1
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Li W, Miller D, Liu X, Tosi L, Chkaiban L, Mei H, Hung PH, Parekkadan B, Sherlock G, Levy S. Arrayed in vivo barcoding for multiplexed sequence verification of plasmid DNA and demultiplexing of pooled libraries. Nucleic Acids Res 2024; 52:e47. [PMID: 38709890 PMCID: PMC11162764 DOI: 10.1093/nar/gkae332] [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: 10/13/2023] [Revised: 02/23/2024] [Accepted: 04/16/2024] [Indexed: 05/08/2024] Open
Abstract
Sequence verification of plasmid DNA is critical for many cloning and molecular biology workflows. To leverage high-throughput sequencing, several methods have been developed that add a unique DNA barcode to individual samples prior to pooling and sequencing. However, these methods require an individual plasmid extraction and/or in vitro barcoding reaction for each sample processed, limiting throughput and adding cost. Here, we develop an arrayed in vivo plasmid barcoding platform that enables pooled plasmid extraction and library preparation for Oxford Nanopore sequencing. This method has a high accuracy and recovery rate, and greatly increases throughput and reduces cost relative to other plasmid barcoding methods or Sanger sequencing. We use in vivo barcoding to sequence verify >45 000 plasmids and show that the method can be used to transform error-containing dispersed plasmid pools into sequence-perfect arrays or well-balanced pools. In vivo barcoding does not require any specialized equipment beyond a low-overhead Oxford Nanopore sequencer, enabling most labs to flexibly process hundreds to thousands of plasmids in parallel.
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Affiliation(s)
- Weiyi Li
- SLAC National Accelerator Laboratory, Stanford University, Stanford, CA, USA
| | - Darach Miller
- SLAC National Accelerator Laboratory, Stanford University, Stanford, CA, USA
| | - Xianan Liu
- SLAC National Accelerator Laboratory, Stanford University, Stanford, CA, USA
| | - Lorenzo Tosi
- Department of Biomedical Engineering, Rutgers University, Piscataway, NJ, USA
| | - Lamia Chkaiban
- Department of Biomedical Engineering, Rutgers University, Piscataway, NJ, USA
| | - Han Mei
- SLAC National Accelerator Laboratory, Stanford University, Stanford, CA, USA
| | - Po-Hsiang Hung
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Biju Parekkadan
- Department of Biomedical Engineering, Rutgers University, Piscataway, NJ, USA
| | - Gavin Sherlock
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Sasha F Levy
- SLAC National Accelerator Laboratory, Stanford University, Stanford, CA, USA
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2
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Li W, Miller D, Liu X, Tosi L, Chkaiban L, Mei H, Hung PH, Parekkadan B, Sherlock G, Levy SF. Arrayed in vivo barcoding for multiplexed sequence verification of plasmid DNA and demultiplexing of pooled libraries. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.13.562064. [PMID: 37873145 PMCID: PMC10592806 DOI: 10.1101/2023.10.13.562064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Sequence verification of plasmid DNA is critical for many cloning and molecular biology workflows. To leverage high-throughput sequencing, several methods have been developed that add a unique DNA barcode to individual samples prior to pooling and sequencing. However, these methods require an individual plasmid extraction and/or in vitro barcoding reaction for each sample processed, limiting throughput and adding cost. Here, we develop an arrayed in vivo plasmid barcoding platform that enables pooled plasmid extraction and library preparation for Oxford Nanopore sequencing. This method has a high accuracy and recovery rate, and greatly increases throughput and reduces cost relative to other plasmid barcoding methods or Sanger sequencing. We use in vivo barcoding to sequence verify >45,000 plasmids and show that the method can be used to transform error-containing dispersed plasmid pools into sequence-perfect arrays or well-balanced pools. In vivo barcoding does not require any specialized equipment beyond a low-overhead Oxford Nanopore sequencer, enabling most labs to flexibly process hundreds to thousands of plasmids in parallel.
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Affiliation(s)
- Weiyi Li
- SLAC National Accelerator Laboratory, Stanford University, Stanford, CA, USA
| | - Darach Miller
- SLAC National Accelerator Laboratory, Stanford University, Stanford, CA, USA
| | - Xianan Liu
- SLAC National Accelerator Laboratory, Stanford University, Stanford, CA, USA
| | - Lorenzo Tosi
- Department of Biomedical Engineering, Rutgers University, Piscataway, NJ, USA
| | - Lamia Chkaiban
- Department of Biomedical Engineering, Rutgers University, Piscataway, NJ, USA
| | - Han Mei
- SLAC National Accelerator Laboratory, Stanford University, Stanford, CA, USA
| | - Po-Hsiang Hung
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Biju Parekkadan
- Department of Biomedical Engineering, Rutgers University, Piscataway, NJ, USA
| | - Gavin Sherlock
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Sasha F Levy
- SLAC National Accelerator Laboratory, Stanford University, Stanford, CA, USA
- Present Address: BacStitch DNA, Los Altos, CA, USA
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3
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Tosi L, Chaikban L, Larman BH, Rosenfield J, Parekkadan B. Massively parallel DNA target capture using long adapter single stranded oligonucleotide (LASSO) probes assembled through a novel DNA recombinase mediated methodology. Biotechnol J 2022; 17:e2100240. [PMID: 34775678 PMCID: PMC8825753 DOI: 10.1002/biot.202100240] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 11/05/2021] [Accepted: 11/05/2021] [Indexed: 02/03/2023]
Abstract
In the attempt to bridge the widening gap from DNA sequence to biological function, we developed a novel methodology to assemble Long-Adapter Single-Strand Oligonucleotide (LASSO) probe libraries that enabled the massively multiplexed capture of kilobase-sized DNA fragments for downstream long read DNA sequencing or expression. This method uses short DNA oligonucleotides (pre-LASSO probes) and a plasmid vector that supplies the linker sequence for the mature LASSO probe through Cre-LoxP intramolecular recombination. This strategy generates high quality LASSO probes libraries (≈46% of correct probes). We performed NGS analysis of the post-capture PCR amplification of DNA circles obtained from the LASSO capture of 3087 Escherichia coli ORFs spanning from 400- to 5000 bp. The median enrichment of all targeted ORFs versus untargeted ORFs was 30 times. For ORFs up to 1kb in size, targeted ORFs were enriched up to a median of 260-fold. Here, we show that LASSO probes obtained in this manner, were able to capture full-length open reading frames from total human cDNA. Furthermore, we show that the LASSO capture specificity and sensitivity is sufficient for target capture from total human genomic DNA template. This technology can be used for the preparation of long-read sequencing libraries and for massively multiplexed cloning of human sequences.
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Affiliation(s)
- Lorenzo Tosi
- Department of Biomedical Engineering, Rutgers University,
Piscataway, New Jersey 08854, USA
| | - Lamia Chaikban
- Department of Biomedical Engineering, Rutgers University,
Piscataway, New Jersey 08854, USA
| | - Benjamin H. Larman
- Institute of Cell Engineering, Division of Immunology,
Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Jeffrey Rosenfield
- Cancer Institute of New Jersey, New Brunswick, New Jersey
08854, USA,Department of Pathology, Robert Wood Johnson Medical
School, New Brunswick, NJ 08903, USA
| | - Biju Parekkadan
- Department of Biomedical Engineering, Rutgers University,
Piscataway, New Jersey 08854, USA,Cancer Institute of New Jersey, New Brunswick, New Jersey
08854, USA,Correspondence and requests for materials should
be addressed to B.P. (; 599 Taylor
Road, Piscataway, NJ 08854)
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4
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Choi H, Choi Y, Choi J, Lee AC, Yeom H, Hyun J, Ryu T, Kwon S. Purification of multiplex oligonucleotide libraries by synthesis and selection. Nat Biotechnol 2022; 40:47-53. [PMID: 34326548 DOI: 10.1038/s41587-021-00988-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 06/16/2021] [Indexed: 02/07/2023]
Abstract
Complex oligonucleotide (oligo) libraries are essential materials for diverse applications in synthetic biology, pharmaceutical production, nanotechnology and DNA-based data storage. However, the error rates in synthesizing complex oligo libraries can be substantial, leading to increment in cost and labor for the applications. As most synthesis errors arise from faulty insertions and deletions, we developed a length-based method with single-base resolution for purification of complex libraries containing oligos of identical or different lengths. Our method-purification of multiplex oligonucleotide libraries by synthesis and selection-can be performed either step-by-step manually or using a next-generation sequencer. When applied to a digital data-encoded library containing oligos of identical length, the method increased the purity of full-length oligos from 83% to 97%. We also show that libraries encoding the complementarity-determining region H3 with three different lengths (with an empirically achieved diversity >106) can be simultaneously purified in one pot, increasing the in-frame oligo fraction from 49.6% to 83.5%.
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Affiliation(s)
- Hansol Choi
- Department of Electrical and Computer Engineering, Seoul National University, Seoul, Republic of Korea
| | - Yeongjae Choi
- Nano Systems Institute, Seoul National University, Seoul, Republic of Korea.,Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
| | - Jaewon Choi
- Interdisciplinary Program in Bioengineering, Seoul National University, Seoul, Republic of Korea.,Integrated Major in Innovative Medical Science, Seoul National University, Seoul, Republic of Korea
| | - Amos Chungwon Lee
- Bio-MAX Institute, Seoul National University, Seoul, Republic of Korea
| | - Huiran Yeom
- Bio-MAX Institute, Seoul National University, Seoul, Republic of Korea
| | - Jinwoo Hyun
- Department of Electrical and Computer Engineering, Seoul National University, Seoul, Republic of Korea
| | - Taehoon Ryu
- ATG Lifetech Inc., Seoul, Republic of Korea.
| | - Sunghoon Kwon
- Department of Electrical and Computer Engineering, Seoul National University, Seoul, Republic of Korea. .,Nano Systems Institute, Seoul National University, Seoul, Republic of Korea. .,Interdisciplinary Program in Bioengineering, Seoul National University, Seoul, Republic of Korea. .,Bio-MAX Institute, Seoul National University, Seoul, Republic of Korea.
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5
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Kuiper BP, Prins RC, Billerbeck S. Oligo Pools as an Affordable Source of Synthetic DNA for Cost-Effective Library Construction in Protein- and Metabolic Pathway Engineering. Chembiochem 2021; 23:e202100507. [PMID: 34817110 PMCID: PMC9300125 DOI: 10.1002/cbic.202100507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 11/23/2021] [Indexed: 11/11/2022]
Abstract
The construction of custom libraries is critical for rational protein engineering and directed evolution. Array‐synthesized oligo pools of thousands of user‐defined sequences (up to ∼350 bases in length) have emerged as a low‐cost commercially available source of DNA. These pools cost ≤10 % (depending on error rate and length) of other commercial sources of custom DNA, and this significant cost difference can determine whether an enzyme engineering project can be realized on a given research budget. However, while being cheap, oligo pools do suffer from a low concentration of individual oligos and relatively high error rates. Several powerful techniques that specifically make use of oligo pools have been developed and proven valuable or even essential for next‐generation protein and pathway engineering strategies, such as sequence‐function mapping, enzyme minimization, or de‐novo design. Here we consolidate the knowledge on these techniques and their applications to facilitate the use of oligo pools within the protein engineering community.
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Affiliation(s)
- Bastiaan P Kuiper
- Molecular Microbiology, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands
| | - Rianne C Prins
- Molecular Microbiology, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands
| | - Sonja Billerbeck
- Molecular Microbiology, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands
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6
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Sinyakov AN, Ryabinin VA, Kostina EV. Application of Array-Based Oligonucleotides for Synthesis of Genetic Designs. Mol Biol 2021. [DOI: 10.1134/s0026893321030109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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7
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Sagita R, Quax WJ, Haslinger K. Current State and Future Directions of Genetics and Genomics of Endophytic Fungi for Bioprospecting Efforts. Front Bioeng Biotechnol 2021; 9:649906. [PMID: 33791289 PMCID: PMC8005728 DOI: 10.3389/fbioe.2021.649906] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 02/16/2021] [Indexed: 12/16/2022] Open
Abstract
The bioprospecting of secondary metabolites from endophytic fungi received great attention in the 1990s and 2000s, when the controversy around taxol production from Taxus spp. endophytes was at its height. Since then, hundreds of reports have described the isolation and characterization of putative secondary metabolites from endophytic fungi. However, only very few studies also report the genetic basis for these phenotypic observations. With low sequencing cost and fast sample turnaround, genetics- and genomics-based approaches have risen to become comprehensive approaches to study natural products from a wide-range of organisms, especially to elucidate underlying biosynthetic pathways. However, in the field of fungal endophyte biology, elucidation of biosynthetic pathways is still a major challenge. As a relatively poorly investigated group of microorganisms, even in the light of recent efforts to sequence more fungal genomes, such as the 1000 Fungal Genomes Project at the Joint Genome Institute (JGI), the basis for bioprospecting of enzymes and pathways from endophytic fungi is still rather slim. In this review we want to discuss the current approaches and tools used to associate phenotype and genotype to elucidate biosynthetic pathways of secondary metabolites in endophytic fungi through the lens of bioprospecting. This review will point out the reported successes and shortcomings, and discuss future directions in sampling, and genetics and genomics of endophytic fungi. Identifying responsible biosynthetic genes for the numerous secondary metabolites isolated from endophytic fungi opens the opportunity to explore the genetic potential of producer strains to discover novel secondary metabolites and enhance secondary metabolite production by metabolic engineering resulting in novel and more affordable medicines and food additives.
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Affiliation(s)
| | | | - Kristina Haslinger
- Groningen Institute of Pharmacy, Chemical and Pharmaceutical Biology, University of Groningen, Groningen, Netherlands
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8
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Sidore AM, Plesa C, Samson JA, Lubock NB, Kosuri S. DropSynth 2.0: high-fidelity multiplexed gene synthesis in emulsions. Nucleic Acids Res 2020; 48:e95. [PMID: 32692349 PMCID: PMC7498354 DOI: 10.1093/nar/gkaa600] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Revised: 06/13/2020] [Accepted: 07/11/2020] [Indexed: 01/12/2023] Open
Abstract
Multiplexed assays allow functional testing of large synthetic libraries of genetic elements, but are limited by the designability, length, fidelity and scale of the input DNA. Here, we improve DropSynth, a low-cost, multiplexed method that builds gene libraries by compartmentalizing and assembling microarray-derived oligonucleotides in vortexed emulsions. By optimizing enzyme choice, adding enzymatic error correction and increasing scale, we show that DropSynth can build thousands of gene-length fragments at >20% fidelity.
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Affiliation(s)
- Angus M Sidore
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Calin Plesa
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Joyce A Samson
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Nathan B Lubock
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Sriram Kosuri
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA 90095, USA.,UCLA-DOE Institute for Genomics and Proteomics, Molecular Biology Institute, Quantitative and Computational Biology Institute, Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA 90095, USA
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9
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Zhang H, Zhang H, Demirer GS, González-Grandío E, Fan C, Landry MP. Engineering DNA nanostructures for siRNA delivery in plants. Nat Protoc 2020; 15:3064-3087. [PMID: 32807907 PMCID: PMC10493160 DOI: 10.1038/s41596-020-0370-0] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2019] [Accepted: 05/29/2020] [Indexed: 12/15/2022]
Abstract
Targeted downregulation of select endogenous plant genes is known to confer disease or pest resistance in crops and is routinely accomplished via transgenic modification of plants for constitutive gene silencing. An attractive alternative to the use of transgenics or pesticides in agriculture is the use of a 'green' alternative known as RNAi, which involves the delivery of siRNAs that downregulate endogenous genes to confer resistance. However, siRNA is a molecule that is highly susceptible to enzymatic degradation and is difficult to deliver across the lignin-rich and multi-layered plant cell wall that poses the dominant physical barrier to biomolecule delivery in plants. We have demonstrated that DNA nanostructures can be utilized as a cargo carrier for direct siRNA delivery and gene silencing in mature plants. The size, shape, compactness and stiffness of the DNA nanostructure affect both internalization into plant cells and subsequent gene silencing efficiency. Herein, we provide a detailed protocol that can be readily adopted with standard biology benchtop equipment to generate geometrically optimized DNA nanostructures for transgene-free and force-independent siRNA delivery and gene silencing in mature plants. We further discuss how such DNA nanostructures can be rationally designed to efficiently enter plant cells and deliver cargoes to mature plants, and provide guidance for DNA nanostructure characterization, storage and use. The protocol described herein can be completed in 4 d.
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Affiliation(s)
- Huan Zhang
- Department of Chemical and Biomolecular Engineering, University of California Berkeley, Berkeley, CA, USA
| | - Honglu Zhang
- California Institute for Quantitative Biosciences (QB3), University of California Berkeley, Berkeley, CA, USA
| | - Gozde S Demirer
- Department of Chemical and Biomolecular Engineering, University of California Berkeley, Berkeley, CA, USA
| | - Eduardo González-Grandío
- Department of Chemical and Biomolecular Engineering, University of California Berkeley, Berkeley, CA, USA
| | - Chunhai Fan
- School of Chemistry and Chemical Engineering, and Institute of Molecular Medicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Markita P Landry
- Department of Chemical and Biomolecular Engineering, University of California Berkeley, Berkeley, CA, USA.
- California Institute for Quantitative Biosciences (QB3), University of California Berkeley, Berkeley, CA, USA.
- Chan-Zuckerberg Biohub, San Francisco, CA, USA.
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10
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Zhang J, Wang Y, Chai B, Wang J, Li L, Liu M, Zhao G, Yao L, Gao X, Yin Y, Xu J. Efficient and Low-Cost Error Removal in DNA Synthesis by a High-Durability MutS. ACS Synth Biol 2020; 9:940-952. [PMID: 32135061 DOI: 10.1021/acssynbio.0c00079] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Enzyme-based error correction is a key step in de novo DNA synthesis, yet the inherent instability of error-correction enzymes such as MutS has hindered the throughput and efficiency of DNA synthesis workflows. Here we introduce a process called Improved MICC (iMICC), in which all error-correction steps of oligos and fragments within a complete gene-synthesis cycle are completed in a simple, efficient, and low-cost manner via a MutS protein engineered for high durability. By establishing a disulfide bond of L157C-G233C, full-activity shelf life of E. coli MutS (eMutS) was prolonged from 7 to 49 days and was further extended to 63 days via cellulose-bound 4 °C storage. In synthesis of 10 Cas9 homologues in-solution and 10 xylose reductase (XR) homologues on-chip, iMICC reduced error frequency to 0.64/Kb and 0.41/Kb, respectively, with 72.1% and 86.4% of assembled fragments being error-free. By elevating base accuracy by 37.6-fold while avoiding repetitive preparation of fresh enzymes, iMICC is more efficient and robust than the wild-type eMutS, and it is 6.6-fold more accurate and 26.7-fold cheaper than CorrectASE. These advantages promise its broad applications in industrial DNA synthesis.
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Affiliation(s)
- Jia Zhang
- Single-Cell Center, CAS Key Laboratory of Biofuels and Shandong Key Laboratory of Energy Genetics, Qingdao Institute of BioEnergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, Shandong 266101, China
- Laboratory of Marine Biology and Biotechnology, Qingdao National Laboratory of Marine Science and Technology, Qingdao, Shandong 266071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yefei Wang
- CAS Key Laboratory of Biofuels and Shandong Key Laboratory of Synthetic Biology, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, Shandong 266101, China
| | - Baihui Chai
- Single-Cell Center, CAS Key Laboratory of Biofuels and Shandong Key Laboratory of Energy Genetics, Qingdao Institute of BioEnergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, Shandong 266101, China
- Laboratory of Marine Biology and Biotechnology, Qingdao National Laboratory of Marine Science and Technology, Qingdao, Shandong 266071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jichao Wang
- CAS Key Laboratory of Biobased Materials, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, Shandong 266101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Lulu Li
- LC-BIO Technologies CO., LTD., Hangzhou 310018, China
| | - Min Liu
- Single-Cell Center, CAS Key Laboratory of Biofuels and Shandong Key Laboratory of Energy Genetics, Qingdao Institute of BioEnergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, Shandong 266101, China
- Laboratory of Marine Biology and Biotechnology, Qingdao National Laboratory of Marine Science and Technology, Qingdao, Shandong 266071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Guang Zhao
- CAS Key Laboratory of Biobased Materials, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, Shandong 266101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Lishan Yao
- CAS Key Laboratory of Biofuels and Shandong Key Laboratory of Synthetic Biology, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, Shandong 266101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiaolian Gao
- LC-BIO Technologies CO., LTD., Hangzhou 310018, China
- Department of Biology and Biochemistry, University of Houston, Houston, Texas 77004-5001, United States
| | - Yifeng Yin
- Single-Cell Center, CAS Key Laboratory of Biofuels and Shandong Key Laboratory of Energy Genetics, Qingdao Institute of BioEnergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, Shandong 266101, China
| | - Jian Xu
- Single-Cell Center, CAS Key Laboratory of Biofuels and Shandong Key Laboratory of Energy Genetics, Qingdao Institute of BioEnergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, Shandong 266101, China
- Laboratory of Marine Biology and Biotechnology, Qingdao National Laboratory of Marine Science and Technology, Qingdao, Shandong 266071, China
- University of Chinese Academy of Sciences, Beijing 100049, China
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11
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Khambhati K, Bhattacharjee G, Gohil N, Braddick D, Kulkarni V, Singh V. Exploring the Potential of Cell-Free Protein Synthesis for Extending the Abilities of Biological Systems. Front Bioeng Biotechnol 2019; 7:248. [PMID: 31681738 PMCID: PMC6797904 DOI: 10.3389/fbioe.2019.00248] [Citation(s) in RCA: 66] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Accepted: 09/16/2019] [Indexed: 12/19/2022] Open
Abstract
Cell-free protein synthesis (CFPS) system is a simple, rapid, and sensitive tool that is devoid of membrane-bound barriers, yet contains all the mandatory substrates, biomolecules, and machineries required for the synthesis of the desired proteins. It has the potential to overcome loopholes in the current in vivo production systems and is a promising tool in both basic and applied scientific research. It facilitates a simplified organization of desired experiments with a variety of reaction conditions, making CFPS a powerful tool in biological research. It has been used for the expansion of genetic code, assembly of viruses, and in metabolic engineering for production of toxic and complex proteins. Subsequently, CFPS systems have emerged as potent technology for high-throughput production of membrane proteins, enzymes, and therapeutics. The present review highlights the recent advances and uses of CFPS systems in biomedical, therapeutic, and biotechnological applications. Additionally, we highlight possible solutions to the potential biosafety issues that may be encountered while using CFPS technology.
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Affiliation(s)
- Khushal Khambhati
- Department of Biological Sciences and Biotechnology, Institute of Advanced Research, Gandhinagar, India
| | - Gargi Bhattacharjee
- Department of Biological Sciences and Biotechnology, Institute of Advanced Research, Gandhinagar, India
| | - Nisarg Gohil
- Department of Biological Sciences and Biotechnology, Institute of Advanced Research, Gandhinagar, India
| | | | - Vishwesh Kulkarni
- School of Engineering, University of Warwick, Coventry, United Kingdom
| | - Vijai Singh
- Department of Biological Sciences and Biotechnology, Institute of Advanced Research, Gandhinagar, India
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12
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Cho N, Seo HN, Ryu T, Kwon E, Huh S, Noh J, Yeom H, Hwang B, Ha H, Lee JH, Kwon S, Bang D. High-throughput construction of multiple cas9 gene variants via assembly of high-depth tiled and sequence-verified oligonucleotides. Nucleic Acids Res 2019. [PMID: 29529247 PMCID: PMC5961255 DOI: 10.1093/nar/gky112] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Selective retrieval of sequence-verified oligonucleotides (oligos) from next-generation sequencing (NGS) flow cells, termed megacloning, promises accurate and reliable gene synthesis. However, gene assembly requires a complete collection of overlapping sense and nonsense oligos, and megacloning does not typically guarantee the complete production of sequence-verified oligos. Therefore, missing oligos must be provided via repetitive rounds of megacloning, which introduces a bottleneck for scaled-up efforts at gene assembly. Here, we introduce the concept of high-depth tiled oligo design to successfully utilize megacloned oligos for gene synthesis. Using acquired oligos from a single round of the megacloning process, we assembled 72 of 81 target Cas9-coding gene variants. We further validated 62 of these cas9 constructs, and deposited the plasmids to Addgene for subsequent functional characterization by the scientific community. This study demonstrates the utility of using sequence-verified oligos for DNA assembly and provides a practical and reliable optimized method for high-throughput gene synthesis.
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Affiliation(s)
- Namjin Cho
- Department of Chemistry, Yonsei University, Seoul 03722, Republic of Korea
| | - Han Na Seo
- Department of Chemistry, Yonsei University, Seoul 03722, Republic of Korea
| | - Taehoon Ryu
- Celemics Inc., 371-17, Gasan-dong, Geumcheongu, Seoul 153-718, Republic of Korea
| | - Euijin Kwon
- Celemics Inc., 371-17, Gasan-dong, Geumcheongu, Seoul 153-718, Republic of Korea
| | - Sunghoon Huh
- Department of Chemistry, Yonsei University, Seoul 03722, Republic of Korea
| | - Jinsung Noh
- Department of Electrical and Computer Engineering, Seoul National University, 1, Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea
| | - Huiran Yeom
- Department of Electrical and Computer Engineering, Seoul National University, 1, Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea
| | - Byungjin Hwang
- Department of Chemistry, Yonsei University, Seoul 03722, Republic of Korea
| | - Heejeong Ha
- Department of Chemistry, Yonsei University, Seoul 03722, Republic of Korea
| | - Ji Hyun Lee
- Department of Clinical Pharmacology and Therapeutics, College of Medicine, Kyung Hee University, Seoul 02447, Republic of Korea.,Kyung Hee Medical Science Research Institute, Kyung Hee University, Seoul 02447, Republic of Korea
| | - Sunghoon Kwon
- Department of Electrical and Computer Engineering, Seoul National University, 1, Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea.,Institute of Entrepreneurial Bio Convergence, Seoul National University, 1, Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea.,Seoul National University Hospital Biomedical Research Institute, Seoul National University Hospital, 101, Daehak-ro Jongno-gu, Seoul, 03080, Republic of Korea
| | - Duhee Bang
- Department of Chemistry, Yonsei University, Seoul 03722, Republic of Korea
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13
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Lim H, Cho N, Ahn J, Park S, Jang H, Kim H, Han H, Lee JH, Bang D. Highly selective retrieval of accurate DNA utilizing a pool of in situ-replicated DNA from multiple next-generation sequencing platforms. Nucleic Acids Res 2019; 46:e40. [PMID: 29361040 PMCID: PMC6283416 DOI: 10.1093/nar/gky016] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2017] [Accepted: 01/11/2018] [Indexed: 11/13/2022] Open
Abstract
Scalable and cost-effective production of error-free DNA is critical to meet the increased demand for such DNA in the field of biological science. Methods based on ‘Dial-out PCR’ have enabled the high-throughput error-free DNA synthesis from a microarray-synthesized DNA pool by labeling with retrieval PCR tags, and retrieving error-free DNA of which the sequence is identified via next generation sequencing (NGS). However, most of the retrieved products contain byproducts due to background amplification of redundantly labeled DNAs. Here, we present a highly selective retrieval method of desired DNA from a pool of millions of DNA clones from NGS platforms. Our strategy is based on replicating entire sequence-verified DNA molecules from NGS plates to obtain population-controlled DNA pool. Using the NGS-replica pool, we could perform improved and selective retrieval of desired DNA from the replicated DNA pool compared to other dial-out PCR based methods. To evaluate the method, we tested this strategy by using 454, Illumina, and Ion Torrent platforms for producing NGS-replica pool. As a result, we observed a highly selective retrieval yield of over 95%. We anticipate that applications based on this method will enable the preparation of high-fidelity sequenced DNA from heterogeneous collections of DNA molecules.
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Affiliation(s)
- Hyeonseob Lim
- Department of Chemistry, Yonsei University, Seoul 03722, Korea
| | - Namjin Cho
- Department of Chemistry, Yonsei University, Seoul 03722, Korea
| | - Jinwoo Ahn
- Department of Chemistry, Yonsei University, Seoul 03722, Korea
| | - Sangun Park
- Department of Chemistry, Yonsei University, Seoul 03722, Korea
| | - Hoon Jang
- Department of Chemistry, Yonsei University, Seoul 03722, Korea
| | - Hwangbeom Kim
- Department of Chemistry, Yonsei University, Seoul 03722, Korea
| | - Hyojun Han
- Department of Chemistry, Yonsei University, Seoul 03722, Korea
| | - Ji Hyun Lee
- Department of Clinical Pharmacology and Therapeutics, College of Medicine, Kyung Hee University, Seoul 02447, Korea
| | - Duhee Bang
- Department of Chemistry, Yonsei University, Seoul 03722, Korea
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14
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Lim CC, Choong YS, Lim TS. Cognizance of Molecular Methods for the Generation of Mutagenic Phage Display Antibody Libraries for Affinity Maturation. Int J Mol Sci 2019; 20:E1861. [PMID: 30991723 PMCID: PMC6515083 DOI: 10.3390/ijms20081861] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 04/10/2019] [Accepted: 04/12/2019] [Indexed: 12/25/2022] Open
Abstract
Antibodies leverage on their unique architecture to bind with an array of antigens. The strength of interaction has a direct relation to the affinity of the antibodies towards the antigen. In vivo affinity maturation is performed through multiple rounds of somatic hypermutation and selection in the germinal centre. This unique process involves intricate sequence rearrangements at the gene level via molecular mechanisms. The emergence of in vitro display technologies, mainly phage display and recombinant DNA technology, has helped revolutionize the way antibody improvements are being carried out in the laboratory. The adaptation of molecular approaches in vitro to replicate the in vivo processes has allowed for improvements in the way recombinant antibodies are designed and tuned. Combinatorial libraries, consisting of a myriad of possible antibodies, are capable of replicating the diversity of the natural human antibody repertoire. The isolation of target-specific antibodies with specific affinity characteristics can also be accomplished through modification of stringent protocols. Despite the ability to screen and select for high-affinity binders, some 'fine tuning' may be required to enhance antibody binding in terms of its affinity. This review will provide a brief account of phage display technology used for antibody generation followed by a summary of different combinatorial library characteristics. The review will focus on available strategies, which include molecular approaches, next generation sequencing, and in silico approaches used for antibody affinity maturation in both therapeutic and diagnostic applications.
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Affiliation(s)
- Chia Chiu Lim
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, Penang 11800, Malaysia.
| | - Yee Siew Choong
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, Penang 11800, Malaysia.
| | - Theam Soon Lim
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, Penang 11800, Malaysia.
- Analytical Biochemistry Research Centre, Universiti Sains Malaysia, Penang 11800, Malaysia.
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15
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Plesa C, Sidore AM, Lubock NB, Zhang D, Kosuri S. Multiplexed gene synthesis in emulsions for exploring protein functional landscapes. Science 2018; 359:343-347. [PMID: 29301959 PMCID: PMC6261299 DOI: 10.1126/science.aao5167] [Citation(s) in RCA: 67] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2017] [Accepted: 12/18/2017] [Indexed: 12/14/2022]
Abstract
Improving our ability to construct and functionally characterize DNA sequences would broadly accelerate progress in biology. Here, we introduce DropSynth, a scalable, low-cost method to build thousands of defined gene-length constructs in a pooled (multiplexed) manner. DropSynth uses a library of barcoded beads that pull down the oligonucleotides necessary for a gene's assembly, which are then processed and assembled in water-in-oil emulsions. We used DropSynth to successfully build more than 7000 synthetic genes that encode phylogenetically diverse homologs of two essential genes in Escherichia coli We tested the ability of phosphopantetheine adenylyltransferase homologs to complement a knockout E. coli strain in multiplex, revealing core functional motifs and reasons underlying homolog incompatibility. DropSynth coupled with multiplexed functional assays allows us to rationally explore sequence-function relationships at an unprecedented scale.
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Affiliation(s)
- Calin Plesa
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California, USA
| | - Angus M. Sidore
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, California, USA
| | - Nathan B. Lubock
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California, USA
| | - Di Zhang
- Genomics and Computational Biology Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Sriram Kosuri
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California, USA
- UCLA-DOE Institute for Genomics and Proteomics, Molecular Biology Institute, Quantitative and Computational Biology Institute, Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, California, USA
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16
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Lubock NB, Zhang D, Sidore AM, Church GM, Kosuri S. A systematic comparison of error correction enzymes by next-generation sequencing. Nucleic Acids Res 2017; 45:9206-9217. [PMID: 28911123 PMCID: PMC5587813 DOI: 10.1093/nar/gkx691] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2017] [Revised: 07/14/2017] [Accepted: 07/31/2017] [Indexed: 11/13/2022] Open
Abstract
Gene synthesis, the process of assembling gene-length fragments from shorter groups of oligonucleotides (oligos), is becoming an increasingly important tool in molecular and synthetic biology. The length, quality and cost of gene synthesis are limited by errors produced during oligo synthesis and subsequent assembly. Enzymatic error correction methods are cost-effective means to ameliorate errors in gene synthesis. Previous analyses of these methods relied on cloning and Sanger sequencing to evaluate their efficiencies, limiting quantitative assessment. Here, we develop a method to quantify errors in synthetic DNA by next-generation sequencing. We analyzed errors in model gene assemblies and systematically compared six different error correction enzymes across 11 conditions. We find that ErrASE and T7 Endonuclease I are the most effective at decreasing average error rates (up to 5.8-fold relative to the input), whereas MutS is the best for increasing the number of perfect assemblies (up to 25.2-fold). We are able to quantify differential specificities such as ErrASE preferentially corrects C/G transversions whereas T7 Endonuclease I preferentially corrects A/T transversions. More generally, this experimental and computational pipeline is a fast, scalable and extensible way to analyze errors in gene assemblies, to profile error correction methods, and to benchmark DNA synthesis methods.
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Affiliation(s)
- Nathan B. Lubock
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, USA
- UCLA-DOE Institute for Genomics and Proteomics, Los Angeles, CA 90095, USA
- Molecular Biology Institute, University of California, Los Angeles, CA 90095, USA
| | - Di Zhang
- Genomics and Computational Biology Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Angus M. Sidore
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - George M. Church
- Wyss Institute for Biologically Inspired Engineering, Boston, MA 02115, USA
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Sriram Kosuri
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, USA
- UCLA-DOE Institute for Genomics and Proteomics, Los Angeles, CA 90095, USA
- Molecular Biology Institute, University of California, Los Angeles, CA 90095, USA
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17
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Woodruff LBA, Gorochowski TE, Roehner N, Mikkelsen TS, Densmore D, Gordon DB, Nicol R, Voigt CA. Registry in a tube: multiplexed pools of retrievable parts for genetic design space exploration. Nucleic Acids Res 2017; 45:1553-1565. [PMID: 28007941 PMCID: PMC5388403 DOI: 10.1093/nar/gkw1226] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Accepted: 11/22/2016] [Indexed: 11/14/2022] Open
Abstract
Genetic designs can consist of dozens of genes and hundreds of genetic parts. After evaluating a design, it is desirable to implement changes without the cost and burden of starting the construction process from scratch. Here, we report a two-step process where a large design space is divided into deep pools of composite parts, from which individuals are retrieved and assembled to build a final construct. The pools are built via multiplexed assembly and sequenced using next-generation sequencing. Each pool consists of ∼20 Mb of up to 5000 unique and sequence-verified composite parts that are barcoded for retrieval by PCR. This approach is applied to a 16-gene nitrogen fixation pathway, which is broken into pools containing a total of 55 848 composite parts (71.0 Mb). The pools encompass an enormous design space (1043 possible 23 kb constructs), from which an algorithm-guided 192-member 4.5 Mb library is built. Next, all 1030 possible genetic circuits based on 10 repressors (NOR/NOT gates) are encoded in pools where each repressor is fused to all permutations of input promoters. These demonstrate that multiplexing can be applied to encompass entire design spaces from which individuals can be accessed and evaluated.
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Affiliation(s)
- Lauren B A Woodruff
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.,Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Thomas E Gorochowski
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.,Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Nicholas Roehner
- Biological Design Center, Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA
| | - Tarjei S Mikkelsen
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Douglas Densmore
- Biological Design Center, Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA
| | - D Benjamin Gordon
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.,Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Robert Nicol
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Christopher A Voigt
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.,Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
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18
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Chan HF, Ma S, Tian J, Leong KW. High-throughput screening of microchip-synthesized genes in programmable double-emulsion droplets. NANOSCALE 2017; 9:3485-3495. [PMID: 28239692 PMCID: PMC5428077 DOI: 10.1039/c6nr08224f] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
The rapid advances in synthetic biology and biotechnology are increasingly demanding high-throughput screening technology, such as screening of the functionalities of synthetic genes for optimization of protein expression. Compartmentalization of single cells in water-in-oil (W/O) emulsion droplets allows screening of a vast number of individualized assays, and recent advances in automated microfluidic devices further help realize the potential of droplet technology for high-throughput screening. However these single-emulsion droplets are incompatible with aqueous phase analysis and the inner droplet environment cannot easily communicate with the external phase. We present a high-throughput, miniaturized screening platform for microchip-synthesized genes using microfluidics-generated water-in-oil-in-water (W/O/W) double emulsion (DE) droplets that overcome these limitations. Synthetic gene variants of fluorescent proteins are synthesized with a custom-built microarray inkjet synthesizer, which are then screened for expression in Escherichia coli (E. coli) cells. Bacteria bearing individual fluorescent gene variants are encapsulated as single cells into DE droplets where fluorescence signals are enhanced by 100 times within 24 h of proliferation. Enrichment of functionally-correct genes by employing an error correction method is demonstrated by screening DE droplets containing fluorescent clones of bacteria with the red fluorescent protein (rfp) gene. Permeation of isopropyl β-d-1-thiogalactopyranoside (IPTG) through the thin oil layer from the external solution initiates target gene expression. The induced expression of the synthetic fluorescent proteins from at least ∼100 bacteria per droplet generates detectable fluorescence signals to enable fluorescence-activated cell sorting (FACS) of the intact droplets. This technology obviates time- and labor-intensive cell culture typically required in conventional bulk experiment.
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Affiliation(s)
- H F Chan
- Department of Biomedical Engineering, Duke University, Durham, 27705, USA. and Department of Biomedical Engineering, Columbia University, New York, 10027, USA
| | - S Ma
- Department of Biomedical Engineering, Duke University, Durham, 27705, USA. and General Biosystems, Inc. Morrisville, 27560 USA
| | - J Tian
- Department of Biomedical Engineering, Duke University, Durham, 27705, USA. and General Biosystems, Inc. Morrisville, 27560 USA and Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin, 300308, China
| | - K W Leong
- Department of Biomedical Engineering, Duke University, Durham, 27705, USA. and Department of Biomedical Engineering, Columbia University, New York, 10027, USA and Department of Systems Biology, Columbia University, New York, 10027, USA
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19
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Smith JD, Schlecht U, Xu W, Suresh S, Horecka J, Proctor MJ, Aiyar RS, Bennett RAO, Chu A, Li YF, Roy K, Davis RW, Steinmetz LM, Hyman RW, Levy SF, St Onge RP. A method for high-throughput production of sequence-verified DNA libraries and strain collections. Mol Syst Biol 2017; 13:913. [PMID: 28193641 PMCID: PMC5327727 DOI: 10.15252/msb.20167233] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
The low costs of array‐synthesized oligonucleotide libraries are empowering rapid advances in quantitative and synthetic biology. However, high synthesis error rates, uneven representation, and lack of access to individual oligonucleotides limit the true potential of these libraries. We have developed a cost‐effective method called Recombinase Directed Indexing (REDI), which involves integration of a complex library into yeast, site‐specific recombination to index library DNA, and next‐generation sequencing to identify desired clones. We used REDI to generate a library of ~3,300 DNA probes that exhibited > 96% purity and remarkable uniformity (> 95% of probes within twofold of the median abundance). Additionally, we created a collection of ~9,000 individually accessible CRISPR interference yeast strains for > 99% of genes required for either fermentative or respiratory growth, demonstrating the utility of REDI for rapid and cost‐effective creation of strain collections from oligonucleotide pools. Our approach is adaptable to any complex DNA library, and fundamentally changes how these libraries can be parsed, maintained, propagated, and characterized.
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Affiliation(s)
- Justin D Smith
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA.,Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Ulrich Schlecht
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA.,Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
| | - Weihong Xu
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA.,Department of Surgery, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA
| | - Sundari Suresh
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA.,Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
| | - Joe Horecka
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA.,Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
| | - Michael J Proctor
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA.,Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
| | - Raeka S Aiyar
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA.,Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
| | - Richard A O Bennett
- Laufer Center for Physical and Quantitative Biology, Stony Brook University, Stony Brook, NY, USA.,Department of Biochemistry and Cellular Biology, Stony Brook University, Stony Brook, NY, USA
| | - Angela Chu
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA.,Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
| | - Yong Fuga Li
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA
| | - Kevin Roy
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA.,Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Ronald W Davis
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA.,Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA.,Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
| | - Lars M Steinmetz
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA.,Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA.,European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
| | - Richard W Hyman
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA.,Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
| | - Sasha F Levy
- Laufer Center for Physical and Quantitative Biology, Stony Brook University, Stony Brook, NY, USA.,Department of Biochemistry and Cellular Biology, Stony Brook University, Stony Brook, NY, USA
| | - Robert P St Onge
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA .,Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
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20
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Hughes RA, Ellington AD. Synthetic DNA Synthesis and Assembly: Putting the Synthetic in Synthetic Biology. Cold Spring Harb Perspect Biol 2017; 9:9/1/a023812. [PMID: 28049645 DOI: 10.1101/cshperspect.a023812] [Citation(s) in RCA: 204] [Impact Index Per Article: 29.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
The chemical synthesis of DNA oligonucleotides and their assembly into synthons, genes, circuits, and even entire genomes by gene synthesis methods has become an enabling technology for modern molecular biology and enables the design, build, test, learn, and repeat cycle underpinning innovations in synthetic biology. In this perspective, we briefly review the techniques and technologies that enable the synthesis of DNA oligonucleotides and their assembly into larger DNA constructs with a focus on recent advancements that have sought to reduce synthesis cost and increase sequence fidelity. The development of lower-cost methods to produce high-quality synthetic DNA will allow for the exploration of larger biological hypotheses by lowering the cost of use and help to close the DNA read-write cost gap.
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Affiliation(s)
- Randall A Hughes
- Applied Research Laboratories, The University of Texas at Austin, Austin, Texas 78758
| | - Andrew D Ellington
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, Texas 78712
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21
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Exploring the potential of genome editing CRISPR-Cas9 technology. Gene 2017; 599:1-18. [DOI: 10.1016/j.gene.2016.11.008] [Citation(s) in RCA: 96] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Revised: 10/18/2016] [Accepted: 11/06/2016] [Indexed: 12/26/2022]
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22
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Kuhn P, Wagner K, Heil K, Liss M, Netuschil N. Next generation gene synthesis: From microarrays to genomes. Eng Life Sci 2016; 17:6-13. [PMID: 32624724 DOI: 10.1002/elsc.201600121] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2016] [Revised: 06/29/2016] [Accepted: 07/25/2016] [Indexed: 11/11/2022] Open
Abstract
Similar to the incredible advances in DNA sequencing, the de novo synthesis of DNA is subject to innovations and fast progress in terms of synthesis speed and cost. We will discuss novel techniques that are expected to enable high-throughput synthesis of oligonucleotides on microarrays and the subsequent assembly into longer fragments, up to whole genomes. Especially, the inherent disadvantages of microarray-derived oligonucleotide pools for gene synthesis will be discussed in detail, and also the different approaches to still render these oligonucleotides useful for gene assembly. These so-called next-generation techniques will lead to a significant cost reduction of gene synthesis and to the possibility of much larger projects, such as whole genome synthesis.
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Affiliation(s)
- Phillip Kuhn
- Thermo Fisher Scientific/Geneart GmbH Regensburg Germany
| | - Katrin Wagner
- Thermo Fisher Scientific/Geneart GmbH Regensburg Germany
| | - Korbinian Heil
- Thermo Fisher Scientific/Geneart GmbH Regensburg Germany
| | - Michael Liss
- Thermo Fisher Scientific/Geneart GmbH Regensburg Germany
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23
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Klein JC, Lajoie MJ, Schwartz JJ, Strauch EM, Nelson J, Baker D, Shendure J. Multiplex pairwise assembly of array-derived DNA oligonucleotides. Nucleic Acids Res 2015; 44:e43. [PMID: 26553805 PMCID: PMC4797260 DOI: 10.1093/nar/gkv1177] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2015] [Accepted: 10/22/2015] [Indexed: 01/16/2023] Open
Abstract
While the cost of DNA sequencing has dropped by five orders of magnitude in the past decade, DNA synthesis remains expensive for many applications. Although DNA microarrays have decreased the cost of oligonucleotide synthesis, the use of array-synthesized oligos in practice is limited by short synthesis lengths, high synthesis error rates, low yield and the challenges of assembling long constructs from complex pools. Toward addressing these issues, we developed a protocol for multiplex pairwise assembly of oligos from array-synthesized oligonucleotide pools. To evaluate the method, we attempted to assemble up to 2271 targets ranging in length from 192–252 bases using pairs of array-synthesized oligos. Within sets of complexity ranging from 131–250 targets, we observed error-free assemblies for 90.5% of all targets. When all 2271 targets were assembled in one reaction, we observed error-free constructs for 70.6%. While the assembly method intrinsically increased accuracy to a small degree, we further increased accuracy by using a high throughput ‘Dial-Out PCR’ protocol, which combines Illumina sequencing with an in-house set of unique PCR tags to selectively amplify perfect assemblies from complex synthetic pools. This approach has broad applicability to DNA assembly and high-throughput functional screens.
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Affiliation(s)
- Jason C Klein
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA
| | - Marc J Lajoie
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Jerrod J Schwartz
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA
| | - Eva-Maria Strauch
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Jorgen Nelson
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA
| | - Jay Shendure
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA Howard Hughes Medical Institute, University of Washington, Seattle, WA 98195, USA
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24
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Singh V, Braddick D. Recent advances and versatility of MAGE towards industrial applications. SYSTEMS AND SYNTHETIC BIOLOGY 2015; 9:1-9. [PMID: 26702302 DOI: 10.1007/s11693-015-9184-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2015] [Revised: 10/31/2015] [Accepted: 11/04/2015] [Indexed: 01/11/2023]
Abstract
The genome engineering toolkit has expanded significantly in recent years, allowing us to study the functions of genes in cellular networks and assist in over-production of proteins, drugs, chemicals and biofuels. Multiplex automated genome engineering (MAGE) has been recently developed and gained more scientific interest towards strain engineering. MAGE is a simple, rapid and efficient tool for manipulating genes simultaneously in multiple loci, assigning genetic codes and integrating non-natural amino acids. MAGE can be further expanded towards the engineering of fast, robust and over-producing strains for chemicals, drugs and biofuels at industrial scales.
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Affiliation(s)
- Vijai Singh
- Institute of Systems and Synthetic Biology, Université d'Évry Val d'Essonne, Genopole Campus 1, Batiment Genavenir 6, 5 rue Henri Desbruères, 91030 Évry, France
| | - Darren Braddick
- Institute of Systems and Synthetic Biology, Université d'Évry Val d'Essonne, Genopole Campus 1, Batiment Genavenir 6, 5 rue Henri Desbruères, 91030 Évry, France
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25
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Ben Yehezkel T, Rival A, Raz O, Cohen R, Marx Z, Camara M, Dubern JF, Koch B, Heeb S, Krasnogor N, Delattre C, Shapiro E. Synthesis and cell-free cloning of DNA libraries using programmable microfluidics. Nucleic Acids Res 2015; 44:e35. [PMID: 26481354 PMCID: PMC4770201 DOI: 10.1093/nar/gkv1087] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2015] [Accepted: 10/03/2015] [Indexed: 11/12/2022] Open
Abstract
Microfluidics may revolutionize our ability to write synthetic DNA by addressing several fundamental limitations associated with generating novel genetic constructs. Here we report the first de novo synthesis and cell-free cloning of custom DNA libraries in sub-microliter reaction droplets using programmable digital microfluidics. Specifically, we developed Programmable Order Polymerization (POP), Microfluidic Combinatorial Assembly of DNA (M-CAD) and Microfluidic In-vitro Cloning (MIC) and applied them to de novo synthesis, combinatorial assembly and cell-free cloning of genes, respectively. Proof-of-concept for these methods was demonstrated by programming an autonomous microfluidic system to construct and clone libraries of yeast ribosome binding sites and bacterial Azurine, which were then retrieved in individual droplets and validated. The ability to rapidly and robustly generate designer DNA molecules in an autonomous manner should have wide application in biological research and development.
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Affiliation(s)
- Tuval Ben Yehezkel
- Applied Mathematics and Computer Science and Biological Chemistry, Weizmann institute of science, Rehovot, Israel
| | | | - Ofir Raz
- Applied Mathematics and Computer Science and Biological Chemistry, Weizmann institute of science, Rehovot, Israel
| | - Rafael Cohen
- Applied Mathematics and Computer Science and Biological Chemistry, Weizmann institute of science, Rehovot, Israel
| | - Zipora Marx
- Applied Mathematics and Computer Science and Biological Chemistry, Weizmann institute of science, Rehovot, Israel
| | - Miguel Camara
- Centre for Bio-molecular Sciences, University of Nottingham, Nottingham, UK
| | | | - Birgit Koch
- School of Computing Science, Claremont Tower, Newcastle University, Newcastle, UK
| | - Stephan Heeb
- Centre for Bio-molecular Sciences, University of Nottingham, Nottingham, UK
| | - Natalio Krasnogor
- School of Computing Science, Claremont Tower, Newcastle University, Newcastle, UK
| | | | - Ehud Shapiro
- Applied Mathematics and Computer Science and Biological Chemistry, Weizmann institute of science, Rehovot, Israel
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26
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Yazdi SMHT, Kiah HM, Garcia-Ruiz E, Ma J, Zhao H, Milenkovic O. DNA-Based Storage: Trends and Methods. ACTA ACUST UNITED AC 2015. [DOI: 10.1109/tmbmc.2016.2537305] [Citation(s) in RCA: 117] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Hsiau THC, Sukovich D, Elms P, Prince RN, Stritmatter T, Ruan P, Curry B, Anderson P, Sampson J, Anderson JC. A method for multiplex gene synthesis employing error correction based on expression. PLoS One 2015; 10:e0119927. [PMID: 25790188 PMCID: PMC4366238 DOI: 10.1371/journal.pone.0119927] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Accepted: 01/17/2015] [Indexed: 11/18/2022] Open
Abstract
Our ability to engineer organisms with new biosynthetic pathways and genetic circuits is limited by the availability of protein characterization data and the cost of synthetic DNA. With new tools for reading and writing DNA, there are opportunities for scalable assays that more efficiently and cost effectively mine for biochemical protein characteristics. To that end, we have developed the Multiplex Library Synthesis and Expression Correction (MuLSEC) method for rapid assembly, error correction, and expression characterization of many genes as a pooled library. This methodology enables gene synthesis from microarray-synthesized oligonucleotide pools with a one-pot technique, eliminating the need for robotic liquid handling. Post assembly, the gene library is subjected to an ampicillin based quality control selection, which serves as both an error correction step and a selection for proteins that are properly expressed and folded in E. coli. Next generation sequencing of post selection DNA enables quantitative analysis of gene expression characteristics. We demonstrate the feasibility of this approach by building and testing over 90 genes for empirical evidence of soluble expression. This technique reduces the problem of part characterization to multiplex oligonucleotide synthesis and deep sequencing, two technologies under extensive development with projected cost reduction.
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Affiliation(s)
- Timothy H.-C. Hsiau
- Department of Bioengineering, University of California, Berkeley, CA, United States of America
| | - David Sukovich
- Department of Bioengineering, University of California, Berkeley, CA, United States of America
| | - Phillip Elms
- Department of Bioengineering, University of California, Berkeley, CA, United States of America
| | - Robin N. Prince
- Department of Bioengineering, University of California, Berkeley, CA, United States of America
| | - Tobias Stritmatter
- Department of Bioengineering, University of California, Berkeley, CA, United States of America
| | - Paul Ruan
- Department of Electrical Engineering and Computer Science, University of California, Berkeley, CA, United States of America
| | - Bo Curry
- Agilent Technologies, Santa Clara, CA, United States of America
| | - Paige Anderson
- Agilent Technologies, Santa Clara, CA, United States of America
| | - Jeff Sampson
- Agilent Technologies, Santa Clara, CA, United States of America
| | - J. Christopher Anderson
- Department of Bioengineering, University of California, Berkeley, CA, United States of America
- Synthetic Biology Institute, University of California, Berkeley, CA, United States of America
- * E-mail:
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28
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Currin A, Swainston N, Day PJ, Kell DB. Synthetic biology for the directed evolution of protein biocatalysts: navigating sequence space intelligently. Chem Soc Rev 2015; 44:1172-239. [PMID: 25503938 PMCID: PMC4349129 DOI: 10.1039/c4cs00351a] [Citation(s) in RCA: 251] [Impact Index Per Article: 27.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2014] [Indexed: 12/21/2022]
Abstract
The amino acid sequence of a protein affects both its structure and its function. Thus, the ability to modify the sequence, and hence the structure and activity, of individual proteins in a systematic way, opens up many opportunities, both scientifically and (as we focus on here) for exploitation in biocatalysis. Modern methods of synthetic biology, whereby increasingly large sequences of DNA can be synthesised de novo, allow an unprecedented ability to engineer proteins with novel functions. However, the number of possible proteins is far too large to test individually, so we need means for navigating the 'search space' of possible protein sequences efficiently and reliably in order to find desirable activities and other properties. Enzymologists distinguish binding (Kd) and catalytic (kcat) steps. In a similar way, judicious strategies have blended design (for binding, specificity and active site modelling) with the more empirical methods of classical directed evolution (DE) for improving kcat (where natural evolution rarely seeks the highest values), especially with regard to residues distant from the active site and where the functional linkages underpinning enzyme dynamics are both unknown and hard to predict. Epistasis (where the 'best' amino acid at one site depends on that or those at others) is a notable feature of directed evolution. The aim of this review is to highlight some of the approaches that are being developed to allow us to use directed evolution to improve enzyme properties, often dramatically. We note that directed evolution differs in a number of ways from natural evolution, including in particular the available mechanisms and the likely selection pressures. Thus, we stress the opportunities afforded by techniques that enable one to map sequence to (structure and) activity in silico, as an effective means of modelling and exploring protein landscapes. Because known landscapes may be assessed and reasoned about as a whole, simultaneously, this offers opportunities for protein improvement not readily available to natural evolution on rapid timescales. Intelligent landscape navigation, informed by sequence-activity relationships and coupled to the emerging methods of synthetic biology, offers scope for the development of novel biocatalysts that are both highly active and robust.
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Affiliation(s)
- Andrew Currin
- Manchester Institute of Biotechnology , The University of Manchester , 131, Princess St , Manchester M1 7DN , UK . ; http://dbkgroup.org/; @dbkell ; Tel: +44 (0)161 306 4492
- School of Chemistry , The University of Manchester , Manchester M13 9PL , UK
- Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM) , The University of Manchester , 131, Princess St , Manchester M1 7DN , UK
| | - Neil Swainston
- Manchester Institute of Biotechnology , The University of Manchester , 131, Princess St , Manchester M1 7DN , UK . ; http://dbkgroup.org/; @dbkell ; Tel: +44 (0)161 306 4492
- Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM) , The University of Manchester , 131, Princess St , Manchester M1 7DN , UK
- School of Computer Science , The University of Manchester , Manchester M13 9PL , UK
| | - Philip J. Day
- Manchester Institute of Biotechnology , The University of Manchester , 131, Princess St , Manchester M1 7DN , UK . ; http://dbkgroup.org/; @dbkell ; Tel: +44 (0)161 306 4492
- Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM) , The University of Manchester , 131, Princess St , Manchester M1 7DN , UK
- Faculty of Medical and Human Sciences , The University of Manchester , Manchester M13 9PT , UK
| | - Douglas B. Kell
- Manchester Institute of Biotechnology , The University of Manchester , 131, Princess St , Manchester M1 7DN , UK . ; http://dbkgroup.org/; @dbkell ; Tel: +44 (0)161 306 4492
- School of Chemistry , The University of Manchester , Manchester M13 9PL , UK
- Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM) , The University of Manchester , 131, Princess St , Manchester M1 7DN , UK
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A high-throughput optomechanical retrieval method for sequence-verified clonal DNA from the NGS platform. Nat Commun 2015; 6:6073. [PMID: 25641679 PMCID: PMC4327316 DOI: 10.1038/ncomms7073] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Accepted: 12/10/2014] [Indexed: 01/29/2023] Open
Abstract
Writing DNA plays a significant role in the fields of synthetic biology, functional genomics and bioengineering. DNA clones on next-generation sequencing (NGS) platforms have the potential to be a rich and cost-effective source of sequence-verified DNAs as a precursor for DNA writing. However, it is still very challenging to retrieve target clonal DNA from high-density NGS platforms. Here we propose an enabling technology called 'Sniper Cloning' that enables the precise mapping of target clone features on NGS platforms and non-contact rapid retrieval of targets for the full utilization of DNA clones. By merging the three cutting-edge technologies of NGS, DNA microarray and our pulse laser retrieval system, Sniper Cloning is a week-long process that produces 5,188 error-free synthetic DNAs in a single run of NGS with a single microarray DNA pool. We believe that this technology has potential as a universal tool for DNA writing in biological sciences.
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30
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Kosuri S, Church GM. Large-scale de novo DNA synthesis: technologies and applications. Nat Methods 2014; 11:499-507. [PMID: 24781323 PMCID: PMC7098426 DOI: 10.1038/nmeth.2918] [Citation(s) in RCA: 477] [Impact Index Per Article: 47.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2013] [Accepted: 03/10/2014] [Indexed: 12/23/2022]
Abstract
For over 60 years, the synthetic production of new DNA sequences has helped researchers understand and engineer biology. Here we summarize methods and caveats for the de novo synthesis of DNA, with particular emphasis on recent technologies that allow for large-scale and low-cost production. In addition, we discuss emerging applications enabled by large-scale de novo DNA constructs, as well as the challenges and opportunities that lie ahead.
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Affiliation(s)
- Sriram Kosuri
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California, USA
| | - George M Church
- 1] Wyss Institute for Biologically Inspired Engineering, Boston, Massachusetts, USA. [2] Department of Genetics, Harvard Medical School, Boston, Massachusetts, USA
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Zylicz-Stachula A, Zolnierkiewicz O, Sliwinska K, Jezewska-Frackowiak J, Skowron PM. Modified 'one amino acid-one codon' engineering of high GC content TaqII-coding gene from thermophilic Thermus aquaticus results in radical expression increase. Microb Cell Fact 2014; 13:7. [PMID: 24410856 PMCID: PMC3893498 DOI: 10.1186/1475-2859-13-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2013] [Accepted: 01/03/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND An industrial approach to protein production demands maximization of cloned gene expression, balanced with the recombinant host's viability. Expression of toxic genes from thermophiles poses particular difficulties due to high GC content, mRNA secondary structures, rare codon usage and impairing the host's coding plasmid replication.TaqII belongs to a family of bifunctional enzymes, which are a fusion of the restriction endonuclease (REase) and methyltransferase (MTase) activities in a single polypeptide. The family contains thermostable REases with distinct specificities: TspGWI, TaqII, Tth111II/TthHB27I, TspDTI and TsoI and a few enzymes found in mesophiles. While not being isoschizomers, the enzymes exhibit amino acid (aa) sequence homologies, having molecular sizes of ~120 kDa share common modular architecture, resemble Type-I enzymes, cleave DNA 11/9 nt from the recognition sites, their activity is affected by S-adenosylmethionine (SAM). RESULTS We describe the taqIIRM gene design, cloning and expression of the prototype TaqII. The enzyme amount in natural hosts is extremely low. To improve expression of the taqIIRM gene in Escherichia coli (E. coli), we designed and cloned a fully synthetic, low GC content, low mRNA secondary structure taqIIRM, codon-optimized gene under a bacteriophage lambda (λ) PR promoter. Codon usage based on a modified 'one amino acid-one codon' strategy, weighted towards low GC content codons, resulted in approximately 10-fold higher expression of the synthetic gene. 718 codons of total 1105 were changed, comprising 65% of the taqIIRM gene. The reason for we choose a less effective strategy rather than a resulting in high expression yields 'codon randomization' strategy, was intentional, sub-optimal TaqII in vivo production, in order to decrease the high 'toxicity' of the REase-MTase protein. CONCLUSIONS Recombinant wt and synthetic taqIIRM gene were cloned and expressed in E. coli. The modified 'one amino acid-one codon' method tuned for thermophile-coded genes was applied to obtain overexpression of the 'toxic' taqIIRM gene. The method appears suited for industrial production of thermostable 'toxic' enzymes in E. coli. This novel variant of the method biased toward increasing a gene's AT content may provide economic benefits for industrial applications.
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Affiliation(s)
| | | | | | | | - Piotr M Skowron
- Department of Molecular Biotechnology, Faculty of Chemistry, University of Gdansk, Wita Stwosza 63, 80-308 Gdansk, Poland.
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Jensen M, Roberts L, Johnson A, Fukushima M, Davis R. Next generation 1536-well oligonucleotide synthesizer with on-the-fly dispense. J Biotechnol 2013; 171:76-81. [PMID: 24355807 DOI: 10.1016/j.jbiotec.2013.11.027] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2013] [Revised: 11/21/2013] [Accepted: 11/25/2013] [Indexed: 11/16/2022]
Abstract
Here we report the development of our Next Generation Automated Multiplexed Oligonucleotide Synthesizer (NG-1536-AMOS), capable of producing 1536 samples in a single run using a multi-well filtered titer plate. With the potential to synthesize up to 3456 samples per plate, we converted the BioRAPTR Flying Reagent Dispenser into an open-well system where spent reagents are drained to waste under vacuum. During synthesis, reagents are delivered on-the-fly to each micro-titer well at volumes ≤5 μl with plate speeds up to 150 mm/s. Using gas-phase cleavage and deprotection, a full plate of 1536 60 mers may be processed with same-day turnaround with an average yield per well at 3.5 nmol. Final product at only $0.00277/base is eluted into a low-volume collection plate for immediate use in downstream application (e.g. Biomek FX for versatile sample handling). Also, crude oligonucleotide quality is comparable to that of commercial synthesis instrumentation, with an error rate on the NG-1536-AMOS platform of 1.53/717 bases. Furthermore, mass spectral analysis on strands synthesized up to 80 bases showed high purity with an average coupling efficiency of 99.5%.
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Affiliation(s)
- Michael Jensen
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA 94304, USA.
| | - Lester Roberts
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA 94304, USA
| | | | - Marilyn Fukushima
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA 94304, USA
| | - Ronald Davis
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA 94304, USA
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33
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Jeong J, Cho N, Jung D, Bang D. Genome-scale genetic engineering in Escherichia coli. Biotechnol Adv 2013; 31:804-10. [PMID: 23624241 DOI: 10.1016/j.biotechadv.2013.04.003] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2012] [Revised: 04/13/2013] [Accepted: 04/15/2013] [Indexed: 12/23/2022]
Abstract
Genome engineering has been developed to create useful strains for biological studies and industrial uses. However, a continuous challenge remained in the field: technical limitations in high-throughput screening and precise manipulation of strains. Today, technical improvements have made genome engineering more rapid and efficient. This review introduces recent advances in genome engineering technologies applied to Escherichia coli as well as multiplex automated genome engineering (MAGE), a recent technique proposed as a powerful toolkit due to its straightforward process, rapid experimental procedures, and highly efficient properties.
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Affiliation(s)
- Jaehwan Jeong
- Department of Chemistry, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul 120-749, Republic of Korea
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34
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Schwartz JJ, Lee C, Shendure J. Accurate gene synthesis with tag-directed retrieval of sequence-verified DNA molecules. Nat Methods 2012; 9:913-5. [PMID: 22886093 PMCID: PMC3433648 DOI: 10.1038/nmeth.2137] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2012] [Accepted: 07/02/2012] [Indexed: 11/09/2022]
Abstract
We present dial-out PCR, a highly parallel method for retrieving accurate DNA molecules for gene synthesis. A complex library of DNA molecules is modified with unique flanking tags before massively parallel sequencing. Tag-directed primers then enable the retrieval of molecules with desired sequences by PCR. Dial-out PCR enables multiplex in vitro clone screening and is a compelling alternative to in vivo cloning and Sanger sequencing for accurate gene synthesis.
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Affiliation(s)
- Jerrod J Schwartz
- Department of Genome Sciences, University of Washington, Seattle, Washington, USA
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