-Ping Zhao
- Key Laboratory of Synthetic Biology, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200032, China
| | - Jin Wang
- Key Laboratory of Synthetic Biology, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200032, China
| |
Collapse
|
30
|
Snoek T, Romero-Suarez D, Zhang J, Ambri F, Skjoedt ML, Sudarsan S, Jensen MK, Keasling JD. An Orthogonal and pH-Tunable Sensor-Selector for Muconic Acid Biosynthesis in Yeast. ACS Synth Biol 2018; 7:995-1003. [PMID: 29613773 DOI: 10.1021/acssynbio.7b00439] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Microbes offer enormous potential for production of industrially relevant chemicals and therapeutics, yet the rapid identification of high-producing microbes from large genetic libraries is a major bottleneck in modern cell factory development. Here, we develop and apply a synthetic selection system in Saccharomyces cerevisiae that couples the concentration of muconic acid, a plastic precursor, to cell fitness by using the prokaryotic transcriptional regulator BenM driving an antibiotic resistance gene. We show that the sensor-selector does not affect production nor fitness, and find that tuning pH of the cultivation medium limits the rise of nonproducing cheaters. We apply the sensor-selector to selectively enrich for best-producing variants out of a large library of muconic acid production strains, and identify an isolate that produces more than 2 g/L muconic acid in a bioreactor. We expect that this sensor-selector can aid the development of other synthetic selection systems based on allosteric transcription factors.
Collapse
Affiliation(s)
- Tim Snoek
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - David Romero-Suarez
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Jie Zhang
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Francesca Ambri
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Mette L. Skjoedt
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Suresh Sudarsan
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Michael K. Jensen
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Jay D. Keasling
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
- Joint BioEnergy Institute, Emeryville, California 94608, United States
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
- Department of Chemical and Biomolecular Engineering & Department of Bioengineering, University of California, Berkeley, California 94720, United States
| |
Collapse
|
31
|
Affiliation(s)
- Robert Carlson
- Biodesic and Bioeconomy Capital; 3417 Evanston Ave N, Ste 329 Seattle WA 98103 USA
| |
Collapse
|
32
|
Fathizadeh S, Behnia S, Ziaei J. Engineering DNA Molecule Bridge between Metal Electrodes for High-Performance Molecular Transistor: An Environmental Dependent Approach. J Phys Chem B 2018; 122:2487-2494. [DOI: 10.1021/acs.jpcb.7b10034] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- S. Fathizadeh
- Department of Physics, Faculty of Science, Urmia University of Technology, Urmia, Iran
| | - S. Behnia
- Department of Physics, Faculty of Science, Urmia University of Technology, Urmia, Iran
| | - J. Ziaei
- Department of Physics, Faculty of Science, Urmia University of Technology, Urmia, Iran
| |
Collapse
|
33
|
Majikes JM, Ferraz LCC, LaBean TH. pH-Driven Actuation of DNA Origami via Parallel I-Motif Sequences in Solution and on Surfaces. Bioconjug Chem 2017; 28:1821-1825. [PMID: 28616969 DOI: 10.1021/acs.bioconjchem.7b00288] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
As bottom up DNA nanofabrication creates increasingly complex and dynamic mechanisms, the implementation of actuators within the DNA nanotechnology toolkit has grown increasingly important. One such actuator, the I-motif, is fairly simple in that it consists solely of standard DNA sequences and does not require any modification chemistry or special purification beyond that typical for DNA oligomer synthesis. This study presents a new implementation of parallel I-motif actuators, emphasizing their future potential as drivers of complex internal motion between substructures. Here we characterize internal motion between DNA origami substructures via AFM and image analysis. Such parallel I-motif design and quantification of actuation provide a useful step toward more complex and effective molecular machines.
Collapse
Affiliation(s)
- Jacob M Majikes
- North Carolina State University , Raleigh, North Carolina 27695, United States
| | | | - Thomas H LaBean
- North Carolina State University , Raleigh, North Carolina 27695, United States
| |
Collapse
|
34
|
Newman HA, Meluh PB, Lu J, Vidal J, Carson C, Lagesse E, Gray JJ, Boeke JD, Matunis MJ. A high throughput mutagenic analysis of yeast sumo structure and function. PLoS Genet 2017; 13:e1006612. [PMID: 28166236 PMCID: PMC5319795 DOI: 10.1371/journal.pgen.1006612] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Revised: 02/21/2017] [Accepted: 01/31/2017] [Indexed: 11/18/2022] Open
Abstract
Sumoylation regulates a wide range of essential cellular functions through diverse mechanisms that remain to be fully understood. Using S. cerevisiae, a model organism with a single essential SUMO gene (SMT3), we developed a library of >250 mutant strains with single or multiple amino acid substitutions of surface or core residues in the Smt3 protein. By screening this library using plate-based assays, we have generated a comprehensive structure-function based map of Smt3, revealing essential amino acid residues and residues critical for function under a variety of genotoxic and proteotoxic stress conditions. Functionally important residues mapped to surfaces affecting Smt3 precursor processing and deconjugation from protein substrates, covalent conjugation to protein substrates, and non-covalent interactions with E3 ligases and downstream effector proteins containing SUMO-interacting motifs. Lysine residues potentially involved in formation of polymeric chains were also investigated, revealing critical roles for polymeric chains, but redundancy in specific chain linkages. Collectively, our findings provide important insights into the molecular basis of signaling through sumoylation. Moreover, the library of Smt3 mutants represents a valuable resource for further exploring the functions of sumoylation in cellular stress response and other SUMO-dependent pathways.
Collapse
Affiliation(s)
- Heather A. Newman
- Department of Biochemistry and Molecular Biology, Johns Hopkins University, Bloomberg School of Public Health, Baltimore, MD, United States of America
| | - Pamela B. Meluh
- High Throughput Biology Center and Department of Molecular Biology and Genetics, Johns Hopkins University, School of Medicine, Baltimore, MD, United States of America
| | - Jian Lu
- Department of Biochemistry and Molecular Biology, Johns Hopkins University, Bloomberg School of Public Health, Baltimore, MD, United States of America
| | - Jeremy Vidal
- Department of Biochemistry and Molecular Biology, Johns Hopkins University, Bloomberg School of Public Health, Baltimore, MD, United States of America
| | - Caryn Carson
- Department of Biochemistry and Molecular Biology, Johns Hopkins University, Bloomberg School of Public Health, Baltimore, MD, United States of America
| | - Elizabeth Lagesse
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, United States of America
| | - Jeffrey J. Gray
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, United States of America
| | - Jef D. Boeke
- High Throughput Biology Center and Department of Molecular Biology and Genetics, Johns Hopkins University, School of Medicine, Baltimore, MD, United States of America
| | - Michael J. Matunis
- Department of Biochemistry and Molecular Biology, Johns Hopkins University, Bloomberg School of Public Health, Baltimore, MD, United States of America
| |
Collapse
|
35
|
George AK, Singh H. Enzyme-Free Scalable DNA Digital Design Techniques: A Review. IEEE Trans Nanobioscience 2016; 15:928-938. [DOI: 10.1109/tnb.2016.2623218] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
|
36
|
van der Meer JY, Biewenga L, Poelarends GJ. The Generation and Exploitation of Protein Mutability Landscapes for Enzyme Engineering. Chembiochem 2016; 17:1792-1799. [PMID: 27441919 PMCID: PMC5095810 DOI: 10.1002/cbic.201600382] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Indexed: 11/08/2022]
Abstract
The increasing number of enzyme applications in chemical synthesis calls for new engineering methods to develop the biocatalysts of the future. An interesting concept in enzyme engineering is the generation of large-scale mutational data in order to chart protein mutability landscapes. These landscapes allow the important discrimination between beneficial mutations and those that are neutral or detrimental, thus providing detailed insight into sequence-function relationships. As such, mutability landscapes are a powerful tool with which to identify functional hotspots at any place in the amino acid sequence of an enzyme. These hotspots can be used as targets for combinatorial mutagenesis to yield superior enzymes with improved catalytic properties, stability, or even new enzymatic activities. The generation of mutability landscapes for multiple properties of one enzyme provides the exciting opportunity to select mutations that are beneficial either for one or for several of these properties. This review presents an overview of the recent advances in the construction of mutability landscapes and discusses their importance for enzyme engineering.
Collapse
Affiliation(s)
- Jan-Ytzen van der Meer
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, Antonius Deusinglaan 1, 9713 AV, Groningen, The Netherlands
| | - Lieuwe Biewenga
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, Antonius Deusinglaan 1, 9713 AV, Groningen, The Netherlands
| | - Gerrit J Poelarends
- Department of Chemical and Pharmaceutical Biology, Groningen Research Institute of Pharmacy, University of Groningen, Antonius Deusinglaan 1, 9713 AV, Groningen, The Netherlands.
| |
Collapse
|
37
|
Tang NC, Chilkoti A. Combinatorial codon scrambling enables scalable gene synthesis and amplification of repetitive proteins. NATURE MATERIALS 2016; 15:419-24. [PMID: 26726995 PMCID: PMC4809025 DOI: 10.1038/nmat4521] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2015] [Accepted: 11/25/2015] [Indexed: 05/08/2023]
Abstract
Most genes are synthesized using seamless assembly methods that rely on the polymerase chain reaction (PCR). However, PCR of genes encoding repetitive proteins either fails or generates nonspecific products. Motivated by the need to efficiently generate new protein polymers through high-throughput gene synthesis, here we report a codon-scrambling algorithm that enables the PCR-based gene synthesis of repetitive proteins by exploiting the codon redundancy of amino acids and finding the least-repetitive synonymous gene sequence. We also show that the codon-scrambling problem is analogous to the well-known travelling salesman problem, and obtain an exact solution to it by using De Bruijn graphs and a modern mixed integer linear programme solver. As experimental proof of the utility of this approach, we use it to optimize the synthetic genes for 19 repetitive proteins, and show that the gene fragments are amenable to PCR-based gene assembly and recombinant expression.
Collapse
Affiliation(s)
- Nicholas C Tang
- Department of Biomedical Engineering, Duke University, Durham, North Carolina 27708, USA
| | - Ashutosh Chilkoti
- Department of Biomedical Engineering, Duke University, Durham, North Carolina 27708, USA
| |
Collapse
|
38
|
Brunet TDP. Aims and methods of biosteganography. J Biotechnol 2016; 226:56-64. [PMID: 27021958 DOI: 10.1016/j.jbiotec.2016.03.044] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Revised: 03/21/2016] [Accepted: 03/23/2016] [Indexed: 12/31/2022]
Abstract
Applications of biotechnology to information security are now possible and have potentially far reaching political and technological implications. This change in information security practices, initiated by advancements in molecular biological and biotechnology, warrants reasonable and widespread consideration by biologists, biotechnologists and philosophers. I offer an explication of the landmark contributions, developments and current possibilities of biosteganography-the process of transmitting secure messages via biological mediums. I address, (i) how information can be stored and encoded in biological mediums, (ii) how biological mediums (e.g. DNA, RNA, protein) and storage systems (e.g. cells, biofilms, organisms) influence the nature of information security, and (iii) what constitutes a viable application of such biotechnologies.
Collapse
Affiliation(s)
- Tyler D P Brunet
- Computational Biology and Bioinformatics, Dalhousie University, 6050 University Avenue, Halifax, NS, Canada B3H 1W5.
| |
Collapse
|
39
|
Grun C, Werfel J, Zhang DY, Yin P. DyNAMiC Workbench: an integrated development environment for dynamic DNA nanotechnology. J R Soc Interface 2015; 12:20150580. [PMID: 26423437 PMCID: PMC4614494 DOI: 10.1098/rsif.2015.0580] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Accepted: 08/21/2015] [Indexed: 12/20/2022] Open
Abstract
Dynamic DNA nanotechnology provides a promising avenue for implementing sophisticated assembly processes, mechanical behaviours, sensing and computation at the nanoscale. However, design of these systems is complex and error-prone, because the need to control the kinetic pathway of a system greatly increases the number of design constraints and possible failure modes for the system. Previous tools have automated some parts of the design workflow, but an integrated solution is lacking. Here, we present software implementing a three 'tier' design process: a high-level visual programming language is used to describe systems, a molecular compiler builds a DNA implementation and nucleotide sequences are generated and optimized. Additionally, our software includes tools for analysing and 'debugging' the designs in silico, and for importing/exporting designs to other commonly used software systems. The software we present is built on many existing pieces of software, but is integrated into a single package—accessible using a Web-based interface at http://molecular-systems.net/workbench. We hope that the deep integration between tools and the flexibility of this design process will lead to better experimental results, fewer experimental design iterations and the development of more complex DNA nanosystems.
Collapse
Affiliation(s)
- Casey Grun
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
| | - Justin Werfel
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
| | - David Yu Zhang
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
| | - Peng Yin
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA Department of Systems Biology, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
40
|
The emergence of commodity-scale genetic manipulation. Curr Opin Chem Biol 2015; 28:150-5. [DOI: 10.1016/j.cbpa.2015.07.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2015] [Revised: 07/06/2015] [Accepted: 07/08/2015] [Indexed: 11/18/2022]
|
41
|
Chávez R, Fierro F, García-Rico RO, Vaca I. Filamentous fungi from extreme environments as a promising source of novel bioactive secondary metabolites. Front Microbiol 2015; 6:903. [PMID: 26441853 PMCID: PMC4563253 DOI: 10.3389/fmicb.2015.00903] [Citation(s) in RCA: 64] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2015] [Accepted: 08/17/2015] [Indexed: 12/12/2022] Open
Abstract
Natural product search is undergoing resurgence upon the discovery of a huge previously unknown potential for secondary metabolite (SM) production hidden in microbial genomes. This is also the case for filamentous fungi, since their genomes contain a high number of "orphan" SM gene clusters. Recent estimates indicate that only 5% of existing fungal species have been described, thus the potential for the discovery of novel metabolites in fungi is huge. In this context, fungi thriving in harsh environments are of particular interest since they are outstanding producers of unusual chemical structures. At present, there are around 16 genomes from extreme environment-isolated fungi in databases. In a preliminary analysis of three of these genomes we found that several of the predicted SM gene clusters are probably involved in the biosynthesis of compounds not yet described. Genome mining strategies allow the exploitation of the information in genome sequences for the discovery of new natural compounds. The synergy between genome mining strategies and the expected abundance of SMs in fungi from extreme environments is a promising path to discover new natural compounds as a source of medically useful drugs.
Collapse
Affiliation(s)
- Renato Chávez
- Facultad de Química y Biología, Departamento de Biología, Universidad de Santiago de Chile Santiago, Chile
| | - Francisco Fierro
- División de Ciencias Biológicas y de la Salud, Departamento de Biotecnología, Universidad Autónoma Metropolitana-Unidad Iztapalapa México D.F., Mexico
| | - Ramón O García-Rico
- Grupo GIMBIO, Facultad de Ciencias Básicas, Departamento de Microbiología, Universidad de Pamplona Pamplona, Colombia
| | - Inmaculada Vaca
- Facultad de Ciencias, Departamento de Química, Universidad de Chile Santiago, Chile
| |
Collapse
|
42
|
Chen YJ, Groves B, Muscat RA, Seelig G. DNA nanotechnology from the test tube to the cell. NATURE NANOTECHNOLOGY 2015; 10:748-60. [PMID: 26329111 DOI: 10.1038/nnano.2015.195] [Citation(s) in RCA: 417] [Impact Index Per Article: 46.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2015] [Accepted: 07/29/2015] [Indexed: 05/18/2023]
Abstract
The programmability of Watson-Crick base pairing, combined with a decrease in the cost of synthesis, has made DNA a widely used material for the assembly of molecular structures and dynamic molecular devices. Working in cell-free settings, researchers in DNA nanotechnology have been able to scale up system complexity and quantitatively characterize reaction mechanisms to an extent that is infeasible for engineered gene circuits or other cell-based technologies. However, the most intriguing applications of DNA nanotechnology - applications that best take advantage of the small size, biocompatibility and programmability of DNA-based systems - lie at the interface with biology. Here, we review recent progress in the transition of DNA nanotechnology from the test tube to the cell. We highlight key successes in the development of DNA-based imaging probes, prototypes of smart therapeutics and drug delivery systems, and explore the future challenges and opportunities for cellular DNA nanotechnology.
Collapse
Affiliation(s)
- Yuan-Jyue Chen
- Department of Electrical Engineering, University of Washington, Seattle, Washington 98195, USA
| | - Benjamin Groves
- Department of Electrical Engineering, University of Washington, Seattle, Washington 98195, USA
| | - Richard A Muscat
- Department of Electrical Engineering, University of Washington, Seattle, Washington 98195, USA
| | - Georg Seelig
- Department of Electrical Engineering, University of Washington, Seattle, Washington 98195, USA
- Department of Computer Science and Engineering, University of Washington, Seattle, Washington 98195, USA
| |
Collapse
|
43
|
DNA nanotechnology 2.5. NATURE NANOTECHNOLOGY 2015; 10:729. [PMID: 26329104 DOI: 10.1038/nnano.2015.214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
|
44
|
Affiliation(s)
- Kristin Hagen
- EA European Academy of Technology and Innovation Assessment GmbH, Bad Neuenahr-Ahrweiler, Germany
| | - Margret Engelhard
- EA European Academy of Technology and Innovation Assessment GmbH, Bad Neuenahr-Ahrweiler, Germany
| | - Georg Toepfer
- Center for Literary and Cultural Research Berlin, Berlin, Germany
| |
Collapse
|
45
|
Krom RJ, Bhargava P, Lobritz MA, Collins JJ. Engineered Phagemids for Nonlytic, Targeted Antibacterial Therapies. NANO LETTERS 2015; 15:4808-4813. [PMID: 26044909 DOI: 10.1021/acs.nanolett.5b01943] [Citation(s) in RCA: 72] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
The increasing incidence of antibiotic-resistant bacterial infections is creating a global public health threat. Because conventional antibiotic drug discovery has failed to keep pace with the rise of resistance, a growing need exists to develop novel antibacterial methodologies. Replication-competent bacteriophages have been utilized in a limited fashion to treat bacterial infections. However, this approach can result in the release of harmful endotoxins, leading to untoward side effects. Here, we engineer bacterial phagemids to express antimicrobial peptides (AMPs) and protein toxins that disrupt intracellular processes, leading to rapid, nonlytic bacterial death. We show that this approach is highly modular, enabling one to readily alter the number and type of AMPs and toxins encoded by the phagemids. Furthermore, we demonstrate the effectiveness of engineered phagemids in an in vivo murine peritonitis infection model. This work shows that targeted, engineered phagemid therapy can serve as a viable, nonantibiotic means to treat bacterial infections, while avoiding the health issues inherent to lytic and replicative bacteriophage use.
Collapse
Affiliation(s)
- Russell J Krom
- †Institute for Medical Engineering and Science, Department of Biological Engineering, and Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- ‡Harvard-MIT Program in Health Sciences and Technology, Cambridge, Massachusetts 02139, United States
- ∥Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, Massachusetts 02115, United States
- ⊥Department of Molecular and Translational Medicine, Boston University, Boston, Massachusetts 02215, United States
| | - Prerna Bhargava
- †Institute for Medical Engineering and Science, Department of Biological Engineering, and Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- §Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
- ∥Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, Massachusetts 02115, United States
| | - Michael A Lobritz
- †Institute for Medical Engineering and Science, Department of Biological Engineering, and Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- §Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
- ∥Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, Massachusetts 02115, United States
- #Division of Infectious Diseases, Massachusetts General Hospital, Boston, Massachusetts 02114, United States
| | - James J Collins
- †Institute for Medical Engineering and Science, Department of Biological Engineering, and Synthetic Biology Center, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- ‡Harvard-MIT Program in Health Sciences and Technology, Cambridge, Massachusetts 02139, United States
- §Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
- ∥Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, Massachusetts 02115, United States
| |
Collapse
|
46
|
Establishing evidence of contact transfer in criminal investigation by a novel 'peptide coding' reagent. Talanta 2015; 144:1065-9. [PMID: 26452928 DOI: 10.1016/j.talanta.2015.07.014] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2015] [Revised: 06/30/2015] [Accepted: 07/04/2015] [Indexed: 12/17/2022]
Abstract
Forensic investigators are often faced with the challenge of forming a logical association between a suspect, object or location and a particular crime. This article documents the development of a novel reagent that may be used to establish evidence of physical contact between items and individuals as a result of criminal activity. Consisting of a fluorescent compound suspended within an oil-based medium, this reagent utilises the addition of short customisable peptide molecules of a specific known sequence as unique owner-registered 'codes'. This product may be applied onto goods or premises of criminal interest and subsequently transferred onto objects that contact target surfaces. Visualisation of the reagent is then achieved via fluorophore excitation, subsequently allowing rapid peptide recovery and analysis. Simple liquid-liquid extraction methods were devised to rapidly isolate the peptide from other reagent components prior to analysis by ESI-MS.
Collapse
|
47
|
Development of DNA computing and information processing based on DNA-strand displacement. Sci China Chem 2015. [DOI: 10.1007/s11426-015-5373-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
|
48
|
Bayer T, Milker S, Wiesinger T, Rudroff F, Mihovilovic MD. Designer Microorganisms for Optimized Redox Cascade Reactions - Challenges and Future Perspectives. Adv Synth Catal 2015. [DOI: 10.1002/adsc.201500202] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
|
49
|
Pines G, Pines A, Garst AD, Zeitoun RI, Lynch SA, Gill RT. Codon compression algorithms for saturation mutagenesis. ACS Synth Biol 2015; 4:604-14. [PMID: 25303315 DOI: 10.1021/sb500282v] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Saturation mutagenesis is employed in protein engineering and genome-editing efforts to generate libraries that span amino acid design space. Traditionally, this is accomplished by using degenerate/compressed codons such as NNK (N = A/C/G/T, K = G/T), which covers all amino acids and one stop codon. These solutions suffer from two types of redundancy: (a) different codons for the same amino acid lead to bias, and (b) wild type amino acid is included within the library. These redundancies increase library size and downstream screening efforts. Here, we present a dynamic approach to compress codons for any desired list of amino acids, taking into account codon usage. This results in a unique codon collection for every amino acid to be mutated, with the desired redundancy level. Finally, we demonstrate that this approach can be used to design precise oligo libraries amendable to recombineering and CRISPR-based genome editing to obtain a diverse population with high efficiency.
Collapse
Affiliation(s)
- Gur Pines
- Department
of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, Colorado 80309, United States
| | | | - Andrew D. Garst
- Department
of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, Colorado 80309, United States
| | - Ramsey I. Zeitoun
- Department
of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, Colorado 80309, United States
| | - Sean A. Lynch
- Department
of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, Colorado 80309, United States
- Biosciences Center,
National Renewable Energy Laboratory, 15013 Denver West Parkway, Golden, Colorado 80401, United States
| | - Ryan T. Gill
- Department
of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, Colorado 80309, United States
| |
Collapse
|
50
|
Li H, Guo S, Liu Q, Qin L, Dong S, Liu Y, Wang E. Implementation of Arithmetic Functions on a Simple and Universal Molecular Beacon Platform. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2015; 2:1500054. [PMID: 27980941 PMCID: PMC5115375 DOI: 10.1002/advs.201500054] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2015] [Revised: 03/12/2015] [Indexed: 05/25/2023]
Abstract
Diverse advanced logic circuits are fabricated to implement arithmetic functions based on a simple and single molecular beacon platform, including half adder, half subtractor, full adder, full subtractor, and a digital comparator. Dual fluorescence outputs are generated in parallel and a constant threshold value is set to build all the logic circuits. The developed enzyme-free DNA system provides a novel prototype for the design of high-level molecular logic circuits on a biomolecular platform.
Collapse
Affiliation(s)
- Hailong Li
- State Key Laboratory of Electroanalytical Chemistry Changchun Institute of Applied Chemistry Changchun 130022 China; Graduate School of the Chinese Academy of Sciences Beijing 100039 China; Department of Nanomedicine Houston Methodist Research Institute Houston TX 77030 USA; Department of Cell and Developmental Biology Weill Medical College of Cornell University NY 10065 USA
| | - Shaojun Guo
- State Key Laboratory of Electroanalytical Chemistry Changchun Institute of Applied Chemistry Changchun 130022 China; Graduate School of the Chinese Academy of Sciences Beijing 100039 China
| | - Qinghui Liu
- State Key Laboratory of Electroanalytical Chemistry Changchun Institute of Applied Chemistry Changchun 130022 China; Graduate School of the Chinese Academy of Sciences Beijing 100039 China
| | - Lidong Qin
- Department of Nanomedicine Houston Methodist Research Institute Houston TX 77030 USA; Department of Cell and Developmental Biology Weill Medical College of Cornell University NY 10065 USA
| | - Shaojun Dong
- State Key Laboratory of Electroanalytical Chemistry Changchun Institute of Applied Chemistry Changchun 130022 China; Graduate School of the Chinese Academy of Sciences Beijing 100039 China
| | - Yaqing Liu
- State Key Laboratory of Electroanalytical Chemistry Changchun Institute of Applied Chemistry Changchun 130022 China; Graduate School of the Chinese Academy of Sciences Beijing 100039 China
| | - Erkang Wang
- State Key Laboratory of Electroanalytical Chemistry Changchun Institute of Applied Chemistry Changchun 130022 China; Graduate School of the Chinese Academy of Sciences Beijing 100039 China
| |
Collapse
|