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Li X, Kulakova L, Jones K, Toth EA, Mitchell MK, Mendez Q, Weiner MP, Fuerst TR. Site-directed neutralizing antibodies targeting structural sites on SARS-CoV-2 spike protein. N Biotechnol 2024; 80:27-36. [PMID: 38128698 PMCID: PMC10954356 DOI: 10.1016/j.nbt.2023.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 10/20/2023] [Accepted: 12/17/2023] [Indexed: 12/23/2023]
Abstract
'Epivolve' (epitope evolution) is an innovative paratope-evolving technology using a haptenated peptide or protein immunogen as a means of directing the in vivo immune response to specifically targeted sites at a one amino acid residue resolution. Guided by protein structural analysis, Epivolve technology was tested to develop site-directed neutralizing antibodies (nAbs) in a systematic fashion against the SARS-CoV-2 Receptor Binding Domain (RBD). Thirteen solvent-exposed sites covering the ACE2 receptor-binding interface were targeted. Immunogens composed of each targeted site were used to immunize rabbits in separate cohorts. In vivo site-directed immune responses against all 13 targets were demonstrated by B cell secreted IgG and recombinant IgG testing. One site, SL13 (Y505) which mutates from tyrosine to histidine in the SARS-CoV-2 Omicron variant, was chosen as a proof-of-concept (PoC) model for further functional monoclonal antibody development. Epivolve technology demonstrated the capabilities of generating pan-variant antibodies and nAbs against the SARS-CoV-2 primary strain and the Omicron variant.
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Affiliation(s)
- Xiaofeng Li
- Abbratech Inc., 25 Business Park Drive, Suite C, Branford, CT 06405, USA.
| | - Liudmila Kulakova
- Institute for Bioscience and Biotechnology Research, University of Maryland, Rockville, MD 20850, USA
| | - Kezzia Jones
- Abbratech Inc., 25 Business Park Drive, Suite C, Branford, CT 06405, USA
| | - Eric A Toth
- Institute for Bioscience and Biotechnology Research, University of Maryland, Rockville, MD 20850, USA
| | | | - Qiana Mendez
- Abbratech Inc., 25 Business Park Drive, Suite C, Branford, CT 06405, USA
| | - Michael P Weiner
- Abbratech Inc., 25 Business Park Drive, Suite C, Branford, CT 06405, USA
| | - Thomas R Fuerst
- Institute for Bioscience and Biotechnology Research, University of Maryland, Rockville, MD 20850, USA; Department of Cell Biology and Molecular Genetics, University of Maryland, College Park, MD 20742, USA
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Ferguson MR, Delgado KN, McBride S, Orbe IC, La Vake CJ, Caimano MJ, Mendez Q, Moraes TF, Schryvers AB, Moody MA, Radolf JD, Weiner MP, Hawley KL. Use of Epivolve phage display to generate a monoclonal antibody with opsonic activity directed against a subdominant epitope on extracellular loop 4 of Treponema pallidum BamA (TP0326). Front Immunol 2023; 14:1222267. [PMID: 37675118 PMCID: PMC10478084 DOI: 10.3389/fimmu.2023.1222267] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Accepted: 07/19/2023] [Indexed: 09/08/2023] Open
Abstract
Introduction Syphilis, a sexually transmitted infection caused by the spirochete Treponema pallidum (Tp), is resurging globally. Tp's repertoire of outer membrane proteins (OMPs) includes BamA (β-barrel assembly machinery subunit A/TP0326), a bipartite protein consisting of a 16-stranded β-barrel with nine extracellular loops (ECLs) and five periplasmic POTRA (polypeptide transport-associated) domains. BamA ECL4 antisera promotes internalization of Tp by rabbit peritoneal macrophages. Methods Three overlapping BamA ECL4 peptides and a two-stage, phage display strategy, termed "Epivolve" (for epitope evolution) were employed to generate single-chain variable fragments (scFvs). Additionally, antisera generated by immunizing mice and rabbits with BamA ECL4 displayed by a Pyrococcus furiosus thioredoxin scaffold (PfTrxBamA/ECL4). MAbs and antisera reactivities were evaluated by immunoblotting and ELISA. A comparison of murine and rabbit opsonophagocytosis assays was conducted to evaluate the functional ability of the Abs (e.g., opsonization) and validate the mouse assay. Sera from Tp-infected mice (MSS) and rabbits (IRS) were evaluated for ECL4-specific Abs using PfTrxBamA/ECL4 and overlapping ECL4 peptides in immunoblotting and ELISA assays. Results Each of the five mAbs demonstrated reactivity by immunoblotting and ELISA to nanogram amounts of PfTrxBamA/ECL4. One mAb, containing a unique amino acid sequence in both the light and heavy chains, showed activity in the murine opsonophagocytosis assay. Mice and rabbits hyperimmunized with PfTrxBamA/ECL4 produced opsonic antisera that strongly recognized the ECL presented in a heterologous scaffold and overlapping ECL4 peptides, including S2. In contrast, Abs generated during Tp infection of mice and rabbits poorly recognized the peptides, indicating that S2 contains a subdominant epitope. Discussion Epivolve produced mAbs target subdominant opsonic epitopes in BamA ECL4, a top syphilis vaccine candidate. The murine opsonophagocytosis assay can serve as an alternative model to investigate the opsonic potential of vaccinogens. Detailed characterization of BamA ECL4-specific Abs provided a means to dissect Ab responses elicited by Tp infection.
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Affiliation(s)
- Mary R. Ferguson
- Department of Molecular Sciences, Abbratech, Branford, CT, United States
| | | | | | - Isabel C. Orbe
- Department of Pediatrics, UConn Health, Farmington, CT, United States
| | - Carson J. La Vake
- Department of Pediatrics, UConn Health, Farmington, CT, United States
| | - Melissa J. Caimano
- Department of Medicine, UConn Health, Farmington, CT, United States
- Department of Pediatrics, UConn Health, Farmington, CT, United States
- Department of Molecular Biology and Biophysics, UConn Health, Farmington, CT, United States
| | - Qiana Mendez
- Department of Molecular Sciences, Abbratech, Branford, CT, United States
| | - Trevor F. Moraes
- Department of Biochemistry, University of Toronto, Toronto, ON, Canada
| | - Anthony B. Schryvers
- Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, Calgary, AB, Canada
| | - M. Anthony Moody
- Duke Human Vaccine Institute, Durham, NC, United States
- Department of Pediatrics, Duke University Medical Center, Durham, NC, United States
- Department of Integrative Immunobiology, Duke University Medical Center, Durham, NC, United States
| | - Justin D. Radolf
- Department of Medicine, UConn Health, Farmington, CT, United States
- Department of Pediatrics, UConn Health, Farmington, CT, United States
- Department of Molecular Biology and Biophysics, UConn Health, Farmington, CT, United States
- Department of Immunology, UConn Health, Farmington, CT, United States
- Department of Genetics and Genome Sciences, UConn Health, Farmington, CT, United States
| | - Michael P. Weiner
- Department of Molecular Sciences, Abbratech, Branford, CT, United States
| | - Kelly L. Hawley
- Department of Medicine, UConn Health, Farmington, CT, United States
- Department of Pediatrics, UConn Health, Farmington, CT, United States
- Department of Immunology, UConn Health, Farmington, CT, United States
- Division of Infectious Diseases and Immunology, Connecticut Children’s, Hartford, CT, United States
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Ferguson MR, Mendez QM, Acca FE, Chapados CD, Driscoll HA, Jones KS, Mirando G, Weiner MP, Li X. Validation and the Determination of Antibody Bioactivity Using MILKSHAKE and Sundae Protocols. Methods Mol Biol 2023; 2702:451-465. [PMID: 37679635 PMCID: PMC10568615 DOI: 10.1007/978-1-0716-3381-6_24] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/09/2023]
Abstract
To develop reproducible results, it is critical that all reagents used in an experiment be validated in an alternative or independent method. We present two such independent methods for determining the specificity of antibodies: (1) "MILKSHAKE," which can be used to validate the liability and specificity of antibodies directed against post-translationally-modified epitopes, and (2) "Sundae," which is a more complete alanine-like scanning method that can be used to better understand the binding and bioactivity of specific residues of a protein. We apply both of these methods to the interaction between an antibody and its antigen.
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Li X, Jones KS, Acca FE, Chapados CD, Driscoll HA, Fuller EP, Mendez QM, Mirando G, Weiner MP, Ferguson MR. Epivolve: A Protocol for Site-Directed Antibodies. Methods Mol Biol 2023; 2702:587-601. [PMID: 37679640 PMCID: PMC10568616 DOI: 10.1007/978-1-0716-3381-6_29] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/09/2023]
Abstract
Researchers can often successfully generate antibodies to predicted epitopes. Especially when the epitopes are on the surface of a protein or in a hydrophilic loop. But it is difficult to direct recombinant antibodies to bind either to- or near a specific amino acid on a protein or peptide. We have developed a unique immune-targeting strategy, that we call "Epivolve," that enables us to make site-specific antibodies (Abs). Epivolve technology leverages a highly immunogenic modified amino acid that acts as a "pseudo-hapten" immuno-target and takes advantage of Ab affinity maturation technologies to make high-affinity site-specific antibodies. Epivolve functions by the evolution of an Ab paratope to either synonymous or especially non-synonymous amino acid (aa) binding. Here we describe the use of Epivolve technology in phage display and the protocols for developing site-specific antibodies.
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Affiliation(s)
| | | | | | | | | | - Emily P Fuller
- Institute for Systems Genomics, University of Connecticut, Storrs, CT, USA
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, CT, USA
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Fuller EP, O'Neill RJ, Weiner MP. Derivation of splice junction-specific antibodies using a unique hapten targeting strategy and directed evolution. N Biotechnol 2022; 71:1-10. [PMID: 35750288 DOI: 10.1016/j.nbt.2022.06.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 06/05/2022] [Accepted: 06/19/2022] [Indexed: 10/31/2022]
Abstract
Alternative splicing of RNA occurs frequently in eukaryotic cells and can result in multiple protein isoforms that are nearly identical in amino acid sequence, but have unique biological roles. Moreover, the relative abundance of these unique isoforms can be correlative with diseased states and potentially used as biomarkers or therapeutic targets. However, due to high sequence similarities among isoforms, current proteomic methods are incapable of differentiating native protein isoforms derived from most alternative splicing events. Herein, a strategy employing a nonsynonymous, non-native amino acid (nnAA) pseudo-hapten (i.e. an amino acid or amino acid derivative that is different from the native amino acid at a particular position) as a targeting epitope in splice junction-spanning peptides was successful in directed antibody derivation. After isolating nnAA-specific antibodies, directed evolution reduced the antibody's binding dependence on the nnAA pseudo-hapten and improved binding to the native splice junction epitope. The resulting antibodies demonstrated codependent binding affinity to each exon of the splice junction and thus are splice junction- and isoform-specific. Furthermore, epitope scanning demonstrated that positioning of the nnAA pseudo-hapten within a peptide antigen can be exploited to predetermine the isolated antibody's specificity at, or near, amino acid resolution. Thus, this nnAA targeting strategy has the potential to robustly derive splice junction- and site-specific antibodies that can be used in a wide variety of research endeavors to unambiguously differentiate native protein isoforms.
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Affiliation(s)
- Emily P Fuller
- Institute for Systems Genomics, University of Connecticut, Storrs, CT 06269, USA; Department of Molecular and Cell Biology, University of Connecticut, Storrs, CT 06269, USA; Abcam, 688 East Main Street, Branford, CT 06405, USA
| | - Rachel J O'Neill
- Institute for Systems Genomics, University of Connecticut, Storrs, CT 06269, USA; Department of Molecular and Cell Biology, University of Connecticut, Storrs, CT 06269, USA.
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Zhao Q, Buhr D, Gunter C, Frenette J, Ferguson M, Sanford E, Holland E, Rajagopal C, Batonick M, Kiss MM, Weiner MP. Rational library design by functional CDR resampling. N Biotechnol 2017; 45:89-97. [PMID: 29242049 DOI: 10.1016/j.nbt.2017.12.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2017] [Revised: 11/17/2017] [Accepted: 12/09/2017] [Indexed: 12/18/2022]
Abstract
Successful antibody discovery relies on diversified libraries, where two aspects are implied, namely the absolute number of unique clones and the percentage of functional clones. Instead of pursuing the absolute quantity thresholded by current display technology, we have sought to maximize the effective diversity by improving functional clone percentage. With the combined effort of bioinformatics, structural biology, molecular immunology and phage display technology, we devised a bioinformatic pipeline to construct and validate libraries via combinatorial assembly of sequences from a database of experimentally validated antibodies. Furthermore, we showed that the libraries constructed as such yielded a significantly increased success rate against different antigen types and generated over 20-fold more unique hits per targets compared with libraries based on traditional degenerate nucleotide methods. Our study indicated that predefined CDR sequences with optimized CDR-framework compatibility could be a productive direction of functional library construction for in vitro antibody development.
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Affiliation(s)
- Qi Zhao
- Abcam plc, 688 E. Main Street, Branford, CT, 06405, USA.
| | - Diane Buhr
- Abcam plc, 688 E. Main Street, Branford, CT, 06405, USA
| | | | | | - Mary Ferguson
- Abcam plc, 688 E. Main Street, Branford, CT, 06405, USA
| | - Eric Sanford
- Abcam plc, 688 E. Main Street, Branford, CT, 06405, USA
| | - Erika Holland
- Abcam plc, 688 E. Main Street, Branford, CT, 06405, USA
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Huang R, Kiss MM, Batonick M, Weiner MP, Kay BK. Generating Recombinant Antibodies to Membrane Proteins through Phage Display. Antibodies (Basel) 2016; 5:antib5020011. [PMID: 31557992 PMCID: PMC6698964 DOI: 10.3390/antib5020011] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2016] [Revised: 04/21/2016] [Accepted: 04/21/2016] [Indexed: 01/03/2023] Open
Abstract
One of the most important classes of proteins in terms of drug targets is cell surface membrane proteins, and yet it is a challenging set of proteins for generating high-quality affinity reagents. In this review, we focus on the use of phage libraries, which display antibody fragments, for generating recombinant antibodies to membrane proteins. Such affinity reagents generally have high specificity and affinity for their targets. They have been used for cell staining, for promoting protein crystallization to solve three-dimensional structures, for diagnostics, and for treating diseases as therapeutics. We cover publications on this topic from the past 10 years, with a focus on the various formats of membrane proteins for affinity selection and the diverse affinity selection strategies used. Lastly, we discuss the challenges faced in this field and provide possible directions for future efforts.
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Affiliation(s)
- Renhua Huang
- Department of Biological Sciences, University of Illinois at Chicago, Chicago, IL 60607-7060, USA.
| | - Margaret M Kiss
- AxioMx Inc., a subsidiary of Abcam Plc, Branford, CT 06405, USA.
| | - Melissa Batonick
- AxioMx Inc., a subsidiary of Abcam Plc, Branford, CT 06405, USA.
| | - Michael P Weiner
- AxioMx Inc., a subsidiary of Abcam Plc, Branford, CT 06405, USA.
| | - Brian K Kay
- Department of Biological Sciences, University of Illinois at Chicago, Chicago, IL 60607-7060, USA.
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Batonick M, Holland EG, Busygina V, Alderman D, Kay BK, Weiner MP, Kiss MM. Platform for high-throughput antibody selection using synthetically-designed antibody libraries. N Biotechnol 2015; 33:565-73. [PMID: 26607994 DOI: 10.1016/j.nbt.2015.11.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Revised: 11/04/2015] [Accepted: 11/09/2015] [Indexed: 11/30/2022]
Abstract
Synthetic humanized antibody libraries are frequently generated by random incorporation of changes at multiple positions in the antibody hypervariable regions. Although these libraries have very large theoretical diversities (>10(20)), the practical diversity that can be achieved by transformation of Escherichia coli is limited to about 10(10). To constrain the practical diversity to sequences that more closely mimic the diversity of natural human antibodies, we generated a scFv phage library using entirely pre-defined complementarity determining regions (CDR). We have used this library to select for novel antibodies against four human protein targets and demonstrate that identification of enriched sequences at each of the six CDRs in early selection rounds can be used to reconstruct a consensus antibody with selectivity for the target.
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Affiliation(s)
- Melissa Batonick
- AxioMx, Inc., 688 East Main Street, Branford, CT 06405, United States.
| | - Erika G Holland
- AxioMx, Inc., 688 East Main Street, Branford, CT 06405, United States
| | - Valeria Busygina
- AxioMx, Inc., 688 East Main Street, Branford, CT 06405, United States
| | - Dawn Alderman
- AxioMx, Inc., 688 East Main Street, Branford, CT 06405, United States
| | - Brian K Kay
- University of Illinois at Chicago, 845 West Taylor Street Chicago, IL 60607, United States
| | - Michael P Weiner
- AxioMx, Inc., 688 East Main Street, Branford, CT 06405, United States
| | - Margaret M Kiss
- AxioMx, Inc., 688 East Main Street, Branford, CT 06405, United States
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Holland EG, Acca FE, Belanger KM, Bylo ME, Kay BK, Weiner MP, Kiss MM. In vivo elimination of parental clones in general and site-directed mutagenesis. J Immunol Methods 2014; 417:67-75. [PMID: 25523926 DOI: 10.1016/j.jim.2014.12.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2014] [Revised: 12/09/2014] [Accepted: 12/10/2014] [Indexed: 11/27/2022]
Abstract
The Eco29k I restriction endonuclease is a Sac II isoschizomer that recognizes the sequence 5'-CCGCGG-3' and is encoded, along with the Eco29k I methylase, in the Escherichia coli strain 29k. We have expressed the Eco29k I restriction-methylation system (RM2) in E. coli strain TG1 to produce the strain AXE688. We have developed a directed molecular evolution (DME) mutagenesis method that uses Eco29k I to restrict incoming parental DNA in transformed cells. Using our DME method, we have demonstrated that our AXE688 strain results in mutated directed molecular evolution libraries with diversity greater than 10(7) from a single transformation and with greater than 90% recombinant clones.
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Affiliation(s)
- Erika G Holland
- AxioMx, Inc., 688 E. Main St., Branford, CT 06405, United States
| | - Felicity E Acca
- AxioMx, Inc., 688 E. Main St., Branford, CT 06405, United States
| | | | - Mary E Bylo
- AxioMx, Inc., 688 E. Main St., Branford, CT 06405, United States
| | - Brian K Kay
- University of Illinois at Chicago, 845 West Taylor Street, Chicago, IL 60607, United States
| | - Michael P Weiner
- AxioMx, Inc., 688 E. Main St., Branford, CT 06405, United States
| | - Margaret M Kiss
- AxioMx, Inc., 688 E. Main St., Branford, CT 06405, United States.
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Holland EG, Buhr DL, Acca FE, Alderman D, Bovat K, Busygina V, Kay BK, Weiner MP, Kiss MM. AXM mutagenesis: an efficient means for the production of libraries for directed evolution of proteins. J Immunol Methods 2013; 394:55-61. [PMID: 23680235 DOI: 10.1016/j.jim.2013.05.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2013] [Revised: 05/02/2013] [Accepted: 05/06/2013] [Indexed: 12/31/2022]
Abstract
Affinity maturation is an important part of the recombinant antibody development process. There are several well-established approaches for generating libraries of mutated antibody genes for affinity maturation, but these approaches are generally too laborious or expensive to allow high-throughput, parallel processing of multiple antibodies. Here, we describe a scalable approach that enables the generation of libraries with greater than 10(8) clones from a single Escherichia coli transformation. In our method, a mutated DNA fragment is produced using PCR conditions that promote nucleotide misincorporation into newly synthesized DNA. In the PCR reaction, one of the primers contains at least three phosphorothioate linkages at its 5' end, and treatment of the PCR product with a 5' to 3' exonuclease is used to preferentially remove the strand synthesized with the non-modified primer, resulting in a single-stranded DNA fragment. This fragment then serves as a megaprimer to prime DNA synthesis on a uracilated, circular, single-stranded template in a Kunkel-like mutagenesis reaction that biases nucleotide base-changes between the megaprimer and uracilated DNA sequence in favor of the in vitro synthesized megaprimer. This method eliminates the inefficient subcloning steps that are normally required for the construction of affinity maturation libraries from randomly mutagenized antibody genes.
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Kiss MM, Babineau EG, Bonatsakis M, Buhr DL, Maksymiuk GM, Wang D, Alderman D, Gelperin DM, Weiner MP. Phage ESCape: an emulsion-based approach for the selection of recombinant phage display antibodies. J Immunol Methods 2010; 367:17-26. [PMID: 20932970 DOI: 10.1016/j.jim.2010.09.034] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2010] [Revised: 09/23/2010] [Accepted: 09/23/2010] [Indexed: 11/15/2022]
Abstract
Antibody phage display technology is a well established method for selecting specific antibodies against desired targets. Although phage display is the most widely used method of generating synthetic antibodies, it is laborious to perform multiple selections with different antigens simultaneously using conventional manual methods. We have developed a novel approach to the identification and isolation of cells secreting phage encoding desirable antibodies that utilizes compartmentalization and Fluorescence Activated Cell Sorting (FACS). This method, termed Phage Emulsion, Secretion, and Capture (ESCape), allows us to individually query each phage against the antigen. Here, we demonstrate the ability of Phage ESCape to identify novel scFvs against a phosphopeptide epitope of the Her2 kinase from a phage display library containing approximately 10(8) synthetically diversified antibodies. Clones were analyzed by monoclonal phage ELISA against the Her2 phosphopeptide, and positive binders were identified as those showing a signal greater than 3-fold higher than the background signal against an irrelevant antigen. We isolated antibodies recognizing the phosphopeptide in a single round of selection by Phage ESCape, but the strength and specificity of the hits was substantially improved when the library was pre-enriched by a single round of biopanning. By minimizing the selection rounds required for phage display and using a FACS machine as a 'colony picker' equivalent, Phage ESCape has the potential to dramatically increase the throughput of in vitro screening methods.
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13
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14
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Costa GL, Weiner MP. Directional cloning of PCR products. Cold Spring Harb Protoc 2006; 2006:2006/1/pdb.prot4140. [PMID: 22485541 DOI: 10.1101/pdb.prot4140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
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15
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Costa GL, Weiner MP. Bidirectional cloning of PCR products. Cold Spring Harb Protoc 2006; 2006:2006/1/pdb.prot4139. [PMID: 22485540 DOI: 10.1101/pdb.prot4139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
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Margulies M, Egholm M, Altman WE, Attiya S, Bader JS, Bemben LA, Berka J, Braverman MS, Chen YJ, Chen Z, Dewell SB, Du L, Fierro JM, Gomes XV, Goodwin BC, He W, Helgesen S, Ho CH, Irzyk GP, Jando SC, Alenquer ML, Jarvie TP, Jirage KB, Kim JB, Knight JR, Lanza JR, Leamon JH, Lefkowitz SM, Lei M, Li J, Lohman KL, Lu H, Makhijani VB, McDade KE, McKenna MP, Myers EW, Nickerson E, Nobile JR, Plant R, Puc BP, Ronan MT, Roth GT, Sarkis GJ, Simons JF, Simpson JW, Srinivasan M, Tartaro KR, Tomasz A, Vogt KA, Volkmer GA, Wang SH, Wang Y, Weiner MP, Yu P, Begley RF, Rothberg JM. Genome sequencing in microfabricated high-density picolitre reactors. Nature 2005; 437:376-80. [PMID: 16056220 PMCID: PMC1464427 DOI: 10.1038/nature03959] [Citation(s) in RCA: 4963] [Impact Index Per Article: 261.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2005] [Accepted: 06/10/2005] [Indexed: 02/06/2023]
Abstract
The proliferation of large-scale DNA-sequencing projects in recent years has driven a search for alternative methods to reduce time and cost. Here we describe a scalable, highly parallel sequencing system with raw throughput significantly greater than that of state-of-the-art capillary electrophoresis instruments. The apparatus uses a novel fibre-optic slide of individual wells and is able to sequence 25 million bases, at 99% or better accuracy, in one four-hour run. To achieve an approximately 100-fold increase in throughput over current Sanger sequencing technology, we have developed an emulsion method for DNA amplification and an instrument for sequencing by synthesis using a pyrosequencing protocol optimized for solid support and picolitre-scale volumes. Here we show the utility, throughput, accuracy and robustness of this system by shotgun sequencing and de novo assembly of the Mycoplasma genitalium genome with 96% coverage at 99.96% accuracy in one run of the machine.
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Affiliation(s)
- Marcel Margulies
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Michael Egholm
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | | | - Said Attiya
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Joel S. Bader
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Lisa A. Bemben
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Jan Berka
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | | | - Yi-Ju Chen
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Zhoutao Chen
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Scott B. Dewell
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Lei Du
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Joseph M. Fierro
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Xavier V. Gomes
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Brian C. Goodwin
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Wen He
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Scott Helgesen
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Chun He Ho
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Gerard P. Irzyk
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | | | | | - Thomas P. Jarvie
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Kshama B. Jirage
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Jong-Bum Kim
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - James R. Knight
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Janna R. Lanza
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - John H. Leamon
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | | | - Ming Lei
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Jing Li
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Kenton L. Lohman
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Hong Lu
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | | | - Keith E. McDade
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | | | | | | | - John R. Nobile
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Ramona Plant
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Bernard P. Puc
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Michael T. Ronan
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - George T. Roth
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Gary J. Sarkis
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | | | - John W. Simpson
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | | | | | - Alexander Tomasz
- Laboratory of Microbiology, The Rockefeller University, New York, NY 10021, USA
| | - Kari A. Vogt
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Greg A. Volkmer
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Shally H. Wang
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Yong Wang
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | - Michael P. Weiner
- The Rothberg Institute For Childhood Diseases, 530 Whitfield St., Guilford, CT 06437, USA
| | - Pengguang Yu
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
| | | | - Jonathan M. Rothberg
- 454 Life Sciences Corp., 20 Commercial St., Branford, CT 06405, USA
- Correspondence and requests for materials should be addressed to J. M. Rothberg (). Sequences for M. genitalium and S. pneumoniae were deposited at DDBJ/EMBL/GenBank under accession numbers AAGX01000000 and AAGY01000000 respectively
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17
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Abstract
Arguably, the most immediately promising reverberation of the genomics era has been the application of biomarkers to drug development. The promise of applying biomarkers to early drug development is that they might aid in preclinical and early clinical decisions such as dose ranging, definition of treatment regimen, or even a preview of efficacy. Later in the clinic, biomarkers could be used to facilitate patient stratification, selection and the description of surrogate endpoints. Information derived from biomarkers should result in a better understanding of preclinical and clinical data, which ultimately benefits patients and drug developers. If the promise of biomarkers is realized, they will become a routine component of drug development and companions to newly discovered therapies.
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Affiliation(s)
- David A Lewin
- CuraGen Corporation, Pharmacogenomics Services & Biomarkers, 555 Long Wharf Drive, New Haven, CT 065011, USA.
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18
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Affiliation(s)
- Marie A Iannone
- Department of Gene Expression and Protein Biochemistry, GlaxoSmithKline, Research Triangle Park, NC, USA
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19
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Weiner MP, Hudson TJ. Introduction to SNPs: discovery of markers for disease. Biotechniques 2002; Suppl:4-7, 10, 12-3. [PMID: 12083396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2023] Open
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20
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Ye F, Li MS, Taylor JD, Nguyen Q, Colton HM, Casey WM, Wagner M, Weiner MP, Chen J. Fluorescent microsphere-based readout technology for multiplexed human single nucleotide polymorphism analysis and bacterial identification. Hum Mutat 2001; 17:305-16. [PMID: 11295829 DOI: 10.1002/humu.28] [Citation(s) in RCA: 112] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Large-scale human genotyping requires technologies with a minimal number of steps, high accuracy, and the ability to automate at a reasonable cost. In this regard, we have developed a rapid, cost-effective readout method for single nucleotide polymorphism (SNP) genotyping that combines an easily automatable single-tube allele-specific primer extension (ASPE) with an efficient high throughput flow cytometric analysis performed on a Luminex 100 flow cytometer. This robust technique employs an ASPE reaction using PCR-derived target DNA containing the SNP and a pair of synthetic complementary capture probes that differ at their 3' end-nucleotide defining the alleles. Each capture probe has been synthesized to contain a unique 25-nucleotide identifying sequence (ZipCode) at its 5' end. An array of fluorescent microspheres, covalently coupled with complementary ZipCode sequences (cZipCodes), was hybridized to biotin-labeled ASPE reaction products, sequestering them for flow cytometric analysis. ASPE offers both an advantage of streamlining the SNP analysis protocol and an ability to perform multiplex SNP analysis on any mixture of allelic variants. All steps of the assay are simple additions of the solutions, incubations, and washes. This technique was used to assay 15 multiplexed SNPs on human chromosome 12 from 96 patients. Comparison of the microsphere-based ASPE assay results to gel-based oligonucleotide ligation assay (OLA) results showed 99.2% agreement in genotype assignments. In addition, the microsphere-based multiplex SNPs assay system was adapted for the identification of bacterial samples by both ASPE and single base chain extension (SBCE) assays. A series of probes designed for different variable sites of bacterial 16S rDNA permitted multiplex analysis and generated species- or genus-specific patterns. Seventeen bacterial species representing a broad range of gram-negative and gram-positive bacteria were analyzed within 16 variable sites of 16S rDNA sequence. The results were consistent with the published sequences and confirmed by direct DNA sequencing.
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Affiliation(s)
- F Ye
- Department of Genomic Sciences, Glaxo Wellcome Research and Development, Research Triangle Park, North Carolina 27709-3398, USA
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21
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Taylor JD, Briley D, Nguyen Q, Long K, Iannone MA, Li MS, Ye F, Afshari A, Lai E, Wagner M, Chen J, Weiner MP. Flow cytometric platform for high-throughput single nucleotide polymorphism analysis. Biotechniques 2001; 30:661-6, 668-9. [PMID: 11252801 DOI: 10.2144/01303dd04] [Citation(s) in RCA: 144] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
We have developed a rapid, cost-effective, high-throughput readout for single nucleotide polymorphism (SNP) genotyping using flow cytometric analysis performed on a Luminex 100 flow cytometer. This robust technique employs a PCR-derived target DNA containing the SNP, a synthetic SNP-complementary ZipCode-bearing capture probe, a fluorescent reporter molecule, and a thermophilic DNA polymerase. An array of fluorescent microspheres, covalently coupled with complementary ZipCode sequences (cZipCodes), was hybridized to the reaction products and sequestered them for flow cytometric analysis. The single base chain extension (SBCE) reaction was used to assay 20 multiplexed SNPs for 633 patients in 96-well format. Comparison of the microsphere-based SBCE assay results to gel-based oligonucleotide ligation assay (OLA) results showed 99.3% agreement in genotype assignments. Substitution of direct-labeled R6G dideoxynucleotide with indirect-labeled phycoerythrin dideoxynucleotide enhanced signal five- to tenfold while maintaining low noise levels. A new assay based on allele-specific primer extension (ASPE) was validated on a set of 15 multiplexed SNPs for 96 patients. ASPE offers both the advantage of streamlining the SNP analysis protocol and the ability to perform multiplex SNP analysis on any mixture of allelic variants.
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Affiliation(s)
- J D Taylor
- Glaxo Wellcome Research and Development, Research Triangle Park, NC, USA.
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22
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Deng SJ, Bickett DM, Mitchell JL, Lambert MH, Blackburn RK, Carter HL, Neugebauer J, Pahel G, Weiner MP, Moss ML. Substrate specificity of human collagenase 3 assessed using a phage-displayed peptide library. J Biol Chem 2000; 275:31422-7. [PMID: 10906330 DOI: 10.1074/jbc.m004538200] [Citation(s) in RCA: 105] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
The substrate specificity of human collagenase 3 (MMP-13), a member of the matrix metalloproteinase family, is investigated using a phage-displayed random hexapeptide library containing 2 x 10(8) independent recombinants. A total of 35 phage clones that express a peptide sequence that can be hydrolyzed by the recombinant catalytic domain of human collagenase 3 are identified. The translated DNA sequence of these clones reveals highly conserved putative P1, P2, P3 and P1', P2', and P3' subsites of the peptide substrates. Kinetic analysis of synthetic peptide substrates made from human collagenase 3 selected phage clones reveals that some of the substrates are highly active and selective. The most active substrate, 2, 4-dinitrophenyl-GPLGMRGL-NH(2) (CP), has a k(cat)/K(m) value of 4.22 x 10(6) m(-)(1) s(-)(1) for hydrolysis by collagenase 3. CP was synthesized as a consensus sequence deduced from the preferred subsites of the aligned 35 phage clones. Peptide substrate CP is 1300-, 11-, and 820-fold selective for human collagenase 3 over the MMPs stromelysin-1, gelatinase B, and collagenase 1, respectively. In addition, cleavage of CP is 37-fold faster than peptide NF derived from the major MMP-processing site in aggrecan. Phage display screening also selected five substrate sequences that share sequence homology with a major MMP cleavage sequence in aggrecan and seven substrate sequences that share sequence homology with the primary collagenase cleavage site of human type II collagen. In addition, putative cleavage sites similar to the consensus sequence are found in human type IV collagen. These findings support previous observations that human collagenase 3 can degrade aggrecan, type II and type IV collagens.
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Affiliation(s)
- S J Deng
- Departments of Molecular Sciences, Molecular Biochemistry, Structural Chemistry, and Genomic Sciences, Glaxo Wellcome Research and Development, Research Triangle Park, North Carolina 27709, USA.
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23
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Slentz-Kesler K, Moore JT, Lombard M, Zhang J, Hollingsworth R, Weiner MP. Identification of the human Mnk2 gene (MKNK2) through protein interaction with estrogen receptor beta. Genomics 2000; 69:63-71. [PMID: 11013076 DOI: 10.1006/geno.2000.6299] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
We have identified and characterized the human Mnk2 gene (HGMW-approved gene symbol MKNK2) through a yeast two-hybrid screen in which the Mnk2 protein interacted with the ligand-binding domain of estrogen receptor beta (ERbeta). Human Mnk2 is homologous to murine Mnk2 ( approximately 94% identical) and human Mnk1 (71% identical), both of which encode MAP kinase interacting kinases that are phosphorylated and activated by ERK1 and 2. This report presents a thorough genomic sequence analysis revealing that the human Mnk2 gene has two C-terminal splice variants, designated here as Mnk2a and Mnk2b. These two isoforms are identical over the first 385 amino acids of the coding sequence and differ only in the final exon which encodes an additional 80 residues for Mnk2a and 29 residues for Mnk2b. A more detailed biological analysis in yeast showed that the Mnk2 interaction was selective for ERbeta as opposed to ERalpha and that the interaction was specific to Mnk2b as opposed to Mnk2a or Mnk1. This pattern was reproduced in a mammalian two-hybrid system using a completely different set of fusion partners; and in both yeast and mammalian systems, the addition of estradiol decreased the interaction. While it remains unknown whether ERbeta is a substrate of Mnk2, the interaction of these two proteins is reminiscent of ERalpha and ribosomal S6 kinase (p90-RSK), another MAP kinase-regulated kinase homologous to Mnk2 that is known to phosphorylate ERalpha.
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Affiliation(s)
- K Slentz-Kesler
- Department of Genomic Sciences, Glaxo Wellcome, Inc., 5 Moore Drive, Research Triangle Park, North Carolina, 27709, USA.
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24
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Richards CA, Brown CE, Cogswell JP, Weiner MP. The admid system: generation of recombinant adenoviruses by Tn7-mediated transposition in E. coli. Biotechniques 2000; 29:146-54. [PMID: 10907089 DOI: 10.2144/00291rr01] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
A new system has been developed for generating recombinant adenoviruses by Tn7-mediated transposition in E. coli. Low copy number E. coli plasmids containing a full-length adenoviral genome with lacZattTn7 replacing E1 have been constructed. The adenovirus plasmid or admid, as well as high copy number progenitors, were stably maintained in E. coli strain DH10B. Several transfer vectors containing a mammalian expression cassette flanked by Tn7R and Tn7L were used as donors to transpose the mini-Tn7 into the E1 region of the adenoviral genome. Transposed recombinant admids are readily identified by their beta-galactosidase phenotype. Transfection of admid DNA into producer cells resulted in the efficient production of infectious adenovirus. This easy-to-use, efficient system generates pure, clonal stocks of recombinant adenovirus without successive rounds of plaque purification.
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Affiliation(s)
- C A Richards
- Glaxo Wellcome, Research Triangle Park, NC, USA.
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25
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Chen J, Iannone MA, Li MS, Taylor JD, Rivers P, Nelsen AJ, Slentz-Kesler KA, Roses A, Weiner MP. A microsphere-based assay for multiplexed single nucleotide polymorphism analysis using single base chain extension. Genome Res 2000; 10:549-57. [PMID: 10779497 PMCID: PMC310857 DOI: 10.1101/gr.10.4.549] [Citation(s) in RCA: 176] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/1999] [Accepted: 02/10/2000] [Indexed: 01/08/2023]
Abstract
A rapid, high throughput readout for single-nucleotide polymorphism (SNP) analysis was developed employing single base chain extension and cytometric analysis of an array of fluorescent microspheres. An array of fluorescent microspheres was coupled with uniquely identifying sequences, termed complementary ZipCodes (cZipCodes), which allowed for multiplexing possibilities. For a given assay, querying a polymorphic base involved extending an oligonucleotide containing both a ZipCode and a SNP-specific sequence with a DNA polymerase and a pair of fluoresceinated dideoxynucleotides. To capture the reaction products for analysis, the ZipCode portion of the oligonucleotide was hybridized with its cZipCodes on the microsphere. Flow cytometry was used for microsphere decoding and SNP typing by detecting the fluorescein label captured on the microspheres. In addition to multiplexing capability, the ZipCode system allows multiple sets of SNPs to be analyzed by a limited set of cZipCode-attached microspheres. A standard set of non-cross reactive ZipCodes was established experimentally and the accuracy of the system was validated by comparison with genotypes determined by other technologies. From a total of 58 SNPs, 55 SNPs were successfully analyzed in the first pass using this assay format and all 181 genotypes across the 55 SNPs were correct. These data demonstrate that the microsphere-based single base chain extension (SBCE) method is a sensitive and reliable assay. It can be readily adapted to an automated, high-throughput genotyping system. [Primer sequences used in this study are available as online supplementary materials at www.genome.org.]
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Affiliation(s)
- J Chen
- Department of Genomic Sciences, Glaxo Wellcome Research and Development, Research Triangle Park, North Carolina 27709-3398, USA.
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26
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Iannone MA, Taylor JD, Chen J, Li MS, Rivers P, Slentz-Kesler KA, Weiner MP. Multiplexed single nucleotide polymorphism genotyping by oligonucleotide ligation and flow cytometry. Cytometry 2000. [PMID: 10679731 DOI: 10.1002/(sici)1097-0320(20000201)39:2<131::aid-cyto6>3.0.co;2-u] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
BACKGROUND We have developed a rapid, high throughput method for single nucleotide polymorphism (SNP) genotyping that employs an oligonucleotide ligation assay (OLA) and flow cytometric analysis of fluorescent microspheres. METHODS A fluoresceinated oligonucleotide reporter sequence is added to a "capture" probe by OLA. Capture probes are designed to hybridize both to genomic "targets" amplified by polymerase chain reaction and to a separate complementary DNA sequence that has been coupled to a microsphere. These sequences on the capture probes are called "ZipCodes". The OLA-modified capture probes are hybridized to ZipCode complement-coupled microspheres. The use of microspheres with different ratios of red and orange fluorescence makes a multiplexed format possible where many SNPs may be analyzed in a single tube. Flow cytometric analysis of the microspheres simultaneously identifies both the microsphere type and the fluorescent green signal associated with the SNP genotype. RESULTS Application of this methodology is demonstrated by the multiplexed genotyping of seven CEPH DNA samples for nine SNP markers located near the ApoE locus on chromosome 19. The microsphere-based SNP analysis agreed with genotyping by sequencing in all cases. CONCLUSIONS Multiplexed SNP genotyping by OLA with flow cytometric analysis of fluorescent microspheres is an accurate and rapid method for the analysis of SNPs.
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Affiliation(s)
- M A Iannone
- Department of Molecular Sciences, Glaxo Wellcome Research Laboratories, Research Triangle Park, NC 27709-3398, USA.
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27
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Iannone MA, Taylor JD, Chen J, Li MS, Rivers P, Slentz-Kesler KA, Weiner MP. Multiplexed single nucleotide polymorphism genotyping by oligonucleotide ligation and flow cytometry. ACTA ACUST UNITED AC 2000. [DOI: 10.1002/(sici)1097-0320(20000201)39:2<131::aid-cyto6>3.0.co;2-u] [Citation(s) in RCA: 151] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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28
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Buckholz RG, Simmons CA, Stuart JM, Weiner MP. Automation of yeast two-hybrid screening. J Mol Microbiol Biotechnol 1999; 1:135-40. [PMID: 10941795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2023] Open
Abstract
We have developed an automated format for screening yeast two-hybrid libraries for protein-protein interactions. The format consists of a liquid array in which pooled library subsets of yeast, expressing up to 1000 different cDNAs, are mated to a yeast strain of the opposite mating type, expressing a protein of interest. Interactors are detected by a liquid assay for beta-galacsidase following prototrophic selection. The method is demonstrated by the detection of interactions between two encoded yeast RNA polymerase subunits in simulated libraries of varied complexity. To demonstrate its utility for large scale screening of complex cDNA libraries, two nuclear receptor ligand-binding domains were screened through two cDNA libraries arrayed in pooled subsets. Screening these libraries yielded clones which had previously been identified in traditional yeast two hybrid screens, as well as several new putative interacting proteins. The formatting of the cDNA library into pooled subsets lends itself to functional subtraction of the promiscuous positive class of interactor from the library. Also, the liquid arrayed format enables electronic handling of the data derived from interaction screening, which, together with the automated handling of samples, should promote large-scale proteome analysis.
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Affiliation(s)
- R G Buckholz
- Department of Molecular Endocrinology, Glaxo Wellcome Research Institute, Research Triangle Park, North Carolina 27709, USA
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29
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Weiner MP. Health care law: a growing frontier. N J Med 1997; 94:61-2. [PMID: 9040187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- M P Weiner
- Business Law Group, Stark & Stark, Princeton, USA
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30
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Abstract
We have altered the antibiotic resistance of the reporter plasmids and the pJG4-5 activation-domain and pEG202 DNA binding-domain plasmids used in the Brent interaction trap/two-hybrid system. These plasmids were each previously ampicillin-resistant, resulting in an inefficient purification of any one plasmid from a yeast strain containing all three plasmids that constitute the complete interaction trap. By creating derivatives of each of these plasmids expressing either kanamycin or chloramphenicol resistance, along with the parent plasmids, we now have the option to use the interaction trap in yeast with three E. coli differentially selectable vectors. This will allow isolation of any one plasmid by purifying all of the interaction trap plasmids from yeast simultaneously and plating E. coli transformed with the plasmids onto the appropriate antibiotic plate to select the particular plasmid of interest.
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Affiliation(s)
- M A Watson
- Glaxo Wellcome Research Institute, Glaxo Wellcome Inc., Research Triangle Park, NC 27709, USA.
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31
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32
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Abstract
We have developed a facile procedure for rapid PCR-based site-directed mutagenesis of double-stranded DNA. Increasing the initial template concentration and decreasing the PCR cycles to 5-10 allows us to reduce the rate of undesired second-site mutations and dramatically increase the time savings. Following PCR, DpnI treatment is used to select against parental DNA molecules. The DpnI (target sequence 5'-Gm6ATC) is specific for methylated and hemimethylated DNA and is used to digest parental DNA and select for mutation-containing amplified DNA. DNA isolated from almost all common Escherichia coli strains is Dam methylated and therefore susceptible to DpnI digestion. Pfu DNA polymerase is used, prior to intramolecular ligation of the linear template, to remove any bases extended onto the 3' ends of the PCR product by Taq DNA polymerase. The recircularized vector DNA incorporating the desired mutations is transformed into E. coli. This method can be used independently of any host strain and vector.
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Affiliation(s)
- M P Weiner
- Stratagene Cloning Systems, La Jolla, CA 92037
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33
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Affiliation(s)
- M P Weiner
- Stratagene Cloning Systems, La Jolla, California 92037, USA
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34
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Affiliation(s)
- G L Costa
- Stratagene Cloning Systems, La Jolla, CA 92037
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35
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Abstract
Methods are presented for the improved yield and analysis of blunt-ended cloning of PCR-generated DNA fragments. We show that Pfu DNA polymerase polishing of Taq DNA polymerase-generated fragments increases the yield and efficiency of cloning. Using a triple primer set consisting of two outside, asymmetrically distanced primers and one fragment-specific primer, both the presence and orientation of cloned inserts can be determined. Application of these methods allows the generation and cloning of a fragment in 1 day and the analysis of putative clones the next, thereby saving a substantial amount of both time and effort.
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Affiliation(s)
- G L Costa
- Stratagene Cloning Systems, La Jolla, California 92037
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36
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Affiliation(s)
- G L Costa
- Stratagene Cloning Systems, La Jolla, California 92037
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37
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Weiner MP. Directional cloning of blunt-ended PCR products. Biotechniques 1993; 15:502-5. [PMID: 8217165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
A method that allows the directional cloning of blunt-ended polymerase chain reaction (PCR) fragments is described. One PCR primer must be 5' phosphorylated. Extra bases are not required on either PCR primer. A linearized vector is enzymatically processed to contain a single 5'-terminal phosphate. The monophosphorylated vector is amenable to recombinant-insertion during ligation when the fragment is in the correct orientation. Increased recombinant yield results from incubating the monophosphorylated vector with a restriction enzyme (SrfI) that relinearizes nonrecombinant plasmids during the ligation reaction.
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Affiliation(s)
- M P Weiner
- Stratagene Cloning Systems, La Jolla, CA 92037
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38
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Abstract
A general solid-phase method for the site-directed mutagenesis of double-stranded DNA (dsDNA) is described. Plasmid DNA is linearized using either a restriction endonuclease (ENase) or the RecA-assisted ENase or RecA-AC cleavage method. Alternatively, PCR may be used to generate linear dsDNA. One or both strands of the DNA is biotinylated and attached to a solid support, and the DNA strands are separated using 0.2 M NaOH. An extension oligodeoxyribonucleotide (oligo) and a single or multiple oligo(s) containing the desired mutation(s) are annealed to one of the bound DNA strands and used to initiate the synthesis of a complementary strand by a nonstrand-displacing DNA polymerase. The in vitro synthesized strand incorporating the desired alteration(s) is melted off of the support and recircularized using one of several types of bridging oligos, DNA ligase, and a DNA polymerase and transformed into the host. Greater than 90% mutagenic efficiency has been obtained using this method.
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Affiliation(s)
- M P Weiner
- Stratagene Cloning Systems, La Jolla, CA 92037
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39
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Witmer MR, Falcomer CM, Weiner MP, Kay MS, Begley TP, Ganem B, Scheraga HA. U-3'-BCIP: a chromogenic substrate for the detection of RNase A in recombinant DNA expression systems. Nucleic Acids Res 1991; 19:1-4. [PMID: 2011489 PMCID: PMC333526 DOI: 10.1093/nar/19.1.1] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
The synthesis of the bovine pancreatic ribonuclease A (RNase A, EC 3.1.27.5) chromogenic substrate uridine-3'-(5-bromo-4-chloroindol-3-yl)-phosphate (U-3'-BCIP) is described. RNase A catalyzes the hydrolysis of U-3'-BCIP to release a halogenated indol-3-ol that undergoes rapid aerobic oxidation to the dark blue 5,5'-dibromo-4,4'-dichloroindigo. Preliminary kinetic studies indicate that this compound may have practical use for assaying RNase A activity both in vitro and in vivo, e.g. in screening bacterial colonies for RNase A produced by recombinant DNA methods.
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Affiliation(s)
- M R Witmer
- Baker Laboratory of Chemistry, Cornell University, Ithaca, NY 14853-1301
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40
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Affiliation(s)
- M P Weiner
- Baker Laboratory of Chemistry, Cornell University, Ithaca, NY 14853-1301
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41
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Abstract
Computer programs that can be used for the design of synthetic genes and that are run on an Apple Macintosh computer are described. These programs determine nucleic acid sequences encoding amino acid sequences. They select DNA sequences based on codon usage as specified by the user, and determine the placement of base changes that can be used to create restriction enzyme sites without altering the amino acid sequence. A new algorithm for finding restriction sites by translating the restriction endonuclease target sequence in all three reading frames and then searching the given peptide or protein amino acid sequence with these short restriction enzyme peptide sequences is described. Examples are given for the creation of synthetic DNA sequences for the bovine prethrombin-2 and ribonuclease A genes.
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Affiliation(s)
- M P Weiner
- Baker Laboratory of Chemistry, Cornell University, Ithaca, NY 14853-1301
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Weiner MP, Thannhauser TW, Laity JH, Benning ME, Lee DP, Scheraga HA. Plasmid purification using reverse-phase high performance liquid chromatography resin PRP-infinity. Nucleic Acids Res 1988; 16:8185. [PMID: 3419913 PMCID: PMC338530 DOI: 10.1093/nar/16.16.8185] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Affiliation(s)
- M P Weiner
- Baker Laboratory of Chemistry, Cornell University, Ithaca, NY 14853-1301
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Weiner MP, Zahler SA. Genome homology and host range of some SP beta-related bacteriophages of Bacillus subtilis and Bacillus amyloliquefaciens. J Gen Virol 1988; 69 ( Pt 6):1307-15. [PMID: 3133451 DOI: 10.1099/0022-1317-69-6-1307] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Temperate Bacillus subtilis bacteriophages SB beta, phi 3T and SPR and B. amyloliquefaciens phage H2 were compared with respect to DNA-DNA homology by Southern blot analysis to each other and to members of the genus Bacillus. The results show that H2 is a distantly related member of the group III B. subtilis phages. Detectable homology to group III phages could be found in the DNA of several other Bacillus species, including B. natto and B. amyloliquefaciens, demonstrating the widespread occurrence of this group of phages. The host ranges for the phages SP beta, SPR and H2 were determined by adsorption efficiency and by the ability of erythromycin resistance- and chloramphenicol resistance-transducing phages to convert susceptible host strains. Of the three phages examined, only H2 was capable of infecting B. amyloliquefaciens. Based on these results we propose that group III phages should be divided into three subgroups: SP beta, phi 3T, Rho11, IG1, IG3 and Z (subgroup 1), SPR (subgroup 2) and H2 (subgroup 3).
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Affiliation(s)
- M P Weiner
- Division of Biological Sciences, Cornell University, Ithaca, New York 14853
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Abstract
We describe an in vitro selection procedure for oligodeoxynucleotide-directed mutagenesis, which produces mutants at frequencies of greater than 90%, facilitating the identification of mutants directly by nucleotide sequencing. The method is based on the selective methylation of the mutant strand by the incorporation of 5-methyl-dCTP. Restriction endonuclease digestion of the resulting hemimethylated DNA with MspI results in the nicking of only the nonmethylated-parental strand. The parental strand is removed by treatment with exonuclease III. The mutants are recovered by transformation of a mcrAB strain of Escherichia coli with the nascent strand.
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Affiliation(s)
- M A Vandeyar
- Department of Food Science, Cornell University, Ithaca, NY 14853
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Zahler SA, Korman RZ, Thomas C, Fink PS, Weiner MP, Odebralski JM. H2, a temperate bacteriophage isolated from Bacillus amyloliquefaciens strain H. J Gen Microbiol 1987; 133:2937-44. [PMID: 3449602 DOI: 10.1099/00221287-133-10-2937] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Bacillus amyloliquefaciens strain H is lysogenic for a large temperate phage we call H2. H2 has a polyhedral head 85 nm in diameter and a tail of about 17 x 434 nm. H2 lysogenizes Bacillus subtilis between the tyrA and metB genes, and gives specialized transduction of metB and, at lower frequencies, of ilvD and ilvA. The phage carries a thymidylate synthase gene and converts thymine auxotrophs of B. subtilis to prototrophy. The H2 genome is a linear DNA molecule about 129 kb in length. DNA extracted from phage particles grown in B. subtilis is not cut by the restriction endonucleases HaeIII, Fnu4HI, Bsp1286I, and BamHI; the latter enzyme is produced by B. amyloliquefaciens strain H. The prophage in lysogenic B. subtilis cells can be cut by these enzymes. We have isolated H2 mutants that carry the transposon Tn917, or a mutation resulting in clear-plaque morphology, or both.
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Affiliation(s)
- S A Zahler
- Division of Biological Sciences, Cornell University, Ithaca, New York 14853
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