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Kim D, Noh MH, Park M, Kim I, Ahn H, Ye DY, Jung GY, Kim S. Enzyme activity engineering based on sequence co-evolution analysis. Metab Eng 2022; 74:49-60. [PMID: 36113751 DOI: 10.1016/j.ymben.2022.09.001] [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: 05/17/2022] [Revised: 08/31/2022] [Accepted: 09/05/2022] [Indexed: 11/17/2022]
Abstract
The utility of engineering enzyme activity is expanding with the development of biotechnology. Conventional methods have limited applicability as they require high-throughput screening or three-dimensional structures to direct target residues of activity control. An alternative method uses sequence evolution of natural selection. A repertoire of mutations was selected for fine-tuning enzyme activities to adapt to varying environments during the evolution. Here, we devised a strategy called sequence co-evolutionary analysis to control the efficiency of enzyme reactions (SCANEER), which scans the evolution of protein sequences and direct mutation strategy to improve enzyme activity. We hypothesized that amino acid pairs for various enzyme activity were encoded in the evolutionary history of protein sequences, whereas loss-of-function mutations were avoided since those are depleted during the evolution. SCANEER successfully predicted the enzyme activities of beta-lactamase and aminoglycoside 3'-phosphotransferase. SCANEER was further experimentally validated to control the activities of three different enzymes of great interest in chemical production: cis-aconitate decarboxylase, α-ketoglutaric semialdehyde dehydrogenase, and inositol oxygenase. Activity-enhancing mutations that improve substrate-binding affinity or turnover rate were found at sites distal from known active sites or ligand-binding pockets. We provide SCANEER to control desired enzyme activity through a user-friendly webserver.
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Affiliation(s)
- Donghyo Kim
- Department of Life Sciences, Pohang University of Science and Technology, Pohang, South Korea
| | - Myung Hyun Noh
- Department of Chemical Engineering, Pohang University of Science and Technology, Pohang, South Korea
| | - Minhyuk Park
- Department of Life Sciences, Pohang University of Science and Technology, Pohang, South Korea
| | - Inhae Kim
- ImmunoBiome Inc., Pohang, South Korea
| | - Hyunsoo Ahn
- Graduate School of Artificial Intelligence, Pohang University of Science and Technology, Pohang, South Korea
| | - Dae-Yeol Ye
- Department of Chemical Engineering, Pohang University of Science and Technology, Pohang, South Korea
| | - Gyoo Yeol Jung
- Department of Chemical Engineering, Pohang University of Science and Technology, Pohang, South Korea; Institute of Convergence Research and Education in Advanced Technology, Yonsei University, Seoul, South Korea; School of Interdisciplinary Bioscience and Bioengineering, Pohang University of Science and Technology, Pohang, South Korea.
| | - Sanguk Kim
- Department of Life Sciences, Pohang University of Science and Technology, Pohang, South Korea; Graduate School of Artificial Intelligence, Pohang University of Science and Technology, Pohang, South Korea; Institute of Convergence Research and Education in Advanced Technology, Yonsei University, Seoul, South Korea; School of Interdisciplinary Bioscience and Bioengineering, Pohang University of Science and Technology, Pohang, South Korea.
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2
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Detection of pathogenic microorganisms from bloodstream infection specimens using TaqMan array card technology. Sci Rep 2018; 8:12828. [PMID: 30150783 PMCID: PMC6110752 DOI: 10.1038/s41598-018-31200-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Accepted: 08/14/2018] [Indexed: 12/28/2022] Open
Abstract
Bloodstream infections (BSIs) are often life-threatening, and rapid identification is critical. Here, we developed a TaqMan array card (TAC) assay to detect pathogens in BSI specimens. The TAC included 30 primer/probe pairs targeting 27 species and 3 controls. Reverse transcription and 0.1% blue dextran 2000 increased the TAC assay efficiency. The primer/probe pairs had a limit of detection of 100–102 CFU/mL and a specificity of 100%. For whole blood specimens, the TAC assay showed a sensitivity and specificity of 79.4% and 99.69%, respectively. For blood culture samples, the TAC assay showed a sensitivity and specificity of 100% and 99.67%, respectively. The TAC assay could be a promising method for early detection of bloodstream infection.
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3
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Li X, Zhang D, Zhang H, Guan Z, Song Y, Liu R, Zhu Z, Yang C. Microwell Array Method for Rapid Generation of Uniform Agarose Droplets and Beads for Single Molecule Analysis. Anal Chem 2018; 90:2570-2577. [PMID: 29350029 DOI: 10.1021/acs.analchem.7b04040] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Compartmentalization of aqueous samples in uniform emulsion droplets has proven to be a useful tool for many chemical, biological, and biomedical applications. Herein, we introduce an array-based emulsification method for rapid and easy generation of monodisperse agarose-in-oil droplets in a PDMS microwell array. The microwells are filled with agarose solution, and subsequent addition of hot oil results in immediate formation of agarose droplets due to the surface-tension of the liquid solution. Because droplet size is determined solely by the array unit dimensions, uniform droplets with preselectable diameters ranging from 20 to 100 μm can be produced with relative standard deviations less than 3.5%. The array-based droplet generation method was used to perform digital PCR for absolute DNA quantitation. The array-based droplet isolation and sol-gel switching property of agarose enable formation of stable beads by chilling the droplet array at -20 °C, thus, maintaining the monoclonality of each droplet and facilitating the selective retrieval of desired droplets. The monoclonality of droplets was demonstrated by DNA sequencing and FACS analysis, suggesting the robustness and flexibility of the approach for single molecule amplification and analysis. We believe our approach will lead to new possibilities for a great variety of applications, such as single-cell gene expression studies, aptamer selection, and oligonucleotide analysis.
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Affiliation(s)
- Xingrui Li
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, the Key Laboratory of Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Xiamen University , Xiamen 361005, People's Republic of China
| | - Dongfeng Zhang
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, the Key Laboratory of Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Xiamen University , Xiamen 361005, People's Republic of China
| | - Huimin Zhang
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, the Key Laboratory of Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Xiamen University , Xiamen 361005, People's Republic of China
| | - Zhichao Guan
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, the Key Laboratory of Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Xiamen University , Xiamen 361005, People's Republic of China
| | - Yanling Song
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, the Key Laboratory of Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Xiamen University , Xiamen 361005, People's Republic of China.,The MOE Key Laboratory of Analysis and Detection Technology for Food Safety, State Key Laboratory of Photocatalysis on Energy and Environment, College of Biological Science and Engineering, Fuzhou University , Fuzhou 350116, People's Republic of China
| | - Ruochen Liu
- Department of Chemistry and Chemical Biology, Rutgers University , Piscataway, New Jersey United States
| | - Zhi Zhu
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, the Key Laboratory of Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Xiamen University , Xiamen 361005, People's Republic of China
| | - Chaoyong Yang
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, the Key Laboratory of Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Pen-Tung Sah Institute of Micro-Nano Science and Technology, Xiamen University , Xiamen 361005, People's Republic of China
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Schinn SM, Broadbent A, Bradley WT, Bundy BC. Protein synthesis directly from PCR: progress and applications of cell-free protein synthesis with linear DNA. N Biotechnol 2016; 33:480-7. [PMID: 27085957 DOI: 10.1016/j.nbt.2016.04.002] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Revised: 03/30/2016] [Accepted: 04/07/2016] [Indexed: 11/18/2022]
Abstract
A rapid, versatile method of protein expression and screening can greatly facilitate the future development of therapeutic biologics, proteomic drug targets and biocatalysts. An attractive candidate is cell-free protein synthesis (CFPS), a cell-lysate-based in vitro expression system, which can utilize linear DNA as expression templates, bypassing time-consuming cloning steps of plasmid-based methods. Traditionally, such linear DNA expression templates (LET) have been vulnerable to degradation by nucleases present in the cell lysate, leading to lower yields. This challenge has been significantly addressed in the recent past, propelling LET-based CFPS as a useful tool for studying, screening and engineering proteins in a high-throughput manner. Currently, LET-based CFPS has promise in fields such as functional proteomics, protein microarrays, and the optimization of complex biological systems.
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Affiliation(s)
- Song-Min Schinn
- Department of Chemical Engineering, Brigham Young University, Provo, UT, USA
| | - Andrew Broadbent
- Department of Chemical Engineering, Brigham Young University, Provo, UT, USA
| | - William T Bradley
- Department of Chemical Engineering, Brigham Young University, Provo, UT, USA
| | - Bradley C Bundy
- Department of Chemical Engineering, Brigham Young University, Provo, UT, USA.
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5
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Haplotype-Phased Synthetic Long Reads from Short-Read Sequencing. PLoS One 2016; 11:e0147229. [PMID: 26789840 PMCID: PMC4720449 DOI: 10.1371/journal.pone.0147229] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2015] [Accepted: 12/30/2015] [Indexed: 12/26/2022] Open
Abstract
Next-generation DNA sequencing has revolutionized the study of biology. However, the short read lengths of the dominant instruments complicate assembly of complex genomes and haplotype phasing of mixtures of similar sequences. Here we demonstrate a method to reconstruct the sequences of individual nucleic acid molecules up to 11.6 kilobases in length from short (150-bp) reads. We show that our method can construct 99.97%-accurate synthetic reads from bacterial, plant, and animal genomic samples, full-length mRNA sequences from human cancer cell lines, and individual HIV env gene variants from a mixture. The preparation of multiple samples can be multiplexed into a single tube, further reducing effort and cost relative to competing approaches. Our approach generates sequencing libraries in three days from less than one microgram of DNA in a single-tube format without custom equipment or specialized expertise.
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Catherine C, Lee SW, Ju JW, Kim HC, Shin HI, Kim YJ, Kim DM. Cell-Free Expression and In Situ Immobilization of Parasite Proteins from Clonorchis sinensis for Rapid Identification of Antigenic Candidates. PLoS One 2015; 10:e0143597. [PMID: 26599101 PMCID: PMC4657965 DOI: 10.1371/journal.pone.0143597] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2015] [Accepted: 11/06/2015] [Indexed: 01/05/2023] Open
Abstract
Progress towards genetic sequencing of human parasites has provided the groundwork for a post-genomic approach to develop novel antigens for the diagnosis and treatment of parasite infections. To fully utilize the genomic data, however, high-throughput methodologies are required for functional analysis of the proteins encoded in the genomic sequences. In this study, we investigated cell-free expression and in situ immobilization of parasite proteins as a novel platform for the discovery of antigenic proteins. PCR-amplified parasite DNA was immobilized on microbeads that were also functionalized to capture synthesized proteins. When the microbeads were incubated in a reaction mixture for cell-free synthesis, proteins expressed from the microbead-immobilized DNA were instantly immobilized on the same microbeads, providing a physical linkage between the genetic information and encoded proteins. This approach of in situ expression and isolation enables streamlined recovery and analysis of cell-free synthesized proteins and also allows facile identification of the genes coding antigenic proteins through direct PCR of the microbead-bound DNA.
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Affiliation(s)
- Christy Catherine
- Department of Fine Chemical Engineering and Applied Chemistry, Chungnam National University, Daejeon 305–764, Korea
| | - Seung-Won Lee
- Department of Fine Chemical Engineering and Applied Chemistry, Chungnam National University, Daejeon 305–764, Korea
| | - Jung Won Ju
- Division of Malaria and Parasitic Diseases, National Institute of Health, Osong 361–951, Korea
| | - Ho-Cheol Kim
- Department of Fine Chemical Engineering and Applied Chemistry, Chungnam National University, Daejeon 305–764, Korea
| | - Hyun-Il Shin
- Division of Malaria and Parasitic Diseases, National Institute of Health, Osong 361–951, Korea
| | - Yu Jung Kim
- Division of Malaria and Parasitic Diseases, National Institute of Health, Osong 361–951, Korea
| | - Dong-Myung Kim
- Department of Fine Chemical Engineering and Applied Chemistry, Chungnam National University, Daejeon 305–764, Korea
- * E-mail:
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7
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Enhancement of Thermal Stabilization of Formaldehyde Dehydrogenase fromPseudomonas putidaby Directed Evolution. Biosci Biotechnol Biochem 2014; 74:1462-5. [DOI: 10.1271/bbb.100026] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Stapleton JA, Swartz JR. Development of an in vitro compartmentalization screen for high-throughput directed evolution of [FeFe] hydrogenases. PLoS One 2010; 5:e15275. [PMID: 21151915 PMCID: PMC2997796 DOI: 10.1371/journal.pone.0015275] [Citation(s) in RCA: 71] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2010] [Accepted: 11/03/2010] [Indexed: 01/10/2023] Open
Abstract
Background [FeFe] hydrogenase enzymes catalyze the formation and dissociation of molecular hydrogen with the help of a complex prosthetic group composed of common elements. The development of energy conversion technologies based on these renewable catalysts has been hindered by their extreme oxygen sensitivity. Attempts to improve the enzymes by directed evolution have failed for want of a screening platform capable of throughputs high enough to adequately sample heavily mutated DNA libraries. In vitro compartmentalization (IVC) is a powerful method capable of screening for multiple-turnover enzymatic activity at very high throughputs. Recent advances have allowed [FeFe] hydrogenases to be expressed and activated in the cell-free protein synthesis reactions on which IVC is based; however, IVC is a demanding technique with which many enzymes have proven incompatible. Methodology/Principal Findings Here we describe an extremely high-throughput IVC screen for oxygen-tolerant [FeFe] hydrogenases. We demonstrate that the [FeFe] hydrogenase CpI can be expressed and activated within emulsion droplets, and identify a fluorogenic substrate that links activity after oxygen exposure to the generation of a fluorescent signal. We present a screening protocol in which attachment of mutant genes and the proteins they encode to the surfaces of microbeads is followed by three separate emulsion steps for amplification, expression, and evaluation of hydrogenase mutants. We show that beads displaying active hydrogenase can be isolated by fluorescence-activated cell-sorting, and we use the method to enrich such beads from a mock library. Conclusions/Significance [FeFe] hydrogenases are the most complex enzymes to be produced by cell-free protein synthesis, and the most challenging targets to which IVC has yet been applied. The technique described here is an enabling step towards the development of biocatalysts for a biological hydrogen economy.
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Affiliation(s)
- James A. Stapleton
- Department of Chemical Engineering, Stanford University, Stanford, California, United States of America
| | - James R. Swartz
- Department of Chemical Engineering, Stanford University, Stanford, California, United States of America
- Department of Bioengineering, Stanford University, Stanford, California, United States of America
- * E-mail:
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Stapleton JA, Swartz JR. A cell-free microtiter plate screen for improved [FeFe] hydrogenases. PLoS One 2010; 5:e10554. [PMID: 20479937 PMCID: PMC2866662 DOI: 10.1371/journal.pone.0010554] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2010] [Accepted: 04/09/2010] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND [FeFe] hydrogenase enzymes catalyze the production and dissociation of H(2), a potential renewable fuel. Attempts to exploit these catalysts in engineered systems have been hindered by the biotechnologically inconvenient properties of the natural enzymes, including their extreme oxygen sensitivity. Directed evolution has been used to improve the characteristics of a range of natural catalysts, but has been largely unsuccessful for [FeFe] hydrogenases because of a lack of convenient screening platforms. METHODOLOGY/PRINCIPAL FINDINGS Here we describe an in vitro screening technology for oxygen-tolerant and highly active [FeFe] hydrogenases. Despite the complexity of the protocol, we demonstrate a level of reproducibility that allows moderately improved mutants to be isolated. We have used the platform to identify a mutant of the Chlamydomonas reinhardtii [FeFe] hydrogenase HydA1 with a specific activity approximately 4 times that of the wild-type enzyme. CONCLUSIONS/SIGNIFICANCE Our results demonstrate the feasibility of using the screen presented here for large-scale efforts to identify improved biocatalysts for energy applications. The system is based on our ability to activate these complex enzymes in E. coli cell extracts, which allows unhindered access to the protein maturation and assay environment.
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Affiliation(s)
- James A. Stapleton
- Department of Chemical Engineering, Stanford University, Stanford, California, United States of America
| | - James R. Swartz
- Department of Chemical Engineering, Stanford University, Stanford, California, United States of America
- Department of Bioengineering, Stanford University, Stanford, California, United States of America
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Single cell analytics: an overview. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2010; 124:99-122. [PMID: 21072695 DOI: 10.1007/10_2010_96] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The research field of single cell analysis is rapidly expanding, driven by developments in flow cytometry, microscopy, lab-on-a-chip devices, and many other fields. The promises of these developments include deciphering cellular mechanisms and the quantification of cell-to-cell differences, ideally with spatio-temporal resolution. However, these promises are challenging as the analytical techniques have to cope with minute analyte amounts and concentrations. We formulate first these challenges and then present state-of-the-art analytical techniques available to investigate the different cellular hierarchies--from the genome to the phenome, i.e., the sum of all phenotypes.
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11
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Higuchi T, Suga H. Programmed Synthesis of Natural Product-like Non-standard Peptides Using the Translation System and Its Application. J SYN ORG CHEM JPN 2010. [DOI: 10.5059/yukigoseikyokaishi.68.217] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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12
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Qi Y, Wu C, Zhang S, Wang Z, Huang S, Dai L, Wang S, Xia L, Wen K, Cao X, Wu Y, Shen J. Selection of anti-sulfadimidine specific ScFvs from a hybridoma cell by eukaryotic ribosome display. PLoS One 2009; 4:e6427. [PMID: 19641611 PMCID: PMC2712767 DOI: 10.1371/journal.pone.0006427] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2009] [Accepted: 06/19/2009] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Ribosome display technology has provided an alternative platform technology for the development of novel low-cost antibody based on evaluating antibiotics derived residues in food matrixes. METHODOLOGY/PRINCIPAL FINDINGS In our current studies, the single chain variable fragments (scFvs) were selected from hybridoma cell lines against sulfadimidine (SM(2)) by using a ribosome library technology. A DNA library of scFv antibody fragments was constructed for ribosome display, and then mRNA-ribosome-antibody (MRA) complexes were produced by a rabbit reticulocyte lysate system. The synthetic sulfadimidine-ovalbumin (SM(2)-OVA) was used as an antigen to pan MRA complexes and putative scFv-encoding genes were recovered by RT-PCR in situ following each panning. After four rounds of ribosome display, the expression vector pCANTAB5E containing the selected specific scFv DNA was constructed and transformed into Escherichia coli HB2151. Three positive clones (SAS14, SAS68 and SAS71) were screened from 100 clones and had higher antibody activity and specificity to SM(2) by indirect ELISA. The three specific soluble scFvs were identified to be the same molecular weight (approximately 30 kDa) by Western-blotting analysis using anti-E tag antibodies, but they had different amino acids sequence by sequence analysis. CONCLUSIONS/SIGNIFICANCE The selection of anti-SM(2) specific scFv by in vitro ribosome display technology will have an important significance for the development of novel immunodetection strategies for residual veterinary drugs.
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Affiliation(s)
- Yonghua Qi
- National Center for Veterinary Drug Safety Evaluation, College of Veterinary Medicine, China Agricultural University, Beijing, China
- College of Animal Science, Henan Institute of Science and Technology, Xixiang, China
| | - Congming Wu
- National Center for Veterinary Drug Safety Evaluation, College of Veterinary Medicine, China Agricultural University, Beijing, China
| | - Suxia Zhang
- National Center for Veterinary Drug Safety Evaluation, College of Veterinary Medicine, China Agricultural University, Beijing, China
| | - Zhanhui Wang
- National Center for Veterinary Drug Safety Evaluation, College of Veterinary Medicine, China Agricultural University, Beijing, China
| | - Siyang Huang
- National Center for Veterinary Drug Safety Evaluation, College of Veterinary Medicine, China Agricultural University, Beijing, China
| | - Lei Dai
- National Center for Veterinary Drug Safety Evaluation, College of Veterinary Medicine, China Agricultural University, Beijing, China
| | - Shaochen Wang
- National Center for Veterinary Drug Safety Evaluation, College of Veterinary Medicine, China Agricultural University, Beijing, China
| | - Lining Xia
- National Center for Veterinary Drug Safety Evaluation, College of Veterinary Medicine, China Agricultural University, Beijing, China
- College of Veterinary Medicine, Xinjiang Agricultural University, Urmuqi, China
| | - Kai Wen
- National Center for Veterinary Drug Safety Evaluation, College of Veterinary Medicine, China Agricultural University, Beijing, China
| | - Xingyuan Cao
- National Center for Veterinary Drug Safety Evaluation, College of Veterinary Medicine, China Agricultural University, Beijing, China
| | - Yongning Wu
- Institute for Nutrition and Food Safety, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Jianzhong Shen
- National Center for Veterinary Drug Safety Evaluation, College of Veterinary Medicine, China Agricultural University, Beijing, China
- * E-mail:
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13
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In vitro generation of anti-hepatitis B monoclonal antibodies from a single plasma cell using single-cell RT-PCR and cell-free protein synthesis. J Biosci Bioeng 2009; 109:75-82. [PMID: 20129087 DOI: 10.1016/j.jbiosc.2009.07.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2009] [Revised: 07/07/2009] [Accepted: 07/07/2009] [Indexed: 11/23/2022]
Abstract
Monoclonal antibodies (mAbs) are an effective tool in therapeutics and diagnostics. A novel approach called the single-cell RT-PCR-linked in vitro expression system (SICREX) enables the high-throughput generation and screening of mAbs from single B cells. In this paper, instead of using B cells, cDNAs were synthesized from single plasma cells of an immunized mouse spleen. The light chain (Lc) and the Fd portion of the heavy chain (Hc) genes of each cell were amplified separately and followed by overlapping PCR to add a T7 promoter, a ribosome-binding site, and a T7 terminator. The paired Lc and Hc genes were simultaneously expressed by an Escherichia coli in vitro transcription and translation system followed by ELISA to measure their affinity for the antigen. A Fab fragment with affinity against the antigen was obtained from plasma cells of an immunized mouse with hepatitis B surface antigen (HBsAg).
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Shibui T, Kobayashi T, Kanatani K. A completely in vitro system for obtaining scFv using mRNA display, PCR, direct sequencing, and wheat embryo cell-free translation. Biotechnol Lett 2009; 31:1103-10. [PMID: 19308326 DOI: 10.1007/s10529-009-9972-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2009] [Revised: 03/05/2009] [Accepted: 03/10/2009] [Indexed: 11/30/2022]
Abstract
Using mRNA display followed by in vitro sequencing and translation, a complete in vitro system for obtaining scFv has been developed. An mRNA display library for synthetic scFv was panned against human TNF receptor (TNFR). The nucleotide portion of the enriched molecules was subjected to limiting dilution, and PCR-amplified. Three of the proteins encoded by the amplified fragments were synthesized in a wheat embryo (WE) cell-free system using a batch method. They were shown to bind TNFR by ELISA. One of their sequences was identified in vitro. The identified clone was further synthesized at approx. 0.5 mg/ml reaction mixture in a WE system with dialysis as a totally soluble protein.
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Affiliation(s)
- Tatsuro Shibui
- Molecuence Corp., Mitsubishi Chemical Group Yokohama Research Center, 1000 Kamoshida-cho, Aoba-ku, Yokohama, Kanagawa, 227-8502, Japan.
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Yamane T, Ikeda Y, Nagasaka T, Nakano H. Enhanced Cell-Free Protein Synthesis Using a S30 Extract from Escherichia coli Grown Rapidly at 42 °C in an Amino Acid Enriched Medium. Biotechnol Prog 2008; 21:608-13. [PMID: 15801806 DOI: 10.1021/bp0400238] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Growths of Escherichia coli strain A19 were investigated in a 5-L fermentor at 37 and 42 degrees C either in Pratt's medium (a standard medium for cell-free protein synthesis using its S30 extract) or in a casamino acids supplemented Pratt's medium (aa-enriched medium). Specific growth rates in Pratt's medium at 37 and 42 degrees C were 0.77 and 0.46 h(-1), respectively, whereas those in the aa-enriched medium at 37 and 42 degrees C were 0.87 and 1.49 h(-1), respectively. The extent of cell-free chloramphenicol acetyltransferase (CAT) synthesis was compared at 37 degrees C incubation (from a plasmid pK7-CAT) for S30 extracts prepared from the cells cultured in the aa-enriched medium at 37 or 42 degrees C. A 40% increase in CAT synthesis occurred when the 42 degrees C/S30 extract was used as compared with 37 degrees C/S30 extract. CAT and both the light and heavy chains (Lc and Hc) of the Fab fragment of an antibody 6D9 were synthesized at 37 degrees C in the cell-free synthesis in the presence of [(14)C]Leu. Their reaction mixtures were subjected to SDS-PAGE autoradiographic analysis. It was found that most of the synthesized proteins were in the soluble fraction when 42 degrees C/S30 extract was used, suggesting that the 42 degrees C/S30 extract contained greater amounts of various protein folding factors. A dialysis membrane minibioreactor with a reaction volume ca. 0.5 mL was handmade by the authors. The advantages of the minibioreactor are a simple configuration, a low manufacturing cost, and the capability of the dialysis membrane replacement. Increased CAT synthesis was also observed for continuous exchange cell-free (CECF) protein synthesis at 37 degrees C when the 42 degrees C/S30 extract was used in the minibioreactor. Some plausible reasons to give higher protein synthesis activity of the 42 degrees C/S30 extract are discussed.
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Affiliation(s)
- Tsuneo Yamane
- Laboratory of Molecular Biotechnology, Graduate School of Bio- and Agro-Sciences, Nagoya University, Chikusa-ku, Nagoya 464-8601, Japan.
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Sathuluri RR, Yamamura S, Tamiya E. Microsystems technology and biosensing. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2008; 109:285-350. [PMID: 17999038 DOI: 10.1007/10_2007_078] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
This review addresses the recent developments in miniaturized microsystems or lab-on-a-chip devices for biosensing of different biomolecules: DNA, proteins, small molecules, and cells, especially at the single-molecule and single-cell level. In order to sense these biomolecules with sensitivity we have fabricated chip devices with respect to the biomolecule to be analyzed. The details of the fabrication are also dealt with in this review. We mainly developed microarray and microfluidic chip devices for DNA, protein, and cell analyses. In addition, we have introduced the porous anodic alumina layer chip with nanometer scale and gold nanoparticles for label-free sensing of DNA and protein interactions. We also describe the use of microarray and microfluidic chip devices for cell-based assays and single-cell analysis in drug discovery research.
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Affiliation(s)
- Ramachandra Rao Sathuluri
- School of Materials Science, Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi City, Ishikawa, 923-1292, Japan
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17
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Grage K, Rehm BHA. In Vivo Production of scFv-Displaying Biopolymer Beads Using a Self-Assembly-Promoting Fusion Partner. Bioconjug Chem 2007; 19:254-62. [DOI: 10.1021/bc7003473] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Katrin Grage
- Institute of Molecular Biosciences, Massey University, Private Bag 11222, Palmerston North 4442, New Zealand
| | - Bernd H. A. Rehm
- Institute of Molecular Biosciences, Massey University, Private Bag 11222, Palmerston North 4442, New Zealand
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18
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Koga Y, Yamane T, Nakano H. Creation of novel enantioselective lipases by SIMPLEX. METHODS IN MOLECULAR BIOLOGY (CLIFTON, N.J.) 2007; 375:165-81. [PMID: 17634602 DOI: 10.1007/978-1-59745-388-2_9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
The single-molecule PCR-linked in vitro expression (SIMPLEX) technology, which can directly link a single molecule of a gene to its encoding protein, has been used to engineer enantioselectivity of lipase from Burkhorderia cepacia KWI-56. A combinatorial mutation has been introduced only to four residues in the hydrophobic substrate-binding pocket of the enzyme based on a structural model of the substrate-enzyme complex. Such focused mutation library constructed by the SIMPLEX technology has been screened for an enantiomeric substrate. Some combinations of substitutions in the four positions of the lipase have been found as effective for changing the enantio-preference from the (S)-form of p-nitrophenyl-3-phenylbutyrate to the (R)-form. Here, we describe the detail procedure to construct such an exclusively in vitro protein library and a practical screening method based on enzymatic activity.
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Affiliation(s)
- Yuichi Koga
- Department of Material and Life Science, Graduate School of Engineering, Osaka University, Osaka, Japan
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19
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Kanter G, Yang J, Voloshin A, Levy S, Swartz JR, Levy R. Cell-free production of scFv fusion proteins: an efficient approach for personalized lymphoma vaccines. Blood 2007; 109:3393-9. [PMID: 17164345 PMCID: PMC1852255 DOI: 10.1182/blood-2006-07-030593] [Citation(s) in RCA: 93] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2006] [Accepted: 11/30/2006] [Indexed: 11/20/2022] Open
Abstract
The unique immunoglobulin (Ig) idiotype on the surface of each B-cell lymphoma represents an ideal tumor-specific antigen for use as a therapeutic vaccine. We have used an Escherichia coli-based, cell-free protein-expression system to produce a vaccine within hours of cloning the Ig genes from a B-cell tumor. We demonstrated that a fusion protein consisting of an idiotypic single chain Fv antibody fragment (scFv) linked to a cytokine (GM-CSF) or to an immunostimulatory peptide was an effective lymphoma vaccine. These vaccines elicited humoral immune responses against the native Ig protein displayed on the surface of a tumor and protected mice against tumor challenge with efficacy equal to that of the conventional Ig produced in a mammalian cell and chemically coupled to keyhole limpet hemocyanin. The cell-free E coli system offers a platform for rapidly generating individualized vaccines, thereby allowing much more efficient application in the clinic.
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MESH Headings
- Animals
- Antibodies, Monoclonal/biosynthesis
- Antibodies, Monoclonal/genetics
- Antibodies, Monoclonal/immunology
- Antibodies, Monoclonal/therapeutic use
- Antigens, Neoplasm/biosynthesis
- Antigens, Neoplasm/genetics
- Antigens, Neoplasm/immunology
- Antigens, Neoplasm/radiation effects
- Cancer Vaccines/biosynthesis
- Cancer Vaccines/genetics
- Cancer Vaccines/immunology
- Cancer Vaccines/therapeutic use
- Granulocyte-Macrophage Colony-Stimulating Factor/biosynthesis
- Granulocyte-Macrophage Colony-Stimulating Factor/genetics
- Granulocyte-Macrophage Colony-Stimulating Factor/immunology
- Humans
- Immunoglobulin Idiotypes/biosynthesis
- Immunoglobulin Idiotypes/genetics
- Immunoglobulin Idiotypes/immunology
- Immunoglobulin Idiotypes/therapeutic use
- Immunoglobulin Variable Region/biosynthesis
- Immunoglobulin Variable Region/genetics
- Immunoglobulin Variable Region/immunology
- Immunoglobulin Variable Region/therapeutic use
- Lymphoma, B-Cell/genetics
- Lymphoma, B-Cell/immunology
- Lymphoma, B-Cell/therapy
- Mice
- Neoplasms, Experimental/genetics
- Neoplasms, Experimental/immunology
- Neoplasms, Experimental/therapy
- Recombinant Fusion Proteins/biosynthesis
- Recombinant Fusion Proteins/genetics
- Recombinant Fusion Proteins/immunology
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Affiliation(s)
- Gregory Kanter
- Department of Medicine, Division of Oncology, Stanford University Medical Center, Stanford, CA 94305, USA
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20
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Abstract
Ribosome display is a cell-free technology for the in vitro selection and evolution of proteins encoded by DNA libraries, in which individual nascent proteins (phenotypes) are linked physically to their corresponding mRNA (genotypes) in stable protein-ribosome-mRNA (PRM) complexes. Formation of the complexes can be achieved through deletion of the stop codon of the mRNA, stalling the ribosome at the end of translation; the nascent protein is extended by a spacer such as the immunoglobulin Ckappa domain or others to allow exit through the ribosome tunnel. Through affinity for a ligand, the protein-mRNA coupling permits simultaneous isolation of a functional nascent protein and its translated mRNA; the latter is then converted into cDNA by reverse transcription and amplified for further manipulation, repeated cycles or soluble protein expression. Through the use of PCR-generated libraries, avoiding the need for cloning, ribosome display can be used to both screen very large populations and continuously search for new diversity during subsequent rounds of selection. Additionally, the use of cell-free systems allows the selection of proteins that are toxic or unstable in cells, and proteins with chemical modifications. Ribosome display systems using both prokaryotic and eukaryotic cell extracts have been developed. Examples of the application of eukaryotic systems include the selection and evolution of antibody fragments, DNA binding domains, enzymes, interacting proteins and peptides among others. Here we describe the step-by-step procedure to perform our previously described eukaryotic ribosome display method, which has the distinctive feature of an in situ reverse transcription-PCR (RT-PCR) procedure for DNA recovery from ribosome-bound mRNA. We also introduce a recent, previously unpublished improvement to the procedure in which in situ reverse transcription is combined with sensitive single-primer PCR technology.
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Affiliation(s)
- Mingyue He
- Technology Research Group, The Babraham Institute, Cambridge CB22 4AT, UK
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21
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Abstract
Genomic-scale analysis of protein function is currently limited by the ability to rapidly express the enormous diversity of protein targets in their active form. We describe a method to construct transcriptionally active expression templates (ETs) in parallel using a single PCR step wherein the overlap-extension reaction for addition of transcription regulatory elements is separated from the amplification of the full-length product by using a GC-rich single primer. Over 90% of 55 diverse genomic targets were extended with T7 regulatory elements to form ETs in high yield and purity. The unpurified ETs directed protein expression using a cell-free protein synthesis (CFPS) system supplemented with cofactors and metal ions to activate a variety of enzymes. Higher activities were obtained in the modified CFPS reactions compared to standard reaction conditions. Protein purification was avoided because the expressed enzyme activity was significantly greater than the background activity associated with the cell extract. These improvements in the parallel synthesis of linear ETs combined with enhanced in vitro enzyme activation help to make CFPS systems more attractive platforms for high-throughput evaluation of protein function.
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Affiliation(s)
- Kim A Woodrow
- Department of Chemical Engineering, Stanford University, Stanford, California 94305-5025, USA
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22
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Jun-Hong L, Hai-Kuo L, Hong-Jie A, Guo-Hua W, Ying W, Min-Qian L, Yi Z, Bin L, Jun H. Nano-manipulation of single DNA molecules based on atomic force microscopy. CONFERENCE PROCEEDINGS : ... ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL CONFERENCE 2007; 2005:7478-81. [PMID: 17282010 DOI: 10.1109/iembs.2005.1616241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Nano-manipulation of single atoms and molecules is a critical technique in nanoscience and nanotechnology. This paper will focus on the recent development of the manipulation of single DNA molecules based on atomic force microscopy (AFM) in our laboratory. Precise manipulation has been realized including varied manipulating modes such as "cutting", "pushing", "folding", "kneading", "picking up", "dipping", etc. The cutting accuracy is dominated by the size of the AFM tip, which is usually 10nm or less. Single DNA fragments can be cut and picked up and then amplified by single molecule PCR. Thus positioning isolation and sequencing can be performed.
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Affiliation(s)
- Lu Jun-Hong
- Shanghai Institute of Applied Physics, the Chinese Academy of Sciences, Shanghai 201800
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23
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Rungpragayphan S, Yamane T, Nakano H. SIMPLEX: single-molecule PCR-linked in vitro expression: a novel method for high-throughput construction and screening of protein libraries. Methods Mol Biol 2007; 375:79-94. [PMID: 17634597 DOI: 10.1007/978-1-59745-388-2_4] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
A novel strategy for construction of protein libraries called "SIMPLEX: single-molecule PCR-linked in vitro expression" is described. A pool of genes is prepared and thereafter extensively diluted to give one molecule of DNA per well. Each individual molecule is separately amplified by PCR (single-molecule PCR) yielding a one-well-one-gene PCR library. Subsequently, the PCR library is directly transformed into a protein library by means of in vitro-coupled transcription/translation in an array format. Individual proteins in the library can be screened for target functions directly without further purification. The generated protein library is compatible with various selection methods. The strategy provides high-throughput construction and screening of protein libraries, and suits automation.
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24
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Abstract
During the past decade several display methods and other library screening techniques have been developed for isolating monoclonal antibodies (mAbs) from large collections of recombinant antibody fragments. These technologies are now widely exploited to build human antibodies with high affinity and specificity. Clever antibody library designs and selection concepts are now able to identify mAb leads with virtually any specificity. Innovative strategies enable directed evolution of binding sites with ultra-high affinity, high stability and increased potency, sometimes to a level that cannot be achieved by immunization. Automation of the technology is making it possible to identify hundreds of different antibody leads to a single therapeutic target. With the first antibody of this new generation, adalimumab (Humira, a human IgG1 specific for human tumor necrosis factor (TNF)), already approved for therapy and with many more in clinical trials, these recombinant antibody technologies will provide a solid basis for the discovery of antibody-based biopharmaceuticals, diagnostics and research reagents for decades to come.
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25
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Kojima T, Takei Y, Ohtsuka M, Kawarasaki Y, Yamane T, Nakano H. PCR amplification from single DNA molecules on magnetic beads in emulsion: application for high-throughput screening of transcription factor targets. Nucleic Acids Res 2005; 33:e150. [PMID: 16214800 PMCID: PMC1251669 DOI: 10.1093/nar/gni143] [Citation(s) in RCA: 104] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2005] [Revised: 09/13/2005] [Accepted: 09/13/2005] [Indexed: 11/29/2022] Open
Abstract
We have developed a novel method of genetic library construction on magnetic microbeads based on solid-phase single-molecule PCR in a fine and robust water-phase compartment formed in water-in-oil (w/o) emulsions. In this method, critically diluted DNA fragments were distributed over the emulsion as templates, where beads crosslinked with multiple primers and other PCR components were encapsulated to form multiple reaction compartments. The delivered DNA was then amplified and covalently immobilized on the beads in parallel, within individual compartments, to construct a genetic library on beads (GLOBE), which was readily applicable to a genomewide global scanning of genetic elements recognized by a defined DNA-binding protein. We constructed a GLOBE of Paracoccus denitrificans and selected gene beads that were bound to the His-tagged transcription factor PhaR by flow cytometry. As a result of flow cytometry screening with an anti-His fluorescent antibody, the PhaR target fragments were enriched 1200-fold from this library with this system. Therefore, this system is a powerful tool for analyzing the transcription network on a genomewide scale.
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Affiliation(s)
- Takaaki Kojima
- Laboratory of Molecular Biotechnology, Graduate School of Bioagricultural Sciences, Nagoya UniversityFuro-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Yoshiaki Takei
- Laboratory of Molecular Biotechnology, Graduate School of Bioagricultural Sciences, Nagoya UniversityFuro-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Miharu Ohtsuka
- Laboratory of Molecular Biotechnology, Graduate School of Bioagricultural Sciences, Nagoya UniversityFuro-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Yasuaki Kawarasaki
- Laboratory of Molecular Biotechnology, Graduate School of Bioagricultural Sciences, Nagoya UniversityFuro-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Tsuneo Yamane
- Laboratory of Molecular Biotechnology, Graduate School of Bioagricultural Sciences, Nagoya UniversityFuro-cho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Hideo Nakano
- Laboratory of Molecular Biotechnology, Graduate School of Bioagricultural Sciences, Nagoya UniversityFuro-cho, Chikusa-ku, Nagoya 464-8601, Japan
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26
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Kato R, Nakano H, Konishi H, Kato K, Koga Y, Yamane T, Kobayashi T, Honda H. Novel Strategy for Protein Exploration: High-throughput Screening Assisted with Fuzzy Neural Network. J Mol Biol 2005; 351:683-92. [PMID: 16019025 DOI: 10.1016/j.jmb.2005.05.026] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2005] [Revised: 04/29/2005] [Accepted: 05/12/2005] [Indexed: 11/27/2022]
Abstract
To engineer proteins with desirable characteristics from a naturally occurring protein, high-throughput screening (HTS) combined with directed evolutional approach is the essential technology. However, most HTS techniques are simple positive screenings. The information obtained from the positive candidates is used only as results but rarely as clues for understanding the structural rules, which may explain the protein activity. In here, we have attempted to establish a novel strategy for exploring functional proteins associated with computational analysis. As a model case, we explored lipases with inverted enantioselectivity for a substrate p-nitrophenyl 3-phenylbutyrate from the wild-type lipase of Burkhorderia cepacia KWI-56, which is originally selective for (S)-configuration of the substrate. Data from our previous work on (R)-enantioselective lipase screening were applied to fuzzy neural network (FNN), bioinformatic algorithm, to extract guidelines for screening and engineering processes to be followed. FNN has an advantageous feature of extracting hidden rules that lie between sequences of variants and their enzyme activity to gain high prediction accuracy. Without any prior knowledge, FNN predicted a rule indicating that "size at position L167," among four positions (L17, F119, L167, and L266) in the substrate binding core region, is the most influential factor for obtaining lipase with inverted (R)-enantioselectivity. Based on the guidelines obtained, newly engineered novel variants, which were not found in the actual screening, were experimentally proven to gain high (R)-enantioselectivity by engineering the size at position L167. We also designed and assayed two novel variants, namely FIGV (L17F, F119I, L167G, and L266V) and FFGI (L17F, L167G, and L266I), which were compatible with the guideline obtained from FNN analysis, and confirmed that these designed lipases could acquire high inverted enantioselectivity. The results have shown that with the aid of bioinformatic analysis, high-throughput screening can expand its potential for exploring vast combinatorial sequence spaces of proteins.
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Affiliation(s)
- Ryuji Kato
- School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
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27
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Nakano M, Nakai N, Kurita H, Komatsu J, Takashima K, Katsura S, Mizuno A. Single-molecule reverse transcription polymerase chain reaction using water-in-oil emulsion. J Biosci Bioeng 2005; 99:293-5. [PMID: 16233792 DOI: 10.1263/jbb.99.293] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2004] [Accepted: 12/02/2004] [Indexed: 11/17/2022]
Abstract
A new method based on a combination of reverse transcription polymerase chain reaction (RT-PCR) and a water-in-oil (W/O) emulsion was developed. Reverse transcription and initial thermal cycles were carried out in droplets of the W/O emulsion. Then, the droplets were united, followed by remaining secondary PCR cycles. This two-step method succeeded in detecting a single RNA molecule.
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Affiliation(s)
- Michihiko Nakano
- Department of Ecological Engineering, Toyohashi University of Technology, 1-1 Hibarigaoka, Tempaku-cho, Toyohashi, Aichi 441-8580, Japan
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28
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Abstract
Continuous cell-free translation systems with perpetual supply of consumable substrates and removal of reaction products made the process of in vitro synthesis of individual proteins sustainable and productive. Improvements of cell-free reaction mixtures, including new ways for efficient energy generation, had an additional impact on progress in cell-free protein synthesis technology. The requirement for gene-product identification in genomic studies, the development of high-throughput structural proteomics, the need for protein engineering without cell constraints (including the use of unnatural amino acids), and the need to produce cytotoxic, poorly expressed and unstable proteins have caused increased interest in cell-free protein synthesis technologies for molecular biologists, biotechnologists and pharmacologists.
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Affiliation(s)
- Alexander S Spirin
- Institute of Protein Research, Russian Academy of Sciences, 142290 Pushchino, Moscow Region, Russia.
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29
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Ali M, Suzuki H, Fukuba T, Jiang X, Nakano H, Yamane T. Improvements in the cell-free production of functional antibodies using cell extract from protease-deficient Escherichia coli mutant. J Biosci Bioeng 2005; 99:181-6. [PMID: 16233776 DOI: 10.1263/jbb.99.181] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2004] [Accepted: 11/22/2004] [Indexed: 11/17/2022]
Abstract
Expression of a functional antibody fragment (Fab) using an Escherichia coli cell-free expression system has been reported previously [Jiang et al., FEBS Lett., 514, 290-294 (2002)]. The low yield of the synthesized antibody, however, limits the usefulness of the cell-free expression system, partly due to the degradation of product by endogenous proteases from the E. coli extract. To determine which proteases are responsible for the degradation, we compared the expression of a 6D9 Fab fragment under conditions whereby several protease inhibitors were added into the cell-free system. The addition of serine protease inhibitor increased the amount of the Fab fragment, indicating that serine proteases caused the antibody degradation. Therefore, several serine protease-deficient mutants of E. coli BW25113 were constructed by targeted homologous recombination. The use of extract from a double protease-deficient mutant (DeltadegP-ompT) significantly increased the amount and antigen-binding activities of an anti-HSA scFv and a 6D9 Fab fragment. These results suggest that the DegP- and OmpT-deleted mutant is a useful source of S30 extract for the production or screening of antibodies using the cell-free expression system.
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Affiliation(s)
- Muhamad Ali
- Laboratory of Molecular Biotechnology, Graduate School of Biological and Agricultural Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
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30
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Yang J, Kanter G, Voloshin A, Michel-Reydellet N, Velkeen H, Levy R, Swartz JR. Rapid expression of vaccine proteins for B-cell lymphoma in a cell-free system. Biotechnol Bioeng 2005; 89:503-11. [PMID: 15669088 DOI: 10.1002/bit.20283] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The idiotype (Id)-granulocyte-macrophage colony-stimulating factor (GM-CSF) fusion proteins are potential vaccines for immunotherapy of B-cell lymphoma. In this study, four vaccine candidates were constructed by fusing murine GM-CSF to the amino- or carboxy-terminus of the 38C13 murine B-lymphocyte Id scFv with two different arrangements of the variable regions of the heavy chain and light chain (VL-VH and VH-VL). scFv (VH-VL) and GM-CSF/scFv fusion proteins were expressed in an Escherichia coli cell-free protein synthesis system. In order to promote disulfide bond formation during cell-free expression, cell extract was pretreated with iodoacetamide (IAM), and a sulfhydryl redox buffer composed of oxidized and reduced glutathione was added. The E. coli periplasmic disulfide isomerase, DsbC, was also added to rearrange incorrectly formed disulfide linkages. The 38C13 B-lymphocyte Id scFv was expressed with 30% of its soluble yield in active form (43 microg/ml) when tested with an anti-idiotypic mAb, S1C5, as the capture antibody in radioimmunoassay. It was found that the amino-terminal GM-CSF fusion proteins, GM-VL-VH and GM-VH-VL, showed much higher activity than the carboxy-terminal GM-CSF fusion proteins, VL-VH-GM and VH-VL-GM, in stimulating the cell proliferation of a GM-CSF-dependent cell line, NFS-60. Between the two amino-terminal GM-CSF fusion proteins, GM-VL-VH showed a higher total and soluble yield than GM-VH-VL.
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Affiliation(s)
- Junhao Yang
- Department of Chemical Engineering, Stanford University, Stanford, California 94305, USA
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31
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Lü JH, Li HK, An HJ, Wang GH, Wang Y, Li MQ, Zhang Y, Hu J. Positioning Isolation and Biochemical Analysis of Single DNA Molecules Based on Nanomanipulation and Single-Molecule PCR. J Am Chem Soc 2004; 126:11136-7. [PMID: 15355079 DOI: 10.1021/ja047124m] [Citation(s) in RCA: 76] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Recently, the isolation and biochemical analysis of DNA at the single-molecule level has been recognized as very important for genetic research and clinical analysis. A unique technique for the positioning, dissection, and isolation of single DNA molecules using atomic force microscopy (AFM) has been demonstrated. Full-length genome DNA molecules were first deposited and stretched by a modified "molecular combing" technique onto a 3-aminopropyl triethoxysilane-coated mica substrate. A single DNA fragment was dissected from one of those genome DNA strands with the AFM tip at the desired position, and then isolated (or picked up) after a special operation called "kneading". All the operations including imaging, dissection, and isolation could be carried out with one tip. The isolated DNA fragment on the AFM tip could be successfully amplified by single-molecule PCR.
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Affiliation(s)
- Jun-Hong Lü
- Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai 201800, China, and Bio-X Life Science Research Center, Shanghai JiaoTong University, Shanghai 200030, China
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32
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Rapid screening for affinity-improved scFvs by means of single-molecule-PCR-linked in vitro expression. ACTA ACUST UNITED AC 2004. [DOI: 10.1016/j.molcatb.2004.01.019] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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33
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Koga Y, Kato K, Nakano H, Yamane T. Inverting enantioselectivity of Burkholderia cepacia KWI-56 lipase by combinatorial mutation and high-throughput screening using single-molecule PCR and in vitro expression. J Mol Biol 2003; 331:585-92. [PMID: 12899830 DOI: 10.1016/s0022-2836(03)00782-4] [Citation(s) in RCA: 88] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
The enantioselectivity of lipase from Burkhorderia cepacia KWI-56 has been inverted using a novel in vitro technique for construction and screening of a protein library by single-molecule DNA amplification by PCR followed by in vitro coupled transcription/translation system termed single-molecule-PCR-linked in vitro expression (SIMPLEX). Four amino acid residues (L17, F119, L167, and L266) in the hydrophobic substrate-binding pocket of the lipase were selected for mutation based on a structural model of a substrate-enzyme complex, and a combinatorial mutation library was constructed by SIMPLEX and screened for (R) and (S)-configurations of p-nitrophenyl 3-phenylbutyrate. Some combinations of amino acid substitutions in the four positions of the lipase were found as effective for changing the enantiopreference from the (S)-form substrate to the (R)-form. Two variants were expressed in the original host cells and purified to homogeneity, showing completely reversed enantioselectivity for the (R)-form of ethyl 3-phenylbutyrate (selectivity factor E(R)=38 or 33), whereas the wild-type lipase was (S)-selective (selectivity factor E(S)=33). Thus the semi-rational and semi-random combinatorial design of a mutant library followed by a high-throughput screening based on their enzymatic activity should be a powerful tool to engineer the enantioselectivity of enzymes.
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Affiliation(s)
- Yuichi Koga
- New Energy and Industrial Technology Development Organization, Sunshine 60 Bldg, 3-1-1 Higashi Ikebukuro, Toshima-ku, Tokyo 170-6028, Japan
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34
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Rungpragayphan S, Nakano H, Yamane T. PCR-linked in vitro expression: a novel system for high-throughput construction and screening of protein libraries. FEBS Lett 2003; 540:147-50. [PMID: 12681498 DOI: 10.1016/s0014-5793(03)00251-5] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
A novel entirely in vitro strategy for generation and screening of a combinatorial protein library in an array format has been developed and is experimentally demonstrated. The strategy exploits virtues of PCR and in vitro coupled transcription/translation. Our new approach provides high-throughput construction and screening of the in vitro protein library, and compatibility with various selection methods.
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Affiliation(s)
- Suang Rungpragayphan
- Laboratory of Molecular Biotechnology, Graduate School of Biological and Agricultural Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
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35
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Busso D, Kim R, Kim SH. Expression of soluble recombinant proteins in a cell-free system using a 96-well format. JOURNAL OF BIOCHEMICAL AND BIOPHYSICAL METHODS 2003; 55:233-40. [PMID: 12706907 DOI: 10.1016/s0165-022x(03)00049-6] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
For structural and functional genomics programs, new high-throughput methods to obtain well-expressing and highly soluble proteins are essential. Here, we describe a rapid procedure to express recombinant proteins in an Escherichia coli cell-free system using a 96-well format. The identification of soluble proteins is performed by the Dot Blot procedure using an anti-His tag antibody. The applications and the automation of this method are described.
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Affiliation(s)
- Didier Busso
- Department of Chemistry, University of California, Berkeley, 314 Calvin Lab MS5230, CA 94720-5230, USA.
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36
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Abstract
Recombinant baculoviruses have established themselves as a favoured technology for the high-level expression of recombinant proteins. The construction of recombinant viruses, however, is a time consuming step that restricts consideration of the technology for high throughput developments. Here we use a targeted gene knockout technology to inactivate an essential viral gene that lies adjacent to the locus used for recombination. Viral DNA prepared from the knockout fails to initiate an infection unless rescued by recombination with a baculovirus transfer vector. Modified viral DNA allows 100% recombinant virus formation, obviates the need for further virus purification and offers an efficient means of mass parallel recombinant formation.
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Affiliation(s)
- Yuguang Zhao
- Animal and Microbial Sciences, University of Reading, Whiteknights, Reading RG6 6AJ, UK
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37
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Stabilization of affinity-tagged recombinant protein during/after its production in a cell-free system using wheat-germ extract. J Biosci Bioeng 2003. [DOI: 10.1016/s1389-1723(03)80019-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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38
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Nakano H, Okumura R, Goto C, Yamane T. In vitro combinatorial mutagenesis of the 65th and 222nd positions of the green fluorescent protein ofAequarea victoria. BIOTECHNOL BIOPROC E 2002. [DOI: 10.1007/bf02932841] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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39
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Koga Y, Kobayashi K, Yang J, Nakano H, Yamane T. In vitro construction and screening of a Burkholderia cepacia lipase library using single-molecule PCR and cell-free protein synthesis. J Biosci Bioeng 2002. [DOI: 10.1016/s1389-1723(02)80122-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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