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Gao N, Yu A, Yang W, Zhang X, Shen Y, Fu X. Enzymatic de novo oligonucleotide synthesis: Emerging techniques and advancements. Biotechnol Adv 2025:108604. [PMID: 40368114 DOI: 10.1016/j.biotechadv.2025.108604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2025] [Revised: 04/23/2025] [Accepted: 05/10/2025] [Indexed: 05/16/2025]
Abstract
Oligonucleotide synthesis serves as a cornerstone of modern life sciences, enabling groundbreaking advancements across molecular diagnostics, therapeutic development, and transformative technologies including DNA data storage and programmable biological systems. While phosphoramidite-based chemical synthesis remains the industrial standard, its limitations in producing long-sequence constructs, cumulative error rates, and reliance on toxic solvents pose significant challenges for next-generation applications. Emerging enzymatic synthesis approaches offer a paradigm shift by harnessing the inherent precision and environmental sustainability of biological systems. This comprehensive review systematically examines the evolving landscape of oligonucleotide synthesis technologies. We first analyze the mechanistic foundations and persistent limitations of conventional chemical methods, followed by a critical evaluation of enzymatic strategies with particular emphasis on terminal deoxynucleotidyl transferase (TdT)-mediated template-independent polymerization. The work provides detailed insights into enzymatic reaction engineering, including substrate specificity profiling of nucleotide analogs and innovative solid-phase synthesis platforms enabling iterative nucleotide addition. Furthermore, we discuss emerging high-throughput synthesis architectures and commercial translation efforts. In summary, this review comprehensively encapsulates the advancements and commercialization status of enzymatic synthesis technologies, offering valuable guidance that can expedite the innovative development of enzymatic oligonucleotide manufacturing platforms.
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Affiliation(s)
- Nanfeng Gao
- BGI Research, Changzhou 213299, China; BGI Research, Shenzhen 518083, China
| | - Aimiao Yu
- BGI Research, Changzhou 213299, China; BGI Research, Shenzhen 518083, China
| | - Weikang Yang
- BGI Research, Changzhou 213299, China; BGI Research, Shenzhen 518083, China
| | - Xiandi Zhang
- BGI Research, Changzhou 213299, China; BGI Research, Shenzhen 518083, China
| | - Yue Shen
- BGI Research, Changzhou 213299, China; BGI Research, Shenzhen 518083, China; Guangdong Provincial Key Laboratory of Genome Read and Write, BGI-Shenzhen, Shenzhen 518120, China; College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xian Fu
- BGI Research, Changzhou 213299, China; BGI Research, Shenzhen 518083, China.
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2
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Bizat PN, Sabat N, Hollenstein M. Recent Advances in Biocatalytic and Chemoenzymatic Synthesis of Oligonucleotides. Chembiochem 2025; 26:e202400987. [PMID: 39854143 DOI: 10.1002/cbic.202400987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Revised: 01/16/2025] [Accepted: 01/24/2025] [Indexed: 01/26/2025]
Abstract
Access to synthetic oligonucleotides is crucial for applications in diagnostics, therapeutics, synthetic biology, and nanotechnology. Traditional solid phase synthesis is limited by sequence length and complexities, low yields, high costs and poor sustainability. Similarly, polymerase-based approaches such as in vitro transcription and primer extension reactions do not permit any control on the positioning of modifications and display poor substrate tolerance. In response, biocatalytic and chemoenzymatic strategies have emerged as promising alternatives, offering selective and efficient pathways for oligonucleotide synthesis. These methods leverage the precision and efficiency of enzymes to construct oligonucleotides with high fidelity. Recent advancements have focused on optimized systems and/or engineered enzymes enabling the incorporation of chemically modified nucleotides. Biocatalytic approaches, particularly those using DNA/RNA polymerases provide advantages in milder reaction conditions and enhanced sustainability. Chemoenzymatic methods, combining chemical synthesis and enzymes, have proven to be effective in overcoming limitations of traditional solid phase synthesis. This review summarizes recent developments in biocatalytic and chemoenzymatic strategies to construct oligonucleotides, highlighting innovations in enzyme engineering, substrate and reaction condition optimization for various applications. We address crucial details of the methods, their advantages, and limitations as well as important insights for future research directions in oligonucleotide production.
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Affiliation(s)
- Pierre Nicolas Bizat
- Institut Pasteur, Université Paris Cité, CNRS UMR3523, Department of Structural Biology and Chemistry, Laboratory for Bioorganic Chemistry of Nucleic Acids, 28, rue du Docteur Roux, 75724, Paris Cedex 15, France
| | - Nazarii Sabat
- Institut Pasteur, Université Paris Cité, CNRS UMR3523, Department of Structural Biology and Chemistry, Laboratory for Bioorganic Chemistry of Nucleic Acids, 28, rue du Docteur Roux, 75724, Paris Cedex 15, France
| | - Marcel Hollenstein
- Institut Pasteur, Université Paris Cité, CNRS UMR3523, Department of Structural Biology and Chemistry, Laboratory for Bioorganic Chemistry of Nucleic Acids, 28, rue du Docteur Roux, 75724, Paris Cedex 15, France
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3
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Di L, Chen M, Han Y, Guo S, Gong X, Ye S, Zhu C. Rational design of terminal deoxynucleotidyl transferase for RNA primer elongation. Int J Biol Macromol 2025; 309:142712. [PMID: 40174852 DOI: 10.1016/j.ijbiomac.2025.142712] [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] [Received: 01/20/2025] [Revised: 03/26/2025] [Accepted: 03/30/2025] [Indexed: 04/04/2025]
Abstract
The short synthetic oligonucleotides have laid foundations for modern digital biology, biomaterial, and new therapeutics. However, our abilities to synthesize arbitrary sequences of oligonucleotides were stifled by the decades old phosphoramidite chemistry. The template-independent polymerase, Terminal Deoxynucleotidyl Transferase (TdT), is central to de novo enzymatic DNA synthesis through extensive engineering at the substrate binding site, yet the engineered TdT remained inaccessible to the majority of RNA primers. Here we rationally engineered the primer recognition site of TdT for RNA-primed polymerization. We demonstrated the elevation of RNA elongation activity from 20 % to >90 % on a diverse set of primers and evaluated the reaction dynamics. Pairing with the natural nucleotide substrates, the designed R-TdTs could simplify the analytical procedure for RNA sequences. We developed two proof-of-principle methods for feasible detection of trace amount of microRNAs. Combined with the versatile mutations at substrate binding pocket to accommodate nucleotide building blocks, our designed RNA-editing enzymes would become easily adaptable for a wide range of future applications in de novo synthesis of nucleic acid and synthetic biology.
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Affiliation(s)
- Linyan Di
- State Key Laboratory of Synthetic Biology, Tianjin Key Laboratory of Function and Application of Biological Macromolecular Structures, School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin 300072, China
| | - Moyan Chen
- State Key Laboratory of Synthetic Biology, Tianjin Key Laboratory of Function and Application of Biological Macromolecular Structures, School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin 300072, China
| | - Yuqi Han
- State Key Laboratory of Synthetic Biology, Tianjin Key Laboratory of Function and Application of Biological Macromolecular Structures, School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin 300072, China
| | - Shuang Guo
- State Key Laboratory of Synthetic Biology, Tianjin Key Laboratory of Function and Application of Biological Macromolecular Structures, School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin 300072, China
| | - Xiaoqun Gong
- State Key Laboratory of Synthetic Biology, Tianjin Key Laboratory of Function and Application of Biological Macromolecular Structures, School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin 300072, China.
| | - Sheng Ye
- State Key Laboratory of Synthetic Biology, Tianjin Key Laboratory of Function and Application of Biological Macromolecular Structures, School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin 300072, China; Haihe Laboratory of Sustainable Chemical Transformations, Tianjin 300192, China.
| | - Cheng Zhu
- State Key Laboratory of Synthetic Biology, Tianjin Key Laboratory of Function and Application of Biological Macromolecular Structures, School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin 300072, China.
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Bao M, Herdendorf B, Mendonsa G, Chari S, Reddy A. Low-cost and automated magnetic bead-based DNA data writing via digital microfluidics. LAB ON A CHIP 2025; 25:2030-2042. [PMID: 40070261 DOI: 10.1039/d5lc00106d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2025]
Abstract
The rapid growth in data generation presents a significant challenge for conventional storage technologies. DNA storage has emerged as a promising solution, offering substantially greater storage density and durability. However, the current DNA data writing process is costly and labor-intensive, hindering the commercialization of DNA data storage. In this study, we present a digital microfluidics (DMF) platform integrated with E47 DNAzyme ligation chemistry to develop a programmable, cost-effective, and automated DNA data writing process. Our method utilizes pre-synthesized single-stranded DNA as building blocks, which can be assembled into diverse DNA sequences that encode desired data. By employing DNAzymes as biocatalysts, we enable an enzyme-free ligation process at room temperature, significantly reducing costs compared to traditional enzyme-based methods. Our proof-of-concept demonstrates an automated DNA writing process with the reduced reagent input, providing an alternative solution to the high costs associated with current DNA data storage methods. The high specificity of ligation using DNAzymes obviates the need for storing each unique DNA block in its own reservoir, which greatly reduces the total number of reservoirs required to store the starting material. This simplifies the overall layout, and the associated plumbing of the DMF platform. To adapt the conventional column-purification required ligation on the DMF platform, we introduce a DNAzyme-cleavage-assisted bead purification assay. This method employs 17E DNAzymes to cleave and release biotinylated DNA from streptavidin beads, followed by a one-pot ligation with E47 DNAzymes to assemble the desired DNA strands. Our study represents a significant advancement in DNA data storage technology, offering a cost-effective and automated solution that enhances scalability and practicality for commercial DNA data storage applications.
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Affiliation(s)
- Mengdi Bao
- Seagate Technology LLC, 1280 Disc Dr, Shakopee, MN 55379, USA.
| | | | - Gemma Mendonsa
- Seagate Technology LLC, 1280 Disc Dr, Shakopee, MN 55379, USA.
| | - Sriram Chari
- Seagate Technology LLC, 1280 Disc Dr, Shakopee, MN 55379, USA.
| | - Anil Reddy
- Seagate Technology LLC, 1280 Disc Dr, Shakopee, MN 55379, USA.
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5
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Ghosh P, Phadte A, Bhojappa B, Palani S, Srivatsan S. Template-independent enzymatic functionalization of DNA oligonucleotides with environment-sensitive nucleotide probes using terminal deoxynucleotidyl transferase. Nucleic Acids Res 2025; 53:gkaf108. [PMID: 40173016 PMCID: PMC11963764 DOI: 10.1093/nar/gkaf108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Revised: 01/10/2025] [Accepted: 02/12/2025] [Indexed: 04/04/2025] Open
Abstract
Given the emerging use of terminal deoxynucleotidyl transferase (TdT) in biotechnology and its clinical potential as a cancer marker and target, the development of a versatile probe system to study its processivity, substrate properties, and inhibition is highly desired. Here, we demonstrate a multilayered application of a series of environment-sensitive fluorescent 2'-deoxynucleotide probes that harness the activity of TdT in accessing site-specifically functionalized DNA oligonucleotides and devising a real-time fluorescence platform to monitor the enzyme activity and identify potential inhibitors. The nucleotides constructed by coupling heterocycles of progressively increasing chemical modifications (selenophene, benzothiophene, benzofuran, and fluorobenzofuran) at the C5 position of 2'-deoxyuridine serve as suitable substrates for TdT, albeit differences in incorporation efficiency. A battery of experiments provided valuable insights into the scope of this functionalization method. It revealed how a fine balance between steric hindrance and stacking interaction between the heterocycle moiety and primer 3'-end nucleobase in the active site modulates the recognition and processing of nucleotides based on their size. Remarkably, the excellent responsiveness of benzofuran-modified dUTP enabled the design of fluorescence assays to estimate TdT activity, and detect nucleotide and non-nucleotide inhibitors. The findings obtained using our probes should significantly advance TdT-based functionalization, diagnostic, and therapeutic strategies.
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Affiliation(s)
- Pulak Ghosh
- Department of Chemistry, Indian Institute of Science Education and Research (IISER), Pune, Dr. Homi Bhabha Road, Pune 411008, India
| | - Apeksha A Phadte
- Department of Chemistry, Indian Institute of Science Education and Research (IISER), Pune, Dr. Homi Bhabha Road, Pune 411008, India
| | - Bindu Bhojappa
- Department of Biochemistry, Division of Biological Sciences, Indian Institute of Science, C.V. Raman Road, Bengaluru 560012, India
| | - Saravanan Palani
- Department of Biochemistry, Division of Biological Sciences, Indian Institute of Science, C.V. Raman Road, Bengaluru 560012, India
| | - Seergazhi G Srivatsan
- Department of Chemistry, Indian Institute of Science Education and Research (IISER), Pune, Dr. Homi Bhabha Road, Pune 411008, India
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Wang C, Wei D, Wei Z, Yang D, Xing J, Wang Y, Wang X, Wang P, Ma G, Zhang X, Li H, Tang C, Hou P, Wang J, Gao R, Xie G, Li C, Ju Y, Wang P, Yue L, Zhao Y, Sheng Y, Xiao J, Niu H, Xu S, Yang H, Liu D, Duan B, Bu D, Tan G, Chen F. Cost-Effective DNA Storage System with DNA Movable Type. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2411354. [PMID: 39555674 PMCID: PMC11884572 DOI: 10.1002/advs.202411354] [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] [Received: 09/15/2024] [Revised: 11/06/2024] [Indexed: 11/19/2024]
Abstract
In the face of exponential data growth, DNA-based storage offers a promising solution for preserving big data. However, most existing DNA storage methods, akin to traditional block printing, require costly chemical synthesis for each individual data file, adopting a sequential, one-time-use synthesis approach. To overcome these limitations, a novel, cost-effective "DNA-movable-type storage" system, inspired by movable type printing, is introduced. This system utilizes prefabricated DNA movable types-short, double-stranded DNA oligonucleotides encoding specific payload, address, and checksum data. These DNA-MTs are enzymatically ligated/assembled into cohesive sequences, termed "DNA movable type blocks," streamlining the assembly process with the automated BISHENG-1 DNA-MT inkjet printer. Using BISHENG-1, 43.7 KB of data files are successfully printed, assembled, stored, and accurately retrieved in diverse formats (text, image, audio, and video) in vitro and in vivo, using only 350 DNA-MTs. Notably, each DNA-MT, synthesized once (2 OD), can be used up to 10000 times, reducing costs to $122/MB-outperforming existing DNA storage methods. This innovation circumvents the need to synthesize entire DNA sequences encoding files from scratch, offering significant cost and efficiency advantages. Furthermore, it has considerable untapped potential to advance a robust DNA storage system, better meeting the extensive data storage demands of the big-data era.
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Liu X, Yu E, Zhao Q, Han H, Li Q. Enzymes as green and sustainable tools for DNA data storage. Chem Commun (Camb) 2025; 61:2891-2905. [PMID: 39834292 DOI: 10.1039/d4cc06351a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2025]
Abstract
DNA is considered as an ideal supramolecular material for information storage with high storage density and long-term stability. Enzymes, as green and sustainable tools, offer several unique advantages for DNA-based information storage. These advantages include low cost and reduced generation of hazardous wastes during DNA synthesis, as well as the improvements in data reading speed and data recovery accuracy. Moreover, enzymes could achieve scalable data steganography. In this review, we introduced the exciting application strategies of enzymatic tools in each step of DNA information storage (writing, storing, retrieval and reading). We further address the challenges and opportunities associated with enzymatic tools for DNA information storage, aiming at developing new techniques to overcome these obstacles.
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Affiliation(s)
- Xutong Liu
- Key Laboratory for Molecular Enzymology and Engineering of Ministry of Education, School of Life Sciences, Jilin University, Changchun 130012, China.
| | - Enyang Yu
- Key Laboratory for Molecular Enzymology and Engineering of Ministry of Education, School of Life Sciences, Jilin University, Changchun 130012, China.
| | - Qixuan Zhao
- Key Laboratory for Molecular Enzymology and Engineering of Ministry of Education, School of Life Sciences, Jilin University, Changchun 130012, China.
| | - Haobo Han
- Key Laboratory for Molecular Enzymology and Engineering of Ministry of Education, School of Life Sciences, Jilin University, Changchun 130012, China.
| | - Quanshun Li
- Key Laboratory for Molecular Enzymology and Engineering of Ministry of Education, School of Life Sciences, Jilin University, Changchun 130012, China.
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Xu X, Wang W, Ping Z. Biotechnological tools boost the functional diversity of DNA-based data storage systems. Comput Struct Biotechnol J 2025; 27:624-630. [PMID: 40027441 PMCID: PMC11869497 DOI: 10.1016/j.csbj.2025.02.002] [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: 11/08/2024] [Revised: 02/05/2025] [Accepted: 02/05/2025] [Indexed: 03/05/2025] Open
Abstract
DNA-based data storage has emerged as a groundbreaking solution to the growing demand for efficient, high-density, and long-term data storage. It is attracting many researchers' attention, who are implementing functions such as random access, searching, and data operations apart from the existing capabilities, including reading and writing. We summarize the recent progress of how biotechnological tools, based on sequence specificity, encapsulation, and high-dimensional structures of DNA molecules, facilitate the implementation of various functions. The limitations of using biochemical reactions that hinder the development of more precise and efficient information storage systems are also discussed. Future advancements in molecular biology and nanotechnology are expected to improve the architecture, scalability, and efficiency of DNA storage, positioning it as a sustainable and dynamic alternative to conventional data storage systems.
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Affiliation(s)
- Xiaoyuan Xu
- School of Medicine, The Chinese University of Hong Kong, Shenzhen 518172, China
| | - Wen Wang
- BGI Research, Beijing 100101, China
- BGI Research, Shenzhen 518083, China
| | - Zhi Ping
- School of Medicine, The Chinese University of Hong Kong, Shenzhen 518172, China
- BGI Research, Beijing 100101, China
- BGI Research, Shenzhen 518083, China
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9
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Liu B, Wang F, Fan C, Li Q. Data Readout Techniques for DNA-Based Information Storage. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2025:e2412926. [PMID: 39910849 DOI: 10.1002/adma.202412926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Revised: 01/02/2025] [Indexed: 02/07/2025]
Abstract
DNA is a natural chemical substrate that carries genetic information, which also serves as a powerful toolkit for storing digital data. Compared to traditional storage media, DNA molecules offer higher storage density, longer lifespan, and lower maintenance energy consumption. In DNA storage process, data readout is a critical step that bridges the gap between DNA molecular/structures with stored digital information. With the continued development of strategies in DNA data storage technology, the readout techniques have evolved. However, there is a lack of systematic introduction and discussion on the readout techniques for reported DNA data storage systems, especially the correlation between the design of the data storage system and the corresponding selection of readout techniques. This review first introduces two main categories of DNA data storage units (i.e., sequence and structure) and their corresponding readout techniques (i.e., sequencing and nonsequencing methods), and then reviewed representative examples of notable advancements in DNA data storage technology, focusing on data storage unit design, and readout technique selection. It also introduces emerging approaches to assist data readout techniques, such as implementation of microfluidic and fluorescent probes. Finally, the paper discusses the limitations, challenges, and potential of DNA data readout approaches.
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Affiliation(s)
- Bingyi Liu
- School of Chemistry and Chemical Engineering, New Cornerstone Science Laboratory, Frontiers Science Center for Transformative Molecules, National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Fei Wang
- School of Chemistry and Chemical Engineering, New Cornerstone Science Laboratory, Frontiers Science Center for Transformative Molecules, National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Chunhai Fan
- School of Chemistry and Chemical Engineering, New Cornerstone Science Laboratory, Frontiers Science Center for Transformative Molecules, National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Qian Li
- School of Chemistry and Chemical Engineering, New Cornerstone Science Laboratory, Frontiers Science Center for Transformative Molecules, National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China
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Yin Y, Arneson R, Yuan Y, Fang S. Long oligos: direct chemical synthesis of genes with up to 1728 nucleotides. Chem Sci 2025; 16:1966-1973. [PMID: 39759933 PMCID: PMC11694485 DOI: 10.1039/d4sc06958g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2024] [Accepted: 12/17/2024] [Indexed: 01/07/2025] Open
Abstract
The longest oligos that can be chemically synthesized are considered to be 200-mers. Here, we report direct synthesis of an 800-mer green fluorescent protein gene and a 1728-mer Φ29 DNA polymerase gene on an automated synthesizer. Key innovations that enabled this breakthrough include conducting the synthesis on a smooth surface rather than within the pores of traditional supports, and the use of the powerful catching-by-polymerization (CBP) method for isolating the full-length oligos from a complex mixture. Conducting synthesis on a smooth surface not only eliminated the steric hindrance that would otherwise prevent long oligo assembly, but also, surprisingly, drastically reduced synthesis errors. Compared with the benchmark PCR assembly gene synthesis method, the direct long oligo synthesis method has the advantages of higher probability to succeed, fewer sequence restrictions, and being able to synthesize long oligos containing difficult elements such as unusually stable higher-order structures, long repeats, and site-specific modifications. The method is expected to open doors for various projects in areas such as synthetic biology, gene editing, and protein engineering.
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Affiliation(s)
- Yipeng Yin
- Department of Chemistry,, and Health Research Institute, Michigan Technological University Houghton Michigan 49931 USA
| | - Reed Arneson
- College of Forest Resources and Environmental Science, Michigan Technological University Houghton Michigan 49931 USA
| | - Yinan Yuan
- College of Forest Resources and Environmental Science, Michigan Technological University Houghton Michigan 49931 USA
| | - Shiyue Fang
- Department of Chemistry,, and Health Research Institute, Michigan Technological University Houghton Michigan 49931 USA
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Piao Y, Fang Y, Li B, Man T, Chen J, Zhu F, Wang W, Wan Y, Deng S. Bead-Based DNA Synthesis and Sequencing for Integrated Data Storage Using Digital Microfluidics. Angew Chem Int Ed Engl 2025; 64:e202416004. [PMID: 39606901 DOI: 10.1002/anie.202416004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 10/24/2024] [Accepted: 11/27/2024] [Indexed: 11/29/2024]
Abstract
DNA is considered as a prospective candidate for the next-generation data storage medium, due to its high coding density, long cold-storage lifespan, and low energy consumption. Despite these advantages, challenges remain in achieving high-fidelity, fully integrated, and cost-efficient DNA storage system. In this study, a homemade digital microfluidic (DMF)-based compact DNA data storing pipeline is orchestrated to complete the entire process from the synthesis to the sequencing. The synthetic half employs phosphoramidite chemistry on 200 nm magnetic beads (MBs), where the dimethyltrityl protecting group is removed by droplet manipulation of trichloroacetic acid. The sequencing counterpart relies on pyrophosphate releasing originated from polymerase-catalyzed primer extension, which leads to photon-countable chemiluminescence (CL) signal in 2.5-μL drops of trienzyme cascading reactions. Further by DNA denaturation, repeated pyrosequencing plus plurality voting can improve the nucleobase accuracy beyond 95 %. As a proof-of-concept trial, semantic information is saved in DNA via the Huffman coding algorithm plus the Reed-Solomon error-correction, and then robustly retrieved from this streamlined platform. As a result, it took a net total of approximately 6.5 h to writing and reading 8 bytes of data, that equal to a storaging speed of 49 min/byte, much quicker than the previously reported 2.8-4.2 h/byte. This bead-based miniaturized device promises an unattended protocol for achieving high-throughput, full-packaged, and above all, neatly precision DNA storage.
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Affiliation(s)
- Yuhao Piao
- School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing, 210094, China
| | - Yitong Fang
- School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing, 210094, China
| | - Bin Li
- School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing, 210094, China
| | - Tiantian Man
- School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing, 210094, China
| | - Jie Chen
- School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing, 210094, China
| | - Fulin Zhu
- School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing, 210094, China
| | - Weiqiang Wang
- School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing, 210094, China
| | - Ying Wan
- School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing, 210094, China
| | - Shengyuan Deng
- School of Environmental and Biological Engineering, Nanjing University of Science and Technology, Nanjing, 210094, China
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12
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Bajc G, Pavlin A, Figiel M, Zajko W, Nowotny M, Butala M. Data storage based on the absence of nucleotides using a bacteriophage abortive infection system reverse transcriptase. LAB ON A CHIP 2025; 25:113-118. [PMID: 39606820 DOI: 10.1039/d4lc00755g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
DNA molecules are a promising data storage medium for the future; however, effective de novo synthesis of DNA using an enzyme that catalyzes the polymerization of natural nucleoside triphosphates in a user-defined manner, without the need for multiple injections of polymerase, remains a challenge. In the present study, we demonstrated that the bacteriophage abortive infection system reverse transcriptase AbiK from Lactococcus lactis facilitates such an approach. We employed surface plasmon resonance to monitor the polymerization of the DNA strand with a user-defined sequence of multiple segments through a sequential buffer exchange process. Using this method, we synthesized synthetic DNA with segments of random length and a sequence consisting of only three of the four natural nucleotides. The information is encoded using the absence of one nucleotide in each segment. We demonstrated that synthetic DNA can be stored on the chip, and when the DNA is released from the chip, the second strand can be synthesized and read by sequencing. Our setup facilitates a writing speed of one nucleotide in less than 1 s and holds enormous potential for synthesizing DNA for data storage.
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Affiliation(s)
- Gregor Bajc
- Department of Biology, Biotechnical Faculty, University of Ljubljana, 1000 Ljubljana, Slovenia.
| | - Anja Pavlin
- Department of Biology, Biotechnical Faculty, University of Ljubljana, 1000 Ljubljana, Slovenia.
| | - Małgorzata Figiel
- Laboratory of Protein Structure, International Institute of Molecular and Cell Biology in Warsaw, 02-109 Warsaw, Poland
| | - Weronika Zajko
- Laboratory of Protein Structure, International Institute of Molecular and Cell Biology in Warsaw, 02-109 Warsaw, Poland
| | - Marcin Nowotny
- Laboratory of Protein Structure, International Institute of Molecular and Cell Biology in Warsaw, 02-109 Warsaw, Poland
| | - Matej Butala
- Department of Biology, Biotechnical Faculty, University of Ljubljana, 1000 Ljubljana, Slovenia.
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13
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Callisto A, Strutz J, Leeper K, Kalhor R, Church G, Tyo KE, Bhan N. Post-translational digital data encoding into the genomes of mammalian cell populations. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.12.591851. [PMID: 38765976 PMCID: PMC11100781 DOI: 10.1101/2024.05.12.591851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
High resolution cellular signal encoding is critical for better understanding of complex biological phenomena. DNA-based biosignal encoders alter genomic or plasmid DNA in a signal dependent manner. Current approaches involve the signal of interest affecting a DNA edit by interacting with a signal specific promoter which then results in expression of the effector molecule (DNA altering enzyme). Here, we present the proof of concept of a biosignal encoding system where the enzyme terminal deoxynucleotidyl transferase (TdT) acts as the effector molecule upon directly interacting with the signal of interest. A template independent DNA polymerase (DNAp), TdT incorporates nucleotides at the 3' OH ends of DNA substrate in a signal dependent manner. By employing CRISPR-Cas9 to create double stranded breaks in genomic DNA, we make 3'OH ends available to act as substrate for TdT. We show that this system can successfully resolve and encode different concentrations of various biosignals into the genomic DNA of HEK-293T cells. Finally, we develop a simple encoding scheme associated with the tested biosignals and encode the message "HELLO WORLD" into the genomic DNA of HEK-293T cells at a population level with 91% accuracy. This work demonstrates a simple and engineerable system that can reliably store local biosignal information into the genomes of mammalian cell populations.
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Affiliation(s)
- Alec Callisto
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA
| | - Jonathan Strutz
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA
| | - Kathleen Leeper
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
- Center for Epigenetics, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Reza Kalhor
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
- Center for Epigenetics, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
- Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
- Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
- Department of Molecular Biology and Genetics, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - George Church
- Department of Genetics, Harvard Medical School, Boston, MA, 02115, USA
| | - Keith E.J. Tyo
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA
| | - Namita Bhan
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, USA
- Biomedical Research at Novartis, Cambridge, MA, USA
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14
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Milisavljevic M, Rodriguez TR, Tyo KEJ. Elucidating sequence-function relationships in a template-independent polymerase to enable novel DNA recording applications. Biotechnol Bioeng 2024; 121:3808-3821. [PMID: 39275897 DOI: 10.1002/bit.28838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Revised: 08/17/2024] [Accepted: 09/01/2024] [Indexed: 09/16/2024]
Abstract
Harnessing DNA as a high-density storage medium for information storage and molecular recording of signals has been of increasing interest in the biotechnology field. Recently, progress in enzymatic DNA synthesis, DNA digital data storage, and DNA-based molecular recording has been made by leveraging the activity of the template-independent DNA polymerase, terminal deoxynucleotidyl transferase (TdT). TdT adds deoxyribonucleotides to the 3' end of single-stranded DNA, generating random sequences of single-stranded DNA. TdT can use several divalent cations for its enzymatic activity and exhibits shifts in deoxyribonucleotide incorporation frequencies in response to changes in its reaction environment. However, there is limited understanding of sequence-structure-function relationships regarding these properties, which in turn limits our ability to modulate TdT to further advance TdT-based tools. Most TdT literature to-date explores the activity of murine, bovine or human TdTs; studies probing TdT sequence and structure largely focus on strictly conserved residues that are functionally critical to TdT activity. Here, we explore non-conserved TdT sequence space by surveying the natural diversity of TdT. We characterize a diverse set of TdT homologs from different organisms and identify several TdT residues/regions that confer differences in TdT behavior between homologs. The observations in this study can design rules for targeted TdT libraries, in tandem with a screening assay, to modulate TdT properties. Moreover, the data can be useful in guiding further studies of potential residues of interest. Overall, we characterize TdTs that have not been previously studied in the literature, and we provide new insights into TdT sequence-function relationships.
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Affiliation(s)
- Marija Milisavljevic
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois, USA
- Center for Synthetic Biology, Northwestern University, Evanston, Illinois, USA
| | - Teresa Rojas Rodriguez
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois, USA
| | - Keith E J Tyo
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois, USA
- Center for Synthetic Biology, Northwestern University, Evanston, Illinois, USA
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15
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Lin KN, Volkel K, Cao C, Hook PW, Polak RE, Clark AS, San Miguel A, Timp W, Tuck JM, Velev OD, Keung AJ. A primordial DNA store and compute engine. NATURE NANOTECHNOLOGY 2024; 19:1654-1664. [PMID: 39174834 DOI: 10.1038/s41565-024-01771-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Accepted: 07/19/2024] [Indexed: 08/24/2024]
Abstract
Any modern information system is expected to feature a set of primordial features and functions: a substrate stably carrying data; the ability to repeatedly write, read, erase, reload and compute on specific data from that substrate; and the overall ability to execute such functions in a seamless and programmable manner. For nascent molecular information technologies, proof-of-principle realization of this set of primordial capabilities would advance the vision for their continued development. Here we present a DNA-based store and compute engine that captures these primordial capabilities. This system comprises multiple image files encoded into DNA and adsorbed onto ~50-μm-diameter, highly porous, hierarchically branched, colloidal substrate particles comprised of naturally abundant cellulose acetate. Their surface areas are over 200 cm2 mg-1 with binding capacities of over 1012 DNA oligos mg-1, 10 TB mg-1 or 104 TB cm-3. This 'dendricolloid' stably holds DNA files better than bare DNA with an extrapolated ability to be repeatedly lyophilized and rehydrated over 170 times compared with 60 times, respectively. Accelerated ageing studies project half-lives of ~6,000 and 2 million years at 4 °C and -18 °C, respectively. The data can also be erased and replaced, and non-destructive file access is achieved through transcribing from distinct synthetic promoters. The resultant RNA molecules can be directly read via nanopore sequencing and can also be enzymatically computed to solve simplified 3 × 3 chess and sudoku problems. Our study establishes a feasible route for utilizing the high information density and parallel computational advantages of nucleic acids.
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Affiliation(s)
- Kevin N Lin
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA
| | - Kevin Volkel
- Department of Electrical and Computer Engineering, North Carolina State University, Raleigh, NC, USA
| | - Cyrus Cao
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA
| | - Paul W Hook
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Rachel E Polak
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA
- Genetics Program, North Carolina State University, Raleigh, NC, USA
| | - Andrew S Clark
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA
| | - Adriana San Miguel
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA
- Genetics Program, North Carolina State University, Raleigh, NC, USA
| | - Winston Timp
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA
- Department of Molecular Biology and Genetics, Johns Hopkins University, Baltimore, MD, USA
| | - James M Tuck
- Department of Electrical and Computer Engineering, North Carolina State University, Raleigh, NC, USA
| | - Orlin D Velev
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA.
| | - Albert J Keung
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA.
- Genetics Program, North Carolina State University, Raleigh, NC, USA.
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16
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Zhao X, Li J, Fan Q, Dai J, Long Y, Liu R, Zhai J, Pan Q, Li Y. Composite Hedges Nanopores codec system for rapid and portable DNA data readout with high INDEL-Correction. Nat Commun 2024; 15:9395. [PMID: 39477940 PMCID: PMC11525716 DOI: 10.1038/s41467-024-53455-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Accepted: 10/11/2024] [Indexed: 11/02/2024] Open
Abstract
Reading digital information from highly dense but lightweight DNA medium nowadays relies on time-consuming next-generation sequencing. Nanopore sequencing holds the promise to overcome the efficiency problem, but high indel error rates lead to the requirement of large amount of high quality data for accurate readout. Here we introduce Composite Hedges Nanopores, capable of handling indel rates up to 15.9% and substitution rates up to 7.8%. The overall information density can be doubled from 0.59 to 1.17 by utilizing a degenerated eight-letter alphabet. We demonstrate that sequencing times of 20 and 120 minutes are sufficient for processing representative text and image files, respectively. Moreover, to achieve complete data recovery, it is estimated that text and image data require 4× and 8× physical redundancy of composite strands, respectively. Our codec system excels on both molecular design and equalized dictionary usage, laying a solid foundation approaching to real-time DNA data retrieval and encoding.
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Affiliation(s)
- Xuyang Zhao
- School of Microelectronics, MOE Engineering Research Center of Integrated Circuits for Next Generation Communications, Southern University of Science and Technology, Shenzhen, China
| | - Junyao Li
- School of Microelectronics, MOE Engineering Research Center of Integrated Circuits for Next Generation Communications, Southern University of Science and Technology, Shenzhen, China
| | - Qingyuan Fan
- School of Microelectronics, MOE Engineering Research Center of Integrated Circuits for Next Generation Communications, Southern University of Science and Technology, Shenzhen, China
| | - Jing Dai
- School of Microelectronics, MOE Engineering Research Center of Integrated Circuits for Next Generation Communications, Southern University of Science and Technology, Shenzhen, China
| | - Yanping Long
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Ronghui Liu
- School of Microelectronics, MOE Engineering Research Center of Integrated Circuits for Next Generation Communications, Southern University of Science and Technology, Shenzhen, China
| | - Jixian Zhai
- Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Qing Pan
- College of Information Engineering, Zhejiang University of Technology, Hangzhou, China.
| | - Yi Li
- School of Microelectronics, MOE Engineering Research Center of Integrated Circuits for Next Generation Communications, Southern University of Science and Technology, Shenzhen, China.
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17
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de Souza Santos VL, Ribeiro FA, Kim CD, López-Castillo A. The phosphodiester dissociative hydrolysis of a DNA model promoted by metal dications. J Mol Model 2024; 30:381. [PMID: 39438344 DOI: 10.1007/s00894-024-06184-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Accepted: 10/15/2024] [Indexed: 10/25/2024]
Abstract
CONTEXT Phosphodiester bonds, which form the backbone of DNA, are highly stable in the absence of catalysts. This stability is crucial for maintaining the integrity of genetic information. However, when exposed to catalytic agents, these bonds become susceptible to cleavage. In this study, we investigated the role of different metal dications (Ca2⁺, Mg2⁺, Zn2⁺, Mn2⁺, and Cu2⁺) in promoting the hydrolysis of phosphodiester bonds. A minimal DNA model was constructed using two pyrimidine nucleobases (cytosine and thymine), two deoxyribose units, one phosphate group, and one metallic dication coordinated by six water molecules. The results highlight that Cu2⁺ is the most efficient in lowering the energy barrier for bond cleavage, with an energy barrier of 183 kJ/mol, compared to higher barriers for metals like Zn2⁺ (202 kJ/mol), Mn2⁺ (202 kJ/mol), Mg2⁺ (210 kJ/mol), and Ca2⁺ (223 kJ/mol). Understanding the interaction between these metal ions and phosphodiester bonds offers insight into DNA stability and organic data storage systems. METHODS DFT calculations were employed using Gaussian 16 software, applying the B3LYP hybrid functional with def2-SVP basis sets and GD3BJ dispersion corrections. Full geometry optimizations were performed for the initial and transition states, followed by identifying energy barriers associated with phosphodiester bond cleavage. The optimization criteria included maximum force, root-mean-square force, displacement, and energy convergence thresholds.
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Affiliation(s)
| | - Felipe Augusto Ribeiro
- Chemistry Department, Universidade Federal de São Carlos, São Carlos, SP, 13565-905, Brazil
| | - Chang Dong Kim
- Miua Medical Center, Rua Barão de Triunfo, 612, cj. 601, São Paulo, SP, 04602-002, Brazil
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18
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Carlson CK, Loveless TB, Milisavljevic M, Kelly PI, Mills JH, Tyo KEJ, Liu CC. A Massively Parallel In Vivo Assay of TdT Mutants Yields Variants with Altered Nucleotide Insertion Biases. ACS Synth Biol 2024; 13:3326-3343. [PMID: 39302688 PMCID: PMC11747941 DOI: 10.1021/acssynbio.4c00414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2024]
Abstract
Terminal deoxynucleotidyl transferase (TdT) is a unique DNA polymerase capable of template-independent extension of DNA. TdT's de novo DNA synthesis ability has found utility in DNA recording, DNA data storage, oligonucleotide synthesis, and nucleic acid labeling, but TdT's intrinsic nucleotide biases limit its versatility in such applications. Here, we describe a multiplexed assay for profiling and engineering the bias and overall activity of TdT variants with high throughput. In our assay, a library of TdTs is encoded next to a CRISPR-Cas9 target site in HEK293T cells. Upon transfection of Cas9 and sgRNA, the target site is cut, allowing TdT to intercept the double-strand break and add nucleotides. Each resulting insertion is sequenced alongside the identity of the TdT variant that generated it. Using this assay, 25,623 unique TdT variants, constructed by site-saturation mutagenesis at strategic positions, were profiled. This resulted in the isolation of several altered-bias TdTs that expanded the capabilities of our TdT-based DNA recording system, Cell HistorY Recording by Ordered InsertioN (CHYRON), by increasing the information density of recording through an unbiased TdT and achieving dual-channel recording of two distinct inducers (hypoxia and Wnt) through two differently biased TdTs. Select TdT variants were also tested in vitro, revealing concordance between each variant's in vitro bias and the in vivo bias determined from the multiplexed high throughput assay. Overall, our work and the multiplex assay it features should support the continued development of TdT-based DNA recorders, in vitro applications of TdT, and further study of the biology of TdT.
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Affiliation(s)
- Courtney K. Carlson
- Department of Biomedical Engineering, University of California, Irvine, CA 92697
- Center for Synthetic Biology, University of California, Irvine, CA 92697
| | - Theresa B. Loveless
- Department of Biomedical Engineering, University of California, Irvine, CA 92697
- Center for Synthetic Biology, University of California, Irvine, CA 92697
- Department of BioSciences, Rice University, Houston, TX 77005
| | - Marija Milisavljevic
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL 60208
| | - Patrick I. Kelly
- Center for Molecular Design and Biomimetics, The Biodesign Institute, Arizona State University, Tempe, AZ 82587
- School of Molecular Sciences, Arizona State University, Tempe, AZ 82587
| | - Jeremy H. Mills
- Center for Molecular Design and Biomimetics, The Biodesign Institute, Arizona State University, Tempe, AZ 82587
- School of Molecular Sciences, Arizona State University, Tempe, AZ 82587
| | - Keith E. J. Tyo
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL 60208
| | - Chang C. Liu
- Department of Biomedical Engineering, University of California, Irvine, CA 92697
- Center for Synthetic Biology, University of California, Irvine, CA 92697
- Department of Molecular Biology & Biochemistry, University of California, Irvine, CA 92697
- Department of Chemistry, University of California, Irvine, CA 92697
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19
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Sun L, Xiang Y, Du Y, Wang Y, Ma J, Wang Y, Wang X, Wang G, Chen T. Template-independent synthesis and 3'-end labelling of 2'-modified oligonucleotides with terminal deoxynucleotidyl transferases. Nucleic Acids Res 2024; 52:10085-10101. [PMID: 39149896 PMCID: PMC11417362 DOI: 10.1093/nar/gkae691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 07/29/2024] [Accepted: 07/31/2024] [Indexed: 08/17/2024] Open
Abstract
Xenobiotic nucleic acids (XNAs) are artificial genetic polymers with altered structural moieties and useful features, such as enhanced biological and chemical stability. Enzymatic synthesis and efficient labelling of XNAs are crucial for their broader application. Terminal deoxynucleotidyl transferases (TdTs) have been exploited for the de novo synthesis and labelling of DNA and demonstrated the capability of recognizing various substrates. However, the activities of TdTs for the synthesis and labelling of commonly used XNAs with 2' modifications have not been systematically explored. In this work, we explored and demonstrated the varied activities of three TdTs (bovine TdT, MTdT-evo and murine TdT) for the template-independent incorporation of 2'-methoxy NTPs, 2'-fluoro NTPs and 2'-fluoroarabino NTPs into the 3' ends of single- and double-stranded DNAs and the extension of 2'-modified XNAs with (d)NTPs containing a natural or unnatural nucleobase. Taking advantages of these activities, we established a strategy for protecting single-stranded DNAs from exonuclease I degradation by TdT-synthesized 2'-modified XNA tails and methods for 3'-end labelling of 2'-modified XNAs by TdT-mediated synthesis of G-quadruplex-containing tails or incorporation of nucleotides with a functionalized nucleobase. A DNA-2'-fluoroarabino nucleic acid (FANA) chimeric hydrogel was also successfully constructed based on the extraordinary activity of MTdT-evo for template-independent FANA synthesis.
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Affiliation(s)
- Leping Sun
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological Engineering, South China University of Technology, 510006 Guangzhou, China
| | - Yuming Xiang
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological Engineering, South China University of Technology, 510006 Guangzhou, China
| | - Yuhui Du
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological Engineering, South China University of Technology, 510006 Guangzhou, China
| | - Yangming Wang
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological Engineering, South China University of Technology, 510006 Guangzhou, China
| | - Jiezhao Ma
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological Engineering, South China University of Technology, 510006 Guangzhou, China
| | - Yaxin Wang
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological Engineering, South China University of Technology, 510006 Guangzhou, China
| | - Xueting Wang
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological Engineering, South China University of Technology, 510006 Guangzhou, China
| | - Guangyuan Wang
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological Engineering, South China University of Technology, 510006 Guangzhou, China
| | - Tingjian Chen
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological Engineering, South China University of Technology, 510006 Guangzhou, China
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20
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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.
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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
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21
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Niogret G, Chériaux C, Bonhomme F, Levi-Acobas F, Figliola C, Ulrich G, Gasser G, Hollenstein M. A toolbox for enzymatic modification of nucleic acids with photosensitizers for photodynamic therapy. RSC Chem Biol 2024; 5:841-852. [PMID: 39211468 PMCID: PMC11353023 DOI: 10.1039/d4cb00103f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 07/05/2024] [Indexed: 09/04/2024] Open
Abstract
Photodynamic therapy (PDT) is an approved cancer treatment modality. Despite its high efficiency, PDT is limited in terms of specificity and by the poor solubility of the rather lipophilic photosensitizers (PSs). In order to alleviate these limitations, PSs can be conjugated to oligonucleotides. However, most conjugation methods often involve complex organic synthesis and result in the appendage of single modifications at the 3'/5' termini of oligonucleotides. Here, we have investigated the possibility of bioconjugating a range of known PSs by polymerase-mediated synthesis. We have prepared a range of modified nucleoside triphosphates by different conjugation methods and investigated the substrate tolerance of these nucleotides for template-dependent and -independent DNA polymerases. This method represents a mild and versatile approach for the conjugation of single or multiple PSs onto oligonucleotides and can be useful to further improve the efficiency of the PDT treatment.
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Affiliation(s)
- Germain Niogret
- Institut Pasteur, Université Paris Cité, CNRS UMR3523, Department of Structural Biology and Chemistry, Laboratory for Bioorganic Chemistry of Nucleic Acids 28, rue du Docteur Roux 75724 Paris Cedex 15 France
- Chimie ParisTech, PSL University, CNRS, Institute of Chemistry for Life and Health Sciences, Laboratory for Inorganic Chemical Biology 75005 Paris France
| | - Camille Chériaux
- Institut de Chimie et Procédés pour L'Energie, L'Environnement et La Santé (ICPEES), Groupe de Chimie Organique pour Les Matériaux, La Biologie et L'Optique (COMBO), CNRS UMR 7515, École de Chimie, Polymères, Matériaux de Strasbourg (ECPM) 25, Rue Becquerel 67087 Strasbourg Cedex 02 France
| | - Frédéric Bonhomme
- Institut Pasteur, Université Paris Cité, CNRS UMR3523, Department of Structural Biology and Chemistry, Unité de Chimie Biologique Epigénétique 28, rue du Docteur Roux 75724 Paris Cedex 15 France
| | - Fabienne Levi-Acobas
- Institut Pasteur, Université Paris Cité, CNRS UMR3523, Department of Structural Biology and Chemistry, Laboratory for Bioorganic Chemistry of Nucleic Acids 28, rue du Docteur Roux 75724 Paris Cedex 15 France
| | - Carlotta Figliola
- Institut de Chimie et Procédés pour L'Energie, L'Environnement et La Santé (ICPEES), Groupe de Chimie Organique pour Les Matériaux, La Biologie et L'Optique (COMBO), CNRS UMR 7515, École de Chimie, Polymères, Matériaux de Strasbourg (ECPM) 25, Rue Becquerel 67087 Strasbourg Cedex 02 France
| | - Gilles Ulrich
- Institut de Chimie et Procédés pour L'Energie, L'Environnement et La Santé (ICPEES), Groupe de Chimie Organique pour Les Matériaux, La Biologie et L'Optique (COMBO), CNRS UMR 7515, École de Chimie, Polymères, Matériaux de Strasbourg (ECPM) 25, Rue Becquerel 67087 Strasbourg Cedex 02 France
| | - Gilles Gasser
- Chimie ParisTech, PSL University, CNRS, Institute of Chemistry for Life and Health Sciences, Laboratory for Inorganic Chemical Biology 75005 Paris France
| | - Marcel Hollenstein
- Institut Pasteur, Université Paris Cité, CNRS UMR3523, Department of Structural Biology and Chemistry, Laboratory for Bioorganic Chemistry of Nucleic Acids 28, rue du Docteur Roux 75724 Paris Cedex 15 France
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22
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Li K, Lu X, Liao J, Chen H, Lin W, Zhao Y, Tang D, Li C, Tian Z, Zhu Z, Jiang H, Sun J, Zhang H, Yang C. DNA-DISK: Automated end-to-end data storage via enzymatic single-nucleotide DNA synthesis and sequencing on digital microfluidics. Proc Natl Acad Sci U S A 2024; 121:e2410164121. [PMID: 39145927 PMCID: PMC11348301 DOI: 10.1073/pnas.2410164121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Accepted: 07/21/2024] [Indexed: 08/16/2024] Open
Abstract
In the age of information explosion, the exponential growth of digital data far exceeds the capacity of current mainstream storage media. DNA is emerging as a promising alternative due to its higher storage density, longer retention time, and lower power consumption. To date, commercially mature DNA synthesis and sequencing technologies allow for writing and reading of information on DNA with customization and convenience at the research level. However, under the disconnected and nonspecialized mode, DNA data storage encounters practical challenges, including susceptibility to errors, long storage latency, resource-intensive requirements, and elevated information security risks. Herein, we introduce a platform named DNA-DISK that seamlessly streamlined DNA synthesis, storage, and sequencing on digital microfluidics coupled with a tabletop device for automated end-to-end information storage. The single-nucleotide enzymatic DNA synthesis with biocapping strategy is utilized, offering an ecofriendly and cost-effective approach for data writing. A DNA encapsulation using thermo-responsive agarose is developed for on-chip solidification, not only eliminating data clutter but also preventing DNA degradation. Pyrosequencing is employed for in situ and accurate data reading. As a proof of concept, DNA-DISK successfully stored and retrieved a musical sheet file (228 bits) with lower write-to-read latency (4.4 min of latency per bit) as well as superior automation compared to other platforms, demonstrating its potential to evolve into a DNA Hard Disk Drive in the future.
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Affiliation(s)
- Kunjie Li
- Key Laboratory of Spectrochemical Analysis and Instrumentation, Ministry of Education, State Key Laboratory of Physical Chemistry of Solid Surfaces, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Discipline Intelligent Instrument & Equipment, Xiamen University, Xiamen361005, China
| | - Xiaoyun Lu
- Zhonghe Gene Technology Co., Ltd., Tianjin300308, China
| | - Jiaqi Liao
- Key Laboratory of Spectrochemical Analysis and Instrumentation, Ministry of Education, State Key Laboratory of Physical Chemistry of Solid Surfaces, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Discipline Intelligent Instrument & Equipment, Xiamen University, Xiamen361005, China
| | - Heng Chen
- Key Laboratory of Spectrochemical Analysis and Instrumentation, Ministry of Education, State Key Laboratory of Physical Chemistry of Solid Surfaces, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Discipline Intelligent Instrument & Equipment, Xiamen University, Xiamen361005, China
| | - Wei Lin
- Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen361005, China
| | - Yuhan Zhao
- Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen361005, China
| | - Dongbao Tang
- Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen361005, China
| | - Congyu Li
- Zhonghe Gene Technology Co., Ltd., Tianjin300308, China
| | - Zhenyang Tian
- Zhonghe Gene Technology Co., Ltd., Tianjin300308, China
| | - Zhi Zhu
- Key Laboratory of Spectrochemical Analysis and Instrumentation, Ministry of Education, State Key Laboratory of Physical Chemistry of Solid Surfaces, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Discipline Intelligent Instrument & Equipment, Xiamen University, Xiamen361005, China
| | - Huifeng Jiang
- Key Laboratory of Engineering Biology for Low-Carbon Manufacturing, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin300308, China
| | - Jun Sun
- Zhonghe Gene Technology Co., Ltd., Tianjin300308, China
| | - Huimin Zhang
- Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen361005, China
| | - Chaoyong Yang
- Key Laboratory of Spectrochemical Analysis and Instrumentation, Ministry of Education, State Key Laboratory of Physical Chemistry of Solid Surfaces, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Discipline Intelligent Instrument & Equipment, Xiamen University, Xiamen361005, China
- Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen361005, China
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23
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Milisavljevic M, Rodriguez TR, Carlson CK, Liu CC, Tyo KEJ. Engineering the Activity of a Template-Independent DNA Polymerase. ACS Synth Biol 2024; 13:2492-2504. [PMID: 39083642 DOI: 10.1021/acssynbio.4c00255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/02/2024]
Abstract
Enzymatic DNA writing technologies based on the template-independent DNA polymerase terminal deoxynucleotidyl transferase (TdT) have the potential to advance DNA information storage. TdT is unique in its ability to synthesize single-stranded DNA de novo but has limitations, including catalytic inhibition by ribonucleotide presence and slower incorporation rates compared to replicative polymerases. We anticipate that protein engineering can improve, modulate, and tailor the enzyme's properties, but there is limited information on TdT sequence-structure-function relationships to facilitate rational approaches. Therefore, we developed an easily modifiable screening assay that can measure the TdT activity in high-throughput to evaluate large TdT mutant libraries. We demonstrated the assay's capabilities by engineering TdT mutants that exhibit both improved catalytic efficiency and improved activity in the presence of an inhibitor. We screened for and identified TdT variants with greater catalytic efficiency in both selectively incorporating deoxyribonucleotides and in the presence of deoxyribonucleotide/ribonucleotide mixes. Using this information from the screening assay, we rationally engineered other TdT homologues with the same properties. The emulsion-based assay we developed is, to the best of our knowledge, the first high-throughput screening assay that can measure TdT activity quantitatively and without the need for protein purification.
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Affiliation(s)
- Marija Milisavljevic
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Center for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
| | - Teresa Rojas Rodriguez
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Courtney K Carlson
- Department of Biomedical Engineering, University of California, Irvine, California 92697, United States
- Center for Synthetic Biology, University of California, Irvine, California 92697, United States
| | - Chang C Liu
- Department of Biomedical Engineering, University of California, Irvine, California 92697, United States
- Center for Synthetic Biology, University of California, Irvine, California 92697, United States
| | - Keith E J Tyo
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, Illinois 60208, United States
- Center for Synthetic Biology, Northwestern University, Evanston, Illinois 60208, United States
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24
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Padhy P, Zaman MA, Jensen MA, Cheng YT, Huang Y, Wu M, Galambos L, Davis RW, Hesselink L. Dielectrophoretic bead-droplet reactor for solid-phase synthesis. Nat Commun 2024; 15:6159. [PMID: 39039069 PMCID: PMC11263596 DOI: 10.1038/s41467-024-49284-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: 05/06/2023] [Accepted: 05/29/2024] [Indexed: 07/24/2024] Open
Abstract
Solid-phase synthesis underpins many advances in synthetic and combinatorial chemistry, biology, and material science. The immobilization of a reacting species on the solid support makes interfacing of reagents an important challenge in this approach. In traditional synthesis columns, this leads to reaction errors that limit the product yield and necessitates excess consumption of the mobile reagent phase. Although droplet microfluidics can mitigate these problems, its adoption is fundamentally limited by the inability to controllably interface microbeads and reagent droplets. Here, we introduce Dielectrophoretic Bead-Droplet Reactor as a physical method to implement solid-phase synthesis on individual functionalized microbeads by encapsulating and ejecting them from microdroplets by tuning the supply voltage. Proof-of-concept demonstration of the enzymatic coupling of fluorescently labeled nucleotides onto the bead using this reactor yielded a 3.2-fold higher fidelity over columns through precise interfacing of individual microreactors and beads. Our work combines microparticle manipulation and droplet microfluidics to address a long-standing problem in solid-phase synthesis with potentially wide-ranging implications.
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Affiliation(s)
- Punnag Padhy
- Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA.
| | - Mohammad Asif Zaman
- Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Michael Anthony Jensen
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, 94304, USA.
- Department of Biochemistry, Stanford University, Stanford, CA, 94305, USA.
| | - Yao-Te Cheng
- Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Yogi Huang
- Department of Chemical Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Mo Wu
- Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Ludwig Galambos
- Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Ronald Wayne Davis
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, 94304, USA
- Department of Biochemistry, Stanford University, Stanford, CA, 94305, USA
- Department of Genetics, Stanford University, Stanford, CA, 94305, USA
| | - Lambertus Hesselink
- Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA.
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25
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Kim JW, Jeong J, Kwak HY, No JS. Design of DNA Storage Coding Scheme With LDPC Codes and Interleaving. IEEE Trans Nanobioscience 2024; 23:447-457. [PMID: 38512749 DOI: 10.1109/tnb.2024.3379976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2024]
Abstract
In this paper, we propose a new coding scheme for DNA storage using low-density parity-check (LDPC) codes and interleaving techniques. While conventional coding schemes generally employ error correcting codes in both inter and intra-oligo directions, we show that inter-oligo LDPC codes, optimized by differential evolution, are sufficient in ensuring the reliability of DNA storage due to the powerful soft decoding of LDPC codes. In addition, we apply interleaving techniques for handling non-uniform error characteristics of DNA storage to enhance the decoding performance. Consequently, the proposed coding scheme reduces the required number of oligo reads for perfect recovery by 26.25% ~ 38.5% compared to existing state-of-the-art coding schemes. Moreover, we develop an analytical DNA channel model in terms of non-uniform binary symmetric channels. This mathematical model allows us to demonstrate the superiority of the proposed coding scheme while isolating the experimental variation, as well as confirm the independent effects of LDPC codes and interleaving techniques.
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26
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Kissman EN, Sosa MB, Millar DC, Koleski EJ, Thevasundaram K, Chang MCY. Expanding chemistry through in vitro and in vivo biocatalysis. Nature 2024; 631:37-48. [PMID: 38961155 DOI: 10.1038/s41586-024-07506-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 05/01/2024] [Indexed: 07/05/2024]
Abstract
Living systems contain a vast network of metabolic reactions, providing a wealth of enzymes and cells as potential biocatalysts for chemical processes. The properties of protein and cell biocatalysts-high selectivity, the ability to control reaction sequence and operation in environmentally benign conditions-offer approaches to produce molecules at high efficiency while lowering the cost and environmental impact of industrial chemistry. Furthermore, biocatalysis offers the opportunity to generate chemical structures and functions that may be inaccessible to chemical synthesis. Here we consider developments in enzymes, biosynthetic pathways and cellular engineering that enable their use in catalysis for new chemistry and beyond.
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Affiliation(s)
- Elijah N Kissman
- Department of Chemistry, University of California Berkeley, Berkeley, CA, USA
| | - Max B Sosa
- Department of Chemistry, University of California Berkeley, Berkeley, CA, USA
| | - Douglas C Millar
- Department of Chemical and Biomolecular Engineering, University of California Berkeley, Berkeley, CA, USA
| | - Edward J Koleski
- Department of Chemistry, University of California Berkeley, Berkeley, CA, USA
| | | | - Michelle C Y Chang
- Department of Chemistry, University of California Berkeley, Berkeley, CA, USA.
- Department of Chemical and Biomolecular Engineering, University of California Berkeley, Berkeley, CA, USA.
- Department of Molecular and Cell Biology, University of California Berkeley, Berkeley, CA, USA.
- Department of Chemistry, Princeton University, Princeton, NJ, USA.
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27
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Pichon M, Hollenstein M. Controlled enzymatic synthesis of oligonucleotides. Commun Chem 2024; 7:138. [PMID: 38890393 PMCID: PMC11189433 DOI: 10.1038/s42004-024-01216-0] [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: 02/16/2024] [Accepted: 05/24/2024] [Indexed: 06/20/2024] Open
Abstract
Oligonucleotides are advancing as essential materials for the development of new therapeutics, artificial genes, or in storage of information applications. Hitherto, our capacity to write (i.e., synthesize) oligonucleotides is not as efficient as that to read (i.e., sequencing) DNA/RNA. Alternative, biocatalytic methods for the de novo synthesis of natural or modified oligonucleotides are in dire need to circumvent the limitations of traditional synthetic approaches. This Perspective article summarizes recent progress made in controlled enzymatic synthesis, where temporary blocked nucleotides are incorporated into immobilized primers by polymerases. While robust protocols have been established for DNA, RNA or XNA synthesis is more challenging. Nevertheless, using a suitable combination of protected nucleotides and polymerase has shown promises to produce RNA oligonucleotides even though the production of long DNA/RNA/XNA sequences (>1000 nt) remains challenging. We surmise that merging ligase- and polymerase-based synthesis would help to circumvent the current shortcomings of controlled enzymatic synthesis.
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Affiliation(s)
- Maëva Pichon
- Institut Pasteur, Université Paris Cité, CNRS UMR3523, Department of Structural Biology and Chemistry, Laboratory for Bioorganic Chemistry of Nucleic Acids, 28, Rue du Docteur Roux, 75724, Paris Cedex 15, France
| | - Marcel Hollenstein
- Institut Pasteur, Université Paris Cité, CNRS UMR3523, Department of Structural Biology and Chemistry, Laboratory for Bioorganic Chemistry of Nucleic Acids, 28, Rue du Docteur Roux, 75724, Paris Cedex 15, France.
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28
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Carlson CK, Loveless TB, Milisavljevic M, Kelly PI, Mills JH, Tyo KEJ, Liu CC. A massively parallel in vivo assay of TdT mutants yields variants with altered nucleotide insertion biases. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.11.598561. [PMID: 38915690 PMCID: PMC11195295 DOI: 10.1101/2024.06.11.598561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
Terminal deoxynucleotidyl transferase (TdT) is a unique DNA polymerase capable of template-independent extension of DNA with random nucleotides. TdT's de novo DNA synthesis ability has found utility in DNA recording, DNA data storage, oligonucleotide synthesis, and nucleic acid labeling, but TdT's intrinsic nucleotide biases limit its versatility in such applications. Here, we describe a multiplexed assay for profiling and engineering the bias and overall activity of TdT variants in high throughput. In our assay, a library of TdTs is encoded next to a CRISPR-Cas9 target site in HEK293T cells. Upon transfection of Cas9 and sgRNA, the target site is cut, allowing TdT to intercept the double strand break and add nucleotides. Each resulting insertion is sequenced alongside the identity of the TdT variant that generated it. Using this assay, 25,623 unique TdT variants, constructed by site-saturation mutagenesis at strategic positions, were profiled. This resulted in the isolation of several altered-bias TdTs that expanded the capabilities of our TdT-based DNA recording system, Cell History Recording by Ordered Insertion (CHYRON), by increasing the information density of recording through an unbiased TdT and achieving dual-channel recording of two distinct inducers (hypoxia and Wnt) through two differently biased TdTs. Select TdT variants were also tested in vitro , revealing concordance between each variant's in vitro bias and the in vivo bias determined from the multiplexed high throughput assay. Overall, our work, and the multiplex assay it features, should support the continued development of TdT-based DNA recorders, in vitro applications of TdT, and further study of the biology of TdT.
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29
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Gumus S, Biechele-Speziale D, Manz KE, Pennell KD, Rubenstein BM, Rosenstein JK. Repurposing Waste Chemicals for Sustainable and Durable Molecular Data Storage. ACS OMEGA 2024; 9:19904-19910. [PMID: 38737050 PMCID: PMC11079871 DOI: 10.1021/acsomega.3c09234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Revised: 03/31/2024] [Accepted: 04/15/2024] [Indexed: 05/14/2024]
Abstract
Molecular data storage offers the intriguing possibility of higher theoretical density and longer lifetimes than today's electronic memory devices. Some demonstrations have used deoxyribonucleic acid (DNA), but bottlenecks in nucleic acid synthesis continue to make DNA data storage orders of magnitude more expensive than electronic storage media. Additionally, despite its potential for long-term storage, DNA faces durability challenges from environmental degradation. In this work, we demonstrate nongenomic molecular data storage using molecular libraries redirected from chemical waste streams. This approach requires no synthetic effort and can be implemented by using molecules that have a minimal associated cost. While the technique is agnostic about the exact molecular content of its inputs, we confirmed that some sources contained poly fluoroalkyl substances (PFAS), which persist for long periods in the natural environment and could offer extremely durable information storage as well as environmental benefits. These demonstrations provide a perspective on some of the valuable possibilities for nongenomic molecular information systems.
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Affiliation(s)
| | | | - Katherine E. Manz
- Brown
University, Providence, Rhode Island 02912, United States
- University
of Michigan, Ann Arbor, Michigan 48109, United States
| | - Kurt D. Pennell
- Brown
University, Providence, Rhode Island 02912, United States
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30
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Yu M, Tang X, Li Z, Wang W, Wang S, Li M, Yu Q, Xie S, Zuo X, Chen C. High-throughput DNA synthesis for data storage. Chem Soc Rev 2024; 53:4463-4489. [PMID: 38498347 DOI: 10.1039/d3cs00469d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2024]
Abstract
With the explosion of digital world, the dramatically increasing data volume is expected to reach 175 ZB (1 ZB = 1012 GB) in 2025. Storing such huge global data would consume tons of resources. Fortunately, it has been found that the deoxyribonucleic acid (DNA) molecule is the most compact and durable information storage medium in the world so far. Its high coding density and long-term preservation properties make itself one of the best data storage carriers for the future. High-throughput DNA synthesis is a key technology for "DNA data storage", which encodes binary data stream (0/1) into quaternary long DNA sequences consisting of four bases (A/G/C/T). In this review, the workflow of DNA data storage and the basic methods of artificial DNA synthesis technology are outlined first. Then, the technical characteristics of different synthesis methods and the state-of-the-art of representative commercial companies, with a primary focus on silicon chip microarray-based synthesis and novel enzymatic DNA synthesis are presented. Finally, the recent status of DNA storage and new opportunities for future development in the field of high-throughput, large-scale DNA synthesis technology are summarized.
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Affiliation(s)
- Meng Yu
- Institute of Medical Chips, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025, Shanghai, China.
- School of Microelectronics, Shanghai University, 201800, Shanghai, China
- Shanghai Industrial μTechnology Research Institute, 201800, Shanghai, China
| | - Xiaohui Tang
- Institute of Medical Chips, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025, Shanghai, China.
- Shanghai Industrial μTechnology Research Institute, 201800, Shanghai, China
| | - Zhenhua Li
- Institute of Medical Chips, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025, Shanghai, China.
- Shanghai Industrial μTechnology Research Institute, 201800, Shanghai, China
| | - Weidong Wang
- Shanghai Industrial μTechnology Research Institute, 201800, Shanghai, China
| | - Shaopeng Wang
- Institute of Molecular Medicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 200127, Shanghai, China.
| | - Min Li
- Institute of Molecular Medicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 200127, Shanghai, China.
| | - Qiuliyang Yu
- Shenzhen Key Laboratory for the Intelligent Microbial Manufacturing of Medicines, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, 518055, Shenzhen, China
| | - Sijia Xie
- Institute of Medical Chips, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025, Shanghai, China.
- School of Microelectronics, Shanghai University, 201800, Shanghai, China
- Shanghai Industrial μTechnology Research Institute, 201800, Shanghai, China
| | - Xiaolei Zuo
- Institute of Molecular Medicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 200127, Shanghai, China.
| | - Chang Chen
- Institute of Medical Chips, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025, Shanghai, China.
- School of Microelectronics, Shanghai University, 201800, Shanghai, China
- Shanghai Industrial μTechnology Research Institute, 201800, Shanghai, China
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, 200050, Shanghai, China
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31
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Tang NC, Su JC, Shmidov Y, Kelly G, Deshpande S, Sirohi P, Peterson N, Chilkoti A. Synthetic intrinsically disordered protein fusion tags that enhance protein solubility. Nat Commun 2024; 15:3727. [PMID: 38697982 PMCID: PMC11066018 DOI: 10.1038/s41467-024-47519-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 04/03/2024] [Indexed: 05/05/2024] Open
Abstract
We report the de novo design of small (<20 kDa) and highly soluble synthetic intrinsically disordered proteins (SynIDPs) that confer solubility to a fusion partner with minimal effect on the activity of the fused protein. To identify highly soluble SynIDPs, we create a pooled gene-library utilizing a one-pot gene synthesis technology to create a large library of repetitive genes that encode SynIDPs. We identify three small (<20 kDa) and highly soluble SynIDPs from this gene library that lack secondary structure and have high solvation. Recombinant fusion of these SynIDPs to three known inclusion body forming proteins rescue their soluble expression and do not impede the activity of the fusion partner, thereby eliminating the need for removal of the SynIDP tag. These findings highlight the utility of SynIDPs as solubility tags, as they promote the soluble expression of proteins in E. coli and are small, unstructured proteins that minimally interfere with the biological activity of the fused protein.
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Affiliation(s)
- Nicholas C Tang
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA
| | - Jonathan C Su
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA
| | - Yulia Shmidov
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA
| | - Garrett Kelly
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA
| | - Sonal Deshpande
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA
| | - Parul Sirohi
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA
| | - Nikhil Peterson
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA
| | - Ashutosh Chilkoti
- Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA.
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32
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Cao B, Zheng Y, Shao Q, Liu Z, Xie L, Zhao Y, Wang B, Zhang Q, Wei X. Efficient data reconstruction: The bottleneck of large-scale application of DNA storage. Cell Rep 2024; 43:113699. [PMID: 38517891 DOI: 10.1016/j.celrep.2024.113699] [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] [Received: 08/09/2023] [Revised: 11/15/2023] [Accepted: 01/05/2024] [Indexed: 03/24/2024] Open
Abstract
Over the past decade, the rapid development of DNA synthesis and sequencing technologies has enabled preliminary use of DNA molecules for digital data storage, overcoming the capacity and persistence bottlenecks of silicon-based storage media. DNA storage has now been fully accomplished in the laboratory through existing biotechnology, which again demonstrates the viability of carbon-based storage media. However, the high cost and latency of data reconstruction pose challenges that hinder the practical implementation of DNA storage beyond the laboratory. In this article, we review existing advanced DNA storage methods, analyze the characteristics and performance of biotechnological approaches at various stages of data writing and reading, and discuss potential factors influencing DNA storage from the perspective of data reconstruction.
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Affiliation(s)
- Ben Cao
- School of Computer Science and Technology, Dalian University of Technology, Lingshui Street, Dalian, Liaoning 116024, China; Centre for Frontier AI Research, Agency for Science, Technology, and Research (A(∗)STAR), 1 Fusionopolis Way, Singapore 138632, Singapore
| | - Yanfen Zheng
- School of Computer Science and Technology, Dalian University of Technology, Lingshui Street, Dalian, Liaoning 116024, China
| | - Qi Shao
- Key Laboratory of Advanced Design and Intelligent Computing, Ministry of Education, School of Software Engineering, Dalian University, Xuefu Street, Dalian, Liaoning 116622, China
| | - Zhenlu Liu
- Key Laboratory of Advanced Design and Intelligent Computing, Ministry of Education, School of Software Engineering, Dalian University, Xuefu Street, Dalian, Liaoning 116622, China
| | - Lei Xie
- Key Laboratory of Advanced Design and Intelligent Computing, Ministry of Education, School of Software Engineering, Dalian University, Xuefu Street, Dalian, Liaoning 116622, China
| | - Yunzhu Zhao
- Key Laboratory of Advanced Design and Intelligent Computing, Ministry of Education, School of Software Engineering, Dalian University, Xuefu Street, Dalian, Liaoning 116622, China
| | - Bin Wang
- Key Laboratory of Advanced Design and Intelligent Computing, Ministry of Education, School of Software Engineering, Dalian University, Xuefu Street, Dalian, Liaoning 116622, China
| | - Qiang Zhang
- School of Computer Science and Technology, Dalian University of Technology, Lingshui Street, Dalian, Liaoning 116024, China.
| | - Xiaopeng Wei
- School of Computer Science and Technology, Dalian University of Technology, Lingshui Street, Dalian, Liaoning 116024, China
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33
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Obexer R, Nassir M, Moody ER, Baran PS, Lovelock SL. Modern approaches to therapeutic oligonucleotide manufacturing. Science 2024; 384:eadl4015. [PMID: 38603508 DOI: 10.1126/science.adl4015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 02/28/2024] [Indexed: 04/13/2024]
Abstract
Therapeutic oligonucleotides are a powerful drug modality with the potential to treat many diseases. The rapidly growing number of therapies that have been approved and that are in advanced clinical trials will place unprecedented demands on our capacity to manufacture oligonucleotides at scale. Existing methods based on solid-phase phosphoramidite chemistry are limited by their scalability and sustainability, and new approaches are urgently needed to deliver the multiton quantities of oligonucleotides that are required for therapeutic applications. The chemistry community has risen to the challenge by rethinking strategies for oligonucleotide production. Advances in chemical synthesis, biocatalysis, and process engineering technologies are leading to increasingly efficient and selective routes to oligonucleotide sequences. We review these developments, along with remaining challenges and opportunities for innovations that will allow the sustainable manufacture of diverse oligonucleotide products.
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Affiliation(s)
- R Obexer
- Manchester Institute of Biotechnology, Department of Chemistry, University of Manchester, Manchester, UK
| | - M Nassir
- Department of Chemistry, Scripps Research, La Jolla, CA, USA
| | - E R Moody
- Manchester Institute of Biotechnology, Department of Chemistry, University of Manchester, Manchester, UK
| | - P S Baran
- Department of Chemistry, Scripps Research, La Jolla, CA, USA
| | - S L Lovelock
- Manchester Institute of Biotechnology, Department of Chemistry, University of Manchester, Manchester, UK
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34
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Li S, Tan W, Jia X, Miao Q, Liu Y, Yang D. Recent advances in the synthesis of single-stranded DNA in vitro. Biotechnol J 2024; 19:e2400026. [PMID: 38622795 DOI: 10.1002/biot.202400026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 03/19/2024] [Accepted: 03/25/2024] [Indexed: 04/17/2024]
Abstract
Single-stranded DNA (ssDNA) is the foundation of modern biology, with wide applications in gene editing, sequencing, DNA information storage, and materials science. However, synthesizing ssDNA with high efficiency, high throughput, and low error rate in vitro remains a major challenge. Various methods have been developed for ssDNA synthesis, and some significant results have been achieved. In this review, six main methods were introduced, including solid-phase oligonucleotide synthesis, terminal deoxynucleotidyl transferase-based ssDNA synthesis, reverse transcription, primer exchange reaction, asymmetric polymerase chain reaction, and rolling circle amplification. The advantages and limitations of each method were compared, as well as illustrate their representative achievements and applications. Especially, rolling circle amplification has received significant attention, including ssDNA synthesis, assembly, and application based on recent work. Finally, the future challenges and opportunities of ssDNA synthesis were summarized and discussed. Envisioning the development of new methods and significant progress will be made in the near future with the efforts of scientists around the world.
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Affiliation(s)
- Shuai Li
- Frontiers Science Center for Synthetic Biology, Key Laboratory of Systems Bioengineering (MOE), School of Chemical Engineering and Technology, Tianjin University, Tianjin, P.R. China
- Zhejiang Institute of Tianjin University, Ningbo, Zhejiang, P.R. China
| | - Wei Tan
- Frontiers Science Center for Synthetic Biology, Key Laboratory of Systems Bioengineering (MOE), School of Chemical Engineering and Technology, Tianjin University, Tianjin, P.R. China
- Zhejiang Institute of Tianjin University, Ningbo, Zhejiang, P.R. China
| | - Xuemei Jia
- Frontiers Science Center for Synthetic Biology, Key Laboratory of Systems Bioengineering (MOE), School of Chemical Engineering and Technology, Tianjin University, Tianjin, P.R. China
- Zhejiang Institute of Tianjin University, Ningbo, Zhejiang, P.R. China
| | - Qing Miao
- Frontiers Science Center for Synthetic Biology, Key Laboratory of Systems Bioengineering (MOE), School of Chemical Engineering and Technology, Tianjin University, Tianjin, P.R. China
- Zhejiang Institute of Tianjin University, Ningbo, Zhejiang, P.R. China
| | - Ying Liu
- Frontiers Science Center for Synthetic Biology, Key Laboratory of Systems Bioengineering (MOE), School of Chemical Engineering and Technology, Tianjin University, Tianjin, P.R. China
- Zhejiang Institute of Tianjin University, Ningbo, Zhejiang, P.R. China
| | - Dayong Yang
- Frontiers Science Center for Synthetic Biology, Key Laboratory of Systems Bioengineering (MOE), School of Chemical Engineering and Technology, Tianjin University, Tianjin, P.R. China
- Zhejiang Institute of Tianjin University, Ningbo, Zhejiang, P.R. China
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35
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Gomes CP, Martins AGC, Nunes SE, Ramos B, Wisinewski HR, Reis JLMS, Lima AP, Aoyagi TY, Goncales I, Maia DS, Tunussi AS, Menossi MS, Pereira SM, Turrini PCG, Gervasio JHDB, Verona BM, Cerize NNP. Coding, Decoding and Retrieving a Message Using DNA: An Experience from a Brazilian Center Research on DNA Data Storage. MICROMACHINES 2024; 15:474. [PMID: 38675287 PMCID: PMC11051810 DOI: 10.3390/mi15040474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 03/21/2024] [Accepted: 03/25/2024] [Indexed: 04/28/2024]
Abstract
DNA data storage based on synthetic oligonucleotides is a major attraction due to the possibility of storage over long periods. Nowadays, the quantity of data generated has been growing exponentially, and the storage capacity needs to keep pace with the growth caused by new technologies and globalization. Since DNA can hold a large amount of information with a high density and remains stable for hundreds of years, this technology offers a solution for current long-term data centers by reducing energy consumption and physical storage space. Currently, research institutes, technology companies, and universities are making significant efforts to meet the growing need for data storage. DNA data storage is a promising field, especially with the advancement of sequencing techniques and equipment, which now make it possible to read genomes (i.e., to retrieve the information) and process this data easily. To overcome the challenges associated with developing new technologies for DNA data storage, a message encoding and decoding exercise was conducted at a Brazilian research center. The exercise performed consisted of synthesizing oligonucleotides by the phosphoramidite route. An encoded message, using a coding scheme that adheres to DNA sequence constraints, was synthesized. After synthesis, the oligonucleotide was sequenced and decoded, and the information was fully recovered.
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Affiliation(s)
- Caio P. Gomes
- Bionanomanufacturing Center, Institute for Technological Research—IPT, Sao Paulo 05508-901, SP, Brazil; (A.G.C.M.); (S.E.N.); (H.R.W.); (J.L.M.S.R.); (A.P.L.); (T.Y.A.); (I.G.); (D.S.M.); (A.S.T.); (M.S.M.); (S.M.P.J.); (P.C.G.T.); (B.M.V.); (N.N.P.C.)
| | - André G. C. Martins
- Bionanomanufacturing Center, Institute for Technological Research—IPT, Sao Paulo 05508-901, SP, Brazil; (A.G.C.M.); (S.E.N.); (H.R.W.); (J.L.M.S.R.); (A.P.L.); (T.Y.A.); (I.G.); (D.S.M.); (A.S.T.); (M.S.M.); (S.M.P.J.); (P.C.G.T.); (B.M.V.); (N.N.P.C.)
| | - Sabrina E. Nunes
- Bionanomanufacturing Center, Institute for Technological Research—IPT, Sao Paulo 05508-901, SP, Brazil; (A.G.C.M.); (S.E.N.); (H.R.W.); (J.L.M.S.R.); (A.P.L.); (T.Y.A.); (I.G.); (D.S.M.); (A.S.T.); (M.S.M.); (S.M.P.J.); (P.C.G.T.); (B.M.V.); (N.N.P.C.)
| | - Bruno Ramos
- Microfluidic & Photoelectrocatalytic Engineering Group, Department of Chemical Engineering, FEI University Center, São Bernardo do Campo 09850-901, SP, Brazil;
| | - Henrique R. Wisinewski
- Bionanomanufacturing Center, Institute for Technological Research—IPT, Sao Paulo 05508-901, SP, Brazil; (A.G.C.M.); (S.E.N.); (H.R.W.); (J.L.M.S.R.); (A.P.L.); (T.Y.A.); (I.G.); (D.S.M.); (A.S.T.); (M.S.M.); (S.M.P.J.); (P.C.G.T.); (B.M.V.); (N.N.P.C.)
| | - João L. M. S. Reis
- Bionanomanufacturing Center, Institute for Technological Research—IPT, Sao Paulo 05508-901, SP, Brazil; (A.G.C.M.); (S.E.N.); (H.R.W.); (J.L.M.S.R.); (A.P.L.); (T.Y.A.); (I.G.); (D.S.M.); (A.S.T.); (M.S.M.); (S.M.P.J.); (P.C.G.T.); (B.M.V.); (N.N.P.C.)
| | - Ariel P. Lima
- Bionanomanufacturing Center, Institute for Technological Research—IPT, Sao Paulo 05508-901, SP, Brazil; (A.G.C.M.); (S.E.N.); (H.R.W.); (J.L.M.S.R.); (A.P.L.); (T.Y.A.); (I.G.); (D.S.M.); (A.S.T.); (M.S.M.); (S.M.P.J.); (P.C.G.T.); (B.M.V.); (N.N.P.C.)
| | - Thiago Y. Aoyagi
- Bionanomanufacturing Center, Institute for Technological Research—IPT, Sao Paulo 05508-901, SP, Brazil; (A.G.C.M.); (S.E.N.); (H.R.W.); (J.L.M.S.R.); (A.P.L.); (T.Y.A.); (I.G.); (D.S.M.); (A.S.T.); (M.S.M.); (S.M.P.J.); (P.C.G.T.); (B.M.V.); (N.N.P.C.)
| | - Icaro Goncales
- Bionanomanufacturing Center, Institute for Technological Research—IPT, Sao Paulo 05508-901, SP, Brazil; (A.G.C.M.); (S.E.N.); (H.R.W.); (J.L.M.S.R.); (A.P.L.); (T.Y.A.); (I.G.); (D.S.M.); (A.S.T.); (M.S.M.); (S.M.P.J.); (P.C.G.T.); (B.M.V.); (N.N.P.C.)
| | - Danilo S. Maia
- Bionanomanufacturing Center, Institute for Technological Research—IPT, Sao Paulo 05508-901, SP, Brazil; (A.G.C.M.); (S.E.N.); (H.R.W.); (J.L.M.S.R.); (A.P.L.); (T.Y.A.); (I.G.); (D.S.M.); (A.S.T.); (M.S.M.); (S.M.P.J.); (P.C.G.T.); (B.M.V.); (N.N.P.C.)
| | - Ariane S. Tunussi
- Bionanomanufacturing Center, Institute for Technological Research—IPT, Sao Paulo 05508-901, SP, Brazil; (A.G.C.M.); (S.E.N.); (H.R.W.); (J.L.M.S.R.); (A.P.L.); (T.Y.A.); (I.G.); (D.S.M.); (A.S.T.); (M.S.M.); (S.M.P.J.); (P.C.G.T.); (B.M.V.); (N.N.P.C.)
| | - Marília S. Menossi
- Bionanomanufacturing Center, Institute for Technological Research—IPT, Sao Paulo 05508-901, SP, Brazil; (A.G.C.M.); (S.E.N.); (H.R.W.); (J.L.M.S.R.); (A.P.L.); (T.Y.A.); (I.G.); (D.S.M.); (A.S.T.); (M.S.M.); (S.M.P.J.); (P.C.G.T.); (B.M.V.); (N.N.P.C.)
| | - Sergio M. Pereira
- Bionanomanufacturing Center, Institute for Technological Research—IPT, Sao Paulo 05508-901, SP, Brazil; (A.G.C.M.); (S.E.N.); (H.R.W.); (J.L.M.S.R.); (A.P.L.); (T.Y.A.); (I.G.); (D.S.M.); (A.S.T.); (M.S.M.); (S.M.P.J.); (P.C.G.T.); (B.M.V.); (N.N.P.C.)
| | - Paula C. G. Turrini
- Bionanomanufacturing Center, Institute for Technological Research—IPT, Sao Paulo 05508-901, SP, Brazil; (A.G.C.M.); (S.E.N.); (H.R.W.); (J.L.M.S.R.); (A.P.L.); (T.Y.A.); (I.G.); (D.S.M.); (A.S.T.); (M.S.M.); (S.M.P.J.); (P.C.G.T.); (B.M.V.); (N.N.P.C.)
| | - João H. D. B. Gervasio
- Bionanomanufacturing Center, Institute for Technological Research—IPT, Sao Paulo 05508-901, SP, Brazil; (A.G.C.M.); (S.E.N.); (H.R.W.); (J.L.M.S.R.); (A.P.L.); (T.Y.A.); (I.G.); (D.S.M.); (A.S.T.); (M.S.M.); (S.M.P.J.); (P.C.G.T.); (B.M.V.); (N.N.P.C.)
| | - Bruno M. Verona
- Bionanomanufacturing Center, Institute for Technological Research—IPT, Sao Paulo 05508-901, SP, Brazil; (A.G.C.M.); (S.E.N.); (H.R.W.); (J.L.M.S.R.); (A.P.L.); (T.Y.A.); (I.G.); (D.S.M.); (A.S.T.); (M.S.M.); (S.M.P.J.); (P.C.G.T.); (B.M.V.); (N.N.P.C.)
| | - Natalia N. P. Cerize
- Bionanomanufacturing Center, Institute for Technological Research—IPT, Sao Paulo 05508-901, SP, Brazil; (A.G.C.M.); (S.E.N.); (H.R.W.); (J.L.M.S.R.); (A.P.L.); (T.Y.A.); (I.G.); (D.S.M.); (A.S.T.); (M.S.M.); (S.M.P.J.); (P.C.G.T.); (B.M.V.); (N.N.P.C.)
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Mock M, Langmead CJ, Grandsard P, Edavettal S, Russell A. Recent advances in generative biology for biotherapeutic discovery. Trends Pharmacol Sci 2024; 45:255-267. [PMID: 38378385 DOI: 10.1016/j.tips.2024.01.003] [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] [Received: 11/30/2023] [Revised: 12/22/2023] [Accepted: 01/05/2024] [Indexed: 02/22/2024]
Abstract
Generative biology combines artificial intelligence (AI), advanced life sciences technologies, and automation to revolutionize the process of designing novel biomolecules with prescribed properties, giving drug discoverers the ability to escape the limitations of biology during the design of next-generation protein therapeutics. Significant hurdles remain, namely: (i) the inherently complex nature of drug discovery, (ii) the bewildering number of promising computational and experimental techniques that have emerged in the past several years, and (iii) the limited availability of relevant protein sequence-function data for drug-like molecules. There is a need to focus on computational methods that will be most practically effective for protein drug discovery and on building experimental platforms to generate the data most appropriate for these methods. Here, we discuss recent advances in computational and experimental life sciences that are most crucial for impacting the pace and success of protein drug discovery.
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Affiliation(s)
- Marissa Mock
- Amgen Research, Amgen Inc., One Amgen Center Drive, Thousand Oaks, CA 91320, USA
| | | | - Peter Grandsard
- Amgen Research, Amgen Inc., One Amgen Center Drive, Thousand Oaks, CA 91320, USA
| | - Suzanne Edavettal
- Amgen Research, Amgen Inc., One Amgen Center Drive, Thousand Oaks, CA 91320, USA
| | - Alan Russell
- Amgen Research, Amgen Inc., One Amgen Center Drive, Thousand Oaks, CA 91320, USA.
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37
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Ding L, Wu S, Hou Z, Li A, Xu Y, Feng H, Pan W, Ruan J. Improving error-correcting capability in DNA digital storage via soft-decision decoding. Natl Sci Rev 2024; 11:nwad229. [PMID: 38213525 PMCID: PMC10776348 DOI: 10.1093/nsr/nwad229] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Revised: 08/03/2023] [Accepted: 08/15/2023] [Indexed: 01/13/2024] Open
Abstract
Error-correcting codes (ECCs) employed in the state-of-the-art DNA digital storage (DDS) systems suffer from a trade-off between error-correcting capability and the proportion of redundancy. To address this issue, in this study, we introduce soft-decision decoding approach into DDS by proposing a DNA-specific error prediction model and a series of novel strategies. We demonstrate the effectiveness of our approach through a proof-of-concept DDS system based on Reed-Solomon (RS) code, named as Derrick. Derrick shows significant improvement in error-correcting capability without involving additional redundancy in both in vitro and in silico experiments, using various sequencing technologies such as Illumina, PacBio and Oxford Nanopore Technology (ONT). Notably, in vitro experiments using ONT sequencing at a depth of 7× reveal that Derrick, compared with the traditional hard-decision decoding strategy, doubles the error-correcting capability of RS code, decreases the proportion of matrices with decoding-failure by 229-fold, and amplifies the potential maximum storage volume by impressive 32 388-fold. Also, Derrick surpasses 'state-of-the-art' DDS systems by comprehensively considering the information density and the minimum sequencing depth required for complete information recovery. Crucially, the soft-decision decoding strategy and key steps of Derrick are generalizable to other ECCs' decoding algorithms.
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Affiliation(s)
- Lulu Ding
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen518120, China
| | - Shigang Wu
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen518120, China
| | - Zhihao Hou
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen518120, China
- Guangdong Provincial Key Laboratory of Plant Molecular Breeding, State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, Guangzhou510642, China
| | - Alun Li
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen518120, China
| | - Yaping Xu
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen518120, China
| | - Hu Feng
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen518120, China
| | - Weihua Pan
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen518120, China
| | - Jue Ruan
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen518120, China
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38
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Wang S, Mao X, Wang F, Zuo X, Fan C. Data Storage Using DNA. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024; 36:e2307499. [PMID: 37800877 DOI: 10.1002/adma.202307499] [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] [Received: 07/27/2023] [Revised: 10/01/2023] [Indexed: 10/07/2023]
Abstract
The exponential growth of global data has outpaced the storage capacities of current technologies, necessitating innovative storage strategies. DNA, as a natural medium for preserving genetic information, has emerged as a highly promising candidate for next-generation storage medium. Storing data in DNA offers several advantages, including ultrahigh physical density and exceptional durability. Facilitated by significant advancements in various technologies, such as DNA synthesis, DNA sequencing, and DNA nanotechnology, remarkable progress has been made in the field of DNA data storage over the past decade. However, several challenges still need to be addressed to realize practical applications of DNA data storage. In this review, the processes and strategies of in vitro DNA data storage are first introduced, highlighting recent advancements. Next, a brief overview of in vivo DNA data storage is provided, with a focus on the various writing strategies developed to date. At last, the challenges encountered in each step of DNA data storage are summarized and promising techniques are discussed that hold great promise in overcoming these obstacles.
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Affiliation(s)
- Shaopeng Wang
- Institute of Molecular Medicine, Shanghai Key Laboratory for Nucleic Acids Chemistry and Nanomedicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Xiuhai Mao
- Institute of Molecular Medicine, Shanghai Key Laboratory for Nucleic Acids Chemistry and Nanomedicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Fei Wang
- School of Chemistry and Chemical Engineering, New Cornerstone Science Laboratory, Frontiers Science Center for Transformative Molecules, Zhangjiang Institute for Advanced Study and National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Xiaolei Zuo
- Institute of Molecular Medicine, Shanghai Key Laboratory for Nucleic Acids Chemistry and Nanomedicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
- School of Chemistry and Chemical Engineering, New Cornerstone Science Laboratory, Frontiers Science Center for Transformative Molecules, Zhangjiang Institute for Advanced Study and National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Chunhai Fan
- Institute of Molecular Medicine, Shanghai Key Laboratory for Nucleic Acids Chemistry and Nanomedicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
- School of Chemistry and Chemical Engineering, New Cornerstone Science Laboratory, Frontiers Science Center for Transformative Molecules, Zhangjiang Institute for Advanced Study and National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai, 200240, China
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39
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Akash A, Bencurova E, Dandekar T. How to make DNA data storage more applicable. Trends Biotechnol 2024; 42:17-30. [PMID: 37591721 DOI: 10.1016/j.tibtech.2023.07.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 07/21/2023] [Accepted: 07/25/2023] [Indexed: 08/19/2023]
Abstract
The storage of digital data is becoming a worldwide problem. DNA has been recognized as a biological solution due to its ability to store genetic information without alteration over long periods. The first demonstrations of high-capacity long-lasting DNA digital data storage have been shown. However, high storage costs and slow retrieval of the data must be overcome to make DNA data storage more applicable and marketable. Herein, we discuss the issues and recent advances in DNA data storage methods and highlight pathways to make this technology more applicable to real-world digital data storage. We envision that a combination of molecular biology, nanotechnology, novel polymers, electronics, and automation with systematic development will allow DNA data storage sufficient for everyday use.
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Affiliation(s)
- Aman Akash
- Department of Bioinformatics, University of Würzburg, Würzburg, Germany
| | - Elena Bencurova
- Department of Bioinformatics, University of Würzburg, Würzburg, Germany
| | - Thomas Dandekar
- Department of Bioinformatics, University of Würzburg, Würzburg, Germany.
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40
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Wang G, Du Y, Chen T. Enzymatic Preparation of DNA with an Expanded Genetic Alphabet Using Terminal Deoxynucleotidyl Transferase and Its Applications. Methods Mol Biol 2024; 2760:133-145. [PMID: 38468086 DOI: 10.1007/978-1-0716-3658-9_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/13/2024]
Abstract
Efficient preparation of DNA oligonucleotides containing unnatural nucleobases (UBs) that can pair with their cognates to form unnatural base pairs (UBPs) is an essential prerequisite for the application of UBPs in vitro and in vivo. Traditional preparation of oligonucleotides containing unnatural nucleobases largely relies on solid-phase synthesis, which needs to use unstable nucleoside phosphoramidites and a DNA synthesizer, and is environmentally unfriendly and limited in product length. To overcome these limitations of solid-phase synthesis, we developed enzymatic methods for daily laboratory preparation of DNA oligonucleotides containing unnatural nucleobase dNaM, dTPT3, or one of the functionalized dTPT3 derivatives, which can be used for orthogonal DNA labeling or the preparation of DNAs containing UBP dNaM-dTPT3, one of the most successful UBPs to date, based on the template-independent polymerase terminal deoxynucleotidyl transferase (TdT). Here, we first provide a detailed procedure for the TdT-based preparation of DNA oligonucleotides containing 3'-nucleotides of dNaM, dTPT3, or one of dTPT3 derivatives. We then present the procedures for enzyme-linked oligonucleotide assay (ELONA) and imaging of bacterial cells using DNA oligonucleotides containing 3'-nucleotides of dTPT3 derivatives with different functional groups. The procedure for enzymatic synthesis of DNAs containing an internal UBP dNaM-dTPT3 is also described. Hopefully, these methods will greatly facilitate the application of UBPs and the construction of semi-synthetic organisms with an expanded genetic alphabet.
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Affiliation(s)
- Guangyuan Wang
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
| | - Yuhui Du
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
| | - Tingjian Chen
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China.
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41
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Kawabe H, Thomas CA, Hoshika S, Kim MJ, Kim MS, Miessner L, Kaplan N, Craig JM, Gundlach JH, Laszlo AH, Benner SA, Marchand JA. Enzymatic synthesis and nanopore sequencing of 12-letter supernumerary DNA. Nat Commun 2023; 14:6820. [PMID: 37884513 PMCID: PMC10603101 DOI: 10.1038/s41467-023-42406-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 10/10/2023] [Indexed: 10/28/2023] Open
Abstract
The 4-letter DNA alphabet (A, T, G, C) as found in Nature is an elegant, yet non-exhaustive solution to the problem of storage, transfer, and evolution of biological information. Here, we report on strategies for both writing and reading DNA with expanded alphabets composed of up to 12 letters (A, T, G, C, B, S, P, Z, X, K, J, V). For writing, we devise an enzymatic strategy for inserting a singular, orthogonal xenonucleic acid (XNA) base pair into standard DNA sequences using 2'-deoxy-xenonucleoside triphosphates as substrates. Integrating this strategy with combinatorial oligos generated on a chip, we construct libraries containing single XNA bases for parameterizing kmer basecalling models for commercially available nanopore sequencing. These elementary steps are combined to synthesize and sequence DNA containing 12 letters - the upper limit of what is accessible within the electroneutral, canonical base pairing framework. By introducing low-barrier synthesis and sequencing strategies, this work overcomes previous obstacles paving the way for making expanded alphabets widely accessible.
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Affiliation(s)
- Hinako Kawabe
- Department of Chemical Engineering, University of Washington, Seattle, WA, 98195, USA
| | | | - Shuichi Hoshika
- Foundation for Applied Molecular Evolution, Alachua, FL, 32615, USA
- Firebird Biomolecular Sciences LLC, Alachua, FL, 32615, USA
| | - Myong-Jung Kim
- Foundation for Applied Molecular Evolution, Alachua, FL, 32615, USA
- Firebird Biomolecular Sciences LLC, Alachua, FL, 32615, USA
| | - Myong-Sang Kim
- Firebird Biomolecular Sciences LLC, Alachua, FL, 32615, USA
| | - Logan Miessner
- Department of Biochemistry, University of Washington, Seattle, WA, 98195, USA
| | - Nicholas Kaplan
- Department of Chemical Engineering, University of Washington, Seattle, WA, 98195, USA
| | - Jonathan M Craig
- Department of Physics, University of Washington, Seattle, WA, 98195, USA
| | - Jens H Gundlach
- Department of Physics, University of Washington, Seattle, WA, 98195, USA
| | - Andrew H Laszlo
- Department of Physics, University of Washington, Seattle, WA, 98195, USA
| | - Steven A Benner
- Foundation for Applied Molecular Evolution, Alachua, FL, 32615, USA
- Firebird Biomolecular Sciences LLC, Alachua, FL, 32615, USA
| | - Jorge A Marchand
- Department of Chemical Engineering, University of Washington, Seattle, WA, 98195, USA.
- Molecular Engineering & Sciences Institute, University of Washington, Seattle, WA, 98195, USA.
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42
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Bögels BWA, Nguyen BH, Ward D, Gascoigne L, Schrijver DP, Makri Pistikou AM, Joesaar A, Yang S, Voets IK, Mulder WJM, Phillips A, Mann S, Seelig G, Strauss K, Chen YJ, de Greef TFA. DNA storage in thermoresponsive microcapsules for repeated random multiplexed data access. NATURE NANOTECHNOLOGY 2023; 18:912-921. [PMID: 37142708 PMCID: PMC10427423 DOI: 10.1038/s41565-023-01377-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 03/19/2023] [Indexed: 05/06/2023]
Abstract
DNA has emerged as an attractive medium for archival data storage due to its durability and high information density. Scalable parallel random access to information is a desirable property of any storage system. For DNA-based storage systems, however, this still needs to be robustly established. Here we report on a thermoconfined polymerase chain reaction, which enables multiplexed, repeated random access to compartmentalized DNA files. The strategy is based on localizing biotin-functionalized oligonucleotides inside thermoresponsive, semipermeable microcapsules. At low temperatures, microcapsules are permeable to enzymes, primers and amplified products, whereas at high temperatures, membrane collapse prevents molecular crosstalk during amplification. Our data show that the platform outperforms non-compartmentalized DNA storage compared with repeated random access and reduces amplification bias tenfold during multiplex polymerase chain reaction. Using fluorescent sorting, we also demonstrate sample pooling and data retrieval by microcapsule barcoding. Therefore, the thermoresponsive microcapsule technology offers a scalable, sequence-agnostic approach for repeated random access to archival DNA files.
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Affiliation(s)
- Bas W A Bögels
- Laboratory of Chemical Biology, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, Eindhoven, The Netherlands
- Computational Biology Group, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Bichlien H Nguyen
- Microsoft, Redmond, WA, USA
- Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA
| | - David Ward
- Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA
| | - Levena Gascoigne
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, Eindhoven, The Netherlands
- Laboratory of Self-Organizing Soft Matter, Department of Chemical Engineering and Chemistry, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - David P Schrijver
- Laboratory of Chemical Biology, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Anna-Maria Makri Pistikou
- Laboratory of Chemical Biology, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, Eindhoven, The Netherlands
- Computational Biology Group, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Alex Joesaar
- Laboratory of Chemical Biology, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, Eindhoven, The Netherlands
- Computational Biology Group, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Shuo Yang
- Laboratory of Chemical Biology, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, Eindhoven, The Netherlands
- Computational Biology Group, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Ilja K Voets
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, Eindhoven, The Netherlands
- Laboratory of Self-Organizing Soft Matter, Department of Chemical Engineering and Chemistry, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Willem J M Mulder
- Laboratory of Chemical Biology, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
- Department of Internal Medicine and Radboud Center for Infectious Diseases (RCI), Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands
| | | | - Stephen Mann
- Centre for Protolife Research and Centre for Organized Matter Chemistry, School of Chemistry, University of Bristol, Bristol, UK
- School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China
- Zhangjiang Institute for Advanced Study (ZIAS), Shanghai Jiao Tong University, Shanghai, People's Republic of China
| | - Georg Seelig
- Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA
- Department of Electrical Engineering, University of Washington, Seattle, WA, USA
| | - Karin Strauss
- Microsoft, Redmond, WA, USA
- Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA
| | - Yuan-Jyue Chen
- Microsoft, Redmond, WA, USA.
- Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA.
| | - Tom F A de Greef
- Laboratory of Chemical Biology, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands.
- Institute for Complex Molecular Systems (ICMS), Eindhoven University of Technology, Eindhoven, The Netherlands.
- Computational Biology Group, Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands.
- Institute for Molecules and Materials, Radboud University, Nijmegen, The Netherlands.
- Center for Living Technologies, Eindhoven-Wageningen-Utrecht Alliance, Utrecht, The Netherlands.
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43
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Zhang XE, Liu C, Dai J, Yuan Y, Gao C, Feng Y, Wu B, Wei P, You C, Wang X, Si T. Enabling technology and core theory of synthetic biology. SCIENCE CHINA. LIFE SCIENCES 2023; 66:1742-1785. [PMID: 36753021 PMCID: PMC9907219 DOI: 10.1007/s11427-022-2214-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 10/04/2022] [Indexed: 02/09/2023]
Abstract
Synthetic biology provides a new paradigm for life science research ("build to learn") and opens the future journey of biotechnology ("build to use"). Here, we discuss advances of various principles and technologies in the mainstream of the enabling technology of synthetic biology, including synthesis and assembly of a genome, DNA storage, gene editing, molecular evolution and de novo design of function proteins, cell and gene circuit engineering, cell-free synthetic biology, artificial intelligence (AI)-aided synthetic biology, as well as biofoundries. We also introduce the concept of quantitative synthetic biology, which is guiding synthetic biology towards increased accuracy and predictability or the real rational design. We conclude that synthetic biology will establish its disciplinary system with the iterative development of enabling technologies and the maturity of the core theory.
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Affiliation(s)
- Xian-En Zhang
- Faculty of Synthetic Biology, Shenzhen Institute of Advanced Technology, Shenzhen, 518055, China.
- National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China.
| | - Chenli Liu
- Faculty of Synthetic Biology, Shenzhen Institute of Advanced Technology, Shenzhen, 518055, China.
- Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China.
| | - Junbiao Dai
- Faculty of Synthetic Biology, Shenzhen Institute of Advanced Technology, Shenzhen, 518055, China.
- Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China.
| | - Yingjin Yuan
- Frontiers Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China.
| | - Caixia Gao
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China.
| | - Yan Feng
- State Key Laboratory of Microbial Metabolism, Shanghai Jiao Tong University, Shanghai, 200240, China.
| | - Bian Wu
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China.
| | - Ping Wei
- Faculty of Synthetic Biology, Shenzhen Institute of Advanced Technology, Shenzhen, 518055, China.
- Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China.
| | - Chun You
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, 300308, China.
| | - Xiaowo Wang
- Ministry of Education Key Laboratory of Bioinformatics; Center for Synthetic and Systems Biology; Bioinformatics Division, Beijing National Research Center for Information Science and Technology; Department of Automation, Tsinghua University, Beijing, 100084, China.
| | - Tong Si
- Faculty of Synthetic Biology, Shenzhen Institute of Advanced Technology, Shenzhen, 518055, China.
- Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, China.
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44
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Verardo D, Adelizzi B, Rodriguez-Pinzon DA, Moghaddam N, Thomée E, Loman T, Godron X, Horgan A. Multiplex enzymatic synthesis of DNA with single-base resolution. SCIENCE ADVANCES 2023; 9:eadi0263. [PMID: 37418522 PMCID: PMC10328407 DOI: 10.1126/sciadv.adi0263] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 06/05/2023] [Indexed: 07/09/2023]
Abstract
Enzymatic DNA synthesis (EDS) is a promising benchtop and user-friendly method of nucleic acid synthesis that, instead of solvents and phosphoramidites, uses mild aqueous conditions and enzymes. For applications such as protein engineering and spatial transcriptomics that require either oligo pools or arrays with high sequence diversity, the EDS method needs to be adapted and certain steps in the synthesis process spatially decoupled. Here, we have used a synthesis cycle comprising a first step of site-specific silicon microelectromechanical system inkjet dispensing of terminal deoxynucleotidyl transferase enzyme and 3' blocked nucleotide, and a second step of bulk slide washing to remove the 3' blocking group. By repeating the cycle on a substrate with an immobilized DNA primer, we show that microscale spatial control of nucleic acid sequence and length is possible, which, here, are assayed by hybridization and gel electrophoresis. This work is distinctive for enzymatically synthesizing DNA in a highly parallel manner with single base control.
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Affiliation(s)
| | | | | | | | | | - Tessa Loman
- DNA Script, 67 Avenue de Fontainebleau, 94270 Le Kremlin-Bicêtre, France
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45
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Smith JA, Nguyen BH, Carlson R, Bertram JG, Palluk S, Arlow DH, Strauss K. Spatially Selective Electrochemical Cleavage of a Polymerase-Nucleotide Conjugate. ACS Synth Biol 2023; 12:1716-1726. [PMID: 37192389 PMCID: PMC10278165 DOI: 10.1021/acssynbio.3c00044] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Indexed: 05/18/2023]
Abstract
Novel enzymatic methods are poised to become the dominant processes for de novo synthesis of DNA, promising functional, economic, and environmental advantages over the longstanding approach of phosphoramidite synthesis. Before this can occur, however, enzymatic synthesis methods must be parallelized to enable production of multiple DNA sequences simultaneously. As a means to this parallelization, we report a polymerase-nucleotide conjugate that is cleaved using electrochemical oxidation on a microelectrode array. The developed conjugate maintains polymerase activity toward surface-bound substrates with single-base control and detaches from the surface at mild oxidative voltages, leaving an extendable oligonucleotide behind. Our approach readies the way for enzymatic DNA synthesis on the scale necessary for DNA-intensive applications such as DNA data storage or gene synthesis.
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Affiliation(s)
- Jake A. Smith
- Microsoft
Research, Redmond, Washington 98052, United States
- Paul
G. Allen School of Computer Science and Engineering, University of Washington, Seattle, Washington 98195, United States
| | - Bichlien H. Nguyen
- Microsoft
Research, Redmond, Washington 98052, United States
- Paul
G. Allen School of Computer Science and Engineering, University of Washington, Seattle, Washington 98195, United States
| | - Rob Carlson
- Microsoft
Research, Redmond, Washington 98052, United States
| | | | - Sebastian Palluk
- Ansa
Biotechnologies, Emeryville, California 94608, United States
| | - Daniel H. Arlow
- Ansa
Biotechnologies, Emeryville, California 94608, United States
| | - Karin Strauss
- Microsoft
Research, Redmond, Washington 98052, United States
- Paul
G. Allen School of Computer Science and Engineering, University of Washington, Seattle, Washington 98195, United States
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46
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Buko T, Tuczko N, Ishikawa T. DNA Data Storage. BIOTECH 2023; 12:44. [PMID: 37366792 DOI: 10.3390/biotech12020044] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 05/22/2023] [Accepted: 05/23/2023] [Indexed: 06/28/2023] Open
Abstract
The demand for data storage is growing at an unprecedented rate, and current methods are not sufficient to accommodate such rapid growth due to their cost, space requirements, and energy consumption. Therefore, there is a need for a new, long-lasting data storage medium with high capacity, high data density, and high durability against extreme conditions. DNA is one of the most promising next-generation data carriers, with a storage density of 10¹⁹ bits of data per cubic centimeter, and its three-dimensional structure makes it about eight orders of magnitude denser than other storage media. DNA amplification during PCR or replication during cell proliferation enables the quick and inexpensive copying of vast amounts of data. In addition, DNA can possibly endure millions of years if stored in optimal conditions and dehydrated, making it useful for data storage. Numerous space experiments on microorganisms have also proven their extraordinary durability in extreme conditions, which suggests that DNA could be a durable storage medium for data. Despite some remaining challenges, such as the need to refine methods for the fast and error-free synthesis of oligonucleotides, DNA is a promising candidate for future data storage.
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Affiliation(s)
- Tomasz Buko
- Department of Molecular Biology, Institute of Biochemistry, Faculty of Biology, University of Warsaw, Miecznikowa 1, PL-02-096 Warsaw, Poland
| | - Nella Tuczko
- Department of Molecular Biology, Institute of Biochemistry, Faculty of Biology, University of Warsaw, Miecznikowa 1, PL-02-096 Warsaw, Poland
| | - Takao Ishikawa
- Department of Molecular Biology, Institute of Biochemistry, Faculty of Biology, University of Warsaw, Miecznikowa 1, PL-02-096 Warsaw, Poland
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47
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Lau B, Chandak S, Roy S, Tatwawadi K, Wootters M, Weissman T, Ji HP. Magnetic DNA random access memory with nanopore readouts and exponentially-scaled combinatorial addressing. Sci Rep 2023; 13:8514. [PMID: 37231057 PMCID: PMC10213054 DOI: 10.1038/s41598-023-29575-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 02/07/2023] [Indexed: 05/27/2023] Open
Abstract
The storage of data in DNA typically involves encoding and synthesizing data into short oligonucleotides, followed by reading with a sequencing instrument. Major challenges include the molecular consumption of synthesized DNA, basecalling errors, and limitations with scaling up read operations for individual data elements. Addressing these challenges, we describe a DNA storage system called MDRAM (Magnetic DNA-based Random Access Memory) that enables repetitive and efficient readouts of targeted files with nanopore-based sequencing. By conjugating synthesized DNA to magnetic agarose beads, we enabled repeated data readouts while preserving the original DNA analyte and maintaining data readout quality. MDRAM utilizes an efficient convolutional coding scheme that leverages soft information in raw nanopore sequencing signals to achieve information reading costs comparable to Illumina sequencing despite higher error rates. Finally, we demonstrate a proof-of-concept DNA-based proto-filesystem that enables an exponentially-scalable data address space using only small numbers of targeting primers for assembly and readout.
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Affiliation(s)
- Billy Lau
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, 94304, USA
| | - Shubham Chandak
- Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Sharmili Roy
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Kedar Tatwawadi
- Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Mary Wootters
- Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA
| | - Tsachy Weissman
- Department of Electrical Engineering, Stanford University, Stanford, CA, 94305, USA.
| | - Hanlee P Ji
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA.
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, 94304, USA.
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48
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Xu C, Ma B, Dong X, Lei L, Hao Q, Zhao C, Liu H. Assembly of Reusable DNA Blocks for Data Storage Using the Principle of Movable Type Printing. ACS APPLIED MATERIALS & INTERFACES 2023; 15:24097-24108. [PMID: 37184884 DOI: 10.1021/acsami.3c01860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Due to its high coding density and longevity, DNA is a compelling data storage alternative. However, current DNA data storage systems rely on the de novo synthesis of enormous DNA molecules, resulting in low data editability, high synthesis costs, and restrictions on further applications. Here, we demonstrate the programmable assembly of reusable DNA blocks for versatile data storage using the ancient movable type printing principle. Digital data are first encoded into nucleotide sequences in DNA hairpins, which are then synthesized and immobilized on solid beads as modular DNA blocks. Using DNA polymerase-catalyzed primer exchange reaction, data can be continuously replicated from hairpins on DNA blocks and attached to a primer in tandem to produce new information. The assembly of DNA blocks is highly programmable, producing various data by reusing a finite number of DNA blocks and reducing synthesis costs (∼1718 versus 3000 to 30,000 US$ per megabyte using conventional methods). We demonstrate the flexible assembly of texts, images, and random numbers using DNA blocks and the integration with DNA logic circuits to manipulate data synthesis. This work suggests a flexible paradigm by recombining already synthesized DNA to build cost-effective and intelligent DNA data storage systems.
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Affiliation(s)
- Chengtao Xu
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University Institution, 2# Sipailou, Nanjing, Jiangsu 210096, China
| | - Biao Ma
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University Institution, 2# Sipailou, Nanjing, Jiangsu 210096, China
| | - Xing Dong
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University Institution, 2# Sipailou, Nanjing, Jiangsu 210096, China
| | - Lanjie Lei
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University Institution, 2# Sipailou, Nanjing, Jiangsu 210096, China
| | - Qing Hao
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University Institution, 2# Sipailou, Nanjing, Jiangsu 210096, China
| | - Chao Zhao
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University Institution, 2# Sipailou, Nanjing, Jiangsu 210096, China
| | - Hong Liu
- State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Southeast University Institution, 2# Sipailou, Nanjing, Jiangsu 210096, China
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49
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De A, Mohammad H, Wang Y, Kubendran R, Das AK, Anantram MP. Performance analysis of DNA crossbar arrays for high-density memory storage applications. Sci Rep 2023; 13:6650. [PMID: 37095117 PMCID: PMC10126128 DOI: 10.1038/s41598-023-33004-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 04/05/2023] [Indexed: 04/26/2023] Open
Abstract
Deoxyribonucleic acid (DNA) has emerged as a promising building block for next-generation ultra-high density storage devices. Although DNA has high durability and extremely high density in nature, its potential as the basis of storage devices is currently hindered by limitations such as expensive and complex fabrication processes and time-consuming read-write operations. In this article, we propose the use of a DNA crossbar array architecture for an electrically readable read-only memory (DNA-ROM). While information can be 'written' error-free to a DNA-ROM array using appropriate sequence encodings its read accuracy can be affected by several factors such as array size, interconnect resistance, and Fermi energy deviations from HOMO levels of DNA strands employed in the crossbar. We study the impact of array size and interconnect resistance on the bit error rate of a DNA-ROM array through extensive Monte Carlo simulations. We have also analyzed the performance of our proposed DNA crossbar array for an image storage application, as a function of array size and interconnect resistance. While we expect that future advances in bioengineering and materials science will address some of the fabrication challenges associated with DNA crossbar arrays, we believe that the comprehensive body of results we present in this paper establishes the technical viability of DNA crossbar arrays as low power, high-density storage devices. Finally, our analysis of array performance vis-à-vis interconnect resistance should provide valuable insights into aspects of the fabrication process such as proper choice of interconnects necessary for ensuring high read accuracies.
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Affiliation(s)
- Arpan De
- Department of Electrical and Computer Engineering, University of Washington, Seattle, WA, 98195, USA
| | - Hashem Mohammad
- Department of Electrical and Computer Engineering, University of Washington, Seattle, WA, 98195, USA
- Department of Electrical Engineering, Kuwait University, P.O. Box 5969, 13060, Safat, Kuwait
| | - Yiren Wang
- Department of Electrical and Computer Engineering, University of Washington, Seattle, WA, 98195, USA
| | - Rajkumar Kubendran
- Department of Electrical and Computer Engineering, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Arindam K Das
- Department of Computer Science and Electrical Engineering, Eastern Washington University, Cheney, WA, 99004, USA
| | - M P Anantram
- Department of Electrical and Computer Engineering, University of Washington, Seattle, WA, 98195, USA.
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50
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Bencurova E, Akash A, Dobson RC, Dandekar T. DNA storage-from natural biology to synthetic biology. Comput Struct Biotechnol J 2023; 21:1227-1235. [PMID: 36817961 PMCID: PMC9932295 DOI: 10.1016/j.csbj.2023.01.045] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Revised: 01/30/2023] [Accepted: 01/31/2023] [Indexed: 02/04/2023] Open
Abstract
Natural DNA storage allows cellular differentiation, evolution, the growth of our children and controls all our ecosystems. Here, we discuss the fundamental aspects of DNA storage and recent advances in this field, with special emphasis on natural processes and solutions that can be exploited. We point out new ways of efficient DNA and nucleotide storage that are inspired by nature. Within a few years DNA-based information storage may become an attractive and natural complementation to current electronic data storage systems. We discuss rapid and directed access (e.g. DNA elements such as promotors, enhancers), regulatory signals and modulation (e.g. lncRNA) as well as integrated high-density storage and processing modules (e.g. chromosomal territories). There is pragmatic DNA storage for use in biotechnology and human genetics. We examine DNA storage as an approach for synthetic biology (e.g. light-controlled nucleotide processing enzymes). The natural polymers of DNA and RNA offer much for direct storage operations (read-in, read-out, access control). The inbuilt parallelism (many molecules at many places working at the same time) is important for fast processing of information. Using biology concepts from chromosomal storage, nucleic acid processing as well as polymer material sciences such as electronical effects in enzymes, graphene, nanocellulose up to DNA macramé , DNA wires and DNA-based aptamer field effect transistors will open up new applications gradually replacing classical information storage methods in ever more areas over time (decades).
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Affiliation(s)
- Elena Bencurova
- Department of Bioinformatics, University of Würzburg, Würzburg, Germany
| | - Aman Akash
- Department of Bioinformatics, University of Würzburg, Würzburg, Germany
| | - Renwick C.J. Dobson
- Biomolecular Interaction Centre, University of Canterbury, Christchurch, New Zealand,Department of Biochemistry and Pharmacology, University of Melbourne, Melbourne, Australia
| | - Thomas Dandekar
- Department of Bioinformatics, University of Würzburg, Würzburg, Germany,Structural and Computational Biology, European Molecular Biology Laboratory, Heidelberg, Germany,Corresponding author at: Department of Bioinformatics, University of Würzburg, Würzburg, Germany.
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